INVESTIGATIONS OF DDDAS FOR COMMAND AND CONTROL OF UAV SWARMS WITH AGENT-BASED MODELING

被引:0
|
作者
McCune, Ryan [1 ]
Purta, Rachael [1 ]
Dobski, Mikolaj [1 ]
Jaworski, Artur [1 ]
Madey, Greg [1 ]
Wei, Yi [2 ]
Madey, Alexander [3 ]
Blake, M. Brian [4 ]
机构
[1] Univ Notre Dame, Dept Comp Sci & Engn, Notre Dame, IN 46656 USA
[2] Microsoft Corp, Redmond, WA 98052 USA
[3] Trinity Sch Greenlaws, South Bend, IN 46617 USA
[4] Univ Miami, Coral Gables, FL 33124 USA
基金
美国国家科学基金会;
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The application of Dynamic Data Driven Application Systems (DDDAS) to the command and control of swarms of Unmanned Aerial Vehicles (UAVs) is being investigated. Swarm intelligent systems are not only efficient at solving group-level problems, but also decentralized, controllable by few simple parameters, making possible the command and control of UAV swarms by a single operator. Four separate but related projects are surveyed that explore the command and control of UAV swarms. Each project employs the DDDAS paradigm, entailing the ability of an executing application to incorporate dynamic data into the decision process, and conversely, to steer the measurement process via a central application system. By providing an overview of DDDAS approaches to UAV swarm mission scheduling, UAV swarm communication, UAV swarm formation planning, and flocking applications, general principles of UAV swarms and DDDAS architecture may be observed.
引用
收藏
页码:1467 / +
页数:4
相关论文
共 50 条
  • [21] An Agent-Based Simulation Framework for Equipment Support Command
    Du, Xiaoming
    Pei, Guoxu
    Xue, Zhao
    Zhu, Ning
    PROCEEDINGS OF 2016 9TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2016, : 12 - 16
  • [22] Methodological Investigations in Agent-Based Modelling
    Giardini, Francesca
    JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2019, 22 (01):
  • [23] Agent-Based Modeling in Criminology
    Birks, Daniel
    Groff, Elizabeth R.
    Malleson, Nick
    ANNUAL REVIEW OF CRIMINOLOGY, 2025, 8 : 75 - 95
  • [24] The future of agent-based modeling
    Richiardi M.G.
    Eastern Economic Journal, 2017, 43 (2) : 271 - 287
  • [25] AGENT-BASED MODELING AND SIMULATION
    Macal, Charles M.
    North, Michael J.
    PROCEEDINGS OF THE 2009 WINTER SIMULATION CONFERENCE (WSC 2009 ), VOL 1-4, 2009, : 86 - +
  • [26] Workshop on agent-based modeling
    Terano, Takao
    New Frontiers in Artificial Intelligence, 2007, 3609 : 79 - 79
  • [27] Agent-Based Modeling and Simulation
    Klugl, Franziska
    Bazzan, Ana L. C.
    AI MAGAZINE, 2012, 33 (03) : 29 - 40
  • [28] KAIZEN for agent-based Modeling
    Terano, Takao
    ADVANCING SOCIAL SIMULATION: THE FIRST WORLD CONGRESS, 2007, : 1 - +
  • [29] Agent-based modeling: A revolution?
    Bankes, SC
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 : 7199 - 7200
  • [30] Agent-based modeling for holonic manufacturing systems with fuzzy control
    Flake, S
    Geiger, C
    Lehrenfeld, G
    Mueller, W
    Paelke, V
    18TH INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1999, : 273 - 277