Platform-Based MPEG-4 SOC Design for Video Communications

An MPEG-4 video coding SOC design is presented in this paper. We adopt platform-based architecture with an embedded RISC core and efficient memory organization. A motion estimator supporting predictive diamond search and spiral full search is implemented for compromise between compression performance and design cost. The proposed data reuse scheme reduces required memory access bandwidth. For texture coding path, an interleaving DCT/IDCT scheduling with substructure sharing technique is proposed. Several key modules are integrated into an efficient platform in hardware/software co-design fashion. The cost-efficient video encoder SOC consumes 256.8 mW at 40 MHz and achieves real-time encoding of 30 CIF (352×288) frames per second. Yung-Chi Chang was born in Kaohsiung, Taiwan, R.O.C., in 1975. He received the B.S. and M.S. degrees from the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, R.O.C., in 1998 and 2000, respectively, where he is currently pursuing the Ph.D. degree in the Graduate Institute of Electrical Engineering. His research interests include video coding algorithms and VLSI architectures for image/video processing. Wei-Min Chao was born in Taoyuan, Taiwan, R.O.C., in 1977. He received the B.S. and M.S. degrees from the Department of Electronics Engineering, National Taiwan University in 2000 and 2002 separately. His research interests include video coding algorithms and VLSI architecture for image and video processing. Chih-Wei Hsu was born in Taipei, Taiwan, in 1979. He received the B.S.E.E and M.S.E.E degrees from National Taiwan University (NTU), Taipei, in 2001 and 2003, respectively. He joined MediaTek, Inc., Hsinchu, Taiwan, in 2003, where he develops integrated circuits related to multimedia systems and optical storage devices. His research interests include object tracking, video coding, baseband signal processing, and VLSI design. Liang-Gee Chen was born in Yun-Lin, Taiwan, in 1956. He received the B.S., M.S., and Ph.D. degrees in electrical engineering from National Cheng Kung University, Tainan, Taiwan, in 1979, 1981, and 1986, respectively. He was an Instructor (1981-1986), and an Associate Professor (1986-1988) in the Department of Electrical Engineering, National Cheng Kung University. In the military service during 1987 to 1988, he was an Associate Professor in the Institute of Resource Management, Defense Management College. In 1988, he joined the Department of Electrical Engineering, National Taiwan University. During 1993 to 1994 he was a Visiting Consultant of DSP Research Department, AT & T Bell Lab, Murray Hill. In 1997, he was a visiting scholar of the Department of Electrical Engineering, University of Washington, Seattle. During 2001 to 2004, he was the first director of the Graduate Institute of Electronics Engineering (GIEE) in National Taiwan University (NTU). Currently, he is a Professor of the Department of Electrical Engineering and GIEE in NTU, Taipei, Taiwan. He is also the director of the Electronics Research and Service Organization in Industrial Technology Research Institute, Hsinchu, Taiwan. His current research interests are DSP architecture design, video processor design, and video coding systems. Dr. Chen has served as an Associate Editor of IEEE Transactions on Circuits and Systems for Video Technology since 1996, as Associate Editor of IEEE Transactions on VLSI Systems since 1999, and as Associate Editor of IEEE Transactions on Circuits and Systems II since 2000. He has been the Associate Editor of the Journal of Circuits, Systems, and Signal Processing since 1999, and a Guest Editor for the Journal of Video Signal Processing Systems. He is also the Associate Editor of the Proceedings of the IEEE. He was the General Chairman of the 7th VLSI Design/CAD Symposium in 1995 and of the 1999 IEEE Workshop on Signal Processing Systems: Design and Implementation. He is the Past-Chair of Taipei Chapter of IEEE Circuits and Systems (CAS) Society, and is a member of the IEEE CAS Technical Committee of VLSI Systems and Applications, the Technical Committee of Visual Signal Processing and Communications, and the IEEE Signal Processing Technical Committee of Design and Implementation of SP Systems. He is the Chair-Elect of the IEEE CAS Technical Committee on Multimedia Systems and Applications. During 2001--2002, he served as a Distinguished Lecturer of the IEEE CAS Society. He received the Best Paper Award from the R.O.C. Computer Society in 1990 and 1994. Annually from 1991 to 1999, he received Long-Term (Acer) Paper Awards. In 1992, he received the Best Paper Award of the 1992 Asia-Pacific Conference on circuits and systems in the VLSI design track. In 1993, he received the Annual Paper Award of the Chinese Engineer Society. In 1996 and 2000, he received the Outstanding Research Award from the National Science Council, and in 2000, the Dragon Excellence Award from Acer. He is a member of Phi Tan Phi.     

An Efficient Embedded Bitstream Parsing Processor for MPEG-4 Video Decoding System

In this paper, the bitstream parsing analysis and an efficient and flexible bitstream parsing processor are presented. The bitstream parsing analysis explores the critical part in bitstream parsing. Based on the result, the novel approaches to parse data partitioned bitstreams are presented. An efficient instruction set optimized for bitstream processing, especially for DCT coefficient decoding, is designed and the processor architecture can be programmed for various video standards. It has been integrated into an MPEG-4 video decoding system successfully and can achieve real time bitstream decoding with bitstream coded under 4CIF frame size with 30 fps, 8Mbps, which is the specification of MPEG-4 Advanced Simple Profile Level 5.Yung-Chi Chang was born in Kaohsiung, Taiwan, R.O.C., in 1975. He received the B.S. and M.S. degrees from the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, R.O.C., in 1998 and 2000, respectively, where he is currently pursuing the Ph.D. degree in the Graduate Institute of Electrical Engineering. His research interests include video coding algorithms and VLSI architectures for image/video processing.Chao-Chih Huang was born in Taiwan, R.O.C., in 1977. He received the B.S. and M.S. degree in electrical engineering from National Taiwan University in 2000 and 2002, respectively. In Oct 2002, he has joined the multimedia team of Realtek Taiwan, to be a system design engineer and researched on video coding algorithms. His research interests include video compression/coding and image processing.Wei-Min Chao was born in Taoyuan, Taiwan, R.O.C., in 1977. He received the B.S. and M.S. degrees from the Department of Electronics Engineering, National Taiwan University in 2000 and 2002 separately. His research interests include video coding algorithms and VLSI architecture for image and video processing.Liang-Gee Chen was born in Yun-Lin, Taiwan, in 1956. He received the B.S., M.S., and Ph.D. degrees in electrical engineering from National Cheng Kung University, Tainan, Taiwan, in 1979, 1981, and 1986, respectively. He was an Instructor (1981–1986), and an Associate Professor (1986–1988) in the Department of Electrical Engineering, National Cheng Kung University. In the military service during 1987 to 1988, he was an Associate Professor in the Institute of Resource Management, Defense Management College. In 1988, he joined the Department of Electrical Engineering, National Taiwan University. During 1993 to 1994 he was a Visiting Consultant of DSP Research Department, AT&T Bell Lab, Murray Hill. In 1997, he was a visiting scholar of the Department of Electrical Engineering, University of Washington, Seattle. During 2001 to 2004, he was the first director of the Graduate Institute of Electronics Engineering (GIEE) in National Taiwan University (NTU). Currently, he is a Professor of the Department of Electrical Engineering and GIEE in NTU, Taipei, Taiwan. He is also the director of the Electronics Research and Service Organization in Industrial Technology Research Institute, Hsinchu, Taiwan. His current research interests are DSP architecture design, video processor design, and video coding systems.Dr. Chen has served as an Associate Editor of IEEE Transactions on Circuits and Systems for Video Technology since 1996, as Associate Editor of IEEE Transactions on VLSI Systems since 1999, and as Associate Editor of IEEE Transactions on Circuits and Systems II since 2000. He has been the Associate Editor of the Journal of Circuits, Systems, and Signal Processing since 1999, and a Guest Editor for the Journal of Video Signal Processing Systems. He is also the Associate Editor of the Proceedings of the IEEE. He was the General Chairman of the 7th VLSI Design/CAD Symposium in 1995 and of the 1999 IEEE Workshop on Signal Processing Systems: Design and Implementation. He is the Past-Chair of Taipei Chapter of IEEE Circuits and Systems (CAS) Society, and is a member of the IEEE CAS Technical Committee of VLSI Systems and Applications, the Technical Committee of Visual Signal Processing and Communications, and the IEEE Signal Processing Technical Committee of Design and Implementation of SP Systems. He is the Chair-Elect of the IEEE CAS Technical Committee on Multimedia Systems and Applications. During 2001–2002, he served as a Distinguished Lecturer of the IEEE CAS Society. He received the Best Paper Award from the R.O.C. Computer Society in 1990 and 1994. Annually from 1991 to 1999, he received Long-Term (Acer) Paper Awards. In 1992, he received the Best Paper Award of the 1992 Asia-Pacific Conference on circuits and systems in the VLSI design track. In 1993, he received the Annual Paper Award of the Chinese Engineer Society. In 1996 and 2000, he received the Outstanding Research Award from the National Science Council, and in 2000, the Dragon Excellence Award from Acer. He is a member of Phi Tan Phi.     

Interactive Content-aware Video Streaming System with Fine Granularity Scalability

