An adaptive algorithm for real-time multi-tone estimation and frequency tracking of non-stationary signals

IEEE Transactions on Nuclear Science

Volumn 58, Issue 4 PART 1, 2011, Pages 1582-1587

  Alves, D ^a   Coelho, R ^a  

^a INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

Adaptive signal processing; diagnostics; prediction methods; real time systems

Indexed keywords

ADAPTIVE SIGNAL PROCESSING; AMPLITUDE RATIOS; CHARACTERISTIC SIGNAL; ENGINEERING DOMAINS; ESTIMATION PERFORMANCE; FREQUENCY TRACKING; GAIN ADAPTATION; HARMONIC ESTIMATION; INSTANTANEOUS AMPLITUDE; INSTANTANEOUS FREQUENCY; MULTICOMPONENTS; MULTITONE; NOISY SIGNALS; NONSTATIONARY SIGNALS; OPERATIONAL LIMITS; PERFORMANCE ISSUES; PREDICTION METHODS; REAL TIME ALGORITHMS; SIGNAL COMPONENTS; THREE ORDERS OF MAGNITUDE;

ADAPTIVE ALGORITHMS; DATA HANDLING; ESTIMATION; MAGNETOPLASMA; PLASMA DIAGNOSTICS; REAL TIME SYSTEMS; SIGNAL PROCESSING;

FREQUENCY ESTIMATION;

EID: 84860423703     PISSN: 00189499     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNS.2011.2157701     Document Type: Conference Paper

References (24)

