Missing data recovery via a nonparametric iterative adaptive approach

IEEE Signal Processing Letters

Volumn 16, Issue 4, 2009, Pages 241-244

  Stoica, Petre ^a   Li, Jian ^b   Ling, Jun ^b  

^a UPPSALA UNIVERSITY   (Sweden)

^b University of Florida   (United States)

Author keywords

Iterative adaptive approach; Minimum mean squared error; Missing data recovery; Spectral estimation; Weighted least squares

Indexed keywords

CURVE FITTING; LEAST SQUARES APPROXIMATIONS; THREE TERM CONTROL SYSTEMS; VIDEO SIGNAL PROCESSING;

ITERATIVE ADAPTIVE APPROACH; MINIMUM MEAN-SQUARED ERROR; MISSING DATA RECOVERY; SPECTRAL ESTIMATION; WEIGHTED LEAST SQUARES;

MEAN SQUARE ERROR;

EID: 61349151249     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2009.2014114     Document Type: Article

References (11)

1. H. Ofir, D. Malah, and I. Cohen, "Audio packet loss concealment in a combined MDCT-MDST domain," IEEE Signal Process. Lett., vol. 14, pp. 1032-1035, Dec. 2007.
2. H. Ofir and D. Malah, "Packet loss concealment for audio streaming based on the GAPES and MAPES algorithms," in Proc. 24th IEEE Conv. Electrical and Electronic Engineers, Eilat, Israel, Nov. 2006, pp. 280-284.
3. P. Stoica, E. G. Larsson, and J. Li, "Adaptive filterbank approach to restoration and spectral analysis of gapped data," Astron. J., vol. 120, pp. 2163-2173, Oct. 2000.
4. A. Afifi and R. Elashoff, "Missing observations in multivariate statistics I: Review of the literature," J. Amer. Statist. Assoc. pp. 595-604, 1966.
5. T. Orchard and M. A. Woodbury, "A missing information principle: Theory and applications," in Prox. Sixth Berkeley Symp. on Math. Statist. and Prob., 1972, pp. 697-715.
6. J. L. Schafer and J. W. Graham, "Missing data: Our view of the state of the art," Psychol. Meth., pp. 147-177, 2002.
7. Y. Wang, J. Li, and P. Stoica, Spectral Analysis of Signals, The Missing Data Case. San Rafael, CA: Morgan & Claypool, 2005.
8. Y. Wang, P. Stoica, J. Li, and T. L. Marzetta, "Nonparametric spectral analysis with missing data via the EM algorithm," Digital Signal Process., vol. 15, pp. 192-206, Mar. 2005.
9. P. Stoica and R. L. Moses, Spectral Analysis of Signals. Upper Saddle River, NJ: Prentice-Hall, 2005.
10. T. Yardibi, J. Li, P. Stoica, M. Xue, and A. B. Baggeroer, "Source localization and sensing: A nonparametric iterative adaptive approach based on weighted least squares," IEEE Trans. Aerosp. Electron. Syst. [Online]. Available: http://www.sal.ufl.edu/eel6935/2008/ IAA.pdf, to be published
11. A. H. Sayed, Fundamentals of Adaptive Filtering. New York: Wiley, 2003.