Title :
Iterative receiver based on local search algorithms for coded multiuser MIMO channels
Author :
Qin, Zhiliang ; Zou, Xiaoxin ; Cai, Kui
Author_Institution :
Data Storage Inst., Singapore
Abstract :
The conventional channel detector based on the maximum a posteriori (MAP) algorithm for coded multiuser multiple-input multiple-output (MIMO) systems has a computational complexity growing exponentially with the product of the number of users, the number of transmit antennas per user, and the symbol constellation size. In this paper, we propose a low-complexity iterative receiver based on local search (LS) methods. Simulation results show that with the proposed receiver, the performance of coded multiuser MIMO systems can approach that of the iteratively MAP-decoded single-user (SU) system.
Keywords :
MIMO communication; communication complexity; encoding; maximum likelihood estimation; multiuser channels; receivers; search problems; channel detector; coded multiuser MIMO channels; computational complexity; local search algorithm; low-complexity iterative receiver; maximum a posteriori algorithm; multiple-input multiple-output systems; Additive noise; Computational complexity; Computational modeling; Detectors; Iterative algorithms; Iterative decoding; MIMO; Receiving antennas; Transmitting antennas; Turbo codes; Local search; multiple-input multiple-output (MIMO); multiuser detection; soft-input/soft-output (SISO);
Conference_Titel :
Information, Communications & Signal Processing, 2007 6th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-0982-2
Electronic_ISBN :
978-1-4244-0983-9
DOI :
10.1109/ICICS.2007.4449590