DocumentCode :
3473002
Title :
Ground Moving Target Tracking Control System Design for UAV Surveillance
Author :
Li, Zhongjian ; Ding, Jiarui
Author_Institution :
Northwestern Polytech. Univ., Xian
fYear :
2007
fDate :
18-21 Aug. 2007
Firstpage :
1458
Lastpage :
1463
Abstract :
Ground target detection, recognition and tracking play critical roles in aerial video surveillance applications. A ground moving target detection and tracking system based on active vision is studied firstly. After compensating the global motion, the independent moving targets are detected by the salience of residual images. Then object trackers are initialized to track these detected moving targets, at the same time, by controlling the payload equipment to achieve the given surveillance tasks. The influence of the movement of UAV to swivel table is studied and the apparent motion function is developed. In order to achieve good tracking performance, a mixed H2/H-infinite robust flight controller is designed for the UAV and a controller containing the disturbance observer (DOB) is designed for payload platform. This video servo control system successfully compensates the influence of UAV movement to swivel table control. Real-time simulation results show the effectiveness of the designed system.
Keywords :
Hinfin control; active vision; aerospace control; control system synthesis; robust control; target tracking; telerobotics; video surveillance; H2/H-infinite robust flight controller; UAV surveillance; active vision; control system design; disturbance observer; ground moving target tracking; motion function; payload equipment; residual images; swivel table control; video servo control system; Control systems; Hydrogen; Motion detection; Object detection; Payloads; Robust control; Target recognition; Target tracking; Unmanned aerial vehicles; Video surveillance; active vision; apparent motion; moving target tracking; robust control; unmanned aerial vehicle (UAV);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-1531-1
Type :
conf
DOI :
10.1109/ICAL.2007.4338800
Filename :
4338800
Link To Document :
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