• Electronics Optics & Control
  • Vol. 28, Issue 12, 71 (2021)
WANG Huiyang, LIU Songtao, and ZHAO Shuai
Author Affiliations
  • [in Chinese]
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    DOI: 10.3969/j.issn.1671-637x.2021.12.015 Cite this Article
    WANG Huiyang, LIU Songtao, ZHAO Shuai. GA-ELM Based Online Evaluation of Jamming Effect in Communication Countermeasure[J]. Electronics Optics & Control, 2021, 28(12): 71 Copy Citation Text show less

    Abstract

    Traditional methods for jamming effect evaluation in communication countermeasure cannot be applied to real-time evaluation in wartime.To solve the problem,an online evaluation method based on GA-ELM is proposed.Link-16 is taken as the research object.Firstly,the parameters of its anti-jamming behavior are analyzed and selected to build a sample library.Then,ELM is used to learn the sample parameters after classification,and the improved GA is used to optimize ELM,so that the GA-ELM model is obtained.Experimental results show that GA-ELM can obtain online evaluation results of jamming effect based on the parameters of anti-jamming behavior.The new method overcomes the shortcoming of the traditional methods, and is more close to actual combat.
    WANG Huiyang, LIU Songtao, ZHAO Shuai. GA-ELM Based Online Evaluation of Jamming Effect in Communication Countermeasure[J]. Electronics Optics & Control, 2021, 28(12): 71
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