Performance Analysis of Pulse Shaping Filters with Novel Rate Adaptive Irregular LDPC Codes

Mahalakshmi Alias Isakki Ramakrishnan, Tharini Chandraprakasam
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Abstract

In a communication system, pulse shaping filters are used to create a band limited channel and to reduce the Inter Symbol Interference (ISI). Low Density Parity Check Codes (LDPC) code is the improved error correction code used in 5G technology to reduce BER to a great extent. This paper focuses on combining the effect of different pulse shaping filters with the novel rate adaptive irregular LDPC codes. The novel LDPC encoding algorithm having sparse Parity Check Matrix (PCM) is used to achieve capacity nearer to Shannon's Capacity. From the simulation results it is clear that this combination reduces the BER further. It is observed that this idea of combining pulse shaping filters and LDPC can be applied to high data rate communication like 5G in the view of reducing Bit Error Rate (BER).
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新型速率自适应不规则LDPC码脉冲整形滤波器的性能分析
在通信系统中,脉冲整形滤波器用于创建带限信道和减少符号间干扰(ISI)。低密度奇偶校验码(Low Density Parity Check Codes, LDPC)是5G技术中采用的改进型纠错码,可以在很大程度上降低误码率。本文重点研究了将不同脉冲整形滤波器的作用与一种新的速率自适应不规则LDPC码相结合。采用具有稀疏奇偶校验矩阵(PCM)的LDPC编码算法,使容量更接近香农容量。仿真结果表明,这种组合进一步降低了误码率。可以观察到,从降低误码率(BER)的角度来看,将脉冲整形滤波器与LDPC相结合的想法可以应用于5G等高数据速率通信中。
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