IIGA Based Algorithm for Cooperative Jamming Resource Allocation

被引:5
|
作者
Zhai, Xiao-feng [1 ]
Zhuang, Yi [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Informat Sci & Technol, Nanjing 210016, Peoples R China
关键词
electronic warfare; cooperative jamming; resource allocation; immune genetic; OPTIMIZATION;
D O I
10.1109/PRIMEASIA.2009.5397370
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper addresses a cooperative jamming resource allocation problem in electronic warfare and presents a resource allocation model of cooperative jamming (CJRA). Besides the capabilities and number of available jamming resources, the model also takes many constrains into account. Then an improved immune genetic algorithm (IIGA) is presented to solve the problem. In order to prevent the algorithm from converging too slowly like traditional immune genetic algorithm, IIGA introduces the mechanisms of immunological memory and immunological metabolism which can restrain the individuals from degenerating in the process of evolution. In the end, the simulation indicates that the algorithm can resolve the problem of CJRA effectively and shorten the time of decision-making.
引用
收藏
页码:368 / 371
页数:4
相关论文
共 50 条
  • [1] Cooperative jamming resource allocation model based on the improved firefly algorithm
    Yao, Zekun
    Liu, Tianhao
    Wang, Chao
    [J]. ACM International Conference Proceeding Series, 2022, : 1719 - 1724
  • [2] Cooperative Jamming Resource Allocation Based on Tabu Search-Genetic Algorithm
    Jiao, Zhenghua
    Tian, Yuan
    Li, Yibing
    Ye, Fang
    [J]. 2022 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY (ICMMT), 2022,
  • [3] Cooperative jamming resource allocation model and algorithm for netted radar
    Yao, Zekun
    Tang, Chuanbin
    Wang, Chao
    Shi, Qinzhan
    Yuan, Naichang
    [J]. ELECTRONICS LETTERS, 2022, 58 (22) : 834 - 836
  • [4] Cooperative jamming resource allocation model for radar network based on improved discrete simulated annealing genetic algorithm
    Yao, Zekun
    Wang, Chao
    Shi, Qingzhan
    Zhang, Shaoqing
    Yuan, Naichang
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 1600, 3 (824-830):
  • [5] Optimal allocation of cooperative jamming resource based on hybrid quantum-behaved particle swarm optimisation and genetic algorithm
    Jiang, Haiqing
    Zhang, Yangrui
    Xu, Hongyi
    [J]. IET RADAR SONAR AND NAVIGATION, 2017, 11 (01): : 185 - 192
  • [6] Cooperative Jamming Resource Allocation of UAV Swarm Based on Multi-objective DPSO
    Qin Qingwen
    Dong Wenfeng
    Lin Meiqing
    Yang Yang
    [J]. PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 5319 - 5325
  • [7] Research on Resource Allocation Algorithm Based on MAS Cooperative Technology
    Shi, Dejia
    Jiang, Weijin
    Liu, Zhiqiang
    Wang, Li
    [J]. PROGRESS IN MEASUREMENT AND TESTING, PTS 1 AND 2, 2010, 108-111 : 903 - +
  • [8] Jamming Resource Allocation Aimed to Data Link Based on Simulant Annealing Algorithm
    Shao, Shijia
    Zhang, Taige
    Ye, Fang
    [J]. 2017 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM - FALL (PIERS - FALL), 2017, : 981 - 987
  • [9] A cooperative interference resource allocation method based on improved firefly algorithm
    Xing, Huai-Xi
    Wu, Hua
    Chen, You
    Wang, Kun
    [J]. DEFENCE TECHNOLOGY, 2021, 17 (04): : 1352 - 1360
  • [10] A cooperative interference resource allocation method based on improved firefly algorithm
    Huai-xi Xing
    Hua Wu
    You Chen
    Kun Wang
    [J]. Defence Technology, 2021, (04) : 1352 - 1360