DocumentCode :
2713735
Title :
Joint Multiuser LDPC Coding Scheme for Error Control in DS-CDMA Systems
Author :
Saber, Hamid ; Olfat, Ehsan ; Amindavar, Hamidreza
Author_Institution :
Sch. of ECE, Univ. of Tehran, Tehran, Iran
fYear :
2010
fDate :
9-15 May 2010
Firstpage :
515
Lastpage :
519
Abstract :
In this paper, we introduce the application of low density parity check (LDPC) codes to multiuser detection through additive white gaussian noise (AWGN) channels. An ensemble of binary LDPC codes with an irregular degree distribution is used. We introduce Joint Multiuser LDPC (JML) Tanner graph for joint decoding of information bits of all users. The decoding of information sources is done by a modified iterative belief propagation (BP) algorithm, which deals with vector messages rather than scalar ones. Good degree distribution pairs are extracted by maximizing the threshold of the decoder. Next, performance of the generated degree distribution pairs is evaluated over AWGN channels. Furthermore, some performance analysis criteria of the proposed method such as multiuser efficiency and bit error rate (BER) are compared with optimum and minimum mean square error (MMSE) receivers and also with receivers, which use convolutional codes. Finally simulation results demonstrate that the new proposed method outperforms these receivers for some good degree distribution pairs.
Keywords :
AWGN channels; code division multiple access; error correction codes; error statistics; graph theory; least mean squares methods; multiuser detection; parity check codes; spread spectrum communication; AWGN channels; BER; DS-CDMA systems; Tanner graph; additive white Gaussian noise channels; bit error rate; convolutional codes; error control; generated degree distribution pairs; irregular degree distribution; joint multiuser LDPC coding scheme; low density parity check code; minimum mean square error reciever; modified iterative belief propagation algorithm; multiuser detection; AWGN; Additive white noise; Belief propagation; Bit error rate; Error correction; Iterative algorithms; Iterative decoding; Multiaccess communication; Multiuser detection; Parity check codes; BP decoding; Code-Division Multiple Access (CDMA); LDPC codes; Multiuser Detection; Tanner Graph;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Telecommunications (AICT), 2010 Sixth Advanced International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6748-8
Type :
conf
DOI :
10.1109/AICT.2010.28
Filename :
5489750
Link To Document :
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