Title :
An ARMA model based scheme for maneuvering target tracking
Author :
Liu, Wei ; Farooq, M.
Author_Institution :
Dept. of Electr. & Comput. Eng., R. Mil. Coll. of Canada, Kingston, Ont., Canada
Abstract :
An ARMA model based scheme is proposed for tracking maneuvering targets in the Cartesian coordinate system. The parameters of the proposed ARMA type filter are estimated from the target position measurements in the sense of least-squared error and the performance of the the filter is accessed through simulation studies
Keywords :
autoregressive moving average processes; least squares approximations; radar tracking; target tracking; ARMA model based scheme; ARMA type filter; Cartesian coordinate system; least-squared error; maneuvering target tracking; simulation studies; target position measurements; Acceleration; Covariance matrix; Differential equations; Filters; Kalman filters; Motion measurement; Nonlinear dynamical systems; Position measurement; Radar tracking; State-space methods; Target tracking;
Conference_Titel :
Circuits and Systems, 1994., Proceedings of the 37th Midwest Symposium on
Conference_Location :
Lafayette, LA
Print_ISBN :
0-7803-2428-5
DOI :
10.1109/MWSCAS.1994.519071
