A SIGNAL SUBSPACE METHOD FOR ADAPTIVE INTERFERENCE CANCELLATION

被引:31
作者
FRIEDLANDER, B
机构
[1] Saxpy Computer Corp, Sunnyvale, CA,, USA
来源
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING | 1988年 / 36卷 / 12期
关键词
Digital Communication Systems - Mathematical Techniques--Eigenvalues and Eigenfunctions - Phase Modulation--Phase Shift Keying - Signal Processing--Digital Techniques - Signal Receivers;
D O I
10.1109/29.9028
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
An interference cancellation technique that combines a signal subspace approach with adaptive adjustment of the weight vector is derived. The weight vector is constrained to lie in a signal subspace computed by eigendecomposition of the covariance matrix of the array outputs. The weight vector is rotated to maximize the output signal-to-interference ratio. The technique does not require array calibration as in other subspace methods. Its technique applies to receiver arrays for digital communication signals. The case of a BPSK signal modulating an AM transmitter is analyzed in some detail. Numerical examples illustrate the behavior of the algorithm.
引用
收藏
页码:1835 / 1845
页数:11
相关论文
共 26 条
[1]  
[Anonymous], 1979, PROGRAMS DIGITAL SIG
[2]  
BARABELL AJ, 1984, TST72 LINC LAB PROJ
[3]  
BIENVENU G, 1984, VLSI MODERN SIGNAL P
[4]  
COMPTON RT, 1976, IEEE T ANTENNAS PROP, V24
[5]  
Feher K., 1983, DIGITAL COMMUNICATIO
[6]  
FRIEDLANDER B, 1987, PC100401NE SAXP COMP
[7]  
FRIEDLANDER B, 1988, APR INT C AC SPEECH
[8]   ALGORITHM FOR LINEARLY CONSTRAINED ADAPTIVE ARRAY PROCESSING [J].
FROST, OL .
PROCEEDINGS OF THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, 1972, 60 (08) :926-&
[9]  
HAYKIN S, 1980, ARRAY PROCESSING APP
[10]  
Haykin S., 1984, ARRAY SIGNAL PROCESS