Polar code performance with Doppler shifts and reflections in Rayleigh fading for Industrial channels

Y. Samarawickrama, V. Cionca
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Abstract

Industry 4.0 has created a strong pull for wireless communications. Industrial applications have tight communication constraints putting them in the class of Ultra Reliable, Low Latency Communication (URLLC). Polar codes have recently become a primary contender for satisfying URLLC requirements. Their performance is heavily dependent on the channel state and with industrial environments presenting extreme conditions with highly dynamic radio channels, obtaining high reliability from polar codes is challenging. Pilot Assisted Transmission allows channel estimation and can improve the reliability of polar codes in fading channels. However a detailed analysis of the impact of the channel dynamics and PAT scheme on the polar code performance is not available. This paper models the industrial radio channel as a Rayleigh channel affected by Doppler shift and delay spread. We evaluate the channel estimation and Bit Error Rate improvements that can be achieved using PAT with variable pilot interval. We detail the behaviour of polar codes subjected to Doppler shift and delay spread. Finally, we investigate the trade-off between reliability and maximum achievable data rate based on PAT interval and code rate. The existence of a trade-off indicates scope for optimization of PAT parameters depending on channel conditions.
工业信道中具有多普勒频移和瑞利衰落反射的极码性能
工业4.0为无线通信创造了强大的吸引力。工业应用具有严格的通信限制,将它们置于超可靠、低延迟通信(URLLC)的类别中。Polar码最近已经成为满足URLLC需求的主要竞争者。它们的性能在很大程度上取决于信道状态,并且在具有高动态无线电信道的极端条件的工业环境中,从极性编码中获得高可靠性是具有挑战性的。导频辅助传输允许信道估计,可以提高衰落信道中极化码的可靠性。然而,信道动态和PAT方案对极化码性能影响的详细分析尚未得到。本文将工业无线电信道建模为受多普勒频移和时延扩展影响的瑞利信道。我们评估了使用可变导频间隔的PAT可以实现的信道估计和误码率改进。我们详细介绍了极化码在多普勒频移和延迟扩散下的行为。最后,我们研究了基于PAT间隔和码率的可靠性和最大可实现数据率之间的权衡。权衡的存在表明了根据信道条件优化PAT参数的范围。
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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