Vision Based Tracking for a Quadrotor Using Vanishing Points

被引:10
作者
Gomez-Balderas, Jose-Ernesto [1 ]
Castillo, Pedro [1 ]
Guerrero, Jose Alfredo [1 ]
Lozano, Rogelio [1 ]
机构
[1] Univ Technol Compiegne, F-60206 Compiegne, France
关键词
Vision based control; Quadrotor; Tracking; Vanishing points; Nonlinear control;
D O I
10.1007/s10846-011-9579-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a vision based line tracking control strategy for mini-rotorcraft is presented. In order to estimate the 3-D position of the mini-rotorcraft over the trajectory a vanishing points technique is used. A dynamic model is derived employing the Newton-Euler approach and a nonlinear controller to stabilize, in closed-loop system, this mathematical model is proposed. To validate the theoretical results, a real-time embedded control system has been developed. The performance of the vision and control algorithms has been tested when the helicopter has tracked a line painted in a wall. The experimental results have shown the good behavior of the control laws.
引用
收藏
页码:361 / 371
页数:11
相关论文
共 18 条
[1]  
[Anonymous], 1999, INTEL CORPORATION MI
[2]   The computation of optical flow [J].
Beauchemin, SS ;
Barron, JL .
ACM COMPUTING SURVEYS, 1995, 27 (03) :433-467
[3]   Vision-based road-following using a small autonomous aircraft [J].
Frew, E ;
McGee, T ;
Kim, Z ;
Xiao, X ;
Jackson, S ;
Morimoto, M ;
Rathinam, S ;
Padial, J ;
Sengupta, R .
2004 IEEE AEROSPACE CONFERENCE PROCEEDINGS, VOLS 1-6, 2004, :3006-3015
[4]  
GOLDSTEIN H, 1980, ADDISON WESLEY SERIE
[5]   Using vanishing points for camera calibration and coarse 3D reconstruction from a single image [J].
Guillou, E ;
Meneveaux, D ;
Maisel, E ;
Bouatouch, K .
VISUAL COMPUTER, 2000, 16 (07) :396-410
[6]   USING PERSPECTIVE TRANSFORMATIONS IN SCENE ANALYSIS [J].
HARALICK, RM .
COMPUTER GRAPHICS AND IMAGE PROCESSING, 1980, 13 (03) :191-221
[7]  
KAMRANI F, 2007, IEEE S DISTR SIM REA
[8]   A contribution to vision-based autonomous helicopter flight in urban environments [J].
Muratet, L ;
Doncieux, S ;
Briere, Y ;
Meyer, JA .
ROBOTICS AND AUTONOMOUS SYSTEMS, 2005, 50 (04) :195-209
[9]  
*RAB SEM, 2007, DYN C US MAN
[10]  
Rathinam S., 2007, P 2007 AM CONTR C NE