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Shuffled Multiuser Detection Schemes for Uplink Sparse Code Multiple Access Systems | IEEE Journals & Magazine | IEEE Xplore

Shuffled Multiuser Detection Schemes for Uplink Sparse Code Multiple Access Systems


Abstract:

The existing multiuser detection schemes for uplink (UP) sparse code multiple access (SCMA) systems are based on a parallel message update for message passing algorithm (...Show More

Abstract:

The existing multiuser detection schemes for uplink (UP) sparse code multiple access (SCMA) systems are based on a parallel message update for message passing algorithm (MPA). In this letter, a shuffled MPA (S-MPA) scheme for UP SCMA systems is proposed, based on a serial message update strategy. Since the updated messages can join the message propagation immediately in current iteration, the convergence rate is accelerated, so that the complexity of the proposed S-MPA scheme can be substantially reduced with negligible bit error rate (BER) degradation. Simulations show that the proposed S-MPA scheme with two iterations provides similar BER performance to the original MPA scheme with six iterations. Furthermore, a parallel form of the proposed S-MPA scheme, termed group S-MPA, is developed to decrease the detection delay of the proposed S-MPA scheme, which offers a good BER-latency tradeoff.
Published in: IEEE Communications Letters ( Volume: 20, Issue: 6, June 2016)
Page(s): 1231 - 1234
Date of Publication: 07 April 2016

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