Received Value Flipping Based Sphere Decoding Algorithm for Polar Codes

Rui Wang;Haiqiang Chen;Yan Chen;Yuanbo Liu;Xiangcheng Li;Youming Sun;Qingnian Li
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Abstract

Polar codes are considered as one of the most competitive channel coding schemes for the future wireless communication system. To improve the performance of polar codes with short code-length for control channels, a sphere decoding algorithm based on received value flipping is proposed in this paper. When a codeword fails the cyclic redundancy check, the algorithm flips the received value with low reliability and forms a new received sequence. Then, this new sequence is sent to the decoder for another decoding attempt. In addition, we also compare the performance of different flipping sets and evaluate the influence of the associated flipping set sizes. Simulation results show that, the proposed algorithm can achieve performance improvement over additive white Gaussian noise channel with acceptable complexity. For the (64, 16) polar code, the proposed algorithm can achieve about 0.23 dB performance gain at frame error rate = $10^{-3}$ , compared to the conventional sphere decoding algorithm. Finally, we also verify the applicability of the proposed algorithm over Rayleigh fading channel and observe similar results.
基于接收值翻转的极坐标码球面译码算法
Polar码被认为是未来无线通信系统中最具竞争力的信道编码方案之一。为了提高控制信道短码长极化码的性能,提出了一种基于接收值翻转的球面译码算法。当一个码字没有通过循环冗余校验时,该算法将可靠性较低的接收值进行翻转,形成一个新的接收序列。然后,这个新序列被发送到解码器进行另一次解码尝试。此外,我们还比较了不同翻转集的性能,并评估了相关翻转集大小的影响。仿真结果表明,该算法能在复杂度可接受的加性高斯白噪声信道上实现性能提升。对于(64,16)极码,在帧误码率= $10^{-3}$时,与传统球面译码算法相比,该算法可获得约0.23 dB的性能增益。最后,我们还验证了该算法在瑞利衰落信道上的适用性,并观察了类似的结果。
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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