Title :
Blind subspace-based eigenstructure identification under nonstationary excitation using moving sensors
Author :
Mevel, Laurent ; Benveniste, Albert ; Basseville, Michèle ; Goursat, Maurice
Author_Institution :
Campus de Beaulieu, IRISA, Rennes, France
fDate :
1/1/2002 12:00:00 AM
Abstract :
Subspace identification algorithms have proven efficient for performing output-only identification of the eigenstructure of a linear multi-input multi-output (MIMO) system subject to uncontrolled, unmeasured, and nonstationary excitation. Such a problem arises in mechanical engineering for modal analysis of vibrating structures. A common practice there is to collect data from varying sensor locations, using both fixed and moving sensors, in order to mimic the availability of a larger set of sensors. The purpose of this paper is to investigate how subspace-based identification can be adapted to handle such a situation, to prove its consistency under nonstationary excitation, and to report on a real application example
Keywords :
MIMO systems; array signal processing; eigenvalues and eigenfunctions; identification; mechanical engineering; modal analysis; vibration measurement; MIMO system; blind subspace-based eigenstructure identification; fixed sensors; linear multi-input multi-output system; mechanical engineering; modal analysis; moving sensors; nonstationary excitation; output-only identification; sensor locations; subspace identification algorithms; uncontrolled excitation; unmeasured excitation; vibrating structures; Algorithm design and analysis; MIMO; Mechanical engineering; Mechanical sensors; Merging; Modal analysis; Sensor systems; State-space methods; Strain measurement; Vibration measurement;
Journal_Title :
Signal Processing, IEEE Transactions on