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前后向空间平滑对相关信号源的DOA估计性能
引用本文:李海森,周天,朱志德,孙圣和.前后向空间平滑对相关信号源的DOA估计性能[J].哈尔滨工业大学学报,2007,39(3):416-419.
作者姓名:李海森  周天  朱志德  孙圣和
作者单位:1. 哈尔滨工业大学,仪器科学与技术博士后流动站,哈尔滨,15001;哈尔滨工程大学,水声工程学院,哈尔滨,15001
2. 哈尔滨工程大学,水声工程学院,哈尔滨,15001
3. 哈尔滨工业大学,仪器科学与技术博士后流动站,哈尔滨,15001
基金项目:中国高等学校博士点基金资助项目(20050217010);;中国博士后科学基金资助项目(LRB00025);;水声技术重点实验室基金资助项目(51445030205ZS2301,9140C200501060C20)
摘    要:提出一种实用的前后向空间平滑(RFBS)算法,从理论上定量分析了统计意义下子阵数目与前后向空间平滑算法解相关性能的关系.理论分析表明,采用该算法后,可明显降低相关信号源的相关系数,且该方法不破坏非相关信号源的独立性.计算机仿真了在总阵元一定的情况下,子阵数目与相干信号源数目分辨概率在不同信噪比下的相互关系,并验证了算法的有效性.

关 键 词:相关信号源  RFBS算法  相关系数  
文章编号:0367-6234(2007)03-0416-04
修稿时间:2005-04-22

Performance of DOA estimation for correlated sources by forward-backward spatial smoothing
LI Hai-sen,ZHOU Tian,ZHU Zhi-de,SUN Sheng-he.Performance of DOA estimation for correlated sources by forward-backward spatial smoothing[J].Journal of Harbin Institute of Technology,2007,39(3):416-419.
Authors:LI Hai-sen  ZHOU Tian  ZHU Zhi-de  SUN Sheng-he
Affiliation:1.Post-doctor Workstation of Instrument Science and Technology;Harbin Institute of Technology;Harbin 150001;China;2.School of Underwater Acoustic Engineering;Harbin Engineering University;China
Abstract:A practical realization of forward-backward spatial smoothing algorithm is proposed.The relationship between the number of sub-arrays and the de-correlating performance of spatial smoothing algorithm is analyzed quantitatively in the case of stat sense.Academic analysis indicates that the correlation coefficient is reduced and the independence among uncorrelated signal sources is reserved after adoption of the algorithm.At the end,simulated results about the mutual relation between the number of sub-arrays ...
Keywords:correlated signal sources  RFBS algorithm  correlated coefficient  
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