首页 | 官方网站   微博 | 高级检索  
     

基于免疫算法的 TD-SCDMA 网络基站选址优化
引用本文:张英杰,毛赐平,俎云霄,孙先佑.基于免疫算法的 TD-SCDMA 网络基站选址优化[J].通信学报,2014,35(5):6-48.
作者姓名:张英杰  毛赐平  俎云霄  孙先佑
作者单位:1. 湖南大学 信息科学与工程学院,湖南 长沙 410082;2. 湖南大学 通信节能研究所,湖南 长沙 410082; 3. 北京邮电大学 电子工程学院,北京 100876
基金项目:国家自然科学基金资助项目(61174140);湖南省自然科学基金资助项目(13JJA002)
摘    要:针对已有3G基站选址优化算法的不足和TD-SCDMA网络的特点,提出了一种基于免疫算法的TD-SCDMA网络基站选址优化方案。建立了基站选址问题的数学模型,设计了基于反学习的种群初始化方案和精英交叉策略,给出了免疫优化算法框架。实验结果表明,该算法不仅能够以较小的建站代价获得较高的网络覆盖率,而且算法具有较好的收敛性。

关 键 词:免疫算法  反学习  TD-SCDMA网络  基站选址

Immune algorithm-based base station location optimization in the TD-SCDMA network
Ying-jie ZHANG,Ci-ping MAO,Yun-xiao ZU,Xian-you SUN.Immune algorithm-based base station location optimization in the TD-SCDMA network[J].Journal on Communications,2014,35(5):6-48.
Authors:Ying-jie ZHANG  Ci-ping MAO  Yun-xiao ZU  Xian-you SUN
Affiliation:1. School of Information Science and Engineering, Hunan University, Changsha 410082, China;2. Institute for Communications Energy Conservation, Hunan University, Changsha 410082, China;3. School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
Abstract:According to the defects of the existing 3G base station location optimization algorithms and the characteris-tics of the TD-SCDMA network, an optimization program was proposed for TD-SCDMA network base station location based on immune algorithm. A mathematical model of base station location was established. A population initialization program based on opposition-based learning and an elite crossover strategy were also designed, and the immune optimi-zation algorithm framework was presented. The experiments' result shows that the algorithm cannot only get higher net-work coverage with a relatively smaller consideration, but also have better convergence.
Keywords:immune algorithm  opposition-based learning  TD-SCDMA network  base station location
本文献已被 CNKI 等数据库收录!
点击此处可从《通信学报》浏览原始摘要信息
点击此处可从《通信学报》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司    京ICP备09084417号-23

京公网安备 11010802026262号