Task Cooperative Assignment for Heterogeneous Platforms Composed of UAV and USV

被引:0
作者
Leng Shuhang [1 ]
Xu Chenglong [1 ]
Wu Xiande [1 ]
Wei Donghui [2 ]
机构
[1] Harbin Engn Univ, Harbin 150001, Peoples R China
[2] Sci & Technol Complex Syst Control & Intelligent, Beijing 100074, Peoples R China
来源
PROCEEDINGS OF 2022 INTERNATIONAL CONFERENCE ON AUTONOMOUS UNMANNED SYSTEMS, ICAUS 2022 | 2023年 / 1010卷
关键词
UAV; USV; Task assignment; Discrete PSO;
D O I
10.1007/978-981-99-0479-2_261
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The autonomous assignment, negotiation and execution of a task for cross-domain heterogeneous unmanned platforms are hot topics in current research of unmanned systems. Aiming at the heterogeneous platform composed of the Unmanned Aerial Vehicle (UAV) and Unmanned Surface Vessel (USV), a task cooperative assignment method based on improved Discrete Particle Swarm Optimization (DPSO) is proposed. The idea of mutation and crossover in Genetic Algorithm (GA) is used to improve the DPSO to solve the mathematical model composed of optimization targets and constraints, which can quickly converge to the global optimal solution of the objective function. The idea of mutation and crossover can solve the problem that the DPSO is easy to fall into the local optimal solution, so that the algorithm can converge to the global optimal solution of the objective function. The simulation result shows that the method can complete assignment of tasks, autonomously and cooperatively, in the air-sea heterogeneous platforms.
引用
收藏
页码:2823 / 2832
页数:10
相关论文
共 22 条
  • [1] Cooperative Task Assignment and Track Planning For Multi-UAV Attack Mobile Targets
    Chen Xia
    Liu Yongtai
    Yin Liyuan
    Qi Lijie
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2020, 100 (3-4) : 1383 - 1400
  • [2] Deng K., 2018, COMMAND CONTROL SIMU, V40, P32
  • [3] Herold T.M., 2010, AIAA INF AER C, P1
  • [4] [胡子峰 Hu Zifeng], 2022, [控制理论与应用, Control Theory & Applications], V39, P48
  • [5] A Bid-Based Grouping Method for Communication-Efficient Decentralized Multi-UAV Task Allocation
    Kim, Keum-Seong
    Kim, Ho-Yeon
    Choi, Han-Lim
    [J]. INTERNATIONAL JOURNAL OF AERONAUTICAL AND SPACE SCIENCES, 2020, 21 (01) : 290 - 302
  • [6] Response Threshold Model Based UAV Search Planning and Task Allocation
    Kim, Min-Hyuk
    Baik, Hyeoncheol
    Lee, Seokcheon
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2014, 75 (3-4) : 625 - 640
  • [7] Swarm Robot Task Planning Based on Air and Ground Coordination for Disaster Search and Rescue
    Li M.
    Yang W.
    Yi X.
    Wang Y.
    Wang J.
    [J]. Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2019, 55 (11): : 1 - 9
  • [8] Liang G. Q., 2018, COMPUTER SIMULATION, V35, P22
  • [9] Liao Mo, 2007, Journal of Beijing University of Aeronautics and Astronautics, V33, P81
  • [10] Meng X.Z., 2021, RES MULTIUAVS COOPER