Electronics Optics & Control, Volume. 28, Issue 12, 71(2021)

GA-ELM Based Online Evaluation of Jamming Effect in Communication Countermeasure

WANG Huiyang, LIU Songtao, and ZHAO Shuai
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  • [in Chinese]
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    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.

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    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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    Paper Information

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    Received: Mar. 8, 2021

    Accepted: --

    Published Online: Dec. 25, 2021

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2021.12.015

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