Recursive Predictor-Based Subspace Identification With Application to the Real-Time Closed-Loop Tracking of Flutter

A novel recursive predictor-based subspace identification method is presented to identify linear time-invariant systems with multi inputs and multi outputs. The method is implemented in real-time and is able to operate in open loop or closed loop. The recursive identification is performed via the su...

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Bibliographic Details
Published in:	IEEE transactions on control systems technology Vol. 20; no. 4; pp. 934 - 949
Main Authors:	Houtzager, I., van Wingerden, Jan-Willem, Verhaegen, M.
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.07.2012 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptive filters Adaptive tracking Algorithms Applied sciences closed loop Computer science; control theory; systems Control theory. Systems Dynamical systems Dynamics Estimation Exact sciences and technology flutter detection Fundamental areas of phenomenology (including applications) Least squares approximation Markov processes Mathematical models Modelling and identification Noise Physics Prediction algorithms Real time Real time systems Recursive recursive identification Solid mechanics Structural and continuum mechanics Studies subspace identification Subspaces Vibration Vibration, mechanical wave, dynamic stability (aeroelasticity, vibration control...) MIMO system flutter detection Aeroelastic flutter Subspace method subspace identification recursive identification Adaptive filter Real time Recursive algorithm Computational complexity Modeling Adaptive tracking Closed systems Time varying system Linear time invariant system Least squares method closed loop Open loop Recursive method System identification Aerofoil Aeroelasticity Data structure Recursive estimation
ISSN:	1063-6536, 1558-0865
Online Access:	Get full text
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