Title :
Bounding the parameters of linear systems with input backlash
Author :
Cerone, V. ; Regruto, D.
Author_Institution :
Dipt. di Automatica e Informatica, Politecnico di Torino, Italy
Abstract :
In this paper we present a two-stage procedure for deriving parameters bounds of linear systems with input backlash when the output measurement errors are bounded. First, using steady-state input-output data, parameters of the nonlinear dynamic block are tightly bounded. Then, given a suitable PRBS input sequence we evaluate tight bounds on the immeasurable inner signal which, together with noisy output measurements are employed for bounding the parameters of the linear dynamic system.
Keywords :
control system synthesis; linear systems; nonlinear dynamical systems; optimal control; parameter estimation; PRBS input sequence; input backlash; linear dynamic system; parameter bounding; Actuators; Control systems; Linear programming; Linear systems; Measurement errors; Mechanical sensors; Nonlinear dynamical systems; Sensor phenomena and characterization; Sensor systems; Steady-state;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470701