Title
On the Effect of Neglecting Sensor Dynamics in Parameter Identification Problems
Abstract
In this paper, we consider a deterministic parameter identification problem for a nonlinear control system subject to disturbances and with output measured by a sensor with fast dynamics. We study the effect of neglecting sensor dynamics on the set of parameter values that are consistent with the measurements. We show that when neglecting dynamics we must significantly modify the corresponding static model of the sensor in order to obtain a set of parameter values that contains the true value and is consistent with the measurements. We describe a correct model of the static sensor which is in a sense minimal.
Year
DOI
Venue
2000
10.1137/S0363012998348085
SIAM J. Control and Optimization
Keywords
Field
DocType
parameter value,corresponding static model,sensor dynamic,deterministic parameter identification problem,correct model,nonlinear control system subject,fast dynamic,static sensor,parameter identification problems,neglecting sensor dynamics,true value,invariance,nonlinear control
Static model,Mathematical optimization,Invariant (physics),Control theory,Nonlinear control,Mathematics,Parameter identification problem
Journal
Volume
Issue
ISSN
38
4
0363-0129
Citations 
PageRank 
References 
0
0.34
1
Authors
3
Name
Order
Citations
PageRank
Asen L. Dontchev114025.21
Michael P. Polis22612.66
Vladimir M. Veliov316959.75