李蕊,邓亭强,窦修全. 基于遗传算法优化的短波时差定位算法[J]. 电波科学学报,2023,38(6):1096-1104. DOI: 10.12265/j.cjors.2022254
      引用本文: 李蕊,邓亭强,窦修全. 基于遗传算法优化的短波时差定位算法[J]. 电波科学学报,2023,38(6):1096-1104. DOI: 10.12265/j.cjors.2022254
      LI R, DENG T Q, DOU X Q. High frequency TDOA geolocation method based on genetic algorithm optimization[J]. Chinese journal of radio science,2023,38(6):1096-1104. (in Chinese). DOI: 10.12265/j.cjors.2022254
      Citation: LI R, DENG T Q, DOU X Q. High frequency TDOA geolocation method based on genetic algorithm optimization[J]. Chinese journal of radio science,2023,38(6):1096-1104. (in Chinese). DOI: 10.12265/j.cjors.2022254

      基于遗传算法优化的短波时差定位算法

      High frequency TDOA geolocation method based on genetic algorithm optimization

      • 摘要: 作为一种不受网络枢纽和有源中继制约的远程通信手段,短波通信系统在军事和民用领域均受到广泛关注. 众所周知,短波信号远程传输是通过电离层反射实现的,其无源定位作为电子对抗领域的重要组成部分一直是国内外学者研究的热点,因此针对上述场景如何实现有效的辐射源定位是目前短波通信系统中亟待解决的问题. 本文提出了一种新型短波时差定位算法,该算法分为时差提取、粗定位和精确定位三个过程,利用遗传算法进行联合优化,在没有电离层参数信息的情况下实现精确定位. 为证明算法的有效性,给出了相应的仿真实验和实地实验分析结果,结果表明该算法不仅简单、实用性强,且精度优于3%. 本文所提算法为短波盲源远程定位的发展提供了新思路、新方向.

         

        Abstract: As a network hub and active relay do not restrict remote communication, the high frequency (HF) communication system has received extensive attention in military confrontation and civil spectrum monitoring. As we all know, high frequency long-distance transmission is realized by ionospheric reflection and a typical non-line-of-sight (NLoS) transmission mode. In addition, as an important part of the electronic countermeasure, passive location has always been a research hotspot. Therefore, how to achieve effective geolocation in the NLoS scene is an urgent problem to be solved in the shortwave communication system. In this paper, a new high frequency time difference of arrival (TDOA) location algorithm is proposed. The algorithm is divided into three parts: TDOA extraction, coarse location and precise location. Without ionospheric parameter information, precise location can be achieved. In order to prove the effectiveness of the method, the simulation results and field results are presented in the paper. The results show that the proposed algorithm is simple and practical, and its accuracy is better than 3%. The proposed algorithm provides a new idea and direction for the development of high frequency geolocation.

         

      /

      返回文章
      返回