利用LDPC编码提高无线系统的信息效率

L. Uryvsky, A. Moshynska, Serhii O. Osypchuk
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摘要

背景。本文对LDPC码进行了研究。在MCS范围内研究了LDPC码对信道信息效率的影响,并以数字形式说明了使用LDPC码的好处。目标。本文的目的是研究LDPC纠错码在现代电信系统中的纠错能力,并与其他已知纠错码进行比较,研究LDPC纠错码对电信系统信息效率的影响。方法。利用Java语言在Matlab中实现仿真建模算法,生成纠偏矩阵,从而了解不同参数组LDPC码的纠偏能力。通过大量的实验,统计出LDPC码的最大和最佳校正能力,这就是应用仿真建模方法的目的。结果。建立了不同参数下LDPC码生成和错误数确定的可编程仿真模型。首次提出了确定超长分组LDPC码的方法,以保证已知参数信道中规定的可靠性特性,其特点是分析参数LDPC码使用原始统计模型实现,并评估分组LDPC码长度显著增加时的编码纠正能力。研究了LDPC码对信道信息效率的影响。52%的改善。结论。本文解决了一个重要的科学问题——利用LDPC编码构建和使用先进的、提高信息效率的无线传输系统。信道资源再分配的阶段包括LDPC、OFDM、调制,并在信息效率坐标和传输系统性能中描述和表示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
INCREASING THE WIRELESS SYSTEMS INFORMATION EFFICIENCY USING LDPC CODING
Background. LDPC codes research is performed in the paper. The influence of LDPC codes on channel information efficiency is studied in scope of MCS and the benefit of using LDPC codes is specified in digits as a result of research. Objective . The purpose of the paper is LDPC correcting abilities research in modern telecom systems and their comparison to other known error-correcting codes, and research of their influence on information efficiency of telecommunication system. Methods . Simulation modeling algorithm is implemented in Matlab using Java language, what helps generating corrective matrices and allows us to find out the corrective abilities of LDPC codes with different set of parameters. Many experiments make a statistic that shows a maximum and the best corrective abilities of LDPC codes, what is the aim of applying the simulation modeling approach. Results. The programmable simulation models to generate LDPC codes and errors number determining corrected LDPC codes with different parameters are developed. It’s the first time the method is proposed of determining the ultra-long block LDPC codes to ensure the reliability characteristics specified in the channel with known parameters, characterized in that the analysis parameters LDPC code is implemented using the original statistical model and to evaluate corrective ability to code at a significant increase in the length of the block LDPC code. Also, the LDPC codes influence on channel information efficiency is researched, and shown 9...52% improvement. Conclusions. The important scientific problem is solved in the paper, – construction and use of advanced wireless transmission systems with increasing information efficiency using LDPC coding. Stages of channel resources redistribution include LDPC, OFDM, modulation, described and presented in the information efficiency coordinates and transmission system performance.
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