Title :
Tracking ground targets using an autonomous helicopter with a vision system
Author :
Deng, Haibo ; Zhao, Xiaoguang ; Hou, Zengguang
Author_Institution :
Key Lab. of Complex Syst. & Intell. Sci., Chinese Acad. of Sci., Beijing, China
Abstract :
An autonomous helicopter with a vision system onboard to track ground targets can accomplish very important tasks like inspection and surveillance. The autonomous helicopter target tracking system is a interdisciplinary complex system. A typical autonomous helicopter target tracking system using vision sensors usually includes five major component: a navigation system, a flight controller, a active vision system, a target state estimator and a helicopter guidance law. In this paper, we focus on target state estimator and helicopter guidance law. It is assumed that the target moves on a flat ground, so the relative position between the target and the helicopter can be measured by a monocular vision system. Kalman filter is used to estimate the state of the target based on the vision measurements. A new guidance law inspired by velocity pursuit guidance and car-following control is proposed to guide the helicopter to follow the moving target. The tracking system is tested in a virtual reality environment and the results shows that the performance of the system is satisfied.
Keywords :
Kalman filters; aircraft control; helicopters; inspection; mobile robots; robot vision; target tracking; video surveillance; virtual reality; Kalman filter; autonomous helicopter; car-following control; ground target tracking; helicopter guidance law; inspection task; monocular vision system; surveillance task; target state estimator; velocity pursuit guidance; virtual reality environment; vision measurement; vision sensor; Aircraft navigation; Estimation; Helicopters; Machine vision; Pixel; Target tracking; Autonomous Helicopter; Ground Target Tracking; Visual Tracking;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5647759