Evaluation of LDPC Code and Polar Code Coding Scheme in 5G Technology – Massive Machine Type Communication

G. Prayogo, Reihan Putra, Akmal Hugo Prasetyo, M. Suryanegara
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引用次数: 4

Abstract

This research aims to compare and evaluate the performances of Polar code and LDPC code as the candidate of channel coding for 5G – mMTC scenario. Technical evaluation is done by assessing BLER, BER and coding gain for low block length with code rate = ½ using QPSK modulation over AWGN channel. Decoding schemes include Message Passing Algorithm (MPA) and Sum Product Algorithm (SPA) min-sum for LDPC code as well as Successive Cancelation (SC) and Successive Cancelation List (SCL) with L = 8 and L = 32 for Polar code. The result indicates that Polar code SCL decoder has the best performance with coding gain value 8.3 dB - 10 dB. In addition, the Polar code SCL decoder also has a smaller Eb/N0 value with a difference of 1 dB - 3 dB compared to other coding schemes to obtain BLER 10−4.
5G海量机器通信技术中LDPC码和极化码编码方案的评价
本研究旨在比较和评估Polar码和LDPC码作为5G - mMTC场景信道编码候选方案的性能。技术评估是通过在AWGN信道上使用QPSK调制,在码率= 1 / 2的低块长度下评估BLER、BER和编码增益来完成的。LDPC码的译码方案包括MPA (Message Passing Algorithm)和SPA (Sum Product Algorithm)最小和译码方案,Polar码的译码方案包括L = 8和L = 32的连续取消(continuous cancellation)和连续取消列表(continuous cancel List)译码方案。结果表明,极化码SCL解码器的编码增益为8.3 dB ~ 10 dB,性能最佳。此外,与其他编码方案相比,Polar码SCL解码器具有更小的Eb/N0值,其差值为1 dB - 3 dB,可获得BLER 10−4。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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