Cooperative Countermeasure Strategy of Sea-Air Cross-Domain Unmanned Platforms for Saturation Attack of Suicide UAVs

In view of saturation attacks of anti-suicide unmanned aerial vehicles(UAVs) in the marine environment, this paper studied the cooperative countermeasure strategy of sea-air cross-domain unmanned platforms under the condition that the number of targets far exceeded ours and proposed a cooperative al...

Full description

Saved in:
Bibliographic Details
Published in水下无人系统学报 Vol. 32; no. 2; pp. 228 - 236
Main Authors Xiao LIANG, Cong CHEN, Dianyong LIU, Changdong YU, Wei LI
Format Journal Article
LanguageChinese
Published Science Press (China) 01.04.2024
Subjects
coalition formation game
genetic algorithm
sea-air cross-domain
suicide unmanned aerial vehicle
Online AccessGet full text

Cover

More Information
Summary:In view of saturation attacks of anti-suicide unmanned aerial vehicles(UAVs) in the marine environment, this paper studied the cooperative countermeasure strategy of sea-air cross-domain unmanned platforms under the condition that the number of targets far exceeded ours and proposed a cooperative algorithm combining improved genetic algorithm and coalition formation game. Firstly, according to the attack and motion characteristics of the sea-air cross-domain unmanned platform, the cost function was designed by combining the maximum and minimum strategies. Then, the genetic algorithm was improved according to the task requirements, and the crossover and mutation processes were guided and restricted. A feasible countermeasure scheme was generated by improving the efficiency of the genetic algorithm. Finally, the coalition formation rules were designed, and the coalitions reached Nash stability via changing members between the coalitions. The countermeasure scheme could still be continuously and stably optimized
ISSN:2096-3920
DOI:10.11993/j.issn.2096-3920.2024-0007