Interpolation of signals with missing data using PCA

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2006, Pages

  Oliveira, P ^a  

^a INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; INTERPOLATION; MONTE CARLO METHODS; PARAMETER ESTIMATION; PRINCIPAL COMPONENT ANALYSIS; SAMPLING;

DATA RESORTING; MEAN SQUARE INTERPOLATION; OPTIMAL SOLUTIONS; SIGNAL SAMPLING;

SIGNAL ANALYSIS;

EID: 33947617229     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. J. Benedetto and P. Ferreira, Modern Sampling Theory: Mathematics and Applications, Birkhuser, 2000.
2. V. Blanz, and T. Vetter, Reconstructing the Complete 3D Shape of Faces from Partial Information, it+ti Oldenburg, Verlag, 2002.
3. H. Choi, and D. Munson, Analyis and Design of Minimax-Optimal Interpolators, IEEE Trans. on Signal Processing, vol.46, n.6, 1998.
4. I. Jolliffe, Principal Component Analysis, Springer-Verlag, 2002.
5. S. Kay, Fundamentals of Statistical Signal Processing, Prentice-Hall, 1993.
6. T. Kaylath, A. Sayed, and B. Hassibi, Linear Estimation, Prentice-Hall, 2000.
7. A. Pascoal, P. Oliveira, C. Silvestre, A. Bjerrum, A. Ishoy, J-P. Pignon, G. Ayela, and C. Petzelt, MARIUS: An Autonomous Underwater Vehicle for Coastal Oceanography, IEEE Robotics & Automation Magazine, 1997.
8. F. Marvasti, Nonuniform Sampling Theory and Practice Series: Information Technology: Transmission, Processing and Storage, Springer-Verlag, 2001.
9. P. Oliveira, MMAE Terrain Reference Navigation for Underwater Vehicles using Eigen Analysis, Proceedings of the 44th IEEE CDC/ECC 2005, Seville, Spain, December 2005.
10. S. Roweis, EM Algorithms for PCA and SPCA, Proceedings of the Conference on Advances in Neural Information Processing Systems, 1997.
11. H-Y. Shum, K. Ikeuchi, and R. Reddy, Principal Component Analysis with Missing Data and Its Application to Polyhedral Object Modeling, IEEE Trans. Pattern Analyis and Machine Intelligence, vol.17, n.9, 1995.
12. M. Unser, Sampling - 50 Years After Shannon, Proceedings of the IEEE, vol.88, n.4, 2000.
13. J. Yen, On nonuniform sampling of bandlimited signals, IRE Transactions on Circuit Theory, vol. CT-3, 1956.