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Iterative Multiuser Detection and Decoding

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Title: Iterative Multiuser Detection and Decoding
Author: Das, Suman; Erkip, Elza; Cavallaro, Joseph R.; Aazhang, Behnaam
Type: Conference Paper
Keywords: DS-CDMA; iterative multiuser detection; decoding; MAP algorithm
Citation: S. Das, E. Erkip, J. R. Cavallaro and B. Aazhang,"Iterative Multiuser Detection and Decoding," in Communication Theory Mini-Conference in conjunction with GLOBECOM,, pp. 106-111.
Abstract: An iterative detection and decoding algorithm is explored for a convolutionally coded DS-CDMA system. The optimum decoding strategy is to consider the trellises of all the users simultaneously, but this has exponential complexity in the number of users. We use an iterative +multistage detection scheme combined with the MAP algorithm to reduce the complexity of the receiver without significant performance degradation. The simulation results show that our algorithm consistently outperforms other existing low complexity algorithms. We also provide a framework where the similarities and differences between various algorithms become transparent. Based on this framework, we make a quantitative comparison of the various schemes under investigation.
Date Published: 1998-11-20

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  • ECE Publications [1043 items]
    Publications by Rice University Electrical and Computer Engineering faculty and graduate students