Weapon Target Assignment Decision Based on Markov Decision Process in Air Defense

被引：0
|
作者：
Ma, Yaofei [1 ]
Chou, Chaohong [1 ]
机构：
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
来源：
SYSTEM SIMULATION AND SCIENTIFIC COMPUTING, PT II | 2012年 / 327卷
关键词：
WTA; MDP;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper proposed a MDP based approach to resolve the weapon target assignment (WTA) problem in air defense domain. Considering the dynamic and stochastic nature of this problem, WTA is firstly decomposed into several sub-problems, the optimal strategy of which is easily to compute since the state space is very small. The strategies of sub-problems are combined to form global assignment strategy, in that a Minimum Marginal algorithm is employed for conflicts resolution. By this way, an approximate optimal WTA policy is obtained with reduction of computation complex.
引用
收藏
页码：353 / 360
页数：8
相关论文
共 50 条
  • [1] Research on Algorithm for Dynamic Weapon Target Assignment Based on the Improved Markov Decision Model
    Duan, Wei
    Yuan, WeiLin
    Pan, Liang
    [J]. 2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 8417 - 8424
  • [2] DECISION MAKING USING PARALLEL ANT COLONY OPTIMIZATION ON WEAPON TARGET ASSIGNMENT IN MULTILAYER AIR DEFENSE
    Abdelali, Benmehdjouza
    Fang Weiguo
    [J]. ICIM2012: PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT, 2012, : 428 - 436
  • [3] Modeling Weapon Target Assignment of Air Defense Based on CPN and MAS
    Gao Jiale
    Wang Gang
    Yao Xiaoqiang
    Xiao Jinke
    [J]. 2015 CHINESE AUTOMATION CONGRESS (CAC), 2015, : 161 - 165
  • [4] Modeling and decision-making of multi-target optimization assignment for aerial defense weapon
    College of Information Engineering, Beijing Technology and Business University, Beijing 100037, China
    不详
    [J]. Binggong Xuebao, 2007, 2 (228-231):
  • [5] Decision analysis of weapon system target assignment problems based on Markovian processes
    Huang Wei
    Sun Shengxiang
    [J]. Proceedings of the 3rd International Conference on Innovation & Management, Vols 1 and 2, 2006, : 1694 - 1698
  • [6] Land defense weapon versus target assignment against air attack
    Zhang, Xianjian
    [J]. Guofang Keji Daxue Xuebao/Journal of National University of Defense Technology, 2019, 41 (02): : 185 - 190
  • [7] Planning for Target System Striking Based on Markov Decision Process
    Lei Ting
    Zhu Cheng
    Zhang Weiming
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS (SOLI), 2013, : 154 - 159
  • [8] A Weapon-target Assignment in Air-defense Operations Based on Shooting Probability Constraint
    Zhi, Hongxin
    Zhao, Peng
    Li, Zhong
    Peng, Xiangxin
    Lu, Xuyang
    Wang, Chen
    [J]. Binggong Xuebao/Acta Armamentarii, 2022, 43 (04): : 952 - 959
  • [9] Combat decision support subsystem for optimal weapon-target assignment
    Bogdanowicz, ZR
    Coleman, NP
    Kaniyantethu, SJ
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2005, 1 : 11 - 15
  • [10] DECISION MAKING USING DISCRETE PARTICLE SWARM OPTIMIZATION ON WEAPON TARGET ALLOCATION IN MULTILAYER AIR DEFENSE
    Ali, Ghazanfar
    Fang, Weiguo
    Shi, Ruifeng
    [J]. ICIM 2008: PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT, 2008, : 737 - 745
12345