用于选择性检测和前向多路中继系统的带差分相移键控的极性编码

Network Pub Date : 2024-08-08 DOI:10.3390/network4030015
Ruilin Ji, Harry Leib
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引用次数: 0

摘要

使用网络编码的中继是各种协作通信系统的基础。文献中介绍的使用网络编码进行多向中继的线性块编码框架,为理解、分析和设计此类系统带来了巨大希望。迄今为止,这种技术已被用于低密度奇偶校验(LDPC)码和信念传播(BP)解码。近年来,极性码因其较低的解码复杂度和良好的性能而备受关注。我们的论文考虑将极性码也用作具有差分二进制相移键控(DBPSK)的网络码,从而在多路选择性检测和前向(DetF)合作中继中绕过信道状态估计的需要。我们证明了极地编码适用于此类应用。我们使用最大似然 (ML) 解码技术分析了线性块编码系统的编码和解码复杂性,包括 LDPC 码的对数-BP 解码,极性码的连续消隐 (SC) 解码和连续消隐列表 (SCL)解码。我们介绍了采用不同长度和码率的极性码的多路中继系统性能的蒙特卡洛仿真结果。结果表明,与未编码方案相比,该系统的性能大幅提升。仿真结果表明,这种采用极性编码的系统的误差性能可与采用对数-BP 解码的 LDPC 编码相媲美,而解码复杂度却低得多。此外,我们还考虑在用户终端采用硬阈值技术来确定中继是否发射。这种技术在不增加复杂性的情况下使系统实用化,并能显著降低与这种多向中继协议相关的间歇性中继传输带来的性能下降。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Polar Codes with Differential Phase Shift Keying for Selective Detect-and-Forward Multi-Way Relaying Systems
Relaying with network coding forms a basis for a variety of collaborative communication systems. A linear block coding framework for multi-way relaying using network codes introduced in the literature shows great promise for understanding, analyzing, and designing such systems. So far, this technique has been used with low-density parity check (LDPC) codes and belief propagation (BP) decoding. Polar codes have drawn significant interest in recent years because of their low decoding complexity and good performance. Our paper considers the use of polar codes also as network codes with differential binary phase shift keying (DBPSK), bypassing the need for channel state estimation in multi-way selective detect-and-forward (DetF) cooperative relaying. We demonstrate that polar codes are suitable for such applications. The encoding and decoding complexity of such systems for linear block codes is analyzed using maximum likelihood (ML) decoding for LDPC codes with log-BP decoding and polar codes with successive cancellation (SC) as well as successive cancellation list (SCL) decoding. We present Monte-Carlo simulation results for the performance of such a multi-way relaying system, employing polar codes with different lengths and code rates. The results demonstrate a significant performance gain compared to an uncoded scheme. The simulation results show that the error performance of such a system employing polar codes is comparable to LDPC codes with log-BP decoding, while the decoding complexity is much lower. Furthermore, we consider a hard threshold technique at user terminals for determining whether a relay transmits or not. This technique makes the system practical without increasing the complexity and can significantly reduce the degradation from intermittent relay transmissions that is associated with such a multi-way relaying protocol.
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