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An Improved Space-Time Joint Anti-jamming Algorithm Based on Variable Step LMS

机译:一种基于变步长LMS的时空联合抗干扰算法

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摘要

In wireless communication,the space-time anti-jamming method is widely applied because it shows better performance than the pure airspace and pure temporal anti-jamming methods.However,its application is limited by its computational complexity,and it cannot suppress narrowband interference that is in the same direction as the navigation signal.To solve these problems,we propose improved frequency filter to filter the narrowband interference from the desired signal direction in advance,meanwhile,an improved variable step Least Mean Square (LMS) method is proposed to complete the space-time array weights with fast iteration,thereby reducing computational complexity.The simulation results show that,compared with conventional methods,the anti-jamming capability of the proposed algorithm is significantly enhanced;and its complexity is significantly reduced.
机译:在空通信中,空时抗干扰方法由于具有比纯空域和纯时间抗干扰方法更好的性能,因此得到了广泛的应用。但是,其应用受到计算复杂度的限制,无法抑制窄带干扰。为了解决这些问题,我们提出了一种改进的频率滤波器来预先从期望的信号方向滤除窄带干扰,同时,提出了一种改进的变步长最小均方方法(LMS)仿真结果表明,与传统方法相比,该算法的抗干扰能力明显增强;复杂度大大降低。

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  • 来源
    《清华大学学报(英文版)》 |2017年第5期|520-528|共9页
  • 作者单位

    College of Information Engineering, Taiyuan University of Technology, Taiyuan 030600, China;

    College of Information Engineering, Taiyuan University of Technology, Taiyuan 030600, China;

    College of Information Engineering, Taiyuan University of Technology, Taiyuan 030600, China;

    College of Information Engineering, Taiyuan University of Technology, Taiyuan 030600, China;

    College of Information Engineering, Taiyuan University of Technology, Taiyuan 030600, China;

  • 收录信息 中国科学引文数据库(CSCD);
  • 原文格式 PDF
  • 正文语种 eng
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