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Shuffled Multiuser Detection Schemes for Uplink Sparse Code Multiple Access Systems
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DOI：10.1109/LCOMM.2016.2551742.png)
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摘要
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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.
Keyword:
Sparse code multiple access (SCMA)
multiuser detection
message passing algorithm (MPA)
shuffled strategy
group shuffled message passing algorithm (G-S-MPA)
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4.4
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1.3W
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2.2W
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