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A LDPC code/decode channel coding model based on sum-product algorithm realization via LabVIEW

机译:基于LabVIEW的Sum-Product算法实现的LDPC码/解码信道编码模型

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In this work the basic concept of low-density parity-check codes is presented. First discovered in early 1960's, but were out of use because of their computing complexity for that time, today they are used in communication systems that take advantage of parallelism, very good error correction and high throughput like the DVB-S2. A soft decision sum-product algorithm based low-density parity-check code/decode channel coding model was developed through use of National Instruments' LabVIEW. This model was used to test the influence of the number of bits used in a message to be sent, the number of iterations and the low-density parity-check code rate on communication quality and the bit error rate. Simulation results show that the increase of message bits improves the communication quality. To achieve a better communication (lower BER) the code rate should be reduced but the number of iteration of the LDPC decoder should be set to a higher value.
机译:在这项工作中,提出了低密度奇偶校验代码的基本概念。首先在20世纪60年代初发现,但由于其计算的复杂性而缺乏使用,今天它们用于利用并行性的通信系统,非常好的纠错和DVB-S2等高吞吐量。基于软决策和 - 产品算法的低密度奇偶校验码/解码信道编码模型是通过使用国家仪器的LabVIEW开发的。该模型用于测试要发送的消息中使用的比特数的影响,迭代次数和低密度奇偶校验码率对通信质量和误码率。仿真结果表明,消息比特的增加提高了通信质量。为了实现更好的沟通(较低的BER),应该减少代码率,但LDPC解码器的迭代次数应设置为更高的值。

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