Video streaming with varying transmission bandwidth is becoming increasingly important. In this paper, an interactive video streaming system is proposed. Fine Granularity Scalability (FGS) is applied to be the streaming video format. The computational complexity of FGS coding is analyzed to explore an efficient FGS implementation. A new transmission model is proposed for the realization of a content-aware video streaming. At encoder side, the current MPEG-4 FGS coding flow is reordered such that the picture-level maximum can be acquired in advance and bit-plane data can be dynamically adapted. With these proposed hardware-oriented optimization approaches, a hardwired FGS block-level processing core is proposed to achieve a cost-effective solution to FGS implementation. The streaming server can adaptively decide quality-enhanced region by selective enhancement according to both object information from encoding side and user-defined region from receiver side. From the simulation results, it’s demonstrated that the proposed approach can provide better quality in users’ interest regions with no bit-rate or complexity overhead. Yung-Chi Chang was born in Kaohsiung, Taiwan, R.O.C., in 1975. He received the B.S., M.S., and Ph.D. degrees from the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, R.O.C., in 1998, 2000, and 2005, respectively. He serves as senior engineer in SoC Solutions Dept., Vivotek Inc. now. His research interests include video coding algorithms and VLSI architectures for image/video processing. Chih-Wei Hsu was born in Taipei, Taiwan, in 1979. He received the B.S.E.E and M.S.E.E degrees from National Taiwan University (NTU), Taipei, in 2001 and 2003, respectively. He joined MediaTek, Inc., Hsinchu, Taiwan, in 2003, where he develops integrated circuits related to multimedia coding standard and digital consumer devices. His research interests include video coding, video processing and VLSI design. Wei-Min Chao was born in Taoyuan, Taiwan, R.O.C., in 1977. He received the B.S. and M.S. degrees from the Department of Electronics Engineering, National Taiwan University in 2000 and 2002 separately. His research interests include video coding algorithms and VLSI architecture for image and video processing. Liang-Gee Chen was born in Yun-Lin, Taiwan, in 1956. He received the B.S., M.S., and Ph.D. degrees in electrical engineering from National Cheng Kung University, Tainan, Taiwan, in 1979, 1981, and 1986, respectively. He was an Instructor (1981–1986), and an Associate Professor (1986–1988) in the Department of Electrical Engineering, National Cheng Kung University. In the military service during 1987 to 1988, he was an Associate Professor in the Institute of Resource Management, Defense Management College. In 1988, he joined the Department of Electrical Engineering, National Taiwan University. During 1993 to 1994 he was a Visiting Consultant of DSP Research Department, AT&T Bell Lab, Murray Hill. In 1997, he was a visiting scholar of the Department of Electrical Engineering, University of Washington, Seattle. During 2001 to 2004, he was the first director of the Graduate Institute of Electronics Engineering (GIEE) in National Taiwan University (NTU). Currently, he is a Professor of the Department of Electrical Engineering and GIEE in NTU, Taipei, Taiwan. He is also the director of the Electronics and Optoelectronics Research Laboratories in Industrial Technology Research Institute, Hsinchu, Taiwan. His current research interests are DSP architecture design, video processor design, and video coding systems. Dr. Chen has served as an Associate Editor of IEEE Transactions on Circuits and Systems for Video Technology since 1996, as Associate Editor of IEEE Transactions on VLSI Systems since 1999, and as Associate Editor of IEEE Transactions on Circuits and Systems II since 2000. He has been the Associate Editor of the Journal of Circuits, Systems, and Signal Processing since 1999, and a Guest Editor for the Journal of Video Signal Processing Systems. He is also the Associate Editor of the Proceedings of the IEEE. He was the General Chairman of the 7th VLSI Design/CAD Symposium in 1995 and of the 1999 IEEE Workshop on Signal Processing Systems: Design and Implementation. He is the Past-Chair of Taipei Chapter of IEEE Circuits and Systems (CAS) Society, and is a member of the IEEE CAS Technical Committee of VLSI Systems and Applications, the Technical Committee of Visual Signal Processing and Communications, and the IEEE Signal Processing Technical Committee of Design and Implementation of SP Systems. He is the Chair-Elect of the IEEE CAS Technical Committee on Multimedia Systems and Applications. During 2001–2002, he served as a Distinguished Lecturer of the IEEE CAS Society. He received the Best Paper Award from the R.O.C. Computer Society in 1990 and 1994. Annually from 1991 to 1999, he received Long-Term (Acer) Paper Awards. In 1992, he received the Best Paper Award of the 1992 Asia-Pacific Conference on circuits and systems in the VLSI design track. In 1993, he received the Annual Paper Award of the Chinese Engineer Society. In 1996 and 2000, he received the Outstanding Research Award from the National Science Council, and in 2000, the Dragon Excellence Award from Acer. He is a member of Phi Tan Phi.     

VLSI Architecture for Forward Discrete Wavelet Transform Based on B-spline Factorization

Based on B-spline factorization, a new category of architectures for Discrete Wavelet Transform (DWT) is proposed in this paper. The B-spline factorization mainly consists of the B-spline part and the distributed part. The former is proposed to be constructed by use of the direct implementation or Pascal implementation. And the latter is the part introducing multipliers and can be implemented with the Type-I or Type-II polyphase decomposition. Since the degree of the distributed part is usually designed as small as possible, the proposed architectures could use fewer multipliers than previous arts, but more adders would be required. However, many adders can be implemented with smaller area and lower speed because only few adders are on the critical path. Three case studies, including the JPEG2000 default (9, 7) filter, the (6, 10) filter, and the (10, 18) filter, are given to demonstrate the efficiency of the proposed architectures.Chao-Tsung Huang was born in Kaohsiung, Taiwan, R.O.C., in 1979. He received the B.S. degree from the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, R.O.C., in 2001. He currently is working toward the Ph.D. degree at the Graduate Institute of Electronics Engineering, National Taiwan University. His major research interests include VLSI design and implementation for signal processing systems.Po-Chih Tseng was born in Tao-Yuan, Taiwan in 1977. He received the B.S. degree in Electrical and Control Engineering from National Chiao Tung University in 1999 and the M.S. degree in Electrical Engineering from National Taiwan University in 2001. He currently is pursuing the Ph.D. degree at the Graduate Institute of Electronics Engineering, Department of Electrical Engineering, National Taiwan University. His research interests include VLSI design and implementation for signal processing systems, energy-efficient reconfigurable computing for multimedia systems, and power-aware image and video coding systems.Liang-Gee Chen received the B.S., M.S., and Ph.D. degrees in electrical engineering from National Cheng Kung University, Tainan, Taiwan, R.O.C., in 1979, 1981, and 1986, respectively.In 1988, he joined the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, R.O.C. During 1993–1994, he was a Visiting Consultant in the DSP Research Department, AT&T Bell Labs, Murray Hill, NJ. In 1997, he was a Visiting Scholar of the Department of Electrical Engineering, University of Washington, Seattle. Currently, he is Professor at National Taiwan University, Taipei, Taiwan, R.O.C. His current research interests are DSP architecture design, video processor design, and video coding systems.Dr. Chen has served as an Associate Editor of IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY since 1996, as Associate Editor of the IEEE TRANSACTIONS ON VLSI SYSTEMS since 1999, and as Associate Editor of IEEE TRANSACTIONS CIRCUITS AND SYSTEMS II since 2000. He has been the Associate Editor of the Journal of Circuits, Systems, and Signal Processing since 1999, and a Guest Editor for the Journal of Video Signal Processing Systems. He is also the Associate Editor of the PROCEEDINGS OF THE IEEE. He was the General Chairman of the 7th VLSI Design/CAD Symposium in 1995 and of the 1999 IEEE Workshop on Signal Processing Systems: Design and Implementation. He is the Past-Chair of Taipei Chapter of IEEE Circuits and Systems (CAS) Society, and is a member of the IEEE CAS Technical Committee of VLSI Systems and Applications, the Technical Committee of Visual Signal Processing and Communications, and the IEEE Signal Processing Technical Committee of Design and Implementation of SP Systems. He is the Chair-Elect of the IEEE CAS Technical Committee on Multimedia Systems and Applications, During 2001-2002, he served as a Distinguished Lecturer of the IEEE CAS Society. He received the Best Paper Award from the R.O.C. Computer Society in 1990 and 1994. Annually from 1991 to 1999, he received Long-Term (Acer) Paper Awards. In 1992, he received the Best Paper Award of the 1992 Asia-Pacific Conference on circuits and systems in the VLSI design track. In 1993, he received the Annual Paper Award of the Chinese Engineer Society. In 1996 and 2000, he received the Outstanding Research Award from the National Science Council, and in 2000, the Dragon Excellence Award from Acer. He is a member of Phi Tan Phi.     

Reconfigurable Discrete Wavelet Transform Processor for Heterogeneous Reconfigurable Multimedia Systems

In this paper, a novel reconfigurable discrete wavelet transform processor architecture is proposed to meet the diverse computing requirements of future generation multimedia SoC. The proposed architecture mainly consists of reconfigurable processing element array and reconfigurable address generator, featuring dynamically reconfigurable capability where the wavelet filters and wavelet decomposition structures can be reconfigured as desired at run-time. The lifting-based reconfigurable processing element array possesses better computation efficiency than convolution-based architectures, and a systematic design method is provided to generate the hardware configurations of different wavelet filters for it. The reconfigurable address generator handles flexible address generation for data I/O access in different wavelet decomposition structures. A prototyping chip has been fabricated by TSMC 0.35 μm 1P4M CMOS process. At 50 MHz, this chip can achieve at most 100 M pixels/sec transform throughput, together with energy efficiency and unique reconfigurability features, proving it to be a universal and extremely flexible computing engine for heterogeneous reconfigurable multimedia systems.Po-Chih Tseng was born in Tao-Yuan, Taiwan in 1977. He received the B.S. degree in Electrical and Control Engineering from National Chiao Tung University in 1999 and the M.S. degree in Electrical Engineering from National Taiwan University in 2001. He currently is pursuing the Ph.D. degree at the Graduate Institute of Electronics Engineering, Department of Electrical Engineering, National Taiwan University. His research interests include VLSI design and implementation for signal processing systems, energy-efficient reconfigurable computing for multimedia systems, and power-aware image and video coding systems.Chao-Tsung Huang was born in Kaohsiung, Taiwan, R.O.C., in 1979. He received the B.S. degree from the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, R.O.C., in 2001. He currently is working toward the Ph.D. degree at the Graduate Institute of Electronics Engineering, National Taiwan University. His major research interests include VLSI design and implementation for signal processing systems.Liang-Gee Chen (S’84–M’86–SM’94–F’01) received the B.S., M.S., and Ph.D. degrees in electrical engineering from National Cheng Kung University, Tainan, Taiwan, R.O.C., in 1979, 1981, and 1986, respectively. In 1988, he joined the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, R.O.C. During 1993–1994, he was a Visiting Consultant in the DSP Research Department, AT&T Bell Labs, Murray Hill, NJ. In 1997, he was a Visiting Scholar of the Department of Electrical Engineering, University of Washington, Seattle. Currently, he is Professor at National Taiwan University, Taipei, Taiwan, R.O.C. His current research interests are DSP architecture design, video processor design, and video coding systems.Dr. Chen has served as an Associate Editor of IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY since 1996, as Associate Editor of the IEEE TRANSACTIONS ON VLSI SYSTEMS since 1999, and as Associate Editor of IEEE TRANSACTIONS CIRCUITS AND SYSTEMS II since 2000. He has been the Associate Editor of the Journal of Circuits, Systems, and Signal Processing since 1999, and a Guest Editor for the Journal of VLSI Signal Processing Systems. He is also the Associate Editor of the PROCEEDINGS OF THE IEEE. He was the General Chairman of the 7th VLSI Design/CAD Symposium in 1995 and of the 1999 IEEE Workshop on Signal Processing Systems: Design and Implementation. He is the Past-Chair of Taipei Chapter of IEEE Circuits and Systems (CAS) Society, and is a member of the IEEE CAS Technical Committee of VLSI Systems and Applications, the Technical Committee of Visual Signal Processing and Communications, and the IEEE Signal Processing Technical Committee of Design and Implementation of SP Systems. He is the Chair-Elect of the IEEE CAS Technical Committee on Multimedia Systems and Applications. During 2001–2002, he served as a Distinguished Lecturer of the IEEE CAS Society. He received the Best Paper Award from the R.O.C. Computer Society in 1990 and 1994. Annually from 1991 to 1999, he received Long-Term (Acer) Paper Awards. In 1992, he received the Best Paper Award of the 1992 Asia-Pacific Conference on circuits and systems in the VLSI design track. In 1993, he received the Annual Paper Award of the Chinese Engineer Society. In 1996 and 2000, he received the Outstanding Research Award from the National Science Council, and in 2000, the Dragon Excellence Award from Acer. He is a member of Phi Tan Phi.     

