DocumentCode
902645
Title
The blind widely linear minimum output energy algorithm for DS-CDMA systems
Author
Jeon, Jae-Jin ; Andrews, Jeffrey G. ; Sung, Koeng-Mo
Author_Institution
Sch. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., South Korea
Volume
54
Issue
5
fYear
2006
fDate
5/1/2006 12:00:00 AM
Firstpage
1926
Lastpage
1931
Abstract
A novel blind widely linear (WL) minimum output energy (MOE) algorithm is proposed for the code-division multiple-access (CDMA) receiver. Whereas the recently proposed WL-MOE algorithm is only applicable to real-valued modulation, the proposed receiver is applicable to complex-valued modulation as well. In this correspondence, the blind WL-MOE filter is analyzed, and the convergence properties of an adaptive implementation are derived. The proposed algorithm dramatically outperforms nonwidely linear MOE algorithms when at least one of the signals (desired or interference) is improper, i.e., real-valued. While there is a small performance and complexity penalty relative to the previous WL-MOE algorithm when only real-valued modulation is employed, the great advantage of the proposed algorithm in being able to handle complex valued modulation (such as the popular QAM) in most cases should outweigh this slight penalty.
Keywords
code division multiple access; filtering theory; quadrature amplitude modulation; spread spectrum communication; DS-CDMA systems; QAM; blind WL-MOE filter; blind widely linear minimum output energy algorithm; code-division multiple-access receiver; complex-valued modulation; convergence properties; real-valued modulation; Adaptive filters; Convergence; Covariance matrix; Detectors; Multiaccess communication; Multiple access interference; Multiuser detection; Quadrature amplitude modulation; Signal processing; Signal processing algorithms; Convergence analysis; minimum output energy; stochastic gradient method; widely linear algorithm;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2006.870639
Filename
1621421
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