Low-complexity estimators for distributed sources

被引:118
作者
Bengtsson, M [1 ]
Ottersten, B [1 ]
机构
[1] Royal Inst Technol, Dept Signals Sensors & Syst, Stockholm, Sweden
关键词
array signal processing; parameter estimation; Rayleigh channels; scattering parameters;
D O I
10.1109/78.851999
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In antenna array applications, the propagation environment is often more complicated than the ordinarily assumed model of plane wavefronts. Here, a low-complexity algorithm is suggested for estimating both the DOA and the spread angle of a source subject to local scattering, using a uniform linear array. The parameters are calculated from the estimates obtained using a standard algorithm such as root-MUSIC to fit a two-rag model to the data. The algorithm is shown to give consistent estimates, and the statistical performance is studied analytically and through simulations.
引用
收藏
页码:2185 / 2194
页数:10
相关论文
共 27 条
[11]   EIGENVALUES AND EIGENVECTORS OF COVARIANCE MATRICES FOR SIGNALS CLOSELY SPACED IN FREQUENCY [J].
LEE, HB .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1992, 40 (10) :2518-2535
[12]   PERFORMANCE DEGRADATION OF DOA ESTIMATORS DUE TO UNKNOWN NOISE FIELDS [J].
LI, F ;
VACCARO, RJ .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1992, 40 (03) :686-690
[13]   Estimation of the directions of arrival of spatially dispersed signals in array processing [J].
Meng, Y ;
Stoica, P ;
Wong, KM .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 1996, 143 (01) :1-9
[14]  
MOSES R, 1995, P IEEE IEE WORKSH SI, P6
[15]   Covariance matching estimation techniques for array signal processing applications [J].
Ottersten, B ;
Stoica, P ;
Roy, R .
DIGITAL SIGNAL PROCESSING, 1998, 8 (03) :185-210
[16]  
Papoulis A., 1991, PROBABILITY RANDOM V
[17]   DIRECTION OF ARRIVAL ESTIMATION BY EIGENSTRUCTURE METHODS WITH IMPERFECT SPATIAL COHERENCE OF WAVE FRONTS [J].
PAULRAJ, A ;
KAILATH, T .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1988, 83 (03) :1034-1040
[18]  
Proakis J.G., 1995, DIGITAL COMMUNICATIO
[19]   PERFORMANCE ANALYSIS OF ROOT-MUSIC [J].
RAO, BD ;
HARI, KVS .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (12) :1939-1949
[20]   ESPRIT - ESTIMATION OF SIGNAL PARAMETERS VIA ROTATIONAL INVARIANCE TECHNIQUES [J].
ROY, R ;
KAILATH, T .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (07) :984-995