VLSI Architecture for Lifting-Based Shape-Adaptive Discrete Wavelet Transform with Odd-Symmetric Filters

In this paper, a VLSI architecture for lifting-based shape-adaptive discrete wavelet transform (SA-DWT) with odd-symmetric filters is proposed. The proposed architecture is comprised of a stage-based boundary extension strategy and the shape-adaptive boundary handling units. The former could reduce the complexity of multiplexers that are introduced to solve the shape-adaptive boundary extension. The latter consists of two multiplexers and can solve the shape-adaptive boundary extension locally without any additional register. Two case studies are presented, including the JPEG 2000 default (9, 7) filter and MPEG-4 default (9, 3) filter. According to comparison results with previous architectures, the efficiency of the proposed architectures is proven.Chao-Tsung Huang was born in Kaohsiung, Taiwan in 1979. He received the B.S. degree from the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan in 2001. He is currently working toward the Ph.D. degree at the Graduate Institute of Electronics Engineering, National Taiwan University. His major research interests include VLSI design and implementation for 1-D, 2-D, and 3-D Discrete Wavelet Transform. cthuang@video.ee.ntu.edu.twPo-Chih Tseng was born in Tao-Yuan, Taiwan in 1977. He received the B.S. degree in Electrical and Control Engineering from National Chiao Tung University in 1999 and the M.S. degree in Electrical Engineering from National Taiwan University in 2001. He currently is pursuing the Ph.D. degree at the Graduate Institute of Electronics Engineering, Department of Electrical Engineering, National Taiwan University. His research interests include VLSI design and implementation for signal processing systems, energy-efficient reconfigurable computing for multimedia systems, and power-aware image and video coding systems. pctseng@video.ee.ntu.edu.twLiang-Gee Chen (S84–M86–SM94–F01) received the B.S., M.S., and Ph.D. degrees in electrical engineering from National Cheng Kung University, Tainan, Taiwan, R.O.C., in 1979, 1981, and 1986, respectively.In 1988, he joined the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, R.O.C. During 1993–1994, he was a Visiting Consultant in the DSP Research Department, AT&T Bell Labs, Murray Hill, NJ. In 1997, he was a Visiting Scholar of the Department of Electrical Engineering, University of Washington, Seattle. Currently, he is Professor at National Taiwan University, Taipei, Taiwan, R.O.C. His current research interests are DSP architecture design, video processor design, and video coding systems.Dr. Chen has served as an Associate Editor of IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY since 1996, as Associate Editor of the IEEE TRANSACTIONS ON VLSI SYSTEMS since 1999, and as Associate Editor of IEEE TRANSACTIONS CIRCUITS AND SYSTEMS II since 2000. He has been the Associate Editor of the Journal of Circuits, Systems, and Signal Processing since 1999, and a Guest Editor for the Journal of Video Signal Processing Systems. He is also the Associate Editor of the PROCEEDINGS OF THE IEEE. He was the General Chairman of the 7th VLSI Design/CAD Symposium in 1995 and of the 1999 IEEE Workshop on Signal Processing Systems: Design and Implementation. He is the Past-Chair of Taipei Chapter of IEEE Circuits and Systems (CAS) Society, and is a member of the IEEE CAS Technical Committee of VLSI Systems and Applications, the Technical Committee of Visual Signal Processing and Communications, and the IEEE Signal Processing Technical Committee of Design and Implementation of SP Systems. He is the Chair-Elect of the IEEE CAS Technical Committee on Multimedia Systems and Applications. During 2001–2002, he served as a Distinguished Lecturer of the IEEE CAS Society. He received the Best Paper Award from the R.O.C. Computer Society in 1990 and 1994. Annually from 1991 to 1999, he received Long-Term (Acer) Paper Awards. In 1992, he received the Best Paper Award of the 1992 Asia-Pacific Conference on circuits and systems in the VLSI design track. In 1993, he received the Annual Paper Award of the Chinese Engineer Society. In 1996 and 2000, he received the Outstanding Research Award from the National Science Council, and in 2000, the Dragon Excellence Award from Acer. He is a member of Phi Tan Phi. lgchen@video.ee.ntu.edu.tw     

Survey on Block Matching Motion Estimation Algorithms and Architectures with New Results

Block matching motion estimation is the heart of video coding systems. During the last two decades, hundreds of fast algorithms and VLSI architectures have been proposed. In this paper, we try to provide an extensive exploration of motion estimation with our new developments. The main concepts of fast algorithms can be classified into six categories: reduction in search positions, simplification of matching criterion, bitwidth reduction, predictive search, hierarchical search, and fast full search. Comparisons of various algorithms in terms of video quality and computational complexity are given as useful guidelines for software applications. As for hardware implementations, full search architectures derived from systolic mapping are first introduced. The systolic arrays can be divided into inter-type and intra-type with 1-D, 2-D, and tree structures. Hexagonal plots are presented for system designers to clearly evaluate the architectures in six aspects including gate count, required frequency, hard-ware utilization, memory bandwidth, memory bitwidth, and latency. Next, architectures supporting fast algorithms are also reviewed. Finally, we propose our algorithmic and architectural co-development. The main idea is quick checking of the entire search range with simplified matching criterion to globally eliminate impossible candidates, followed by finer selection among potential best matched candidates. The operations of the two stages are mapped to the same hardware for resource sharing. Simulation results show that our design is ten times more area-speed efficient than full search architectures while the video quality is competitively the same. Yu-Wen Huang was born in Kaohsiung, Taiwan, in 1978. He received the B.S. degree in electrical engineering and the Ph.D. degree in electronics engineering from National Taiwan University, Taipei, in June 2000 and December 2004, respectively. He joined MediaTek, Inc., Hsinchu, Taiwan, in 2004, where he develops integrated circuits related to video coding systems. His research interests include video segmentation, moving object detection and tracking, intelligent video coding technology, motion estimation, face detection and recognition, H.264/AVC video coding, and associated VLSI architectures. Ching-Yeh Chen was born in Taipei, Taiwan, in 1980. He received the B.S. degree from the Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, in 2002. He currently is pursuing the Ph.D. degree at the Graduate Institute of Electronics Engineering, National Taiwan University. His research interests include intelligent video signal processing, global/local motion estimation, scalable video coding, and associated VLSI architectures. Chen-Han Tsai received the B.S. degree in electrical engineering from National Taiwan University in 2002. Now he is working toward the Ph.D. degree in the Graduate Institute of Electronics Engineering, National Taiwan University. His major research interests include face detection and recognition, motion estimation, H.264/AVC video coding, digital TV systems, and related VLSI architectures. Chun-Fu Shen received the B.S. and M.S. degrees in electrical engineering from National Taiwan University in 1996 and 1998, respectively. After two years of military service, he joined VIVOTEK, Inc., Taipei County, Taiwan, in 2000. He developed many video coding systems and IP camera products on DSP platforms and ASICs. His major research interests include JPEG, H.263, MPEG-4, and H.264/AVC coding systems, network camera SOC, and embedded systems. Liang-Gee Chen was born in Yun-Lin, Taiwan, in 1956. He received the B.S., M.S., and Ph.D. degrees in electrical engineering from National Cheng Kung University, in 1979, 1981, and 1986, respectively. He was an instructor (1981–1986), and an associate professor (1986–1988) in the Department of Electrical Engineering, National Cheng Kung University. In the military service during 1987 and 1988, he was an associate professor in the Institute of Resource Management, Defense Management College. From 1988, he joined the Department of Electrical Engineering, National Taiwan University. During 1993 to 1994 he was a visiting consultant of DSP Research Department, AT&T Bell Lab, Murray Hill. In 1997, he was the visiting scholar of the Department of Electrical Engineering, University, of Washington, Seattle. Currently, he is a professor of National Taiwan University. From 2004, he is also the executive vice president and the general director of Electronics Research and Service Organization (ERSO) in the Industrial Technology Research Institute (ITRI). His current research interests are DSP architecture design, video processor design, and video coding systems. Dr. Chen is a Fellow of IEEE. He is also a member of the honor society Phi Tau Phi. He was the general chairman of the 7th VLSI Design CAD Symposium. He was also the general chairman of the 1999 IEEE Workshop on Signal Processing Systems: Design and Implementation. He has served as the associate editor of IEEE Transactions on Circuits and Systems for Video Technology since 1996, the associate editor of IEEE Transactions on VLSI Systems since 1999, the associate editor of Journal of Circuits, Systems, and Signal Processing since 1999, and the guest editor of Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology since 2001. Now he is also the associate editor of IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing and the associate editor of Proceedings of the IEEE. Dr. Chen received the Best Paper Awards from ROC Computer Society in 1990 and 1994. From 1991 to 2005, he received Long-Term (Acer) Paper Awards annually. In 1992, he received the Best Paper Award of the 1992 Asia-Pacific Conference on Circuits and Systems in VLSI design track. In 1993, he received the Annual Paper Award of Chinese Engineer Society. In 1996, he received the Outstanding Research Award from National Science Council (NSC) and the Dragon Excellence Award from Acer. He was elected as the IEEE Circuits and Systems Distinguished Lecturer from 2001–2002.     

