Adaptive Visual Servoing for Obstacle Avoidance of Micro Unmanned Aerial Vehicle with Optical Flow and Switched System Model

被引:7
作者
Chiang, Ming-Li [1 ]
Tsai, Shun-Hung [2 ]
Huang, Cheng-Ming [3 ]
Tao, Kuang-Tin [4 ]
机构
[1] Tunghai Univ, Dept Appl Math, Taichung 407224, Taiwan
[2] Natl Sun Yat Sen Univ, Dept Elect Engn, Kaohsiung 804, Taiwan
[3] Natl Taipei Univ Technol, Dept Elect Engn, Taipei 106, Japan
[4] Wistron Corp, R&D Dept 2, Neihu 11469, Taiwan
关键词
visual servoing; MUAV; optical flow; switched systems; PART I;
D O I
10.3390/pr9122126
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A vision-based adaptive switching controller that uses optical flow information to avoid obstacles for micro unmanned aerial vehicles (MUAV) is proposed in this paper. To use the optical flow to indicate the distance between the MUAV and the environment, we propose an algorithm with multi-thread processing such that the optical flow information is obtained reliably and continuously in the entire camera field of view. The flying behavior of considered MUAV is regarded as a switching system when considering different flying modes during the mission of obstacle avoidance. By the required flight direction for obstacle avoidance specified by the detected optical flow, an adaptive control scheme is designed to track the required trajectory in switching modes. The simulation result shows the tracking performances of the adaptive control with the switching system. The experiment of the whole system is completed to verify the obstacle avoidance capability of our system.
引用
收藏
页数:14
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