International Journal of Fuzzy Logic and Intelligent Systems

  • 제12권2호
  • /
  • Pages.162-166
  • /
  • 2012
  • /
  • 1598-2645(pISSN)
  • /
  • 2093-744X(eISSN)
한국지능시스템학회 (Korean Institute of Intelligent Systems)
권호 표지
DOI QR코드

DOI QR Code

Generalized Higher Order Energy Based Instantaneous Amplitude and Frequency Estimation and Their Applications to Power Disturbance Detection

  • Iem, Byeong-Gwan (Dept. of Electronic Engineering, Gangneung-Wonju National Univ.)
  • 투고 : 2011.11.08
  • 심사 : 2012.06.14
  • 발행 : 2012.06.25
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

The instantaneous amplitude (IA) based on the higher order differential energy operator is proposed. And its general form for arbitrary order is also proposed. The various definitions of the IA and the instantaneous frequency (IF) estimators are considered. The IA and IF estimators based on the energy operators need less computational cost than the conventional IF and IA estimators exploiting the Hilbert transform. The IF and IA estimators are compared in terms of the frequency and amplitude tracking accuracy of the AM-FM signals. For noiseless case, the IA and IF estimators based on the Teager-Kaiser energy operator show better tracking performance than the IF and IA estimators based on the higher energy operators. However, under noisy condition, the IF and IA estimator based on the higher order energy operators with the order 3 and 4 show better tracking than the Teager-Kaiser energy based estimators. The IF and IA estimators are applied to signals in the various power anomalies to show their usefulness as the disturbance detectors.

키워드

참고문헌

  1. F. Hlawatsch and G.F. Boudreaux-Bartels, "Linear and quadratic time-frequency representations," IEEE Signal Processing Magazine, 1990.
  2. L. Qiu, H. Yang, S. Koh, "Fundamental frequency determination based on instantaneous frequency estimation", Signal Processing, vol. 44, pp.233-241, 1995. https://doi.org/10.1016/0165-1684(95)00027-B
  3. L. Qiu, H. Yang, S. Koh, "Fundamental frequency determination based on instantaneous frequency estimation", Signal Processing, vol. 44, pp.233-241, 1995. https://doi.org/10.1016/0165-1684(95)00027-B
  4. P. Maragos, J. F. Kaiser, and T. F. Quatieri, "On amplitude and frequency demodulation using energy operators," IEEE Trans. Signal Processing, vol. 41, pp. 1532-1550, Apr. 1993. https://doi.org/10.1109/78.212729
  5. P. Maragos, J. F. Kaiser, and T. F. Quatieri, "Energy separation in signal modulations with application to speech analysis," IEEE Trans. Signal Processing, vol. 41, pp. 3024-3051, Oct. 1993. https://doi.org/10.1109/78.277799
  6. P. Maragos, and A. Potamianos, "Higher order differential energy operators," IEEE Signal Processing Letters, vol. 2, pp. 152-154, Aug. 1995. https://doi.org/10.1109/97.404130
  7. B. Iem, "Frequency/Amplitude Separation Algorithm using the Higher Order Differential Energy Operator and Its Application," Trans. of KIEE, vol. 56, pp. 1498-1502, Aug. 2007.
  8. B. Iem, "Generalization of an instantaneous frequency estimator based on the higher order differential energy operator," Proc. of IEEE TENCON 2008, Nov. 2008.
  9. B. Iem, "An instantaneous frequency estimator based on the symmetric higher order differential energy operator," IEICE Trans. on Fundamentals, vol. E93-A, pp. 227-232, Jan. 2010. https://doi.org/10.1587/transfun.E93.A.227
  10. B. Iem, "Estimation of Fundamental Frequency Using an Instantaneous Frequency Based on the Symmetric Higher Order Differential Energy Operator," Trans. of KIEE, vol. 60, pp. 2374-2379, Dec. 2011.
  11. K. Srinivasan, "Digital measurement of the voltage flickers," IEEE Trans. Power Delivery, vol. 6, pp. 1593- 1598, 1991. https://doi.org/10.1109/61.97697
  12. S. Santoso, E.J. Powers and W.M. Grady, "Electric power quality disturbance detection using wavelet transform analysis," Proc. of IEEE TF/TS Symposium, pp. 166- 169, Philadelphia, PA, Oct. 1994.
  13. O. Poisson, P. Rioual, and M. Meunier, "New signal processing tools applied to power quality analysis," IEEE Trans. Power Delivery, vol. 14, pp. 561-566, Apr. 1999. https://doi.org/10.1109/61.754104

피인용 문헌

  1. An enhanced bearing fault diagnosis method based on TVF-EMD and a high-order energy operator vol.29, pp.9, 2018, https://doi.org/10.1088/1361-6501/aad499