DocumentCode :
902711
Title :
Blind adaptive CDMA processing for smart antennas using the block shanno constant modulus algorithm
Author :
Paik, Daehyun ; Golden, Richard M. ; Torlak, Murat ; Dowling, Eric M.
Author_Institution :
Erik Jonsson Sch. of Eng. & Comput. Sci., Univ. of Texas, Richardson, TX, USA
Volume :
54
Issue :
5
fYear :
2006
fDate :
5/1/2006 12:00:00 AM
Firstpage :
1956
Lastpage :
1959
Abstract :
A space-time blind adaptive processing algorithm is proposed for the uplink base station receiver in a direct-sequence code-division multiple-access (DS-CDMA) cellular system. The proposed algorithm, called the space-time block Shanno constant modulus algorithm (STBSCMA), minimizes a constant modulus algorithm (CMA) objective function in a bilinear function structure combined with penalty terms for both spatial and temporal domains. The proposed algorithm rapidly converges to the stationary points at fewer iterations than block conjugate gradient CMA (CGCMA) and block gradient descent CMA (GDCMA). STBSCMA finds the critical points of the objective function. STBSCMA also recovers rapidly from an abrupt change of channel. The proposed algorithm structure requires relatively low computational complexity to improve the receiver performance for space-time processing in the DS-CDMA system.
Keywords :
adaptive antenna arrays; cellular radio; code division multiple access; computational complexity; conjugate gradient methods; radio links; space-time adaptive processing; spread spectrum communication; DS-CDMA; STAP; blind adaptive CDMA processing; block Shanno constant modulus algorithm; block conjugate gradient; block gradient descent; cellular system; computational complexity; direct-sequence code-division multiple-access; smart antennas; space-time blind adaptive processing algorithm; uplink base station receiver; Adaptive algorithm; Adaptive arrays; Base stations; Change detection algorithms; Multiaccess communication; Multiple access interference; Nonlinear filters; Signal processing algorithms; Spatial filters; Vectors; Array antenna; block Shanno algorithm; constant modulus algorithm (CMA); direct-sequence code-division multiple-access (DS-CDMA); space–time adaptive processing (STAP);
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2006.870608
Filename :
1621427
Link To Document :
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