Title :
Low-complexity iterative multiuser detection and decoding for real-time applications
Author :
Das, Suman ; Erkip, Elza ; Cavallaro, Joseph R. ; Aazhang, Behnaam
Author_Institution :
Lucent Technol. Bell Labs., Murray Hill, NJ, USA
fDate :
7/1/2005 12:00:00 AM
Abstract :
This paper presents a low-complexity multiuser decoding technique that can be implemented in real time for a convolutionally coded direct sequence code division multiple access (DS-CDMA) system. The main contribution, denoted here as the iterative prior update (IPU), consists of iterative interference cancellation and prior updates on sequences of coded bits combined with M-algorithm and list decoding. We illustrate performance gains over other low-complexity sequence detection and decoding strategies and argue that the algorithm converges within a few iterations and requires only a small size buffer for keeping track of the priors along iterations. The fact that the we can use existing available architectures for Viterbi decoding with slight modifications and can meet the real-time processing constraints makes the IPU algorithm an attractive alternative for cellular systems.
Keywords :
Viterbi decoding; cellular radio; channel coding; code division multiple access; computational complexity; convolutional codes; interference suppression; iterative decoding; multiuser detection; real-time systems; spread spectrum communication; M-algorithm; Viterbi decoding; cellular system; convergence; convolutional code; direct-sequence code division multiple access system; interference cancellation; iterative decoding; iterative prior update; list decoding; low-complexity iterative multiuser detection; real-time application; Convolutional codes; Direct-sequence code-division multiple access; Interference cancellation; Iterative algorithms; Iterative decoding; Multiaccess communication; Multiuser detection; Performance gain; Real time systems; Viterbi algorithm; Iterative detection and decoding; list decoding; multiuser detection and decoding;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2005.850314