Title :
Vision-based formation for UAVs
Author :
Feng Lin ; Kemao Peng ; Xiangxu Dong ; Shiyu Zhao ; Chen, Ben M.
Author_Institution :
Temasek Labs., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
In this paper, we present a vision-based relative sensing system for UAVs to realize leader-follower formation flight without inter-vehicle communication. A monocular camera is mounted on the follower to detected the leader and measure the relative distance by using the geometry information of the leader without artificial markers. The measured relative distance is utilized to estimate the velocity and acceleration of the leader under the quasi-steady states assumption. Experimental results show that the proposed sensing system is capable of achieving the vision-based leader-follower formation flight.
Keywords :
acceleration measurement; autonomous aerial vehicles; distance measurement; position control; robot vision; velocity measurement; UAVs; acceleration estimation; leader detection; leader-follower formation flight; monocular camera; quasisteady states assumption; relative distance measurement; velocity estimation; vision-based formation; vision-based relative sensing system; Acceleration; Azimuth; Cameras; Geometry; Kalman filters; Target tracking;
Conference_Titel :
Control & Automation (ICCA), 11th IEEE International Conference on
Conference_Location :
Taichung
DOI :
10.1109/ICCA.2014.6871124