1-V bulk-driven CMOS analog programmable winner-takes-all circuit

In this paper, a 1-V bulk-driven analog winner-takes-all circuit with programmable k-winners capability is proposed. By presetting a set of binary bits, the desired k-winners-take-all or k-losers-take-all function is programmable. The proposed upward-and-downward searching greatly improves the response time. The chip has been fabricated with a 0.25-μm CMOS technology. Simulated results show that the response time of the winner-takes-all circuit is 50 μs under 5-mV identified resolution. The input range is approximately to be rail-to-rail. This work was in part supported by the Chip Implementation Center and the MOE Program of Promoting Academic Excellence of Universities under the Grant EX-93-E-FA09-5-4. Yu-Cherng Hung was born in Changhua, Taiwan, R.O.C., in 1964. He received the M. S. degree in electronics engineering from the National Chiao Tung University, Hsinchu, Taiwan, R.O.C., in 1992, and the Ph.D. degree in electrical engineering from National Cheng Kung University, Tainan, Taiwan, R.O.C., in 2004. From Dec. 1986 to Jan. 2005, he was with the Division of Computer/Information, Chinese Petroleum Corp., Taiwan. He is currently an Assistant Professor with the Department of Electronic Engineering, National Chin-Yi Institute of Technology, Taiwan, R.O.C. His main research interests include analog circuit design, low-voltage VLSI design, and neural network applications. Dr. Hung is a Member of Phi Tau Phi Honorary Scholastic Society, IEEE, and the Institute of Electronics, Information, and Communications Engineers (IEICE). Bin-Da Liu received the Ph.D. degrees in electrical engineering from the National Cheng Kung University, Tainan, Taiwan, R.O.C., in 1983. Since 1977, he has been on the faculty of the National Cheng Kung University, where he is currently a Distinguished Professor in the Department of Electrical Engineering and the Director of the SoC Research Center. During 1983–1984, he was a Visiting Assistant Professor in the Department of Computer Science, University of Illinois at Urbana-Champaign. During 1988–1992, he was the Director of Electrical Laboratories, National Cheng Kung University. He was the Associate Chair of the Electrical Engineering Department during 1996–1999 and the Chair during 1999–2002. Since 1995, he has been a Consultant of the Chip Implementation Center, National Applied Research Laboratories, Hsinchu, Taiwan. He has published more than 200 technical papers. He also contributed chapters in the book Neural Networks and Systolic Array Design (D. Zhang Ed. Singapore: World Scientific, 2002) and the book Accuracy Improvements in Linguistic Fuzzy Modeling (J. Casillas, O. Cordón, F. Herrera, and L. Magdalena Eds. Heidelberg, Germany: Springer-Verlag, 2003). His current research interests include low power circuit, neural network circuit, CMAC neural network, analog neural network architecture, design of programmable cellular neural networks, and very large-scale integration implementation of fuzzy/neural circuits and audio/video signal processors. Dr. Liu is a Fellow of IEEE and the Vice President of Region 10, IEEE Circuits and Systems Society. He served as a CAS Associate Editor of IEEE Circuits and Devices Magazine and an Associate Editor of IEEE Transactions on Circuits and Systems I: Regular Papers. He is serving as an Associate Editor of IEEE Transactions on Very Large Scale Integration (VLSI) Systems. Chung-Yang Tsai was born in Mian-Li, Taiwan, R.O.C. He received the B.S. and M.S. degrees both in electrical engineering from the National Cheng Kung University, Tainan, Taiwan, R.O.C., in 2001 and 2003, respectively. His research interests include very large-scale integration design and signal processing.     

Design of Current-Mode Square-Root Domain Band-Pass Filter with Reduced Voltage

A design technique for current-mode square-root domain band-pass filter fabricated in a 0.25 μ m CMOS process is presented. The basic building block consists of current-mode current mirrors, square-root circuits and capacitors, and in which the overall supply voltage is reduced by adopting low-voltage level-shift current mirror. Both of the simulation and measured results, which are in good agreement, indicate that the prototype of the band-pass provides tunable center frequency of 4–10 MHz with bias-current-tunable, −26.7 dB total harmonic distortion (THD), and approximately 1.598 mW power dissipation with a 1.5 V supply voltage. Advantages of the proposed filter include high frequency operation, tuneability, low supply voltage operation, low power consumption, and low third order intermodulation distortion. Gwo-Jeng Yu was born in Kaohsiung, Taiwan, R.O.C., in 1954. He received the B.S. and M.S. degrees in the Department Electronic Engineering in 1972 and 1976, respectively, from National Chiao Tung University, HsinChu, Taiwan, R.O.C., and he is currently working toward the Ph.D. degree in the Department of Electrical Engineering of National Cheng Kung University, Tainan, Taiwan, R.O.C. Since 1978, he has been on the Faculty of Institute of Cheng Shiu Technology, Kaohsiung, Taiwan, R.O.C., where he is currently a Associate Professor in the Department of Electronic Engineering. During 1979–1990, he was the Chairman of the Electronic Engineering Department and the Chairman of the Microelectronics and Information Technology Center during 1996–2000. His current researches include current-mode circuits design, analog IC design and VLSI circuit design. Chun-Yueh Huang was born in Taichung, Taiwan, Republic of China, on March 24, 1967. He received the B.S. degree in industrial education from the National Chang Hwa Normal University, Chang Hwa, Taiwan in 1991, M.S. and Ph.D. degrees both in electrical engineering from the National Cheng Kung University, Tainan, Taiwan, in 1993 and 1997, respectively. Since 1999 he has been with the Kan Shan University of Technology, where he is currently Associate Professor and Chairman of the Department of Electronic Engineering. His current researches include current-mode circuits design, VLSI design, analog IC design, and analog IP design. Jenn-Jiun Chen received the B.S. and M.S. degrees both in electrical engineering from the National Cheng Kung University, Tainan, Taiwan, in 2001 and 2003, respectively. His research interests are design and modeling of current mode circuit, low power analog circuit design, current mode filters, and instrumental amplifier in micro sensor applications. He received Chip Design Award from the Chip Implementation Center, National Applied Research Laboratories, in 2002. Bin-Da Liu received the B.S., M.S., and Ph.D. degrees all in electrical engineering from the National Cheng Kung University, Tainan, Taiwan, in 1973, 1975, and 1983, respectively. Since 1977 he has been on the faculty of the National Cheng Kung University, where he is currently Distinguished Professor in the Department of Electrical Engineering and Director of the SoC Research Center. During 1983–1984, he was a Visiting Assistant Professor in the Department of Computer Science, University of Illinois at Urbana-Champaign. During 1988–1992, he was the Director of Electrical Laboratories, National Cheng Kung University. He was the Associate Chair of the Electrical Engineering Department during 1996–1999 and the Chair during 1999–2002. Since 1995 he has been a consultant of the Chip Implementation Center, National Applied Research Laboratories. He has published more than 190 technical papers. He also contributed chapters in the book Neural Networks and Systolic Array Design (D. Zhang Ed. Singapore: World Scientific Publisher, 2002) and the book Accuracy Improvements in Linguistic Fuzzy Modeling (J. Casillas, O. Cordn, F. Herrera, and L. Magdalena Eds. Heidelberg, Germany: Springer-Verlag, 2003). He is currently a CAS Associate Editor of the IEEE Circuits & Devices Magazine and an Associate Editor of the IEEE Transactions on Circuits and Systems-I. His current research interests include low power circuit design, SoC system integration and verification, and VLSI implementation for fuzzy-neural networks and audio/video signal processors.     

A New Efficient Block-Matching Algorithm for Motion Estimation

This paper presents a new full-search block-matching algorithm: Multi-stage Interval-based Motion Estimation algorithm (MIME). The proposed algorithm is a block based motion estimation algorithm that utilizes successive elimination technique. We define two approximate functions, as the upper and lower boundaries of the interval that includes the Conventional distortion metric SAD. Each stage in the proposed algorithm; except for the last stage; incorporates low resolution pixels for the boundary functions calculations. The final stage is a full resolution block matching stage. MIME has a high probability of finding the optimal motion vector at any stage of the algorithm. The proposed algorithm reduces the computational complexity by successively eliminating non-candidate blocks from the search window at each stage. This computational reduction leads to enhanced performance in terms of low power consumption and fast motion vector estimation. A low power VLSI implementation of the algorithm is also presented in this paper. Simulation results on benchmark video sequences shows that MIME algorithm eliminates almost 88% of the candidate blocks after only two interval based stages. Hanan Ahmed Hosny Mahmoud obtained the B.Sc. of Computer Science from Faculty of Engineering, University of Alexandria in 1986. She obtained her M.Sc. in Computer Science from Faculty of Engineering, University of Alexandria in 1991. She obtained the M.Sc. in Computer Engineering from University of Louisiana at Lafayette in 1999 and the Ph.D. in Computer Engineering from University of Louisiana at Lafayette in 2001. Currently, she is working as an Assistant Professor in the Faculty of Engineering, University of Alexandria. Sumeer Goel received the B. Tech degree in electronics and communications engineering from Punjab Technical University, Punjab, India, in 2001. He received the M.S. degree in computer engineering from University of Louisiana at Lafayette, Lafayette, LA, in 2003 where he is continuing his education towards Ph.D. degree in computer engineering. His research interests are low-power and high noise tolerance VLSI circuit and architecture design for digital signal processing applications. Mohsen Shaaban received his B.S. degree in electrical engineering and communications from the University of Alexandria, Egypt, in 1998. In 2001, he joined the University of Louisiana at Lafayette (ULL) as a teaching and research assistant at the Center For Advanced Computer Studies (CACS), the VLSI Research Lab. He received his M.S. degree in the field computer engineering from ULL in 2003. Currently, he is pursing his Ph.D. degree in the same field. His research interests include Digital VLSI circuit design, CAD tools and Video processing applications. Magdy A. Bayoumi received the B.Sc. and M.Sc. degrees in electrical engineering from Cairo University, Cairo, Egypt, in 1973 and 1977, the M.Sc. degree in computer engineering from Washington University in St. Louis, MO, in 1981, and the Ph.D. degree in electrical engineering from the University of Windsor, Windsor, ON, Canada, in 1984. Currently, he is the Director of the Center for Advanced Computer Studies (CACS), Department Head of the Computer Science Department, the Edmiston Professor of Computer Engineering, and the Lamson Professor of Computer Science at The Center for Advanced Computer Studies, University of Louisiana at Lafayette, where he has been a faculty member since 1985. He has edited and co-edited three books in the area of VLSI Signal Processing. He was an Associate Editor of the Circuits and Devices Magazine and is currently an Associate Editor of Integration, the VLSI Journal, and the Journal of VLSI Signal Processing Systems. He is a Regional Editor for the VLSI Design Journal and on the Advisory Board of the Journal on Microelectronics Systems Integration. He has one patent pending. His research interests include VLSI design methods and architectures, low power circuits and systems, digital signal processing architectures, parallel algorithm design, computer arithmetic, image and video signal processing, neural networks, and wideband network architectures. Dr. Bayoumi received the University of Louisiana at Lafayette 1988 Researcher of the Year Award and the 1993 Distinguished Professor Award. He was an Associate Editor of the IEEE CIRCUITS AND DEVICES MAGAZINE, the IEEE TRANSACTIONS ON VLSI SYSTEMS, the IEEE TRANSACTIONS ON NEURAL NETWORKS, and the IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS—II: ANALOG AND DIGITAL SIGNAL PROCESSING. From 1991 to 1994, he served on the Distinguished Visitors Program for the IEEE Computer Society, and he is on the Distinguished Lecture Program of the Circuits and Systems Society. He was the Vice President for the technical activities of the IEEE Circuits and Systems Society. He was the Co-chairman of the Workshop on Computer Architecture for Machine Perception in 1993, and is a member of the Steering Committee of this workshop. He was the General Chairman of the 1994 MWSCAS and is a member of the Steering Committee of this symposium. He was the General Chairman for the 8th Great Lake Symposium on VLSI in 1998. He has been on the Technical Program Committee for ISCAS for several years and he was the Publication Chair for ISCAS'99. He was also the General Chairman of the 2000 Workshop on Signal Processing Design and Implementation. He was a founding member of the VLSI Systems and Applications Technical Committee and was its Chairman. He is currently the Chairman of the Technical Committee on Circuits and Systems for Communication and the Technical Committee on Signal Processing Design and Implementation. He is a member of the Neural Network and the Multimedia Technology Technical Committees. Currently, he is the faculty advisor for the IEEE Computer Student Chapter at the University of Louisiana at Lafayette.     

