Cooperative Task Assignment of Multiple UCAVs Based on MAS and CNP

被引:0
|
作者
Yang Ying [1 ]
机构
[1] Xian Res Inst High Tech, Xian, Peoples R China
关键词
cooperative task assignment; UCAV; multi-agent system; contract net protocol; ant colony algorithm;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Aiming at the task assignment problem of unmanned combat aerial vehicle (abbreviated as UCAV), we consider single UCAV as an agent here, then UCAV formation compose multi-agent system (abbreviated as MAS) by using the theory of complex adaptive system. We established the target function model and correlative restriction model of task assignment for MAS. Based on the distributed characteristic of task assignment, we introduce the idea of market auction mechanism from contract net protocol (abbreviated as CNP) and use this method to build the cooperative task assignment model. Simulations prove that the model based on MAS and CNP we bulit is correct. And also simulation results indicate that contract net protocol can solve the problem of task assignment effectively and can achieve the global optimization.
引用
收藏
页码:391 / 395
页数:5
相关论文
共 50 条
  • [1] Distributed task allocation and coordination technique of multiple UCAVs for cooperative tasks
    College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha 410073, China
    Zidonghua Xuebao, 2007, 7 (731-737):
  • [2] UCAVs Cooperative Task Allocation Method based on Immune Evolutionary Computation
    Nie Zhi-Qiang
    Zhu Rong-gang
    He Peng
    PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON UNMANNED SYSTEMS (ICUS), 2017, : 55 - 60
  • [3] Multiple UCAVs Mission Assignment Based on Modified Gravitational Search
    Chen, Yiren
    Duan, Haibin
    11TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2014, : 540 - 545
  • [4] UAV Cooperative Multiple Task Assignment Based on Discrete Particle Swarm Optimization
    Zhou, Shaolei
    Yin, Gaoyang
    Wu, Qingpo
    2015 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS IHMSC 2015, VOL II, 2015,
  • [5] Cooperative Targets Assignment of Multi-UCAVs Considering Kill Probability
    Bai Ruiguang
    Chen Qiushuang
    Quan Xiongwen
    Ji Xiaotao
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 7573 - 7578
  • [6] Multiple UCAVs Cooperative Path Planning in Dynamic Environments
    Fu, Xiao-wei
    Gao, Xiao-guang
    ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 1699 - 1702
  • [7] Independent task assignment of space warfare based on MAS and ACO
    Wu, Jian
    Liu, Xinxue
    Shu, Jiansheng
    Li, Yaxiong
    Liu, Kaifeng
    Journal of Information and Computational Science, 2013, 10 (12): : 3861 - 3867
  • [8] Multi-UCAVs task assignment simulation platform based on parallel ant colony optimization
    School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China
    不详
    不详
    Hangkong Xuebao, 2008, SUPPL. (192-197):
  • [9] Task Assignment Modeling and Simulation for Cooperative Driving of Multiple Vessels
    Xiang, Shanshan
    Chen, Yaojie
    PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC 2017), 2017, : 25 - 29
  • [10] Multiple Cooperative Task Assignment on Reliability-Oriented Social Crowdsourcing
    Zhao, Lu
    Tan, Wenan
    Li, Bo
    Xu, Lida
    Yang, Yun
    IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 15 (06) : 3402 - 3416