Title :
A low-complexity soft-input/soft-output multiuser detector based on local search algorithms
Author :
Qin, Zhiliang ; Teh, Kah Chan
Author_Institution :
Data Storage Inst., Singapore
fDate :
12/1/2008 12:00:00 AM
Abstract :
In this contribution, we consider iterative multiuser detection over coded code-division multiple-access (CDMA) channels from a combinatorial optimization viewpoint and propose a low-complexity soft-input/soft-output (SISO) multiuser detector based on the k-opt local search (LS) algorithm, which was previously used for solving the traveling salesperson problem (TSP). Simulation results and complexity analysis show that the proposed detector can approach closely the performance of the full-complexity a posteriori probability (APP) multiuser detector over highly correlated convolutionally coded channels.
Keywords :
channel coding; code division multiple access; computational complexity; convolutional codes; maximum likelihood estimation; multiuser detection; search problems; CDMA; channel convolutional coding; coded code-division multiple-access channel; complexity analysis; full-complexity a posteriori probability; k-opt local search algorithm; low-complexity soft-input-soft-output multiuser detector; traveling salesperson problem; AWGN; Bit error rate; Computational complexity; Convolutional codes; Detectors; Iterative algorithms; Iterative decoding; Multiaccess communication; Multiuser detection; Turbo codes; Coded CDMA, combinatorial optimization, local search,; multiuser detection.;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/T-WC.2008.071330