Title :
An Efficient Approach for Target Tracking and Error Minimization by Kalman Filtering Technique
Author :
Qureshi, W.A. ; Khan, R.A.J. ; Ahmed, M. ; Bashir, A.
Author_Institution :
Rachna Coll. of Eng. & Technol., Gujranwala
Abstract :
Target tracking and size estimation have always been an active field of research because of its widely spread applications in navigational, air defense and missile interception systems, etc. In this paper error-minimization and to increase hit probability has been focused keeping in view the limitations imposed by practical constraints. An efficient practical approach has been modeled and tested practically in this research work, which tackles a maneuvering target and its dynamics in real time. The proposed approach develops a dynamic control for target tracking and its operation is based on dynamic switching of dynamic models.
Keywords :
Kalman filters; probability; target tracking; tracking filters; Kalman filtering; dynamic control; error minimization; hit probability; maneuvering target; target tracking; Cameras; Control systems; Educational institutions; Filtering; Kalman filters; Light emitting diodes; Predictive models; Strips; Target tracking; Universal Serial Bus; Dynamic Control; Hit Probability; Kalman Filtering Techniques; Maneuvering Target; Target Tracking;
Conference_Titel :
Electrical Engineering, 2007. ICEE '07. International Conference on
Conference_Location :
Lahore
Print_ISBN :
1-4244-0893-8
Electronic_ISBN :
1-4244-0893-8
DOI :
10.1109/ICEE.2007.4287361