Coefficient Elimination Algorithm for Low Energy Distributed Arithmetic DCT Architectures

An energy aware DCT (Discrete Cosine Transform) architecture based on the distributed arithmetic concept is proposed. Architectures based on the distributed arithmetic concept are inherently low power as they are multiplication free algorithms. One characteristic of the DCT is that upon transformation signal energies are concentrated in only a few coefficients (less than 25%) with the rest (75%) of the coefficients being insignificant and negligible. One can skip the computation of these terms without seriously affecting the output signal quality. Exploiting this idea, we propose a low energy DCT architecture that can achieve 55% savings in the energy dissipation and 28 db in signal quality. In addition, we propose an adaptive energy aware DCT architecture that trades off energy consumption for signal quality. Using this adaptive architecture, we present a study of the effect of coefficient elimination on energy consumption and signal quality.Tarek K. Darwish received the B.S. and the M.S. degrees in computer engineering from the University of Balamand, Lebanon, and the M.S. degree, also in computer engineering, from the University of Louisiana at Lafayette, in 1996, 1998, and 2001, respectively. He received the Ph.D. degree from The Center for Advanced Computer Studies (CACS) at the University of Louisiana in Dec. 2003.From 2000–2003, he has been a research assistant in the CACS, in the VLSI Research group of M. Bayoumi, University of Louisiana. He has one patent pending. Since 2004 he is working as a senior component design engineer with Intel Corporation. His research interests include low power VLSI system design, Digital signal processing with special interest in image and video processing, computer architecture, and CAD-tools.Magdy A. Bayoumi received the B.Sc. and M.Sc. degrees in electrical engineering from Cairo University, Cairo, Egypt, and the M.Sc. degree in computer engineering from Washington University in St. Louis, MO, and the Ph.D. degree in electrical engineering from the University of Windsor, Windsor, ON, Canada.Currently, he is the Director of the Center for Advanced Computer Studies (CACS), Department Head of the Computer Science Department, the Edmiston Professor of Computer Engineering, and the Lamson Professor of Computer Science at The Center for Advanced Computer Studies, University of Louisiana at Lafayette, where he has been a faculty member since 1985. He has edited and co-edited three books in the area of VLSI Signal Processing. He was an Associate Editor of the Circuits and Devices Magazine and is currently an Associate Editor of Integration, the VLSI Journal, and the Journal of VLSI Signal Processing Systems. He is a Regional Editor for the VLSI Design Journal and on the Advisory Board of the Journal on Microelectronics Systems Integration. He has one patent pending. His research interests include VLSI design methods and architectures, low power circuits and systems, digital signal processing architectures, parallel algorithm design, computer arithmetic, image and video signal processing, neural networks, and wideband network architectures.Dr. Bayoumi received the 2003 IEEE Circuit and Systems Education Award, the 1993 Distinguished Professor Award and the University of Louisiana at Lafayette 1988 Researcher of the Year Award. He was an Associate Editor of the IEEE CIRCUITS AND DEVICES MAGAZINE, the IEEE TRANSACTIONS ON VLSI SYSTEMS, the IEEE TRANSACTIONS ON NEURAL NETWORKS, and the IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS—II: ANALOG AND DIGITAL SIGNAL PROCESSING. From 1991 to 1994, he served on the Distinguished Visitors Program for the IEEE Computer Society, and he was on the Distinguished Lecture Program of the Circuits and Systems Society. He was the Vice President for the technical activities of the IEEE Circuits and Systems Society. He is the general chair of The IEEE International Symposium on Circuits and Systems—ISCAS in 2007. He was the Co-chairman of the Workshop on Computer Architecture for Machine Perception in 1993. He was the General Chairman of the 1994 MWSCAS and Co-chair of 22003 MWSCAS. He was the General Chairman for the 8th Great Lake Symposium on VLSI in 1998. He has been on the Technical Program Committee for ISCAS for several years and he was the Publication Chair for ISCAS99. He was also the General Chairman of the 2000 Workshop on Signal Processing Design and Implementation. He was a founding member of the VLSI Systems and Applications Technical Committee and was its Chairman. He is currently the Chairman of the Technical Committee on Circuits and Systems for Communication, and he was the chair of the Technical Committee on Signal Processing Design and Implementation. He is a member of the Neural Network and the Multimedia Technology Technical Committees. Currently, he is the faculty advisor for the IEEE Computer Student Chapter at the University of Louisiana at Lafayette. He is a fellow IEEE.     

Design of Square-Root Domain Filters

In this paper, a square-root domain band-pass filter and biquad filter which are based on the MOSFET square law are proposed. Both of the square-root domain filters operated at 2.5 V supply voltage are constituted by current mirrors, current-mode square-root circuits and capacitors. The circuits presented have been simulated and fabricated using 0.25 m CMOS process. Both of simulation and measured results which are in good agreement indicate that the center frequency f₀ is not only attainable at megahertz frequencies but also tunable electronically. The proposed circuits have the merits of high frequency operation, tuneability, low power supply voltage operation, low third order intermodulation distortion and low total harmonic distortion.Gwo-Jeng Yu was born in Kaohsiung, Taiwan, R.O.C., in 1954. He received the B.S. and M.S. degrees in the Department Electronic Engineering in 1972 and 1976, respectively, from National Chiao Tung University, HsinChu, Taiwan, R.O.C., and he is currently working toward the Ph.D. degree in the Department of Electrical Engineering of National Cheng Kung University, Tainan, Taiwan, R.O.C.Since 1978, he has been on the Faculty of Institute of Cheng Shiu Technology, Kaohsiung, Taiwan, R.O.C., where he is currently a Associate Professor in the Department of Electronic Engineering. During 1979–1990, he was the Chairman of the Electronic Engineering Department and the Chairman of the Microelectronics and Information Technology Center during 1996–2000.His current researches include current-mode circuits design, analog IC design and VLSI circuit design.Chun-Yueh Huang was born in Taichung, Taiwan, Republic of China, on March 24, 1967. He received the B.S. degree in industrial education from the National Chang Hwa Normal University, Chang Hwa, Taiwan in 1991, M.S. and Ph.D. degrees both in electrical engineering from the National Cheng Kung University, Tainan, Taiwan, in 1993 and 1997, respectively. Since 1999 he has been with the Kan Shan University of Technology, where he is currently Associate Professor and Chairman of the Department of Electronic Engineering. His current researches include current-mode circuits design, VLSI design, analog IC design, and analog IP design.Bin-Da Liu received the B.S., M.S., and Ph.D. degrees all in electrical engineering from the National Cheng Kung University, Tainan, Taiwan, in 1973, 1975, and 1983, respectively.Since 1977 he has been on the faculty of the National Cheng Kung University, where he is currently Distinguished Professor in the Department of Electrical Engineering and Director of the SoC Research Center. During 1983–1984, he was a Visiting Assistant Professor in the Department of Computer Science, University of Illinois at Urbana-Champaign. During 1988–1992, he was the Director of Electrical Laboratories, National Cheng Kung University. He was the Associate Chair of the Electrical Engineering Department during 1996–1999 and the Chair during 1999–2002. Since 1995 he has been a consultant of the Chip Implementation Center, National Applied Research Laboratories. He has published more than 190 technical papers. He also contributed chapters in the book Neural Networks and Systolic Array Design (D. Zhang, Ed. Singapore: World Scientific Publisher, 2002) and the book Accuracy Improvements in Linguistic Fuzzy Modeling (J. Casillas, O. Cordón, F. Herrera, and L. Magdalena, Eds. Heidelberg, Germany: Springer-Verlag, 2003). He is currently a CAS Associate Editor of the IEEE Circuits {&} Devices Magazine and an Associate Editor of the IEEE Transactions on Circuits and Systems-I. His current research interests include low power circuit design, SoC system integration and verification, and VLSI implementation for fuzzy-neural networks and audio/video signal processors.Jenn-Jiun Chen received the B.S. and M.S. degrees both in electrical engineering from the National Cheng Kung University, Tainan, Taiwan, in 2001 and 2003, respectively. His research interests are design and modeling of current mode circuit, low power analog circuit design, current mode filters, and instrumental amplifier in micro sensor applications. He received Chip Design Award from the Chip Implementation Center, National Applied Research Laboratories, in 2002.     

