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
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;
Journal_Title :
Plasma Science, IEEE Transactions on
DOI :
10.1109/TPS.2008.2006976