Title :
Suboptimum soft-output detection algorithms for coded multiuser systems
Author :
Shama, Yaacov ; Vojcic, Branimir R. ; Vucetic, Branka
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., George Washington Univ., Washington, DC, USA
fDate :
10/1/2000 12:00:00 AM
Abstract :
In this paper, we consider coded asynchronous multiuser signals in an additive white Gaussian noise channel. Since optimum joint multiuser detection (MUD) and forward error correction (FEC) decoding is characterized with a very high computational complexity, we consider disjoint MUD and FEC decoding. The optimum disjoint multiuser detector is the soft-output maximum a posteriori detector that provides sequences of a posteriori probabilities to the corresponding FEC decoders. It involves backward and forward recursions resulting in high complexity and processing delay. In this paper, we consider several suboptimum soft output disjoint multiuser detectors that involve only forward recursions and have reduced complexity and delay.
Keywords :
AWGN channels; Viterbi decoding; Viterbi detection; computational complexity; delays; forward error correction; maximum likelihood decoding; maximum likelihood detection; multi-access systems; multiuser channels; receivers; AWGN channel; FEC decoders; FEC decoding; MUD; a posteriori probabilities; additive white Gaussian noise channel; backward recursions; coded asynchronous multiuser signals; coded multiuser systems; computational complexity; forward recursions; optimum disjoint multiuser detector; processing delay; soft-output maximum a posteriori detector; suboptimum soft output disjoint multiuser detectors; suboptimum soft-output detection algorithms; AWGN; Additive white noise; Delay; Detection algorithms; Detectors; Forward error correction; Iterative decoding; Maximum likelihood decoding; Multiuser detection; Symmetric matrices;
Journal_Title :
Communications, IEEE Transactions on