A generalized minimum-mean-output-energy strategy for CDMA systems with improper MAI

被引:23
作者
Buzzi, S [1 ]
Lops, M
Tulino, AM
机构
[1] Univ Cassino, DAEIMI, I-03043 Cassino, FR, Italy
[2] Univ Sannio, Benevento, Italy
关键词
code division multiple access (CDMA); decorrelating detector; improper complex noise; minimum mean-square error (MMSE) detector; multiuser detection; subspace tracking;
D O I
10.1109/18.986036
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
It has been recently shown that in a direct-sequence/code-division multiple-access (DS/CDMA) system employing binary phase-shift keying (BPSK) modulation the baseband equivalent of the CDMA multiplex is, under very mild assumptions, an improper complex random process, i.e., it has a nonzero pseudoautocorrelation function. In this correspondence, the problem of linear multiuser detection for asynchronous DS/CDMA systems with improper multiaccess interference (MAI) is considered. A new mean-output-energy (MOE) cost function is introduced, whose constrained minimization leads to two new linear multiuser detectors, exploiting the information contained in the pseudoautocorrelation of the observables, and which generalize the classical decorrelating and minimum mean-square error (MMSE) receivers. The problem of blind adaptive receiver implementation based on subspace tracking is also briefly tackled. Finally, the superiority of the new detectors with respect to the classical linear detection structures present in the literature is demonstrated through both theoretical considerations and computer simulations.
引用
收藏
页码:761 / 767
页数:7
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