5G蜂窝网络中海量机器通信信道编码技术评价

Muhammad Huseen Khan, Gongxuan Zhang
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引用次数: 2

摘要

最近,学术界和工业界对第五代(5G)移动通信系统的候选信道编码方案进行了深入的讨论。我们通过比较两种实现容量的信道代码:低密度奇偶校验(Low-density Parity-Check, LDPC)代码和Polar代码来加入讨论。这些代码已被第三代合作伙伴计划(3GPP)选定为5G新无线电(NR)的标准。我们从帧错误率(FER)的角度研究了这些码在大机器通信(mMTC)环境下中小长度消息传输中的作用。考虑了两种码的多种译码实现方案,并比较了它们在加性高斯白噪声(AWGN)信道上的纠错性能。仿真结果表明,在循环冗余码(CRC)辅助连续取消列表(CA-SCL)译码模式下,极化码在可靠性方面优于其他译码模式。此外,我们分析了CRC长度对CA-SCL解码性能的影响。
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Evaluation of Channel Coding Techniques for Massive Machine-Type Communication in 5G Cellular Network
Recently, an intensive discussion on candidate channel coding schemes for the fifth-generation (5G) mobile communication systems has been carried out both in academia and industry. We added to this discussion by providing a comparison between two capacity-achieving channel codes: Low-density Parity-Check (LDPC) codes and Polar codes. The considered codes have been selected as the standard for 5G New Radio (NR) by the 3rd Generation Partnership Project (3GPP). We investigate these codes in terms of Frame Error Rate (FER) on small and moderate length message transmission in the context of Massive Machine type communication (mMTC). Multiple decoding implementation schemes are considered for both codes and compare their error correction performance over an Additive White Gaussian Noise (AWGN) channel. The simulation results reveal that polar codes under the Cyclic redundancy code (CRC) aided Successive Cancellation list (CA-SCL) decoding performs better as compared to other decoding patterns in terms of reliability. Furthermore, we analyze the impact of CRC length on the decoding performance of CA-SCL.
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