DocumentCode :
431767
Title :
A near-optimal multiuser detector for MC-CDMA systems using geometrical approach
Author :
Najkha, A. ; Roland, C. ; Boutillon, E.
Author_Institution :
CNRS FRE 2734, UBS Univ., France
Volume :
3
fYear :
2005
fDate :
18-23 March 2005
Abstract :
An efficient sub-optimal algorithm, called HIS (hyperplane intersection and selection) detection algorithm, is proposed to solve the problem of joint detection of K users in an MC-CDMA system. Compared to existing solutions, the proposed algorithm has three characteristics very attractive for practical. systems. Firstly, it has nearly optimal performance. Secondly, it has a low computational complexity - O(K2) multiplications and O(K3) additions. Third, the algorithm has an inherent parallelism. To our knowledge, the HIS algorithm is not just an add-on to an existing algorithm, but rather a new decoding technique based on a singular value decomposition of the channel matrix, H. After giving the equation of the MC-CDMA multi-user detection problem, the HIS algorithm is described. Its performance is compared to known existing algorithms (ZF, MMSE, PIC and sphere decoding). For a BER as low as 10-4, the HIS algorithm introduces only 0.2 dB degradation compared to the optimal sphere decoding algorithm for K=16 users against 3.8 dB for the PIC algorithm with two MMSE stages.
Keywords :
code division multiple access; computational complexity; decoding; error statistics; multiuser detection; parallel algorithms; singular value decomposition; BER; MC-CDMA; MMSE; PIC; channel matrix; computational complexity; decoding technique; geometrical approach; hyperplane intersection and selection detection algorithm; hyperplane selection; inherent parallelism; near-optimal multiuser detector; singular value decomposition; sphere decoding; suboptimal algorithm; Computational complexity; Decoding; Detection algorithms; Detectors; Equations; Matrix decomposition; Multicarrier code division multiple access; Multiuser detection; Parallel processing; Singular value decomposition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-8874-7
Type :
conf
DOI :
10.1109/ICASSP.2005.1415850
Filename :
1415850
Link To Document :
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