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Deep Learning Based Modified Message Passing Algorithm for Sparse Code Multiple Access

Published • Oct 1, 2019
Authors:
Lanping Li
,
Xiaohu Tang
,
Chintha Tellambura

Abstract

Shuffled message passing algorithm (SMPA) is a serial variant of message passing algorithm (MPA) for sparse code multiple access (SCMA) signal detection, which accelerates the convergence rate of MPA. However, SMPA still achieves the near-optimal performance due to the effect of cycles in the factor...

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