Statistical Multiplexing based on MPEG-4 Fine Granularity Scalability Coding

Conventional statistical multiplexing methods for MPEG-1/2 programs involve high computationally complex transcoding (decoding and re-encoding) process to convert the original bit-rate into the target bit-rate. To avoid a time-consuming transcoding process, a new statistical multiplexer is proposed to enable content provider to easily convert the bit-rates by exploiting the MPEG-4 fine granularity scalability (FGS) coding scheme. The proposed statistical multiplexer is particularly useful for multiple-program broadcasting applications, including Internet television and video on demand, as well as value-added MPEG-4 video streaming services for DVB and ATSC digital TV systems. The proposed multiplexer mainly includes two parts: the FGS-based frame lag scheme and the optimal bit-plane truncation scheme. The FGS-based frame lag scheme exploits intra- and inter-layer correlations exist in MPEG-4 FGS bit-streams. The optimal bit-plane truncation scheme dynamically truncates enhancement layers of FGS bit-streams under the available bandwidth constraint and the quality/smoothness constraint. Experimental results show that high statistical multiplexing efficiency, inter-program fairness, and intra-program smoothness are achieved by the proposed multiplexer. Portion of this work was presented at Third International Workshop on Digital and Computational Video (DCV2003), USA, November 2002. Xiaokang Yang received B.S. degree from Xiamen University, Xiamen, China, in 1994, M.Eng. degree from the Chinese Academy of Sciences, Shanghai, China, in 1997, and the Ph.D. degree from Shanghai Jiao Tong University, Shanghai, China, in 2000. From September 2000 to March 2002, he worked as a Research Fellow at the Centre for Signal Processing, Nanyang Technological University, Singapore. From April 2002 to October 2004, he was a Research Scientist with the Institute for Infocomm Research (I²R), Singapore. He is currently an Associate Professor of the Institute of Image Communication and Information Processing, Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China. His current research interests include scalable video coding, perceptual video processing, video transmission over networks, and digital television. He has published over 60 refereed papers and filed six patents. He is currently a member of Visual Signal Processing and Communications Technical Committee of the IEEE Circuits and Systems Society. He has received awards from A-STAR and Tan Kah Kee foundations (Singapore), and the Best Young Investigator Paper Award at IS&T/SPIE International Conference on Video Communication and Image Processing (VCIP'2003) in perceptual video processing. Nam Ling received a B.Eng. degree in Electrical Engineering from Singapore. He received M.S. and Ph.D. degrees, both in Computer Engineering, from the University of Louisiana at Lafayette, Louisiana, U.S.A. Prof. Ling is currently a full Professor with the Department of Computer Engineering and the Associate Dean (Graduate Studies and Research) for the School of Engineering at Santa Clara University (SCU), California, U.S.A. Prof. Ling is also a Consulting Professor and Honorary Advisor to the National University of Singapore. Prof. Ling has over 120 publications in the fields of video coding, decoder design, video streaming, and systolic arrays. He is the primary author of the book entitled Specification and Verification of Systolic Arrays. Prof. Ling received the Arthur Vining Davis Junior Faculty Fellowship in 1991 and the SCU Outstanding Achievement Award in Teaching, Research, and Service, in 1992. Prof. Ling was named 1999 Researcher of the Year by SCU Engineering. He received the SCU Award for Recent Achievement in Scholarship in 2002 and the President's Special Recognition Award in 2005. He was named IEEE Distinguished Lecturer (Circuits and Systems) for the year 2002-2003. Prof. Ling also received the 2003 IEEE ICCE Best Paper Award. His co-authored fast motion estimation method was adopted into the MPEG/VCEG JVT video international standard in 2005. Prof. Ling served as an Associate Editor for the IEEE Transactions on Circuits and Systems--I in 2002--03. He is currently a Guest Co-editor for the Journal of VLSI Signal Processing Systems. In 1993--1995, Prof. Ling served as the Chair of the IEEE Computer Society Technical Committee (TC) on Microprocessors and Microcomputers. Currently he serves as the Chair-elect for the CASCOM TC (IEEE CAS Society). He is a member in the VSPC TC (IEEE CAS Society) and the DISPS TC (IEEE SP Society). Prof. Ling was the General Chair of the IEEE Hot Chips Symposium in 1995. He served as Program Chair for DCV'02 and SiPS'00. He has been a Track Co-Chair for ISCAS since 2004. Prof. Ling served in program committees, organizing committees, and as session chairs for many IEEE conferences. He holds professional memberships in IEEE, SPIE, and ASEE.     

A Novel Design Methodology for High-Performance Programmable Decoder Cores for AA-LDPC Codes

A new parameterized-core-based design methodology targeted for programmable decoders for low-density parity-check (LDPC) codes is proposed. The methodology solves the two major drawbacks of excessive memory overhead and complex on-chip interconnect typical of existing decoder implementations which limit the scalability, degrade the error-correction capability, and restrict the domain of application of LDPC codes. Diverse memory and interconnect optimizations are performed at the code-design, decoding algorithm, decoder architecture, and physical layout levels, with the following features: (1) Architecture-aware (AA)-LDPC code design with embedded structural features that significantly reduce interconnect complexity, (2) faster and memory-efficient turbo-decoding algorithm for LDPC codes, (3) programmable architecture having distributed memory, parallel message processing units, and dynamic/scalable transport networks for routing messages, and (4) a parameterized macro-cell layout library implementing the main components of the architecture with scaling parameters that enable low-level transistor sizing and power-rail scaling for power-delay-area optimization. A 14.3 mm² programmable decoder core for a rate-1/2, length 2048 AA-LDPC code generated using the proposed methodology is presented, which delivers a throughput of 6.4 Gbps at 125 MHz and consumes 787 mW of power.Mohammad M. Mansour received his B.E. degree with distinction in 1996 and his M.S. degree in 1998 all in Computer and Communications Engineering from the American University of Beirut (AUB). In August 2002, he received his M.S. degree in Mathematics from the University of Illinois at Urbana-Champaign (UIUC). Mohammad received his Ph.D. in Electrical Engineering in May 2003 from UIUC. He is currently an Assistant Professor of Electrical Engineering with the ECE department at AUB. From 1998 to 2003, he was a research assistant at the Coordinated Science Laboratory (CSL) at UIUC. In 1997 he was a research assistant at the ECE department at AUB, and in 1996 he was a teaching assistant at the same department. From 1992–1996 he was on the Deans honor list at AUB. He received the Harriri Foundation award twice in 1996 and 1998, the Charli S. Korban award twice in 1996 and 1998, the Makhzoumi Foundation Award in 1998, and the PHI Kappa PHI Honor Society awards in 2000 and 2001. During the summer of 2000, he worked at National Semiconductor Corp., San Francisco, CA, with the wireless research group. His research interests are VLSI architectures and integrated circuit (IC) design for communications and coding theory applications, digital signal processing systems and general purpose computing systems.Naresh R. Shanbhag received the B.Tech from the Indian Institute of Technology, New Delhi, India, in 1988, M.S. from Wright State University and Ph.D. degree from the University of Minnesota, in 1993, all in Electrical Engineering. From July 1993 to August 1995, he worked at AT&T Bell Laboratories at Murray Hill in the Wide-Area Networks Group, where he was responsible of development of VLSI algorithms, architectures and implementation for high-speed data communications applications. In particular, he was the lead chip architect for AT&Ts 51.84 Mb/s transceiver chips over twisted-pair wiring for Asynchronous Transfer Mode (ATM)-LAN and broadband access. Since August 1995, he is with the Department of Electrical and Computer Engineering, and the Coordinated Science Laboratory where he is presently an Associate Professor and Director of the Illinois Center for Integrated Microsystems. At University of Illinois, he founded the VLSI Information Processing Systems (ViPS) Group, whose charter is to explore issues related to low-power, high-performance, and reliable integrated circuit implementations of broadband communications and digital signal processing systems. He has published numerous journal articles/book chapters/conference publications in this area and holds three US patents. He is also a co-author of the research monograph Pipelined Adaptive Digital Filters (Norwell, MA: Kluwer, 1994). Dr. Shanbhag received the 2001 IEEE Transactions Best Paper Award, 1999 Xerox Faculty Research Award, 1999 IEEE Leon K. Kirchmayer Best Paper Award, the 1997 Distinguished Lecturer of IEEE Circuit and Systems Society (97–99), the National Science Foundation CAREER Award in 1996, and the 1994 Darlington Best Paper Award from the IEEE Circuits and Systems society. From 1997–99 and 2000–2002, he served as an Associate Editor for IEEE Transaction on Circuits and Systems: Part II and an Associate Editor for the IEEE Transactions on VLSI, respectively. He was the technical program chair for the 2002 IEEE Workshop on Signal Processing Systems (SiPS02).     

Digital Signal Processing with Interleaved ADC Systems

This paper addresses a problem associated with interleaved ADC systems from the digital signal processing algorithm design perspective. The output streams of an interleaved ADC system are inherently in parallel format. It would be nice if DSP algorithms can be designed to take advantage of the inherently parallel signal streams in the interleaved ADC system without the need of a high speed parallel-to-serial multiplexer. Frequency response of a parallel filter bank is derived. It is found that the overall frequency response is the average of each individual interpolated channel filter plus the aliasing components. The aliasing components come from the deviation of each individual channel from the average response.Results are applied to characterize the gain mismatch of ADC arrays. Sinusoidal response is also investigated. The results can be used to characterize the frequency response mismatch of ADC arrays.Yih-Chyun Jenq received the B.S.E. degree from National Taiwan University, Taipei, Taiwan in 1971, and the M.S.E., M.A., and Ph.D. degrees in Electrical Engineering from Princeton University, Princeton, NJ in 1974, 1975, and 1976, respectively. From 1976 to 1980, he was Assistant Professor of Electrical Engineering at the State University of New York at Stony Brook, Stony Brook, NY. From 1980 to 1984, he was a Member of Technical Staff at AT&T Bell Laboratories, Homdel, NJ. From 1984 to 1990, he was a Research Manager and Principal Engineer at Tektronix Laboratories, Beaverton, OR. In September 1990, he joined the Faculty of the Department of Electrical and Computer Engineering at Portland State University, Portland, OR where he is currently a Full Professor. From 1987 to 1989, Dr. Jenq served as Associate Editor of the IEEE Transactions on Circuits and Systems in charge of Digital Signal Processing. He was the recipient of the 1988 Andrew R. Chi Prize Paper Award of the IEEE Instrumentation and Measurement Society. He holds ten (10) U.S. patents. Dr. Jenq is a fellow of the IEEE.     

High-Speed and Low-Power IP for Embedded Block Coding with Optimized Truncation (EBCOT) Sub-Block in JPEG2000 System Implementation

In this paper we propose novel high-speed and low-power architecture for the context formation sub-block in tier-1 block of JPEG2000 system. The proposed architecture is inspired from the statistical analysis results on 20 test images, each one 512*512 pixels, gray scale with 8 bit pixels. The proposed architecture incorporates a check unit to detect unnecessary operations in both pass1 and pass2 of the EBCOT block. For code block size of 64*64 bits, the timing and power consumption analysis show that the proposed architecture reduces the power consumption about 20.64% and increases the processing speed to about 33.67% with respect to the speedy reference architecture. The proposed architecture has a processing speed close to the parallel mode architectures with almost the same area for serial mode architectures and more power saving. The proposed architecture gathers the basic advantages of the serial and parallel mode implementations in addition to lower power consumption. Ramy E. Aly received the B.S. degree in electrical engineering from University of Alexandria, Egypt, in 1994, and the M.S. degree in electrical engineering from Old Dominion University, VA, in 2001 and M.S. in computer engineering from University of Louisiana at Lafayette, in 2002. He is currently working toward his Ph.D. degree at the Center for Advanced Computer Studies (CACS), University of Louisiana, Lafayette. Since 2001, he has been a Research Assistant with the CACS, in the VLSI Research group of M. A. Bayoumi, University of Louisiana. His research interests include low-power VLSI circuit design, low-power SRAM design, JPEG2000 Architecture and CAD-tools. Magdy A. Bayoumi(S'80-M'84-SM'87-F'99) received the B.Sc. and M.Sc. degrees in electrical engineering from Cairo University, Cairo, Egypt, in 1973 and 1977, the M.Sc. degree in computer engineering from Washington University in St. Louis, MO, in 1981, and the Ph.D. degree in electrical engineering from the University of Windsor, Windsor, ON, Canada, in 1984. Currently, he is the Director of the Center for Advanced Computer Studies (CACS), Department Head of the Computer Science Department, the Edmiston Professor of Computer Engineering, and the Lamson Professor of Computer Science at The Center for Advanced Computer Studies, University of Louisiana at Lafayette, where he has been a Faculty Member since 1985. He has edited and coedited three books in the area of VLSI Signal Processing. He has one patent pending. His research interests include VLSI design methods and architectures, low-power circuits and systems, digital signal processing architectures, parallel algorithm design, computer arithmetic, image and video signal processing, neural networks, and wide-band network architectures. Dr. Bayoumi received the University of Louisiana at Lafayette 1988 Researcher of the Year Award and the 1993 Distinguished Professor Award. He was an Associate Editor of the IEEE CIRCUITS AND DEVICES MAGAZINE, the IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, the IEEE TRANSACTIONS ON NEURAL NETWORKS, and the IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS-II: ANALOG AND DIGITAL SIGNAL PROCESSING. He was an Associate Editor of the Circuits and Devices Magazine and is currently an Associate Editor of Integration, the VLSI Journal, and the Journal of VLSI Signal Processing Systems. He is a Regional Editor for the VLSI Design Journal and on the Advisory Board of the Journal on Microelectronics Systems Integration. From 1991 to 1994, he served on the Distinguished Visitors Program for the IEEE Computer Society, and he is on the Distinguished Lecture Program of the Circuits and Systems Society. He was the Vice President for technical activities of the IEEE Circuits and Systems Society. He was the Cochairman of the Workshop on Computer Architecture for Machine Perception in 1993, and is a Member of the Steering Committee of this workshop. He was the General Chairman of the 1994 MWSCAS and is a Member of the Steering Committee of this symposium. He was the General Chairman for the 8th Great Lake Symposium on VLSI in 1998. He has been on the Technical Program Committee for ISCAS for several years and he was the Publication Chair for ISCAS'99. He was also the General Chairman of the 2000 Workshop on Signal Processing Design and Implementation. He was a founding member of the VLSI Systems and Applications Technical Committee and was its Chairman. He is currently the Chairman of the Technical Committee on Circuits and Systems for Communication and the Technical Committee on Signal Processing Design and Implementation. He is a Member of the Neural Network and the Multimedia Technology Technical Committees. Currently, he is the faculty advisor for the IEEE Computer Student Chapter at the University of Louisiana at Lafayette.     

