Agent-based Simulation for UAV Swarm Mission Planning and Execution

被引:0
|
作者
Wei, Yi [1 ]
Madey, Gregory R.
Blake, M. Brian [2 ]
机构
[1] Univ Notre Dame, Dept Comp Sci & Engn, Notre Dame, IN 46556 USA
[2] Univ Miami, Dept Comp Sci, Coral Gables, FL 33124 USA
关键词
Agent-based Simulation; UAV Swarm; Mission Planning;
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
Swarms of Unmanned Aerial Vehicles (UAV) have been foreseen by multiple organizations to serve an important role in future air-based warfare and civilian operations. UAVs are less expensive than their piloted counterparts, provide greater flexibilities and remove the need for on-board pilot support. Efficient control of swarms opens a set of new challenges, such as automatic UAV coordination, efficient swarm monitoring and dynamic mission planning. In this paper, we investigate the problem of dynamic mission planning for a UAV swarm. An agent-based control framework is proposed, which employs a control agent for task assignment and multiple UAV agents for local task scheduling. A prototype simulation framework is implemented as a proof-of-concept. Experimentation with the framework suggests the effectiveness of swarm control using several mission planning mechanisms.
引用
收藏
页码:7 / 14
页数:8
相关论文
共 50 条
  • [1] Agent-Based Design for UAV Mission Planning
    Pascarella, Domenico
    Venticinque, Salvatore
    Aversa, Rocco
    [J]. 2013 EIGHTH INTERNATIONAL CONFERENCE ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING (3PGCIC 2013), 2013, : 76 - 83
  • [2] Agent-based mission management for a UAV
    Karim, S
    Heinze, C
    Dunn, S
    [J]. PROCEEDINGS OF THE 2004 INTELLIGENT SENSORS, SENSOR NETWORKS & INFORMATION PROCESSING CONFERENCE, 2004, : 481 - 486
  • [3] Multi-UAV Mission Efficiency: First Results in an Agent-Based Simulation
    Seethaler, Julian
    Strohal, Michael
    Stutz, Peter
    [J]. MODELLING AND SIMULATION FOR AUTONOMOUS SYSTEMS (MESAS 2020), 2021, 12619 : 169 - 188
  • [4] An Application on the Mission Planning of UAV Swarm
    Gumusboga, Ilkay
    [J]. 2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [5] Homogeneous design and execution framework for agent-based simulation
    Définition d'un cadre de conception et d'exécution pour la simulation multi-agent
    [J]. Badeig, F. (prenom.nom@dauphine.fr), 1600, Lavoisier (26):
  • [6] A Research Framework on Mission Planning of the UAV Swarm
    Zhou, Xin
    Wang, Weiping
    Wang, Tao
    Li, Xiaobo
    Li, Zhifei
    [J]. 2017 12TH SYSTEM OF SYSTEMS ENGINEERING CONFERENCE (SOSE), 2017,
  • [7] An Operation-time Simulation Framework for UAV Swarm Configuration and Mission Planning
    Wei, Yi
    Blake, M. Brian
    Madey, Gregory R.
    [J]. 2013 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, 2013, 18 : 1949 - 1958
  • [8] A Planning Method for Operational Test of UAV Swarm Based on Mission Reliability
    Wang, Jingyu
    Jiang, Ping
    Qi, Jianjun
    [J]. CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2024, 140 (02): : 1889 - 1918
  • [9] A Swarm Simulation Platform for Agent-Based Social Simulations
    Cajias, Raul
    Gonzalez-Pardo, Antonio
    Camacho, David
    [J]. INTELLIGENT DISTRIBUTED COMPUTING V, 2011, 382 : 265 - 270
  • [10] Swarm/Evolutionary Intelligence for Agent-Based Social Simulation
    Janecek, Andreas
    Jordan, Tobias
    de Lima-Neto, Fernando Buarque
    [J]. 2014 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2014, : 2925 - 2932