有限块长度域的叠加帧同步优化

A. Nguyen, R. L. Bidan, F. Guilloud
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引用次数: 7

摘要

考虑到在超可靠低延迟和海量机器类型通信中典型的短帧长度,在提高帧同步(FS)性能和提高信息吞吐量性能之间存在权衡。在本文中,我们考虑在AWGN信道上连续传输的情况,其中同步序列被叠加到数据符号上,而不是作为帧头添加。这种叠加的优点是同步长度和帧长度一样长。另一方面,为了不降低代码性能,必须权衡其功能。我们首先利用接收到的总体信号的概率分布的近似值对FS误差概率进行分析。数值计算表明了分析结果的严密性。然后,我们优化分配给叠加同步序列的功率分数,以最大限度地提高接收到无同步错误和解码错误的帧的概率。理论模型预测与实际设置的比较显示出非常接近的最优功率分配策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Superimposed Frame Synchronization Optimization for Finite Blocklength Regime
Considering a short frame length, which is typical in Ultra-Reliable Low-Latency and massive Machine Type Communications, a trade-off exists between improving the performance of frame synchronization (FS) and improving the performance of information throughput. In this paper, we consider the case of continuous transmission over AWGN channels where the synchronization sequence is superimposed to the data symbols, as opposed to being added as a frame header. The advantage of this superposition is that the synchronization length is as long as the frame length. On the other hand, its power has to be traded-off not to degrade the code performance. We first provide the analysis of FS error probability using an approximation of the probability distribution of the overall received signal. Numerical evaluations show the tightness of our analytic results. Then we optimize the fraction of power allocated to the superimposed synchronization sequence in order to maximize the probability of receiving a frame without synchronization errors nor decoding errors. Comparison of the theoretical model predictions to a practical setup show very close optimal power allocation policies.
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