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Applied Computational Intelligence and Soft Computing
Volume 2012 (2012), Article ID 670485, 8 pages
http://dx.doi.org/10.1155/2012/670485
Research Article

Asymmetrical Gating with Application on Maneuvering Target Tracking

Faculty of Electrical Engineering, Sarab Islamic Azad University, Sarab 54716-376, Iran

Received 22 November 2011; Revised 6 January 2012; Accepted 26 January 2012

Academic Editor: Anyong Qing

Copyright © 2012 Farzad Hashemzadeh. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

A new asymmetrical gate with application in target tracking is proposed. Proposed gate has asymmetric shape that has large probability of target detection in the gate and has more advantages compared with elliptical gate. The gate is defined as the region in which the tracked target is expected to exist and just observation vectors in the gate are used as target detection. An analytical method to compute optimal size of gate is proposed and recursive estimation of asymmetric parameters of gate are studied. Comparison between proposed gate and conventional elliptical gate showed the efficiency of the proposed method in maneuvering target tracking applications and simulation results showed the proficiency of the proposed method.