期刊文献+

面向极化编码慢跳频的干扰状态迭代估计及译码算法

Iterative Jamming State Estimation and Decoding of Polar Codes over Slow Frequency Hopping Channels
在线阅读 下载PDF
导出
摘要 考虑将循环冗余校验级联极化(Cyclic Redundancy Check Assisted Polar,CA-Polar)码应用于受部分频带干扰的慢跳频通信场景,针对每跳干扰状态未知的挑战,提出了一种基于CA-Polar码软输出解码的迭代干扰状态估计方法。该方法基于广义似然比(Generalize Ratio Test,GRT)来启动部分频带干扰下的极化解码,然后通过每次迭代译码的可靠度信息来不断提高每一跳干扰状态估计的准确性,基于干扰状态估计更新接收信号的对数似然比(Log-Likelihood Ratio,LLR)并用于CA-Polar码的新一轮迭代译码。仿真结果表明,采用(1024,256+CRC-16)CA-Polar码在块错误率(Block Error Rate,BLER)为1×10^(-4)时,所提出的迭代处理相比于无迭代处理的性能有效提升近2.4 dB;相比于1/2码率的(648,324)LDPC码,同等码率的(512,256+CRC-8)CA-Polar码在相同跳频抗干扰场景下以及BLER为1×10^(-4)时性能增益近0.2 dB。 Considering applying cyclic redundancy check assisted Polar(CA-Polar)codes in slow frequency hopping spread spectrum(FH-SS)with partial-band interference,soft-output list decoding of Polar codes,the authors propose an iterative receiver with joint jamming state estimation and channel decoding based on cyclic redundancy check-assisted soft-output list decoding of Polar codes.The proposed iterative receiver starts with a Generalized-Ratio-Test(GRT)approach for robustly calculating the channel Log-Likelihood Ratio(LLR),and the estimation of CA-Polar-coded bits with soft-output list decoding is updated for jamming state estimation.Compared with the non-iterative approach,the proposed iterative decoding approach obtains a gain of about 2.4 dB at block error rate(BLER)of 1×10^(-4)for a(1024,256+CRC-16)CA-Polar codes.Compared with a rate-1/2(648,324)LDPC codes,the use of(512,256+CRC-8)CA-Polar codes achieves a gain of about 0.2 dB at BLER of 1×10^(-4).
作者 高露琴 吴晓富 张索非 胡海峰 GAO Luqin;WU Xiaofu;ZHANG Suofei;HU Haifeng(National Engineering Research Center of Communications and Networking,Nanjing University of Posts and Telecommunications,Nanjing 210003,China;School of Internet of Things,Nanjing University of Posts and Telecommunications,Nanjing 210003,China)
出处 《电讯技术》 北大核心 2025年第1期103-110,共8页 Telecommunication Engineering
基金 国家自然科学基金资助项目(62371245)。
关键词 极化码 慢跳频 脉冲噪声 软输出译码 对数似然比计算 Polar codes slow frequency hopping impulse noise soft-output decoding Log-Likelihood ratio computation
  • 相关文献

参考文献4

二级参考文献9

  • 1CCSDS. Low-density parity-check codes LDPC for use in near-earth and deep space applications [ EB/OL]. [ 2011 -01 -11 ]. http:// public.' ccsds, org/publications/archive/131 xl o2e2. pdf.
  • 2PISHRO-NIK H, FEKRI F. Results on punctured LDPC codes [ C]// ITW 2004: Proceedings of 2004 IEEE Information Theory Workshop. Piscataway, NJ: IEEE, 2004:215-219.
  • 3THORPE J. Low-Density Parity-Check (LDPC) codes constructed from protographs [ EB/OL]. [ 2011 - 01 - 12]. http://ipnpr, jpl. nasa. gov/progress_report/42-154/154C, pdl.
  • 4RICHARDSON T J, URBANKE R L. Efficient encoding of low-den- sity parity-check codes [ J]. IEEE Transactions on Information Theo- ry, 2001, 47(2): 638-656.
  • 5KSCHISCHANG F R, FREY B J, LOELIGER H A. Factor graphs and the sum-product algorithm [ J]. IEEE Transactions on Informa- tion Theory, 2001, 47(2): 498-519.
  • 6CHEN J, DHOLAKIA A, ELEFFHERIOU E, et al. Reduced-com- plexity decoding of LDPC codes [ J]. IEEE Transactions on Commu- nications, 2005, 53(8) : 1288 - 1299.
  • 7野晓东,马林华,王卫民,杨学兵.一种信噪比估计方法及其应用[J].计算机工程,2009,35(18):102-104. 被引量:2
  • 8陈国泰,张朝阳,张亮,陈平平.系统极化码的置信传播译码性能分析[J].电讯技术,2016,56(8):839-843. 被引量:8
  • 9YANG Haifen,YAN Suxin,ZHANG Hao,REN Yan,HU Xiangdong,LIN Shuisheng.A simplified decoding algorithm for multi-CRC polar codes[J].Journal of Systems Engineering and Electronics,2020,31(1):12-18. 被引量:7

共引文献8

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部