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宽带信号DOA估计的一种快速算法

李石岗1,丛玉良1,张旭利2
  

  1. 1吉林大学 通信工程学院,长春 130022;2中国航天科工集团二院23所|北京 100854
  • 出版日期:2009-01-20 发布日期:2009-07-02
  • 通讯作者: 李石岗(1981—〓),男,云南马龙人,吉林大学硕士研究生,主要从事阵列信号处理、空间谱估计方向研究,(Tel)86-13811219571(E-mail)ylcong66@yahoo.com.cn
  • 作者简介:李石岗(1981—〓),男,云南马龙人,吉林大学硕士研究生,主要从事阵列信号处理、空间谱估计方向研究,(Tel)86-13811219571(E-mail)ylcong66@yahoocomcn;丛玉良(1966—〓),女,山东威海人,吉林大学教授,主要从事现代信号处理及其应用方向研究,(Tel)86-13596032181。
  • 基金资助:

    国家863高科技计划基金资助项目(2007AA12Z242);吉林省科技发展计划基金资助项目(20080520)

Fast Algorithm for DOA Estimation of Wideband Signals

LI Shi-gang1|CONG Yu-liang1,Zhang Xu-li2
  

  1. 1College of Communication Engineering,Jilin University,Changchun 130022,China;2Institute No23,Second Academy,China Aerospace Science and Industy Corporation,Beijing 100854,China
  • Online:2009-01-20 Published:2009-07-02

摘要:

CSM(Coherent Signals-subspace Method)算法需要构造聚焦矩阵和进行预估计,运算量大且估计精度容易受预估计的影响,很难达到信号实时处理的目的。为此,提出了一种基于前后向平均的改进非相干信号子空间算法(ISM:Incoherent Signals-subspace Method)。该算法通过把宽带信号分解为若干个窄带信号,对每个窄带信号先用前后向平均法进行去相关处理,再利用ISM算法对宽带非相干信号和相干信号进行DOA(Direction Of Arival)估计。该算法不需要进行预估计,且去相关处理简单容易实现,对宽带相干信号的估计虽然性能不如相干信号子空间算法,但运算量比CSM算法减小很多,是一种快速的宽带信号DOA估计算法。通过实验仿真和性能分析,验证了该算法的有效性。

关键词: 宽带信号DOA估计, 相干信号, 信号子空间, 前后向平均

Abstract:

The CSM (Coherent Signals-subspace Method) is a effective method to estimate the DOA(Direction Of Arrival) of the coherent wide-band signals by using focusing matrix. But the CSM needs more operation and is easy to be affected by advanced estimation, and it can not process signals in real time, because it needs focusing matrix and estimates in advance. This paper proposes a modified ISM (Incoherent Signals-subspace Method) which is based on the forward/backward averaging method. According to decomposing the wide-band signals into many narrow-band signals, and decreasing the relativity of the every narrow-band coherent signals by using forward/backward averaging method, we can estimate the DOA of the incoherent and coherent wide-band signals using ISM. This algorithm is realized easyly in decreasing the relativity. Although the capability is not as good as the CSM to process the coherent wide-band signals, the operation is less than the CSM. This is a fast algorithm for the DOA estimation of the wide-band signals. Simulation result and theory analysis show that this algorithm is effective.

Key words: wide-band signals DOA estimation ,   , coherent signals, signals-subspace  ,  , forward/backward averaging

中图分类号: 

  • TN911.7