DocumentCode
1010255
Title
Real-Time Lock-In Amplifier Implementation Using a Kalman Filter for Quasi-Periodic Signal Processing in Fusion Plasma Diagnostics
Author
Coelho, R. ; Alves, D.
Author_Institution
Inst. de Plasmas e Fusao Nucl., Lisbon
Volume
37
Issue
1
fYear
2009
Firstpage
164
Lastpage
170
Abstract
The prospects for the real-time amplitude estimation of selected harmonic components of quasi-periodic signals from a motional Stark effect (MSE) tokamak plasma diagnostic is addressed using Kalman filtering techniques. The proposed method is shown to be more competitive than a standard low-pass filter lock-in amplifier scheme. In particular, when block data processing is limited to a small number of samples signal harmonics are narrowly separated in frequency or in the presence of frequency jitter, the superior competencies of the Kalman filtering method are evidenced.
Keywords
Kalman filters; Stark effect; Tokamak devices; plasma diagnostics; plasma toroidal confinement; Kalman filter; fusion plasma diagnostics; motional Stark effect tokamak plasma diagnostics; quasiperiodic signal processing; real-time amplitude estimation; real-time lock-in amplifier; selected harmonic components; signal harmonics; Diagnostics; estimation; plasma measurements; real-time systems; signal processing;
fLanguage
English
Journal_Title
Plasma Science, IEEE Transactions on
Publisher
ieee
ISSN
0093-3813
Type
jour
DOI
10.1109/TPS.2008.2006976
Filename
4689410
Link To Document