DocumentCode :
1748566
Title :
A reduced complexity algorithm for iterative multiuser detection and decoding of asynchronous users
Author :
Golshan, A. Robert ; Chugg, Keith M.
Author_Institution :
Dept. of Electr. Eng. Syst., Univ. of Southern California, Los Angeles, CA, USA
Volume :
3
fYear :
2001
fDate :
2001
Firstpage :
847
Abstract :
A reduced complexity algorithm is presented for iterative multiuser detection (MUD) and decoding of asynchronous users. For complexity reduction, multiple soft-input soft-output (SISO) modules are operated in parallel each executing the Verdu (see Multiuser Detection, Cambridge University Press, Cambridge, UK, 1998) optimum detection algorithm on a subset of active users. The novel approach introduced is the application of soft-output broadcasters (SOBC) to combine the soft values generated by parallel MUD-SISOs which model the same user. SOBC modules then exchange soft information with SISO decoders and after the first receiver iteration provide probability values necessary for soft cancellation of the interfering users not modeled in each MUD-SISO. Simulation results show that, after multiple iterations, performance of the reduced-complexity algorithm converges to the single user bound at a slightly degraded SNR threshold relative to the full-complexity algorithm, and acceptable performance is achieved with significant reduction in computational complexity
Keywords :
computational complexity; interference suppression; iterative decoding; multiuser channels; optimisation; radio receivers; radiofrequency interference; signal detection; SISO decoders; SNR threshold; Verdu optimum detection algorithm; asynchronous users; complexity reduction; computational complexity reduction; convolutional code SISO; iterative decoding; iterative multiuser detection; multiple SISO modules; multiple access interference; optimal receiver; probability values; reduced complexity algorithm; reduced-complexity algorithm convergence; simulation results; single user bound; soft interfering users cancellation; soft-input soft-output; soft-output broadcasters; Broadcasting; Computational complexity; Convolutional codes; Degradation; Detection algorithms; Interleaved codes; Iterative algorithms; Iterative decoding; Multiple access interference; Multiuser detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, 2001. ICC 2001. IEEE International Conference on
Conference_Location :
Helsinki
Print_ISBN :
0-7803-7097-1
Type :
conf
DOI :
10.1109/ICC.2001.937358
Filename :
937358
Link To Document :
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