DocumentCode :
1254459
Title :
A generalized minimum-mean-output-energy strategy for CDMA systems with improper MAI
Author :
Buzzi, Stefano ; Lops, Marco ; Tulino, Antonia Maria
Author_Institution :
Cassino Univ., Italy
Volume :
48
Issue :
3
fYear :
2002
fDate :
3/1/2002 12:00:00 AM
Firstpage :
761
Lastpage :
767
Abstract :
It has been 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. 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 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
Keywords :
adaptive signal detection; code division multiple access; correlation methods; least mean squares methods; minimisation; phase shift keying; radio receivers; radio tracking; radiofrequency interference; spread spectrum communication; BPSK; CDMA multiplexing; CDMA systems; DS/CDMA; MAI; MMSE receivers; asynchronous DS/CDMA systems; binary phase-shift keying; blind adaptive receiver; computer simulations; constrained minimization; decorrelating receivers; direct-sequence/code-division multiple-access; generalized minimum-mean-output-energy; improper complex random process; linear multiuser detection; mean-output-energy cost function; minimum mean-square error receivers; multiaccess interference; nonzero pseudoautocorrelation function; subspace tracking; Baseband; Binary phase shift keying; Detectors; Interference; Modulation coding; Multiaccess communication; Multiuser detection; Phase modulation; Phase shift keying; Random processes;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/18.986036
Filename :
986036
Link To Document :
بازگشت