An On-Chip Spectrum Analyzer for Analog Built-In Testing

This paper presents an analog built-in testing (BIT) architecture and its implementation. It enables the frequency response and harmonic distortion characterizations of an integrated device-under-test (DUT) through a digital off-chip interface. External analog instrumentation is avoided, reducing test time and cost. The proposed on-chip testing scheme uses a digital frequency synthesizer and a simple signal generator synchronized with a switched capacitor bandpass filter. A general methodology for the use of this structure in the functional verification of a DUT is also provided. The circuit-level design and experimental results of an integrated prototype in standard CMOS 0.5 m technology are presented to demonstrate the feasibility of the proposed BIT technique.Marcia G. Mendez-Rivera was born in Irapuato, Mexico in 1972. She received the Communications and Electronics Engineering Degree from the Universidad de Guanajuato, Guanajuato, Mexico. in 1996, the M.Sc. degree from the Instituto Nacional de Astrofisica, Optica y Electronica (INAOE), Puebla, Mexico in 1998 and the M.Sc. from Texas A&M University, College Station in 2002. Her research interest is in the design and fabrication of analog and mixed-signal circuits.Alberto Valdes-Garcia born in 1978, grew up in San Mateo Atenco, Mexico. He received the B.S. in Electronic Systems Engineering degree from the Monterrey Institute of Technology (ITESM), Campus Toluca, Mexico in 1999 (with honors as the best score from all majors). Since the fall of 2000 he has been working towards the Ph.D. degree at Analog and Mixed-Signal Center (AMSC), Texas A&M University. During the spring and summer of 2000 he was a Design Engineer with Motorola Broadband Communications Sector. In the summer of 2002 he was with the Read Channel Design Group at Agere Systems where he investigated wide tuning range GHz LC VCOs for mass storage applications. During the summer of 2004 he was with the Mixed-Signal Communications IC Design Group at the IBM T. J. Watson Research Center, where worked on design and analysis of SiGe power amplifiers for millimeter wave radios. Since the fall of 2001 he has been a Semiconductor Research Corporation (SRC) research assistant at the AMSC working on the development of analog built-in testing techniques. Since the fall of 2000, Alberto has been the recipient of a scholarship from the Mexican National Council for Science and Technology (CONACYT). He represented Mexico in the 1994 Odyssey of the Mind World Creativity Contest and in the 1997 International Exposition for Young Scientists. His present research interests include built-in testing implementations for analog and RF circuits, system level design for wireless receivers and RF circuit design for UltraWideBand (UWB) communications.Jose Silva-Martinez was born in Tecamachalco, Puebla, México. He received the B.S. degree in electronics from the Universidad Autónoma de Puebla, México, in 1979, the M.Sc. degree from the Instituto Nacional de Astrofísica Optica y Electrónica (INAOE), Puebla, México, in 1981, and the Ph.D. degree from the Katholieke Univesiteit Leuven, Leuven Belgium in 1992. From 1981 to 1983, he was with the Electrical Engineering Department, INAOE, where he was involved with switched-capacitor circuit design. In 1983, he joined the Department of Electrical Engineering, Universidad Autonoma de Puebla, where he remained until 1993; He was a co-founder of the graduate program on Opto-Electronics in 1992. From 1985 to 1986, he was a Visiting Scholar in the Electrical Engineering Department, Texas A&M University. In 1993, he re-joined the Electronics Department, INAOE, and from May 1995 to December 1998, was the Head of the Electronics Department; He was a co-founder of the Ph.D. program on Electronics in 1993. He is currently with the Department of Electrical Engineering (Analog and Mixed Signal Center) Texas A&M University, at College Station, where He holds the position of Associate Professor. His current field of research is in the design and fabrication of integrated circuits for communication and biomedical application. Dr. Silva-Martinez has served as IEEE CASS Vice President Region-9 (1997–1998), and as Associate Editor for IEEE Transactions on Circuits and Systems part-II from 1997–1998 and May 2002–December 2003. Since January 2004 is serving as Associate Editor of IEEE TCAS Part-I. He was the main organizer of the 1998 and 1999 International IEEE-CAS Tour in region 9, and Chairman of the International Workshop on Mixed-Mode IC Design and Applications (1997–1999). He is the inaugural holder of the TI Professorship-I in Analog Engineering, Texas A&M University. He was a co-recipient of the 1990 European Solid-State Circuits Conference Best Paper Award.Edgar Sánchez-Sinencio was born in Mexico City, Mexico. He received the degree in communications and electronic engineering (Professional degree) from the National Polytechnic Institute of Mexico, Mexico City, the M.S.E.E. degree from Stanford University, CA, and the Ph.D. degree from the University of Illinois at Urbana-Champaign, in 1966, 1970, and 1973, respectively. In 1974 he held an industrial Post-Doctoral position with the Central Research Laboratories, Nippon Electric Company, Ltd., Kawasaki, Japan. From 1976 to 1983 he was the Head of the Department of Electronics at the Instituto Nacional de Astrofísica, Optica y Electrónica (INAOE), Puebla, Mexico. He was a Visiting Professor in the Department of Electrical Engineering at Texas A&M University, College Station, during the academic years of 1979–1980 and 1983-1984. He is currently the TI J Kilby Chair Professor and Director of the Analog and Mixed-Signal Center at Texas A&M University. He was the General Chairman of the 1983 26th Midwest Symposium on Circuits and Systems. He was an Associate Editor for IEEE Trans. on Circuits and Systems, (1985–1987), and an Associate Editor for the IEEE Trans. on Neural Networks. He is the former Editor-in-Chief of the Transactions on Circuits and Systems II. He is co-author of the book Switched Capacitor Circuits (Van Nostrand-Reinhold 1984), and co-editor of the book Low Voltage/Low-Power Integrated Circuits and Systems (IEEE Press 1999). In November 1995 he was awarded an Honoris Causa Doctorate by the National Institute for Astrophysics, Optics and Electronics, Mexico. The first honorary degree awarded for Microelectronic Circuit Design contributions. He is co-recipient of the 1995 Guillemin-Cauer for his work on Cellular Networks. He is a former IEEE CAS Vice President-Publications. He was also the co-recipient of the 1997 Darlington Award for his work on high-frequency filters He received the Circuits and Systems Society Golden Jubilee Medal in 1999. He was the IEEE Circuits and Systems Society, Representative to the Solid-State Circuits Society (2000–2002). He is presently a member of the IEEE Solid-State Circuits Fellow Award Committee. His present interests are in the area of RF-Communication circuits and analog and mixed-mode circuit design. He is an IEEE Fellow Member since 1992.     

Test Planning and Test Resource Optimization for Droplet-Based Microfluidic Systems

Recent years have seen the emergence of droplet-based microfluidic systems for safety-critical biomedical applications. In order to ensure reliability, microsystems incorporating microfluidic components must be tested adequately. In this paper, we investigate test planning and test resource optimization for droplet-based microfluidic arrays. We first formulate the test planning problem and prove that it is NP-hard. We then describe an optimization method based on integer linear programming (ILP) that yields optimal solutions. Due to the NP-hard nature of the problem, we develop heuristic approaches for optimization. Experimental results indicate that for large array sizes, the heuristic methods yield solutions that are close to provable lower bounds. These heuristics ensure scalability and low computation cost. This research was supported in part by the National Science Foundation under grant number IIS-0312352. A preliminary version of this paper appeared in Proc. European Test Symposium. pp. 72–77, 2004 Fei Su received the B.E. and the M.S. degrees in automation from Tsinghua University, Beijing, China, in 1999 and 2001, respectively, and the M.S. degree in electrical and computer engineering from Duke University, Durham, NC, in 2003. He is now a Ph.D. candidate in electrical and computer engineering at Duke University. His research interests include design and testing of mixed-technology microsystems, electronic design automation, mixed-signal VLSI design, MEMS modeling and simulation. Sule Ozev received her B.S. degree in Electrical Engineering at Bogazici University in 1995, and her M.S. and Ph.D. degrees in Computer Science and Engineering at University of California, San Diego in 1998 and 2002 respectively. Since 2002, she has been a faculty member at Duke University, Electrical and Computer Engineering Department. Her research interests include RF circuit analysis and testing, process variability analysis, and mixed-signal testing. Krishnendu Chakrabarty received the B. Tech. degree from the Indian Institute of Technology, Kharagpur, in 1990, and the M.S.E. and Ph.D. degrees from the University of Michigan, Ann Arbor, in 1992 and 1995, respectively, all in Computer Science and Engineering. He is now Associate Professor of Electrical and Computer Engineering at Duke University. Dr Chakrabarty is a recipient of the National Science Foundation Early Faculty (CAREER) award and the Office of Naval Research Young Investigator award. His current research projects include: design and testing of system-on-chip integrated circuits; design automation of microfluidics-based biochips; microfluidics-based chip cooling; distributed sensor networks. Dr Chakrabarty has authored three books Microelectrofluidic Systems: Modeling and Simulation (CRC Press, 2002), Test Resource Partitioning for System-on-a-Chip (Kluwer, 2002), and Scalable Infrastructure for Distributed Sensor Networks (Springer, 2005) 3/4 and edited the book volume SOC (System-on-a-Chip) Testing for Plug and Play Test Automation (Kluwer 2002). He has published over 200 papers in journals and refereed conference proceedings, and he holds a US patent in built-in self-test. He is a recipient of best paper awards at the 2005 IEEE International Conference on Computer Design and 2001 IEEE Design, Automation and Test in Europe (DATE) Conference. He is also a recipient of the Humboldt Research Fellowship, awarded by the Alexander von Humboldt Foundation, Germany. Dr Chakrabarty is an Associate Editor of IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on VLSI Systems, IEEE Transactions on Circuits and System I, ACM Journal on Emerging Technologies in Computing Systems, and an Editor of Journal of Electronic Testing: Theory and Applications (JETTA). He a member of the editorial board for Sensor Letters and Journal of Embedded Computing and he serves as a subject area editor for the International Journal of Distributed Sensor Networks. He has also served as an Associate Editor of IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing. He is a senior member of IEEE, a member of ACM and ACM SIGDA, and a member of Sigma Xi. He serves as Vice Chair of Technical Activities in IEEE’s Test Technology Technical Council, and is a member of the program committees of several IEEE/ACM conferences and workshops. He served as the Program Co-Chair for the 2005 IEEE Asian Test Symposium.     

