Asma A. Alqudah, Khaled F. Hayajneh, Hasan A. Aldiabat, Hazim M. Shakhatreh
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引用次数: 0
摘要
-本文全面分析了在加性白高斯噪声(AWGN)信道中利用速率匹配的 5G 新无线电(NR)低密度奇偶校验(LDPC)码对快于奈奎斯特的信号数据符号进行解码的情况。采用信息位和奇偶校验位穿刺的速率匹配技术得到了详尽的解释,展示了编码过程中各种速率的应用。此外,结合上述速率匹配和穿刺方法,对从 5G NR LDPC 基图导出的奇偶校验矩阵的前两列采用了穿刺方案。对 5G NR LDPC 码的性能进行了深入研究,并将其作为外层解码器集成到快于奈奎斯特信号数据符号的涡轮均衡中。研究结果与在相同系统设置和相同码率下实施的卷积码的性能进行了比较。通过分析速率匹配的 5G NR LDPC 码的应用,本文就其在 AWGN 信道中解码快于奈奎斯特信号数据符号的功效提供了有价值的见解。与卷积码的比较为性能评估提供了一个基准,有助于更深入地了解与每种编码方案相关的优势和权衡。
Efficient Generation of Puncturing-Assisted Rate-Matched 5G New Radio LDPC Codes for Faster-Than-Nyquist Signaling
—This paper presents a comprehensive analysis of the utilization of rate-matched 5G New Radio (NR) Low-Density Parity Check (LDPC) codes for decoding faster-than-Nyquist signaled data symbols in an Additive White Gaussian Noise (AWGN) channel. The rate-matching techniques employing message-bit and parity-bit puncturing are thoroughly explained, showcasing the applications of various rates during the coding process. Moreover, in conjunction with the aforementioned rate-matching and puncturing methods, a puncturing scheme is employed on the first two columns of the parity-check matrix derived from the 5G NR LDPC base graphs. The performance of the 5G NR LDPC code, integrated as the outer decoder in turbo equalization for faster-than-Nyquist signaled data symbols, is thoroughly investigated. The achieved results are compared with the performance of convolutional codes implemented in the same system setup and operating at identical code rates. By analyzing the employment of rate-matched 5G NR LDPC codes, this paper provides valuable insights into their efficacy for decoding faster-than-Nyquist signaled data symbols in the AWGN channel. The comparison with convolutional codes offers a benchmark for performance evaluation, facilitating a deeper understanding of the benefits and trade-offs associated with each coding scheme.
期刊介绍:
JCM is a scholarly peer-reviewed international scientific journal published monthly, focusing on theories, systems, methods, algorithms and applications in communications. It provide a high profile, leading edge forum for academic researchers, industrial professionals, engineers, consultants, managers, educators and policy makers working in the field to contribute and disseminate innovative new work on communications. All papers will be blind reviewed and accepted papers will be published monthly which is available online (open access) and in printed version.