TY - JOUR
T1 - Evaluation Model, Intelligent Assignment, and Cooperative Interception in Multimissile and Multitarget Engagement
AU - Guo, Jianguo
AU - Hu, Guanjie
AU - Guo, Zongyi
AU - Zhou, Min
N1 - Publisher Copyright:
© 1965-2011 IEEE.
PY - 2022/8/1
Y1 - 2022/8/1
N2 - A complete engagement framework, including evaluation model, intelligent assignment, and cooperative interception is proposed to address the issue of multimissile and multitarget engagement (MME). The concepts of targets threat degree and missiles interception effective degree are included in the evaluation model, which fully considers both the offensive and defensive sides. Then, the multitarget assignment is carried out based on the obtained evaluation model, and a reinforcement learning-based intelligent assignment strategy is adopted. This scheme is capable of quickly generating the optimal assignment in the complex and variable engagement environment by virtue of the self-learning and reward mechanism. Following the optimal assignment, a cooperative interception technique is used to ensure the interception mission efficiently and accurately. Finally, simulation results illustrate the validity of the proposed engagement framework.
AB - A complete engagement framework, including evaluation model, intelligent assignment, and cooperative interception is proposed to address the issue of multimissile and multitarget engagement (MME). The concepts of targets threat degree and missiles interception effective degree are included in the evaluation model, which fully considers both the offensive and defensive sides. Then, the multitarget assignment is carried out based on the obtained evaluation model, and a reinforcement learning-based intelligent assignment strategy is adopted. This scheme is capable of quickly generating the optimal assignment in the complex and variable engagement environment by virtue of the self-learning and reward mechanism. Following the optimal assignment, a cooperative interception technique is used to ensure the interception mission efficiently and accurately. Finally, simulation results illustrate the validity of the proposed engagement framework.
KW - Assignment strategy
KW - cooperative interception
KW - engagement framework
KW - multimissile
KW - multitarget
KW - reinforcement learning
UR - http://www.scopus.com/inward/record.url?scp=85123690545&partnerID=8YFLogxK
U2 - 10.1109/TAES.2022.3144111
DO - 10.1109/TAES.2022.3144111
M3 - 文章
AN - SCOPUS:85123690545
SN - 0018-9251
VL - 58
SP - 3104
EP - 3115
JO - IEEE Transactions on Aerospace and Electronic Systems
JF - IEEE Transactions on Aerospace and Electronic Systems
IS - 4
ER -