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一种适用浅海声源的多阵列直接定位方法
引用本文:王冠群,张春华,李宇,张扬帆.一种适用浅海声源的多阵列直接定位方法[J].声学技术,2020,39(5):546-551.
作者姓名:王冠群  张春华  李宇  张扬帆
作者单位:中国科学院声学研究所, 北京 100190;中国科学院先进水下信息技术重点实验室, 北京 100190;中国科学院大学, 北京 100049
基金项目:国防基础科研计划重大项目(JCKY2016206A003)、国防预研项目(3020201020501)
摘    要:针对水下传感器网络系统中的声源定位问题,提出了一种适用于浅海声源的多阵列直接定位方法。该方法根据简正波理论建立阵列接收模型,并根据各阵列接收数据建立联合似然代价函数,最后利用遗传算法进行多维搜索,直接获得声源二维位置估计。仿真结果表明,该方法的声源定位误差小于传统的分步定位方法的定位误差,在较高信噪比时的定位误差稳定在50 m内。该方法通过多阵列联合直接得出声源位置估计,避免了传统分步定位方法中二次估计误差的引入,从而提高了声源定位的精度。

关 键 词:浅海声源  多站联合  直接定位  最大似然估计  遗传算法
收稿时间:2019/9/2 0:00:00
修稿时间:2019/10/16 0:00:00

A multi-array based direct positioning algorithm for shallow water sources
WANG Guanqun,ZHANG Chunhu,LI Yu,ZHANG Yangfan.A multi-array based direct positioning algorithm for shallow water sources[J].Technical Acoustics,2020,39(5):546-551.
Authors:WANG Guanqun  ZHANG Chunhu  LI Yu  ZHANG Yangfan
Affiliation:Institute of Acoustics, Chinese Academy of Sciences, Beijing 100190, China;Key Laboratory of Science and Technology on Advanced Underwater Acoustic Signal Processing, Chinese Academy of Sciences, Beijing 100190, China;University of Chinese Academy of Sciences, Beijing 100049, China
Abstract:Aiming at the problem of multi-source positioning in underwater sensor network system, a multi-array based direct positioning method for shallow sea sources is proposed. In this method, the receiving model of multiple arrays is built based on the normal wave theory, and the joint likelihood cost function is established according to the received data of the multiple arrays. Then, the estimation of two dimensional multi-source positions can directly be obtained by the genetic algorithm. The simulation results show that the source positioning error of this method is smaller than the step by step positioning method, and the positioning error is stable within 50 m at higher signal-to-noise ratio. In this method, the estimation of multi-source positions can be performed by combining multiple arrays, which avoids the second estimation error in the traditional step by step positioning method, thereby to improve the source positioning accuracy.
Keywords:shallow water sources  multi-array  direct positioning  maximum likelihood estimation  genetic algorithms
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