Direct Data Driven Control for UAVs Formation Dynamic Network

被引:0
|
作者
Guoning, Yue [1 ]
JIanhong, Wang [2 ]
机构
[1] Henan Univ Engn, Sch Management Sci & Engn, Zhengzhou, Peoples R China
[2] Sch Engn & Sci, Tecnolg Monterrey, Monterrey, Mexico
基金
美国国家科学基金会;
关键词
Data models; Control systems; Computational modeling; Task analysis; Vehicle dynamics; Mathematical models; Decentralized control; UAVs formation; dynamic network; direct data driven control; model reference {performance}; MODEL-PREDICTIVE CONTROL;
D O I
10.1109/ACCESS.2023.3268153
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This new paper applies the novel direct data driven control into UAVs formation dynamic network and designs the distributed controller for each UAV, while guaranteeing the desired flight performance. Firstly, a new control architecture is constructed as an unified framework for UAV task implementation, including the management layer, functional layer and physical layer together. Secondly, we explain one special dynamic network, i.e. network modules, exist in above control architecture, and the process about how to operate these network modules in described in detail. Thirdly, after introducing the idea of distributed control and the dynamic network system, our main contribution concern on how to apply direct data driven control to design these distributed controllers for all UAVs respectively. Furthermore, the detailed derivations and one improvement are combined to complete our own proposed theoretical results. Finally, one simulation example confirms above theories.
引用
收藏
页码:38127 / 38135
页数:9
相关论文
共 50 条
  • [21] Formation control of VTOL-UAVs
    Abdessameud, A.
    Tayebi, A.
    PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 3454 - 3459
  • [22] Cooperative Motion Control of a Formation of UAVs
    Rodrigues, Romulo T.
    Pedro Aguiar, A.
    2015 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS'15), 2015, : 886 - 893
  • [23] A formation keeping feedback control for formation flight of UAVs
    Shao, Zhuang
    Zhu, Xiaoping
    Zhou, Zhou
    Wang, Yanxiong
    Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2015, 33 (01): : 26 - 32
  • [24] Combined MPC and Dynamic Neural Network-Based UAVs Trajectory Tracking Control
    Yang, Lei
    Wu, Ligang
    Lv, Yuanyuan
    Zhang, Zhe
    IEEE ACCESS, 2023, 11 : 145763 - 145771
  • [25] Path driven formation-containment control of multiple UAVs: A path-following framework
    Shao, Xingling
    Liu, Hongcheng
    Zhang, Wendong
    Zhao, Jiang
    Zhang, Qingzhen
    AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 135
  • [26] Data-Driven Dynamic Internal Model Control
    Chi, Ronghu
    Zhang, Huimin
    Li, Huaying
    Huang, Biao
    Hou, Zhongsheng
    IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54 (09) : 5347 - 5359
  • [27] Data-driven dynamic relatively optimal control
    Pellegrino, Felice A.
    Blanchini, Franco
    Fenu, Gianfranco
    Salvato, Erica
    EUROPEAN JOURNAL OF CONTROL, 2023, 74
  • [28] Dynamic modeling and direct power control of wind turbine driven DFIG under unbalanced network voltage conditions
    Hu, Jia-bing
    He, Yi-kang
    Xu, Lie
    JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2008, 9 (12): : 1731 - 1740
  • [29] Dynamic modeling and direct power control of wind turbine driven DFIG under unbalanced network voltage conditions
    Jia-bing Hu
    Yi-kang He
    Lie Xu
    Journal of Zhejiang University-SCIENCE A, 2008, 9 : 1731 - 1740
  • [30] Distributed Data-Driven Control of Network Systems
    Celi, Federico
    Baggio, Giacomo
    Pasqualetti, Fabio
    IEEE OPEN JOURNAL OF CONTROL SYSTEMS, 2023, 2 : 93 - 107