Title :
Passivity Enforcement of Transfer Functions
Author :
Haene, Tom D. ; Pintelon, Rik
Author_Institution :
Dept. of Electr. (ELEC), Vrije Univ. Brussel, Brussels
Abstract :
Passivity of an identified model is crucial in simulation and prediction applications. This paper proposes a two-step procedure that generates guaranteed passive transfer function models from noisy data. It consists of an unconstrained optimal noise removal step, followed by passivity enforcement of the unconstrained model.
Keywords :
iterative methods; modelling; transfer functions; prediction; simulation; transfer function passivity enforcement; unconstrained model; unconstrained optimal noise removal; passive models; Constrained optimization; passive models; passivity; positive real functions; system identification;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2008.920036
