Title :
Output error bounds for discrete-time models with forced delay under band-limited assumptions: An experimental study
Author :
Relan, Rishi ; Schoukens, Johan
Author_Institution :
Dept. ELEC, Vrije Univ. Brussel, Brussels, Belgium
Abstract :
Discrete-time models are very convenient to simulate a nonlinear system on a computer. In order to build the fast recursive discrete-time simulation models for the nonlinear feedback systems, one step delay can be introduced to avoid solving at each time step a nonlinear algebraic loop. In this paper, a measurement methodology is proposed to quantify the output error of such class of models. An experimental study based on the proposed measurement methodology is performed in order to validate qualitatively the theoretical error bounds for such kind of approximated linear discrete-time models with forced delay under band-limited assumptions.
Keywords :
delay systems; discrete time systems; feedback; linear systems; nonlinear control systems; signal processing; approximated linear discrete-time models; band-limited assumptions; forced delay; measurement methodology; nonlinear feedback systems; output error bounds; recursive discrete-time simulation models; step delay; Bandwidth; Biomedical measurement; Cutoff frequency; Delays; Generators; Measurement uncertainty; Predictive models;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International
Conference_Location :
Pisa
DOI :
10.1109/I2MTC.2015.7151270