DocumentCode :
7339
Title :
Three-dimensional position and velocity regulation of a quad-rotorcraft using optical flow
Author :
Garcia Carrillo, Luis Rodolfo ; Fantoni, Isabelle ; Rondon, Eduardo ; Dzul, Alejandro
Author_Institution :
Texas A&M Univ. - Corpus Christi, Corpus Christi, TX, USA
Volume :
51
Issue :
1
fYear :
2015
fDate :
Jan-15
Firstpage :
358
Lastpage :
371
Abstract :
We address the problem of hover flight and translational velocity regulation of a quad-rotorcraft unmanned aerial vehicle (UAV) with the main objective of allowing the vehicle to navigate autonomously. This paper complements and improves previous researches considering multiple-camera systems and nonconventional sensors, which deal only with stabilizing the aerial vehicle in hover or in take-off and landing tasks. A vision system has been implemented to estimate the vehicle´s altitude, lateral position, and forward velocity during flights. It is shown that, using visual information, it is possible to develop control strategies for different kinds of flying modes, such as hover flight and forward flight at constant velocity. The stability of the closed-loop system is ensured by implementing a hierarchical control strategy. In the first stage, the performance of the proposed methodologies was validated under a simulation environment, showing satisfactory and promising results. Next, real-time experimental applications, consisting of autonomous hover and forward flight at constant velocity, were successfully achieved, validating the effectiveness of the proposed imaging algorithm and vision-based controller.
Keywords :
aerospace computing; aerospace simulation; autonomous aerial vehicles; cameras; closed loop systems; control engineering computing; hierarchical systems; image sequences; path planning; robot vision; sensors; stability; UAV; aerial vehicle stabilization; autonomous navigation; closed-loop system stability; flying modes; forward velocity; hierarchical control strategy; hover flight; imaging algorithm; landing task; lateral position; multiple-camera systems; nonconventional sensors; optical flow; quad-rotorcraft unmanned aerial vehicle; simulation environment; take-off task; three-dimensional position; translational velocity regulation; vehicle altitude estimation; velocity regulation; vision-based controller; visual information; Cameras; Helicopters; Optical imaging; Optical sensors; Roads; Vehicles;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/TAES.2014.130607
Filename :
7073497
Link To Document :
بازگشت