Title :
A necessary and sufficient condition for the stability of an α-β-γ filter
Author :
Kosuge, Yoshio ; Ito, Masayoshi
Author_Institution :
Inf. Technol. R&D Center, Mitsubishi Electr. Corp., Kanagawa, Japan
Abstract :
We present a necessary and sufficient condition for the stability of an α-β-γ filter that can be used even when the values of filter gains α, β and γ are larger than 1. We also present the optimal choice of the α, β, γ combination of an α-β-γ filter. For choice, we use the steady state errors of the predicted position of the α-β-γ filter. More exactly, we use the steady state variance for a constant velocity target under the condition that the steady state errors for a constant jerk (derivative of the acceleration) target are the same
Keywords :
Kalman filters; stability; state estimation; tracking filters; α-β-γ filter; Kalman filters; constant velocity target; filter gains; necessary and sufficient condition; stability; state estimation; steady state errors; steady state variance; tracking filter; Acceleration; Equations; Information filtering; Information filters; Radar tracking; Stability; State estimation; Steady-state; Sufficient conditions; Target tracking;
Conference_Titel :
SICE 2001. Proceedings of the 40th SICE Annual Conference. International Session Papers
Conference_Location :
Nagoya
Print_ISBN :
0-7803-7306-5
DOI :
10.1109/SICE.2001.977805