A novel detection and decoding receiver for Polar-Coded SCMA system

I. Abidi, M. Hizem, Iness Ahriz, M. Dakhli, R. Bouallègue
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引用次数: 1

Abstract

Sparse code multiple access (SCMA) and polar codes (PC) are two promising candidates for Future communication systems since they are capable of achieving high system capacity. In this paper, we develop a novel detection and decoding scheme for SCMA systems combined with channel coding candidate polar codes. First, we propose a separate detection and decoding (SDD) receiver for uplink communications. Then, we introduce a joint detection and decoding (JDD) receiver scheme. The investigation of system receiver is decomposed on message passing algorithm (MPA) based SCMA multiuser detection and soft cancellation (SCAN) algorithm based polar codes decoder. The separate and joint schemes are studied over additive white gaussian noise (AWGN) channels. JDD scheme yields a better performance gain. Moreover, the joint scheme has a lower computational complexity compared to the separate one. Numerical results show that when polar code length polarN = 1024 and R = 1/2, under system loading 150%, JDD outperforms the SDD 1.8dB at BER = 10−2 and 3.3dB at BER = 10−6 over AWGN channels.
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一种用于极码SCMA系统的新型检测解码接收机
稀疏码多址(SCMA)和极化码(PC)由于能够实现高系统容量,是未来通信系统的两种有前途的候选方案。在本文中,我们开发了一种结合信道编码候选极码的SCMA系统检测和解码方案。首先,我们提出了一个单独的检测和解码(SDD)接收器用于上行通信。然后,我们介绍了一种联合检测和解码(JDD)接收器方案。系统接收机的研究分为基于消息传递算法(MPA)的SCMA多用户检测和基于软抵消(SCAN)算法的极化码解码器。研究了加性高斯白噪声(AWGN)信道上的分离方案和联合方案。JDD方案产生更好的性能增益。此外,联合方案比单独方案具有更低的计算复杂度。数值结果表明,当极化码长polarN = 1024, R = 1/2,系统负载为150%时,在AWGN信道上,JDD在BER = 10−2时优于SDD 1.8dB, BER = 10−6时优于SDD 3.3dB。
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