Publikationer
A signal model adapted ESPRIT algorithm for joint estimation of spatial and temporal parameters in vibrational analysis of cylinders
Avdelning/ar:
Publiceringsår: 2002
Språk: Engelska
Sidor: 360-364
Publikation/Tidskrift/Serie: 2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings (Cat. No.02EX593)
Dokumenttyp: Konferensbidrag
Förlag: IEEE
Sammanfattning
This paper deals with the joint estimation of spatial mode shapes and temporal frequencies from transient vibrations measured by a uniform circular array of sensors encircling a cross-section of a cylinder. The geometry allows each 2D mode to be interpreted as two real planar waves impinging from mirrored directions with respect to the broadside of a uniform linear array. Algorithms for joint estimation tend, in the presence of noise, to produce signal roots that express planar waves impinging from only approximately mirrored directions. A recently published 2-D ESPRIT algorithm is modified to take advantage of the geometry, and to force the estimated planar waves to impinge from exactly mirrored directions. This reduces the estimation errors; the main advantage is more easily interpreted results. Memory requirements and complexity are significantly lower for the modified algorithm, since the decomposition of a large data matrix may be broken down into several small ones
Disputation
Nyckelord
- Technology and Engineering
- spatial mode shapes
- cylinders
- vibrational analysis
- temporal parameters
- spatial parameters
- data matrix decomposition
- modified algorithm
- complexity reduction
- memory requirements
- estimation errors
- mirrored directions
- 2D ESPRIT algorithm
- noise
- signal roots
- signal model adapted ESPRIT algorithm
- joint estimation algorithms
- temporal frequencies
- transient vibrations
- uniform circular sensors array
- planar waves
- uniform linear array
Övrigt
2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings
4-6 Aug. 2002
Rosslyn, VA, USA
Published
Yes
- ISBN: 0-7803-7551-3

