Development and implementation of new control law for vision based target tracking system onboard small Unmanned Aerial Vehicles

Download
Author
Tay, Boon Chong.
Date
2006-12Advisor
Kaminer, Isaac I.
Dobrokhodov, Vladimir N.
Metadata
Show full item recordAbstract
A new control law is being developed and implemented for the Vision Based Target Tracking (VBTT) system onboard a small unmanned aerial vehicle (SUAV). The new control law allows for coordinated SUAV guidance and vision-based target tracking of stationary and moving targets in the presence of atmospheric disturbances and measurements noise. The new control law is tested for its performance and stability in both the theoretical 6DOF simulation and the Hardware-in-the-Loop (HIL) simulation. Principal results show that realistic measures of performance of the control law are continuous and exhibit predictable degradation of performance with increase of target speed. The results are encouraging and comparable among theoretical predictions, actual hardware simulation results, and initial flight testing. The control law development, implementation, and trial processes and procedures are also examined and categorically documented in this thesis as future reference on the subject development, as well as for better knowledge retention, continuation and proliferation of the VBTT system.
Collections
Related items
Showing items related by title, author, creator and subject.
-
Force protection via UGV-UVA collaboration development of control law for vision based target tracking on SUAV
Lee, Shay Liang. (Monterey California. Naval Postgraduate School, 2007-12);The Naval Postgraduate School UAV Laboratory developed a Small Unmanned Aerial Vehicle (SUAV) equipped with a Vision Based Target Tracking (VBTT) system as part of its Tactical Network Topology field experimentation ... -
Hardware in the loop implementation of adaptive vision based guidance law for ground target tracking
Soh, Mun Lok Bernard. (Monterey, California. Naval Postgraduate School, 2008-12);An adaptive guidance law of a Vision Based Target Tracking (VBTT) system was previously developed and implemented onboard a Small Unmanned Aerial Vehicle (SUAV) in order to track a ground target moving with a constant ... -
Adaptive Vision-Based Guidance Law with Guaranteed Performance Bounds for Tracking a Ground Target with Time-Varying Velocity
Ma, Lili; Cao, Chengyu; Hovakimyan, Naira; Dobrokhodov, Vladimir; Kaminer, Isaac (2008-08);This work extends the earlier results of authors on vision-based tracking of a ground vehicle moving with unknown time-varying velocity. The follower UAV is equipped with a single camera. The control objective is to ...