DocumentCode
1656150
Title
A linear decoder for vector quantization over a CDMA channel
Author
Nguyen, Ha H.
Author_Institution
Dept. of Electr. Eng., Saskatchewan Univ., Saskatoon, Sask., Canada
Volume
4
fYear
2004
Firstpage
2125
Abstract
The problem of joint source-channel and multiuser decoding for code division multiple access (CDMA) channels is considered. The block source-channel encoder is defined by a vector quantizer (VQ). The jointly optimum solution to such a problem has been considered before, but its high complexity makes it impractical for systems with medium to large number of users. Instead, the optimum linear decoder with a lower complexity that minimizes the mean squared error is introduced. The linear decoder is soft in the sense that it utilizes all the soft information available at the receiver. Analytical and simulation results show that at low channel signal to noise ratio, the proposed decoder´s performance is almost the same as that of the jointly optimum decoder and significantly better than that of a tandem approach which uses separate multiuser detection and table-lookup decoding.
Keywords
code division multiple access; combined source-channel coding; decoding; least mean squares methods; multiuser channels; vector quantisation; CDMA channel; VQ; block source-channel encoder; code division multiple access; complexity; joint source-channel decoding; linear decoder; minimum mean squared error; multiuser decoding; performance; receiver; signal to noise ratio; vector quantization; Analytical models; Decoding; Information analysis; Multiaccess communication; Multiuser detection; Performance analysis; Robustness; Signal analysis; Signal to noise ratio; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering, 2004. Canadian Conference on
ISSN
0840-7789
Print_ISBN
0-7803-8253-6
Type
conf
DOI
10.1109/CCECE.2004.1347662
Filename
1347662
Link To Document