Early decoding for transmission over finite transport blocks

Cenk Sahin, Lingjia Liu, E. Perrins
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引用次数: 5

Abstract

Future wireless communications will face the dual challenge of supporting large traffic volume while providing reliable service for various kinds of delay-sensitive traffic. In the light of this challenge, this paper investigates the throughput performance of wireless systems under channel coding over finite transport blocks (TBs) with the channel state sequence available only at the receiver. We analyze the performance of a communication scheme with feedback, namely early decoding, where for each codeblock the receiver makes a single decoding attempt at a time determined based on the available channel state information. A finite-state Markov channel (FSMC) is introduced to model the TB-based wireless system where the parameters of the model are linked to the characteristics of the underlying physical channel. The FSMC model is then used to assess the maximum achievable throughput of the early decoding strategy. Numerical results suggest that despite its low computational complexity the proposed scheme significantly reduces the coding latency to achieve rates near the channel capacity.
在有限传输块上传输的早期解码
未来的无线通信将面临支持大流量和为各种延迟敏感型业务提供可靠服务的双重挑战。鉴于这一挑战,本文研究了无线系统在有限传输块(TBs)上信道编码的吞吐量性能,信道状态序列仅在接收端可用。我们分析了具有反馈的通信方案的性能,即早期解码,其中对于每个码块,接收器在基于可用信道状态信息确定的时间内进行单次解码尝试。引入有限状态马尔可夫信道(FSMC)对基于tb的无线系统进行建模,该模型的参数与底层物理信道的特性相关联。然后使用FSMC模型来评估早期解码策略的最大可实现吞吐量。数值结果表明,尽管该方案的计算复杂度较低,但显著降低了编码延迟,达到接近信道容量的速率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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