Autoregressive spectral estimation by application of the Burg algorithm to irregularly sampled data

IEEE Transactions on Instrumentation and Measurement

Volumn 51, Issue 6, 2002, Pages 1289-1294

  Bos, Robert ^a   De Waele, Stijn ^a   Broersen, Piet M T ^a  

^a DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

AR spectral estimation; Covariance estimation; Irregular sampling; Turbulence spectra

Indexed keywords

AR SPECTRAL ESTIMATION; COVARIANCE ESTIMATION; IRREGULAR SAMPLING; TURBULENCE SPECTRA;

ALGORITHMS; DATA REDUCTION; ESTIMATION; FREQUENCIES; SAMPLING; TURBULENCE;

SPECTRUM ANALYSIS;

EID: 0038496276     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2002.808031     Document Type: Article

References (14)

1. L. H. Benedict, H. Nobach, and C. Tropea, "Estimation of turbulent velocity spectra from laser Doppler data," Meas. Sci. Technol., vol. 11, pp. 1089-1104, Aug. 2000.
2. P. M. T. Broersen, S. de Waele, and R. Bos, "The accuracy of time series in analysis for laser Doppler velocimetry," in Proc. 10th Int. Symp. Laser Teclm. Fluid Mech., Lisbon, Portugal, July 2000.
3. R. J. Adrian and C. S. Yao, "Power spectra of fluid velocities measured by laser Doppler velocimetry," Exper. Fluids, vol. 5, pp. 17-28, 1987.
4. H. Nobach, E. Müller, and C. Tropea, "Refined reconstruction techniques for LDA analysis," in Proc. 7th Int. Symp. Appl. Laser Tech. Fluid Mech., Lisbon, Portugal, July 1996.
5. J. D. Scargle, "Studies in astronomical time series analysis II. Statistical aspects of spectral analysis of unevenly spaced data," Astrophys. J., no 263, pp. 835-853, 1982.
6. N. R. Lomb, "Least squares frequency analysis of unequally spaced data," Astrophys. Space Sci., no. 39, pp. 447-462, Feb. 1976.
7. J. P. Burg, "Maximum entropy spectral analysis," in Proc. 37th Meeting Soc. Exploration Geophys., 1967.
8. P. Stoica and R. L. Moses, Introduction to Spectral Analysis. Upper Saddle River, NJ: Prentice-Hall, 1997.
9. S. de Waele and P. M. T. Broersen, "The Burg algorithm for segments," IEEE Trans. Signal Processing, vol. 48, pp. 2876-2880, Oct. 2000.
10. P. M. T. Broersen, "Finite sample criteria for autoregressive order selection," IEEE Trans. Signal Processing, vol. 48, pp. 3550-3556, Dec. 2000.
11. M. B. Priestley, Spectral Analysis and Time Series. London, U.K.: Academic, 1981.
12. R. Bos, S. de Waele, and P. M. T. Broersen, "AR spectral estimation by application of the Burg algorithm to irregularly sampled data," in Proc. IMTC Instrum. Meas. Technol. Conf., Budapest, Hungary, May 2001, pp. 1208-1213.
13. P. M. T. Broersen, "Automatic spectral analysis with time series models," IEEE Trans. Instrum. Meas., vol. 51, pp. 211-216, Apr. 2002.
14. S. de Waele and P. M. T. Broersen, "Error measures for resampled irregular data," IEEE Trans. Instrum. Meas., vol. 49, pp. 216-222, Apr. 2000.