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Rate-Compatible LDPC Convolutional Codes Achieving the Capacity of the BEC

机译:实现BEC容量的速率兼容LDPC卷积码

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摘要

In this paper, we propose a new family of rate-compatible regular low-density parity-check (LDPC) convolutional codes. The construction is based on graph extension, i.e., the codes of lower rates are generated by successively extending the graph of the base code with the highest rate. Theoretically, the proposed rate-compatible family can cover all the rational rates from 0 to 1. In addition, the regularity of degree distributions simplifies the code optimization. We prove analytically that all the LDPC convolutional codes of different rates in the family are capable of achieving the capacity of the binary erasure channel (BEC). The analysis is extended to the general binary memoryless symmetric channel, for which a capacity-approaching performance can be achieved. Analytical thresholds and simulation results for finite check and variable node degrees are provided for both BECs and binary-input additive white Gaussian noise channels. The results confirm that the decoding thresholds of the rate-compatible codes approach the corresponding Shannon limits over both channels.
机译:在本文中,我们提出了一个新的速率兼容的常规低密度奇偶校验(LDPC)卷积码系列。该构造基于图扩展,即,通过以最高速率连续扩展基本代码的图来生成较低速率的代码。从理论上讲,建议的速率兼容系列可以覆盖从0到1的所有有理速率。此外,度分布的规律性简化了代码优化。我们通过分析证明,该族中所有不同速率的LDPC卷积码都能够实现二进制擦除信道(BEC)的容量。该分析扩展到了通用的二进制无内存对称通道,可以实现其接近容量的性能。为BEC和二进制输入加性高斯白噪声通道提供了有限检查和可变节点度的分析阈值和仿真结果。结果证实速率兼容码的解码阈值在两个通道上均接近相应的香农极限。

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