一种超可靠有限长模拟喷泉码的有效构造方法

Zixuan Huang, K. Zhang, J. Jiao, Lianqin Li, Shaohua Wu, Qinyu Zhang
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引用次数: 4

摘要

超可靠低延迟通信(URLLC)由第三代合作伙伴计划(3GPP)为第五代(5G)移动系统定义。为了实现超高可靠性和低时延的严格要求,数据块长度需要很小。然而,大多数最先进的信道代码都是针对长块长度进行设计和优化的。模拟喷泉码(AFC)是无线信道上一种容量逼近的自适应码,具有线性编解码复杂度。本文研究了有限长度区域内AFC的优化问题。首先分析了有限长度域下平均度对AFC译码性能的影响。然后,根据AFC中权系数的特点,提出了一种联合设计的权优化(WO)渐进边缘增长(PEG)-AFC算法,以提高有限长度域的解码性能,称为PEG-AFC算法。仿真结果表明,在较宽的信噪比范围内,PEG-AFC算法可以实现较低的误码率(BER)。
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An Efficient Construction Method for Ultra-Reliable Finite Length Analog Fountain Codes
Ultra-reliable low latency communication (URLLC) is defined by the the third generation partnership project (3GPP) for the fifth generation (5G) mobile systems. In order to realize the stringent requirements of ultra-high reliability and low latency, the data block length needs to be small. However, most of the state-of-art channel codes are designed and optimized for long block length. Analog fountain code (AFC) is a capacity-approaching self-adaptive code on wireless channels with linear encoding/decoding complexity. In this paper, we study the optimization of AFC in the finite length regime. We first analyze the effect of average degree on decoding performance of AFC in the finite length regime. Then, based on the characteristic of weight coefficient in AFC, we proposed a joint design of weight optimization (WO) progressive edge growth (PEG)-AFC algorithm to improve the decoding performance in the finite length regime, named PEG-AFC algorithm. Simulation results show that the proposed PEG-AFC algorithm can achieve lower bit error rate (BER) in a wide range of signal to noise ratio (SNR).
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