Swarming UAVs mission design strategy

被引:0
|
作者
Lin, Kuo-Chi [1 ]
机构
[1] Univ Cent Florida, Inst Simulat & Training, Orlando, FL 32826 USA
关键词
swarming; UAV; genetic algorithm;
D O I
10.1117/12.724854
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
This paper uses a behavioral hierarchy approach to reduce the mission solution space and make the mission design easier. A UAV behavioral hierarchy is suggested, which is derived from three levels of behaviors: basic, individual and group. The individual UAV behavior is a combination of basic, lower level swarming behaviors with priorities. Mission design can be simplified by picking the right combination of individual swarming behaviors, which will emerge the needed group behaviors. Genetic Algorithm is used in both lower-level basic behavior design and mission design.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] Trajectory design and maneuver strategy for the MESSENGER mission to Mercury
    McAdams, James V.
    Dunham, David W.
    Farquhar, Robert W.
    Taylor, Anthony H.
    Williams, B. G.
    JOURNAL OF SPACECRAFT AND ROCKETS, 2006, 43 (05) : 1054 - 1064
  • [22] Generalization strategy design of UAVs pursuit evasion game based on DDPG
    Fu X.
    Xu Z.
    Wang H.
    Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2022, 40 (01): : 47 - 55
  • [23] L5 MISSION DESIGN TARGETING STRATEGY
    Llanos, Pedro J.
    Miller, James K.
    Hintz, Gerald R.
    SPACEFLIGHT MECHANICS 2013, PTS I-IV, 2013, 148 : 377 - 396
  • [24] Quadrotors UAVs Swarming Control Under Leader-Followers Formation
    Choutri, K.
    Lagha, M.
    Dala, L.
    Lipatov, M.
    2018 22ND INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2018, : 794 - 799
  • [25] Biologically inspired trajectory generation for swarming UAVs using topological distances
    Garcia, Gonzalo A.
    Keshmiri, Shawn S.
    AEROSPACE SCIENCE AND TECHNOLOGY, 2016, 54 : 312 - 319
  • [26] A Mission Planning Framework for Fleets of Connected UAVs
    Margarida Silva
    André Reis
    Susana Sargento
    Journal of Intelligent & Robotic Systems, 2023, 108
  • [27] A Systematic Approach to Mission and Scenario Planning for UAVs
    Shadab, Niloofar
    Xu, Huan
    2016 ANNUAL IEEE SYSTEMS CONFERENCE (SYSCON), 2016, : 979 - 985
  • [28] Mission Planning for Heterogeneous Tasks with Heterogeneous UAVs
    Wang, J. J.
    Zhang, Y. F.
    Geng, L.
    Fuh, J. Y. H.
    Teo, S. H.
    2014 13TH INTERNATIONAL CONFERENCE ON CONTROL AUTOMATION ROBOTICS & VISION (ICARCV), 2014, : 1484 - 1489
  • [29] A Mission Planning Framework for Fleets of Connected UAVs
    Silva, Margarida
    Reis, Andre
    Sargento, Susana
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2023, 108 (01)
  • [30] Extending QGroundControl for Automated Mission Planning of UAVs
    Ramirez-Atencia, Cristian
    Camacho, David
    SENSORS, 2018, 18 (07)