Title :
Coordinates Transformation for Target Maneuver Detection
Author :
Karsaz, A. ; Pariz, N. ; Khaloozadeh, H. ; Khorami, A.
Author_Institution :
Ferdowsi Univ., Mashhad
fDate :
May 30 2007-June 1 2007
Abstract :
Ship borne targets normally maneuver on circular paths which have lead to tracking filters on circular turns. In this paper, an innovation technique is presented to transform the tracking-maneuvering target problems from Polar coordinate to Cartesian coordinate, therefore a standard linear Kalman filter can be easily applied to them. Mathematical relation between measurement noise covariance in polar coordinate and the measurement noise covariance in Cartesian coordinate for Kalman implementation is obtained in this approach via a theorem.
Keywords :
Kalman filters; target tracking; Cartesian coordinate; Polar coordinate; coordinates transformation; linear Kalman filter; measurement noise covariance; ship borne targets; target maneuver detection; Bayesian methods; Coordinate measuring machines; Filtering; Noise measurement; Random variables; Recursive estimation; State estimation; Stochastic processes; Target tracking; Uncertainty; Maneuvering targets; Polar to Cartesian transformation; target maneuver detection;
Conference_Titel :
Control and Automation, 2007. ICCA 2007. IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-0818-4
Electronic_ISBN :
978-1-4244-0818-4
DOI :
10.1109/ICCA.2007.4376908