DIRECTION-OF-ARRIVAL ESTIMATION FOR WIDE-BAND SIGNALS USING THE ESPRIT ALGORITHM

被引:69
作者
OTTERSTEN, B [1 ]
KAILATH, T [1 ]
机构
[1] LINKOPING UNIV,DEPT ELECT ENGN,S-58183 LINKOPING,SWEDEN
来源
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING | 1990年 / 38卷 / 02期
关键词
D O I
10.1109/29.103067
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
A new direction-of-arrival (DOA) estimation algorithm is proposed that applies to wide-hand emitter signals. A sensor array with a translation invariance structure is assumed, and an extension of the ESPRIT algorithm for narrow-band emitter signals is obtained. Following the ideas of Su and Morf [1], the emitter signals are modeled as the stationary output of a finite dimensional linear system driven by white noise. The array response to a unit impulse from a given direction is represented as the impulse response of a linear system. The measured data from the sensor array can then be seen as the output of a multidimensional linear system driven by white noise sources, and corrupted by additive noise. The emitter signals and the array output are characterized by the modes of the linear system. The ESPRIT algorithm is applied at the poles of the system, the power of the signals sharing the pole is captured, and the effect of noise is reduced. The algorithm requires no knowledge, storage, or search of the array manifold, as opposed to wide-band extensions of the MUSIC algorithm. This results in a computationally efficient algorithm that is insensitive to array perturbations. Simulations are presented comparing the wideband and ESPRIT algorithm to the modal signal subspace method and the coherent signal subspace method. © 1990 IEEE
引用
收藏
页码:317 / 327
页数:11
相关论文
共 24 条
[1]  
Bienvenu G., 1980, P IEEE ICASSP 80 DEN, P307
[2]  
BUCKLEY K, 1986, 3RD P IEEE ASSP WORK, P145
[3]   BROAD-BAND SIGNAL-SUBSPACE SPATIAL-SPECTRUM (BASS ALE) ESTIMATION [J].
BUCKLEY, KM ;
GRIFFITHS, LJ .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (07) :953-964
[4]  
BURG JP, 1967, 37TH P ANN INT SEG M
[5]   HIGH-RESOLUTION FREQUENCY-WAVENUMBER SPECTRUM ANALYSIS [J].
CAPON, J .
PROCEEDINGS OF THE IEEE, 1969, 57 (08) :1408-&
[6]  
COKER M, 1982, APR P IEEE ICASSP PA
[7]  
GOLUB GH, 1984, MATRIX COMPUTATIONS
[8]   FOCUSING MATRICES FOR COHERENT SIGNAL-SUBSPACE PROCESSING [J].
HUNG, HS ;
KAVEH, M .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (08) :1272-1281
[9]  
OTTERSTEN B, 1988, APR P ICASSP88 C NEW
[10]  
OTTERSTEN B, 1988, TRLITHISYI0943 LINK