DocumentCode :
427763
Title :
Statistics-based antenna selection for multiaccess MIMO systems
Author :
Sudarshan, Pallav ; Dai, Huaiyu ; Hughes, Brian L.
Author_Institution :
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
Volume :
1
fYear :
2004
fDate :
7-10 Nov. 2004
Firstpage :
903
Abstract :
Receive antenna selection based on statistical channel knowledge (SCK) is considered for a multiuser uplink system. For spatial multiplexing transmission, we derive the optimal SCK-based antenna selection criteria that maximizes the ergodic capacity in the high signal to noise ratio regime. Two different receiver architectures are considered. The first receiver uses a MMSE front-end to suppress the interference, followed by ML decoding to optimally decode the desired user´s data streams and the second receiver performs a joint ML detection of all the users´ data streams. In a sufficiently correlated channel, SCK-based selection gives gains close to exact channel knowledge-based selection. We compare the performance of antenna selection with that of full complexity (FC) receiver, that uses all the available antennas for demodulation. We show that, unlike in the single-user system, in a multiaccess system, the capacity achieved by a MMSE receiver with antenna selection can be higher than that of a MMSE FC receiver.
Keywords :
MIMO systems; antenna arrays; channel capacity; least mean squares methods; maximum likelihood decoding; maximum likelihood detection; multi-access systems; multiuser detection; optimisation; receiving antennas; telecommunication links; MMSE receiver; SCK; channel capacity; data stream; demodulation; ergodic capacity maximization; interference suppression; joint maximum likelihood detection; maximum likelihood decoding; minimum mean square error; multiaccess MIMO system; multiuser uplink system; receiving antenna selection; single-user system; spatial multiplexing transmission; statistical channel knowledge; Adaptive arrays; Hardware; Interference suppression; Knowledge engineering; MIMO; Maximum likelihood decoding; Maximum likelihood estimation; Receiving antennas; Signal processing algorithms; Transmitting antennas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN :
0-7803-8622-1
Type :
conf
DOI :
10.1109/ACSSC.2004.1399269
Filename :
1399269
Link To Document :
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