DocumentCode :
1464933
Title :
Output MAI distributions of linear MMSE multiuser receivers in DS-CDMA systems
Author :
Zhang, Junshan ; Chong, Edwin K P ; Tse, David N C
Author_Institution :
Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
Volume :
47
Issue :
3
fYear :
2001
fDate :
3/1/2001 12:00:00 AM
Firstpage :
1128
Lastpage :
1144
Abstract :
Multiple-access interference (MAI) in a code-division multiple-access (CDMA) system plays an important role in performance analysis and characterization of fundamental system limits. We study the behavior of the output MAI of the minimum mean-square error (MMSE) receiver employed in the uplink of a direct-sequence (DS)-CDMA system. We focus on imperfect power-controlled systems with random spreading, and establish that in a synchronous system (1) the output MAI of the MMSE receiver is asymptotically Gaussian, and (2) for almost every realization of the signatures and received powers, the conditional distribution of the output MAI converges weakly to the same Gaussian distribution as in the unconditional case. We also extend our study to asynchronous systems and establish the Gaussian nature of the output interference. These results indicate that in a large system the output interference is approximately Gaussian, and the performance of the MMSE receiver is robust to the randomness of the signatures and received powers. The Gaussianity justifies the use of single-user Gaussian codes for CDMA systems with linear MMSE receivers, and implies that from the viewpoints of detection and channel capacity, signal-to-interference ratio (SIR) is the key parameter that governs the performance of the MMSE receiver in a CDMA system
Keywords :
Gaussian distribution; cellular radio; channel capacity; code division multiple access; least mean squares methods; multiuser channels; power control; radio links; radio receivers; radiofrequency interference; signal detection; spread spectrum communication; telecommunication control; DS-CDMA systems; Gaussian distribution; MMSE receiver; SIR; asymptotically Gaussian interference; asynchronous systems; cellular radio; channel capacity; code-division multiple-access; conditional distribution; imperfect power-controlled systems; linear MMSE multiuser receivers; linear MMSE receivers; minimum mean-square error; multiple-access interference; output MAI; output MAI distributions; output interference; performance analysis; random spreading; received powers; signal detection; signal-to-interference ratio; signatures; single-user Gaussian codes; synchronous system; uplink; Channel capacity; Gaussian channels; Gaussian distribution; Machine assisted indexing; Matched filters; Multiaccess communication; Multiple access interference; Performance analysis; Power control; Robustness;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/18.915669
Filename :
915669
Link To Document :
بازگشت