通信学报 ›› 2017, Vol. 38 ›› Issue (12): 34-47.doi: 10.11959/j.issn.1000-436x.2017284

• 学术论文 • 上一篇    下一篇

基于改进LDPC码的短距离跳频无线通信系统

房卫东1,2,张武雄1,2(),胡明明3,陈伟4,杨旸1,2   

  1. 1 中国科学院上海微系统与信息技术研究所无线传感器网络与通信重点实验室,上海 200051
    2 上海无线通信研究中心,上海 201210
    3 电子信息系统复杂电磁环境效应国家重点实验室,河南 洛阳 471003
    4 中国矿业大学计算机科学与技术学院,江苏 徐州 221116
  • 修回日期:2017-11-03 出版日期:2017-12-01 发布日期:2018-01-19
  • 作者简介:房卫东(1971-),男,山东济南人,博士,中国科学院上海微系统与信息技术研究所高级工程师,主要研究方向为物联网/无线传感网可信/可靠传输技术、信任管理、隐私保护。|张武雄(1985-),男,湖北孝感人,博士,中国科学院上海微系统与信息技术研究所副研究员,主要研究方向为车联网体系架构及组网技术、异构多网协作。|胡明明(1984-),男,湖南长沙人,电子信息系统复杂电磁环境效应国家重点实验室工程师,主要研究方向为效能评估。|陈伟(1978-),男,江苏徐州人,博士,中国矿业大学教授,主要研究方向为智能信息处理、无线通信、大数据与云计算。|杨旸(1974-),男,江苏南京人,博士,中国科学院上海微系统与信息技术研究所研究员、博士生导师,主要研究方向为无线传感器网络(物联网)、新一代移动通信系统(5G)、雾计算与网络技术、开放无线测试验证平台。
  • 基金资助:
    国家自然科学基金资助项目(61471346);国家自然科学基金资助项目(61461136003);上海市自然科学基金资助项目(17ZR1429100);上海市科技创新行动计划基金资助项目(17511105903);上海市科技创新行动计划基金资助项目(17DZ1200302);青海省自然科学基金资助项目(2016-ZJ-922Q);CEMEE基金资助项目(CEMEE2017K0303B)

Improved LDPC-based short-range frequency-hopping wireless communication system

Wei-dong FANG1,2,Wu-xiong ZHANG1,2(),Ming-ming HU3,Wei CHEN4,Yang YANG1,2   

  1. 1 Key Laboratory of Wireless Sensor Network&Communication,Shanghai Institute of Microsystem and Information Technology,Chinese Academy of Sciences,Shanghai 200051,China
    2 Shanghai Research Center for Wireless Communication,Shanghai 201210,China
    3 State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System(CEMEE),Luoyang 471003,China
    4 School of Computer Science and Technology,China University of Mining and Technology,Xuzhou 221116,China
  • Revised:2017-11-03 Online:2017-12-01 Published:2018-01-19
  • Supported by:
    The National Natural Science Foundation of China(61471346);The National Natural Science Foundation of China(61461136003);The Natural Science Foundation of Shanghai(17ZR1429100);The Science and Technology Innovation Program of Shanghai(17511105903);The Science and Technology Innovation Program of Shanghai(17DZ1200302);The Natural Science Foundation of Qinghai Province(2016-ZJ-922Q);CEMEE(CEMEE2017K0303B)

摘要:

复杂应用场景决定短距离无线通信系统面对多种干扰、较低硬件资源配置导致其抗干扰能力有限,为实现可靠传输,设计基于改进LDPC码的短距离跳频无线通信系统。其中,提出低复杂度校验和更新(LCU,low-complexity check sum updating)算法,降低计算复杂度;提出基于MTBF(multi-threshold bit flipping)的LCU-MTBF算法,提高译码性能,降低译码复杂度。仿真结果表明,LCU算法适用于多种硬判决译码算法,在不影响原有算法性能的基础上降低译码算法的计算复杂度;LCU-MTBF在误码率(bit error rate)为10?5、迭代次数为5时,获得0.15dB性能增益,将MTBF算法中加法次数降低约40%;当误码率为10?4、信噪比为15dB时,在部分频带干扰和全频带干扰下,基于改进LDPC码的短距离跳频无线通信系统均获得7dB左右的性能增益,有效改善其干扰性能。

关键词: 短距离无线通信, 低密度奇偶校验, 硬判决译码, 跳频系统

Abstract:

In short-range wireless communication system(SWCS),the complex scenarios make its transmission face the diverse interference,and lower hardware resource leads to its limited anti-interference capability.To achieve the reliable transmission,a frequency-hopping-based SWCS (FH-SWCS)with improved LDPC (I-LDPC) code was constructed.In FH-SWCS,a low-complexity check-sum updating(LCU)algorithm was proposed to reduce the amount of computation.LCU-based multi-threshold bit flipping (LCU-MTBF) algorithm was given to increase the reliability of bit-flipping, improving decoding performance and reduce the complexity of decoding.The simulation results demonstrate that LCU is suitable for multiple hard decisions decoding algorithm,and it can reduce the computational complexity of original decoding algorithm without affecting its performance.When BER is 10?5,and iterations number is 5,0.15dB performance gain can be achieved,and the number of additions algorithm can be reduced about 40% in LCU-MTBF.In FH-SWCS with I-LDPC,when BER is 10?4,and SNR is 15dB,the performance gain about 7dB can be achieved to improve the anti-interference of the system effectively.

Key words: short-range wireless communication, LDPC, hard decision decoding, frequency hopping system

中图分类号: 

  • TP273