二进制擦除中的鲁棒LT设计

Khaled F. Hayajneh, S. Yousefi
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引用次数: 1

摘要

喷泉码用于许多信道时变且发射机难以预测适当码率的应用中。在这种情况下,固定代码是不合适的。尽管喷泉码具有良好的性能,但在有限长度范围内不存在普遍最优码。在本文中,我们设计了新的喷泉码,该喷泉码对通信系统的擦除概率和源长度等参数具有鲁棒性。我们采用密度演化与线性规划相结合的方法来设计鲁棒的喷泉码,使之具有普遍最优码的一些吸引人的特性。在分析中使用了不同的目标,如最小化擦除概率和最大化码率。分析结果表明,在源长度k = 128、码率R = 1/2、擦除概率λ = 0时,使用优化参数的喷泉码可以将失效概率降低到10-12的水平。仿真结果表明,该方法可以显著提高码率。例如,在源长度k = 512时,Shokrollahi分布[1]实现了码率R = 0.7268,而我们的新设计提供了码率R = 0.76331,即提高了5%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust LT designs in binary erasures
Fountain codes are used in many applications where the channels are time varying and it is difficult at the transmitter to predict the appropriate code rate. In this situation, fixedrate codes are not suitable. Despite the good performance of fountain codes, universally optimal codes do not exist in the finite-length regime. In this paper, we design new fountain codes that are robust to the communication system's parameters such as erasure probability as well as the source length. We employ density evolution together with linear programming to design robust fountain codes offering some of the attractive properties of universally optimal codes. Different objectives are used in the analysis such as minimizing the erasure probability and maximizing the code rate. Analytically, results indicate that fountain codes can decrease the failure probability to the level of 10-12 using the optimized parameters at source length k = 128, code rate R = 1/2 and erasure probability ϵ = 0. Further, simulation results show that the code rate can be improved significantly. For example, at a source length k = 512, Shokrollahi distribution [1] achieves code rate R = 0.7268 while our novel design provides a code rate R = 0.76331, that is, an improvement of 5%.
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