Maneuvering target tracking with an adaptive Kalman filter

M Efe, DP Atherton - Proceedings of the 37th IEEE Conference …, 1998 - ieeexplore.ieee.org
This paper presents a simple yet efficient adaptive Kalman filter for tracking targets expected
to perform varying turn maneuvers. The process noise covariance level of a second order …

An adaptive Kalman filter with sequential rescaling of process noise

M Efe, JA Bather, DP Atherton - Proceedings of the 1999 …, 1999 - ieeexplore.ieee.org
An approach to adaptive Kalman filtering is presented. The filter utilizes a scale factor, which
represents the target unpredictability at any time, as estimated from the available data. The …

A new maneuvering target tracking algorithm with input estimation

K Zhou, X Wang, M Tomizuka… - Proceedings of the …, 2002 - ieeexplore.ieee.org
A new tracking algorithm is proposed. It treats the target acceleration as a nonrandom term,
and consists of a constant velocity filter an input estimator and a maneuver detector …

Adaptive Kalman filters for manoeuvring target tracking

M Efe, DP Atherton, JA Bather - 1998 - IET
Two different adaptive Kalman filter designs, for tracking targets expected to perform varying
turn manoeuvres, are presented. In the first one, the process noise covariance level of a …

A Kalman filter based tracking scheme with input estimation

YT Chan, AGC Hu, JB Plant - IEEE transactions on Aerospace …, 1979 - ieeexplore.ieee.org
Beginning with the derivation of a least squares estimator that yields an estimate of the
acceleration input vector, this paper first develops a detector for sensing target maneuvers …

Comments on" Tracking a maneuvering target using input estimation

M Farooq, S Bruder - IEEE transactions on aerospace and …, 1989 - ieeexplore.ieee.org
A best linear unbiased estimate (BLUE) of the input process which characterizes a pilot-
induced maneuver is developed for the case of the one-dimensional Kalman filter. This …

Incremental maneuver estimation model for target tracking

WT Chang, SA Lin - IEEE transactions on aerospace and …, 1992 - ir.lib.nycu.edu.tw
Target maneuver has long been a problem of tracking small targets with the Kalman filter.
We describe an incremental model for maneuver detection and estimation for use in target …

A constant gain Kalman filter approach to track maneuvering targets

A Yadav, P Awasthi, N Naik… - 2013 IEEE …, 2013 - ieeexplore.ieee.org
Tracking of maneuvering targets is an important area of research with applications in both
the military and civilian domains. One of the most fundamental and widely used approaches …

Tracking a maneuvering target using input estimation

PL Bogler - IEEE transactions on Aerospace and Electronic …, 1987 - ieeexplore.ieee.org
The conventional Kalman tracking filter incurs mean tracking errors in the presence of a pilot-
induced target maneuver. Chan, Hu, and Plant proposed a solution to this problem which …

Comments on" Tracking a maneuvering target using input estimation

M Hou - IEEE transactions on aerospace and electronic …, 1989 - ieeexplore.ieee.org
PL Boglar (see ibid., vol. AES-23, no. 3, p. 298-310, May 1987) developed a recursive
formulation of the Chan, Hu, and Plant (CHP) algorithm, and the results of the simulation …