A SENSITIVITY ANALYSIS OF THE MUSIC ALGORITHM

被引:140
作者
FRIEDLANDER, B
机构
[1] Signal Processing Technology, Ltd., Palo Alto
来源
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING | 1990年 / 38卷 / 10期
关键词
D O I
10.1109/29.60105
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
A first-order analysis of the sensitivity of the MUSIC algorithm to system errors which cause differences between the array manifold used by MUSIC and the true array manifold is presented. The effect of such errors on the direction-of-arrival estimates is investigated. The ability of the MUSIC algorithm to resolve two closely spaced sources in the presence of phase and gain errors in the array elements or in the receivers, or errors in the element locations, is analyzed. A formula for computing the failure threshold of MUSIC as a function of source separation and other system parameters is derived and tested by simulation. The analysis assumes that the exact covariance matrix of array element outputs is known (the infinite data case). © 1990 IEEE
引用
收藏
页码:1740 / 1751
页数:12
相关论文
共 14 条
  • [1] BARABELL AJ, 1984, TST72 MIT LINC LAB P
  • [2] FRIEDLANDER B, IN PRESS J CIRCUITS
  • [3] FRIEDLANDER B, 1988, APR INT C AC SPEECH
  • [4] FRIEDLANDER B, 1988, 22ND AS C SIGN SYST
  • [5] FRIEDLANDER B, IN PRESS IEEE T ANTE
  • [6] FRIEDLANDER B, IN PRESS IEEE T AERO
  • [7] THE STATISTICAL PERFORMANCE OF THE MUSIC AND THE MINIMUM-NORM ALGORITHMS IN RESOLVING PLANE-WAVES IN NOISE
    KAVEH, M
    BARABELL, AJ
    [J]. IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1986, 34 (02): : 331 - 341
  • [8] ANALYSIS OF THE ASYMPTOTIC RELATIVE EFFICIENCY OF THE MUSIC ALGORITHM
    PORAT, B
    FRIEDLANDER, B
    [J]. IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (04): : 532 - 544
  • [9] Schmidt R., 1979, P RADC SPECTR EST WO, P243
  • [10] Schmidt R. O., 1981, THESIS STANFORD U