DocumentCode
2891236
Title
Multi-user detection via iterative processing
Author
Schlegel, C.
Author_Institution
Dept. of Electr. Eng., Utah Univ., Salt Lake City, UT, USA
Volume
3
fYear
2000
fDate
2000
Firstpage
1030
Abstract
Multi-user detection of CDMA signals is studied in the light of iterative processing. The factor graph representation of a CDMA system is used to develop a low-complexity joint detection algorithm. This algorithm replaces the large sums that appear at the multiple access nodes by simple averages and ignores the error control code network of the interfering users, assuming a fixed probability distribution on the output symbols of the interfering users. This is optimal in the case where the code network for the interfering users is unknown, and amounts to an error control decoder using a multi-user metric generator. Simplifications of the multi-user metric generation lead to linear iterative metric generators. Simulation and analytical results on the performance of these detectors are shown and illustrate complexity/performance trade-offs
Keywords
code division multiple access; decoding; forward error correction; interference suppression; iterative methods; multiuser channels; probability; signal detection; signal processing; CDMA signals; FEC; complexity/performance trade-offs; error control code network; error control decoder; factor graph representation; interference cancellation; interfering users; iterative processing; linear iterative metric generators; low-complexity joint detection algorithm; multiple access nodes; multiuser detection; multiuser metric generator; output symbols; probability distribution; simulation results; spreading sequence; Analytical models; Detection algorithms; Error correction; Iterative algorithms; Iterative decoding; Multiaccess communication; Multiuser detection; Probability distribution; Signal detection; Signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications and Networking Confernce, 2000. WCNC. 2000 IEEE
Conference_Location
Chicago, IL
ISSN
1525-3511
Print_ISBN
0-7803-6596-8
Type
conf
DOI
10.1109/WCNC.2000.904769
Filename
904769
Link To Document