Identifiability in array processing models with vector-sensor applications

被引:165
作者
Hochwald, B [1 ]
Nehorai, A [1 ]
机构
[1] YALE UNIV,DEPT ELECT ENGN,NEW HAVEN,CT 06520
基金
美国国家科学基金会;
关键词
D O I
10.1109/78.482014
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
We present a bound on the number of sources identifiable in a class of array processing models with multiple parameters and signals per source. The bound is applied to determine the maximum number of uniquely resolvable plane-wave sources in various acoustic and electromagnetic vector-sensor models, We examine the use of a priori information about the sources, the effects of known and unknown noise characteristics, and the presence of nuisance parameters, Connections between identifiability and existence of the Cramer-Rao bound (CRB) are investigated, We show quantitatively how assumptions about the parameters can fundamentally affect the maximum number of identifiable sources.
引用
收藏
页码:83 / 95
页数:13
相关论文
共 19 条
[1]  
[Anonymous], P IEEE 27 AS C SIGN
[2]   ON THE NUMBER OF SIGNALS RESOLVABLE BY A UNIFORM LINEAR-ARRAY [J].
BRESLER, Y ;
MACOVSKI, A .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1986, 34 (06) :1361-1375
[3]  
Caines P. E., 1988, LINEAR STOCHASTIC SY
[4]   DIRECTION FINDING WITH AN ARRAY OF ANTENNAS HAVING DIVERSE POLARIZATIONS [J].
FERRARA, ER ;
PARKS, TM .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1983, 31 (02) :231-236
[5]   POLARIMETRIC MODELING AND PARAMETER-ESTIMATION WITH APPLICATIONS TO REMOTE-SENSING [J].
HOCHWALD, B ;
NEHORAI, A .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (08) :1923-1935
[6]  
HOCHWALD B, 1994, 9401 YAL U DEP EL EN
[7]  
HOCHWALD B, 1994, P IEEE 7 SIGN PROC W, P121
[8]  
Jackson J. D., 1975, CLASSICAL ELECTRODYN
[9]  
Lawson C. L, 1974, Solving Least Squares Problems
[10]   VECTOR-SENSOR ARRAY-PROCESSING FOR ELECTROMAGNETIC SOURCE LOCALIZATION [J].
NEHORAI, A ;
PALDI, E .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (02) :376-398