1. P. Dash, D. Swain, A. Routray, and A. Liew, "Harmonic estimation in a power system using adaptive perceptrons," IEE Proc.-Generation, Transmission, Distribution vol. 143, no. 6, pp. 565-574, 1996 [Online]. Available: http://link.aip.org/link/?IGT/143/565/1
2. P. Dash, D. Swain, A. Liew, and S. Rahman, "An adaptive linear combiner for on-line tracking of power system harmonics," IEEE Trans. Power Syst., vol. 11, no. 4, pp. 1730-1735, Nov. 1996.
3. J. Chicharo and H. Wang, "Power system harmonic signal estimation and retrieval for active power filter applications," IEEE Trans. Power Electron., vol. 9, no. 6, pp. 580-586, Nov. 1994.
4. S. Liu, "An adaptive kalman filter for dynamic estimation of harmonic signals," in Proc. 8th Int. Conf. Harmonics Qual. of Power, vol. 2, pp. 636-640, 1998.
5. J. Macias and A. Exposito, "Self-tuning of kalman filters for harmonic computation," IEEE Trans. Power Del., vol. 21, no. 1, pp. 501-503, Jan. 2006.
6. V. Saiz and J. Guadalupe, "Application of kalman filtering for continuous real-time tracking of power system harmonics," IEE Proc. Generation, Transmission, Distribution, , vol. 144, no. 1, pp. 13-20, Jan. 1997.
7. H. Ma and A. Girgis, "Identification and tracking of harmonic sources in a power system using a Kalman filter," IEEE Trans. Power Del., vol. 11, no. 3, pp. 1659-1665, Jul. 1996.
8. T. Hilands and S. Thomopoulos, "Nonlinear filtering methods for harmonic retrieval and model order selection in Gaussian and non-Gaussian noise," IEEE Trans. Signal Process., vol. 45, no. 4, pp. 982-995, Apr. 1997.
9. A. Girgis, W. Chang, and E. Makram, "A digital recursive measurement scheme for online tracking of power system harmonics," IEEE Trans. Power Del., vol. 6, no. 3, pp. 1153-1160, Jul. 1991.
10. H. Beides and G. Heydt, "Dynamic state estimation of power system harmonics using Kalman filter methodology," IEEE Trans. Power Del., vol. 6, no. 4, pp. 1663-1670, Oct. 1991.
11. R. R. Bitmead, A. C. Tsoi, and P. J. Parker, "A Kalman filtering approach to short-time Fourier analysis," IEEE Trans. Audio, Speech, Signal Process., vol. ASSP-34, no. 6, pp. 1493-1501, 1986.
12. R. Coelho and D. Alves, "Real-time estimation of the poloidal wavenumber of isttok tokamak magnetic fluctuations," Rev. Sci. Instrum. vol. 79, Jan. 2008 [Online]. Available: http://link.aip.org/ link/?RSINAK/79/10F121/1
13. D. Alves, R. Coelho, A. Klein, T. Panis, and A. Murari, "A real-time synchronous detector for the tae antenna diagnostic at jet," IEEE Trans. Nucl. Sci., vol. 57, no. 2, pp. 577-582, Apr. 2010.
14. R. Coelho and D. Alves, "Real-time lock-in amplifier implementation using a Kalman filter for quasi-periodic signal processing in fusion plasma diagnostics," IEEE Trans. Plasma Sci. , vol. 37, no. 1, pp. 164-170, Jan. 2009.
15. R. Coelho, D. Alves, N. Hawkes, M. Brix, and J. E. Contributors, "Real-time data processing and magnetic field pitch angle estimation of the jet motional stark effect diagnostic based on kalman filtering," Rev. Sci. Instrum. vol. 80, no. 6, p. 063504, 2009 [Online]. Available: http://link.aip.org/link/?RSI/80/063504/1
16. Y. In, J. S. Kim, D. H. Edgell, E. J. Strait, D. A. Humphreys, M. L. Walker, G. L. Jackson, M. S. Chu, R. Johnson, R. J. L. Haye, M. Okabayashi, A. M. Garofalo, and H. Reimerdes, "Model-based dynamic resistive wall mode identification and feedback control in the diii-d tokamak," Phys. Plasmas vol. 13, no. 6, p. 062512, 2006 [Online]. Available: http://link.aip.org/link/? PHP/13/062512/1
17. Y. Ou, M.Walker, E. Schuster, and J. Ferron, "Equilibrium reconstruction improvement via kalman-filter-based vessel current estimation at diii-d," Fusion Eng. Design vol. 82, no. 5-14, pp. 1144-1152, 2007 [Online]. Available: http://www.sciencedirect.com/science/article/ B6V3C-4NY4RRN-3/2/e31f0c04012bb6d25949e7e33707611d, Proc. 24th Symp. Fusion Technol.-SOFT-24
18. F. D. Nunes, J. Santos, and M. E. Manso, "Recursive algorithm for fast evaluation of the Abel inversion integral in broadband reflectometry," AIP, vol. 70, no. 1, pp. 1047-1050, 1999 [Online]. Available: http:// link.aip.org/link/?RSI/70/1047/1
19. C. K. Chui and G. Chen, Kalman Filtering With Real-Time Applications. New York, USA: Springer-Verlag New York, Inc., 1987.
20. S. Julier and J. Uhlmann, "A new extension of the kalman filter to nonlinear systems," in Proc. Int. Symp. Aerosp./Defense Sens., Simul. Controls, Orlando, FL, 1997.
21. J. Mandel, A Brief Tutorial on the Ensemble Kalman Filter Jan. 2009 [Online]. Available: http://arxiv.org/pdf/0901.3725
22. B. La Scala and R. Bitmead, "Design of an extended kalman filter frequency tracker," IEEE Trans. Signal Process., vol. 44, no. 3, pp. 739-742, Mar. 1996.
23. S. Bittanti and S. Savaresi, "On the parametrization and design of an extended Kalman filter frequency tracker," IEEE Trans. Autom. Control, , vol. 45, no. 9, pp. 1718-1724, Sep. 2000.
24. N. E. Huang, Z. Shen, S. R. Long, M. C.Wu, H. H. Shih, Q. Zheng, N. C. Yen, C. C. Tung, and H. H. Liu, "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis," Proc. R. Soc. London. Ser. A: Math., Phys., Eng. Sci. vol. 454, no. 1971, pp. 903-995, Mar. 1998 [Online]. Available: http://dx. doi.org/10.1098/rspa.1998. 0193