DocumentCode :
677889
Title :
Adaptive Visual Servoing of Micro Aerial Vehicle with Switched System Model for Obstacle Avoidance
Author :
Cheng-Ming Huang ; Ming-Li Chiang ; Li-Chen Fu
Author_Institution :
Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fYear :
2013
fDate :
13-16 Oct. 2013
Firstpage :
1450
Lastpage :
1455
Abstract :
In this paper, a vision based adaptive controller is proposed for the obstacle avoidance of a micro aerial vehicle (MAV) by using the optical flow information. In order to employ the optical flow for indicating the distance between the MAV and surrounding, the multi-thread processing algorithm is proposed to reliably obtain the optical flow information uniformly diffused in the whole image frame. The MAV system is treated as a switched system while manipulating the different modes during the obstacle avoidance task. Based on the desired flying direction of obstacle avoidance obtained by the optical flow estimation, we design an adaptive controller such that the desired trajectory can be tracked under different switching modes. The simulations present the tracking response of the adaptive controller of a switched system, and the experiments of the overall system validate the collision-avoidance performance of the MAV.
Keywords :
adaptive control; autonomous aerial vehicles; collision avoidance; control system synthesis; microrobots; time-varying systems; visual servoing; MAV system; adaptive visual servoing; collision-avoidance; desired flying direction; micro aerial vehicle; multithread processing algorithm; obstacle avoidance; optical flow information; switched system model; vision based adaptive controller; Cameras; Computer vision; Image motion analysis; Optical imaging; Optical sensors; Optical switches; MAV; Visual servoing; optical flow; switched systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
Type :
conf
DOI :
10.1109/SMC.2013.250
Filename :
6722003
Link To Document :
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