Research on Intelligent Assignment Method of Radar Jamming Task in Electronic Air Defense Operation

Jun Li, Lei Hu, W. Dai, Bin Fan
{"title":"Research on Intelligent Assignment Method of Radar Jamming Task in Electronic Air Defense Operation","authors":"Jun Li, Lei Hu, W. Dai, Bin Fan","doi":"10.1145/3467707.3467780","DOIUrl":null,"url":null,"abstract":"Radar jamming task assignment is one of the most important functions of EW simulation system. The result of radar jamming task assignment has great influence on the EW effect. At present, the existing optimization algorithm has difficulty in meeting the demand of simulation for its complexity and long computing time. In view of this problem, a new evolution algorithm, particle swarm optimization, is adopted to solve radar jamming task assignment problem on the basis of studying the problem and the algorithm is compared with the Genetic algorithm. The simulation result shows that the algorithm has faster computing speed and not many parameters to adjust in the same condition compared with the Genetic algorithm, so it is more suitable to solve radar jamming task assignment problem.","PeriodicalId":145582,"journal":{"name":"2021 7th International Conference on Computing and Artificial Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 7th International Conference on Computing and Artificial Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3467707.3467780","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Radar jamming task assignment is one of the most important functions of EW simulation system. The result of radar jamming task assignment has great influence on the EW effect. At present, the existing optimization algorithm has difficulty in meeting the demand of simulation for its complexity and long computing time. In view of this problem, a new evolution algorithm, particle swarm optimization, is adopted to solve radar jamming task assignment problem on the basis of studying the problem and the algorithm is compared with the Genetic algorithm. The simulation result shows that the algorithm has faster computing speed and not many parameters to adjust in the same condition compared with the Genetic algorithm, so it is more suitable to solve radar jamming task assignment problem.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
电子防空作战中雷达干扰任务智能分配方法研究
雷达干扰任务分配是电子战仿真系统的重要功能之一。雷达干扰任务分配的结果对电子战效果有很大影响。目前,现有的优化算法由于其复杂性和计算时间长,难以满足仿真的需求。针对这一问题,在研究雷达干扰任务分配问题的基础上,提出了一种新的进化算法——粒子群优化算法来解决雷达干扰任务分配问题,并与遗传算法进行了比较。仿真结果表明,与遗传算法相比,该算法具有更快的计算速度和在相同条件下需要调整的参数较少,因此更适合于解决雷达干扰任务分配问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A New Head Pose Estimation Method Using Vision Transformer Model Robust Facial Manipulation Detection via Domain Generalization A Coupled Pair Based Routing Protocol in Energy Harvesting Wireless Sensor Network Modeling and Parameter Optimization of Anti-Missile System Combat Network Industrial Intrusion Detection Technology Based on One-dimensional Multi-scale Residual Network
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1