Analysis and VLSI Realization of a Blind Beamforming Algorithm

We present the fixed-point analysis and VLSI realization of a maximum-power blind beamforming algorithm. This algorithm consists of the computation of a correlation matrix and its dominant eigenvector, and we propose that the latter be accomplished by the power method. After analyzing the numerical stability of the power method, we derive a division-free form of the algorithm. Based on a block-Toeplitz assumption, we design an FIR filter based system to realize both the correlation computation and the power method. Our ring processor, which is optimized to implement digital filters, is used as the core of the architecture. A special technique for dynamically switching filter inputs is shown to double the system throughput. VLSI design is discussed in detail and chip fabrication results are presented.Fan Xu received the B.S. and M.S. degrees in electronics engineering from Tsinghua University, Beijing, China, in 1993 and 1996, respectively, and the Ph.D. degree in electrical engineering from the University of California, Los Angeles, in 2001. His Ph.D. research focused on algorithm design and analysis for digital signal processors and eigenvector estimation architectures.In 1997, he held an internship at Bell Labs, Lucent Technologies, Holmdel, NJ, where he worked on equalization algorithms for cellular systems. He joined Broadcom Co., Irvine, CA, in 2001. His research interests include VLSI signal processing, customized digital signal processor, efficient hardware architectures for adaptive signal processing and high-performance VLSI design.Guichang Zhong received the B.S. degree from Xi an Jiaotong University, China, in 1996 and the M.S. degree from the Institute of Microelectronics of Chinese Academy of Sciences, Beijing, China, in 2000, both in electrical engineering. He is currently working toward the Ph.D. degree in integrated circuits and systems at the University of California, Los Angeles.His present research interests are in high-performance VLSI digital signal processors design, with an emphasis on reconfigurable and energy-efficient architecture.Alan N. Willson, Jr. received the B.E.E. degree from the Georgia Institute of Technology, Atlanta, in 1961, and the M.S. and Ph.D. degrees from Syracuse University, Syracuse, NY, in 1965 and 1967 respectively.From 1961 to 1964 he was with IBM, Poughkeepsie, NY. He was an Instructor in electrical engineering at Syracuse University from 1965 to 1967. From 1967 to 1973 he was a Member of the Technical Staff at Bell Laboratories, Murray Hill, NJ. Since 1973, he has been on the faculty of the University of California, Los Angeles (UCLA), where he is Professor of Engineering and Applied Science in the Electrical Engineering Department. In addition, he served the UCLA School of Engineering and Applied Science as Assistant Dean for Graduate Studies from 1977 through 1981 and as Associate Dean of Engineering from 1987 through 2001. He has been engaged in research concerning computer-aided circuit analysis and design, the stability of distributed circuits, properties of nonlinear networks, theory of active circuits, digital signal processing, analog circuit fault diagnosis, and integrated circuits for signal processing. He is editor of Nonlinear Networks: Theory and Analysis (New York: IEEE Press, 1974). In 1991 he founded Pentomics, Inc.Dr. Willson is a member of Eta Kappa Nu, Sigma Xi, Tau Beta Pi, the Society for Industrial and Applied Mathematics, and the American Society for Engineering Education. From 1977 to 1979, he served as Editor of the IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. In 1980, he was General Chairman of the 14th Asilomar Conference on Circuits, Systems, and Computers. During 1984, he served as President of the IEEE Circuits and Systems Society. He was the recipient of the 1978 and 1994 Guillemin-Cauer Awards of the IEEE Circuits and Systems Society, the 1982 GeorgeWestinghouse Award of the American Society for Engineering Education, the 1982 Distinguished Faculty Award of the UCLA Engineering Alumni Association, the 1984 Myril B. Reed Best Paper Award of the Midwest Symposium on Circuits and Systems, the 1985 and 1994 W.R.G. Baker Awards of the IEEE, the 2000 Technical Achievement Award and the 2003 Mac Van Valkenburg Award of the IEEE Circuits and Systems Society.     

Scheduling for time-division based shared channel allocation for UMTS

The Universal Mobile Telecommunications System (UMTS) adopts the WCDMA technology as the radio access interface to provide variable transmission rate services. There are four classes of connections identified in UMTS, which are the conversational, streaming, interactive, and background connections. To efficiently utilize radio bandwidth, the shared channel approach is proposed to deliver the packets for the interactive and background connections. This paper proposes a “Shared-Channel Assignment and Scheduling” (SCAS) algorithm to periodically allocate shared channels to serve interactive and background connections. We conduct formal mathematical proofs and simulation experiments to investigate the performance of the SCAS algorithm. We formally prove that with SCAS, a shared channel can be fully utilized (i.e., the utilization of a shared channel can be up to 100%) to serve the interactive connections. Our analysis indicates that compared with the previously proposed shared channel allocation and scheduling algorithms, there are less computation and communication overheads introduced in the SCAS algorithm. The results of the simulation experiments indicate that it is preferred to set up the Transmission Time Interval (TTI; that is, the unit of time interval for shared channel allocation) smaller to optimize the performance of the SCAS algorithm, including the shared channel utilization and the average waiting time of a connection before getting transmission service. A preliminary version [11] of this work has been accepted by IEEE Wireless Communications and Networking Conference 2004. This paper is an extension of the proposed algorithm, and simulation and analysis are conducted to investigate the performance of the proposed algorithm. Chai-Hien Gan was born in Malaysia in 1971. He received his BS degree in computer science from Tamkang University in 1994, Taipei County, Taiwan, and both his MS. and Ph.D. degrees in computer science and information engineering from National Taiwan University, Taipei, Taiwan, in 1996 and 2005, respectively. Since March 2005, he has been a Research Assistant Professor in Department of Computer Science, National Chiao Tung University, R.O.C. His current research interests include wireless mesh networks, mobile computing, personal communications services, and wireless Internet. Phone Lin received his BSCSIE degree and Ph.D. degree from National Chiao Tung University, Taiwan, R.O.C. in 1996 and 2001, respectively. From August 2001 to July 2004, he was an Assistant Professor in Department of CSIE and Graduate Institute of Graduate of Networking and Multimedia, National Taiwan University, R.O.C. Since August 2004, he has been an Associate Professor in Department of CSIE and Graduate Institute Graduate of Networking and Multimedia, National Taiwan University, R.O.C. His current research interests include personal communications services, wireless Internet, and performance modeling. Dr. Lin is an Associate Editor for IEEE Transactions on Vehicular Technology, Editor for IEEE Wireless Communications special issue on Mobility and Resource Management and a Guest Editor for ACM/Springer MONET special issue on Wireless Broad Access. He is also an Associate Editorial Member for the WCMC Journal. P. Lin’s email and website addresses are plin@csie.ntu.edu.tw and http://www.csie.ntu.edu.tw/~plin, respectively. Nei-Chiung Perng is presently a Ph.D. student in the Department of Computer Science and Information Engineering, National Taiwan University. He received his Bachelor and Master degrees in the Department of Computer and Information Science, National Chiao Tung University in 1999 and 2001, respectively. His research interests include real-time systems and scheduling algorithms. Tei-Wei Kuo received B.S.E. degree in computer science and information engineering from National Taiwan University in Taipei, Taiwan, in 1986. He received the M.S. and Ph.D. degrees in computer sciences from the University of Texas at Austin in 1990 and 1994, respectively. He is currently a Professor and the Chairman of the Department of Computer Science and Information Engineering of the National Taiwan University, Taiwan, ROC. He was an Associate Professor in the Department of Computer Science and Information Engineering of the National Chung Cheng University, Taiwan, ROC, from August 1994 to July 2000. Dr. Kuo is a senior member of the IEEE computer society. His research interest includes embedded systems, real-time process scheduling, real-time operating systems, and real-time databases. He has over 100 technical papers published or been accepted in international journals and conferences and has a book “Real-Time Database Systems: Architecture and Techniques” published by Kluwer Academic Publishers (ISBN 0-7923-7218-2, USA). He is the Program Co-Chair of IEEE 7th Real-Time Technology and Applications Symposium, 2001, and an associate editor of the Journal of Real-Time Systems since 1998. He is an executive committee member of the IEEE Technical Committee on Real-Time Systems in 2005 and the steering committee chair of IEEE RTCSA’05. Dr. Kuo has consulted for government and industry on problems in various real-time and embedded systems designs. Dr. Kuo received several research awards in Taiwan, including the Distinguished Research Award from the ROC National Science Council in 2003 and the Young Scholar Research Award from Academia Sinica, Taiwan, ROC, in 2001. Ching-Chi Hsu was born in Taipei, Taiwan in 1949. He received his BS degree in physics from National Tsing Hwa. University in 1971, Hsishu, Taiwan, and both his MS. and Ph.D. degrees in computer engineering from EE department of National Taiwan University, Taipei, Taiwan, in 1975 and 1982, respectively. In 1977, he joined the faculty of the Department of Computer Science and Information Engineering at National Taiwan University and became an associate professor in 1982. During the years between 1987 and 2002, he was first engaged as a professor and became the chairman of the department. During his tenure in National Taiwan University, Dr. Hsu was a visiting scholar of Computer Science Department, Stanford University from 1984 to 1985. After serving in National Taiwan University for over 25 years, Dr. Hsu had left and was promoted as the president of Kai Nan University in 2002. Starting from February 2004, Dr. Hsu has been the executive vice president of the Institute for Information Industry in which he is mainly in charge of accelerating the growth of information industry in the whole nation. His research interests include distributed processing of data and knowledge, mobile computing and wireless networks.