Stochastic H∞ Robust Decentralized Tracking Control of Large-Scale Team Formation UAV Network System With Time-Varying Delay and Packet Dropout Under Interconnected Couplings and Wiener Fluctuations

被引:13
作者
Lee, Min-Yen [1 ]
Chen, Bor-Sen [1 ,2 ]
Tsai, Cheng-Yu [1 ]
Hwang, Chih-Lyang [3 ]
机构
[1] Natl Tsing Hua Univ, Dept Elect Engn, Hsinchu 30013, Taiwan
[2] Yuan Ze Univ, Dept Elect Engn, Chungli 32003, Taiwan
[3] Natl Taiwan Univ Sci & Technol, Dept Elect Engn, Taipei 10607, Taiwan
关键词
Unmanned aerial vehicle (UAV) networked control system (NCS); event-triggered control; stochastic control; virtual structure formation control; decentralized stochastic robust H-infinity fuzzy tracking control; COLLISION-AVOIDANCE; ATTITUDE-CONTROL; CONTROL DESIGN; CONSENSUS; VEHICLES;
D O I
10.1109/ACCESS.2021.3065127
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, a robust decentralized tracking control scheme for a large-scale unmanned aerial vehicle (UAV) formation team networked control system (NCS) is proposed to overcome a non-scalable or even infeasible design problem due to high computational complexity by the centralized control. At the outset, wind external disturbance, intrinsic fluctuation, coupling from other UAV subsystems, time-varying network-induced delay and packet dropout are taken into account in the design procedure of large-scale team formation UAV network system. Moreover, an event-triggered mechanism is embedded in NCS to reduce the number of transmitted control signals to save the network traffic especially for a large-scale team formation network of UAVs. To effectively reduce the above uncertainties, a robust H-infinity decentralized tracking controller is proposed for the large-scale UAV team formation NCS which is constructed by virtual leader-follower tracking network of UAV subsystems. By the Takagi-Sugeno (T-S) fuzzy interpolation method, the H-infinity robust virtual leader-follower decentralized tracking control design problem of the large-scale UAV team formation NCS is transformed to an independent Hamilton-Jacobin inequality (HJI)-constrained optimization problem for each UAV, which is effectively solved by a linear matrix inequality (LMI)-constrained optimization problem. Finally, a large-scale UAV team formation example of 25 UAVs is proposed to validate the effectiveness of the proposed robust decentralized tracking controller of large-scale UAV team formation NCS.
引用
收藏
页码:41976 / 41997
页数:22
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