Reduced-dimension linear transform coding of distributed correlated signals with incomplete observations

IEEE Transactions on Information Theory

Volumn 55, Issue 6, 2009, Pages 2848-2858

  Nurdin, Hendra I ^a   Mazumdar, Ravi R ^b   Bagchi, Arunabha ^c  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b UNIVERSITY OF WATERLOO   (Canada)

^c UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Distributed signal processing; Innovations; Karhunen Lo ve transform; Optimal linear estimation

Indexed keywords

ARBITRARY DISTRIBUTION; CENSORED OBSERVATIONS; CORRELATED OBSERVATIONS; CORRELATED SIGNALS; DISTRIBUTED SIGNAL PROCESSING; ESTIMATION RESULTS; GAUSSIAN RANDOM VARIABLE; INCOMPLETE OBSERVATION; LINEAR TRANSFORM; MEAN SQUARE ESTIMATION; OPTIMAL LINEAR ESTIMATION; OPTIMAL SIGNALS; OPTIMALITY; PARTIAL OBSERVATION; SECOND ORDERS; TRANSFORM CODER;

ESTIMATION; OPTIMIZATION; RANDOM PROCESSES; RANDOM VARIABLES; SIGNAL PROCESSING;

MATHEMATICAL TRANSFORMATIONS;

EID: 66949138592     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2009.2018349     Document Type: Article

References (12)

1. M. Gastpar, P. L. Dragotti, and M. Vetterli, "The diistributed Karhunen-Loève transform," IEEE Trans. Inf. Theory, vol. 52, no. 12, pp. 5177-5196, 2006.
2. M. Gastpar, P.-L. Dragotti, and M. Vetterli, The Distributed Karhunen-Loève Transform EPFL-Lausanne, Switzerland, 2003, EPFL I&C Tech. Rep. IC/2003/12.
3. M. Gastpar, P.-L. Dragotti, and M. Vetterli, "The distributed, partial and conditional Karhunen-Loeve transforms," in Proc. Data Compress. Conf. IEEE Comput. Soc., Mar. 2003.
4. M. Gastpar, P.-L. Dragotti, and M. Vetterli, "The distributed Karhunen-Loeve transform," in Proc. 2002 IEEE Int. Workshop Multimed. Signal Process. IEEE Signal Process. Soc., Dec. 2002.
5. K. Fukunaga, Introduction to Statistical Pattern Recognition, 2nd ed. New York: Academic, 1990.
6. A. K. Jain, Fundamentals of Digital Image Processing. Englewood Cliffs, NJ: Prentice-Hall, 1989.
7. R. J. Clarke, Transform Coding of Images. New York: Academic, 1985, Microelectron. Signal Process..
8. T. Kailath, A. H. Sayed, and B. Hassibi, Linear Estimation. Upper Saddle River, NJ: Prentice-Hall, 2000.
9. A. Bagchi, Optimal Control of Stochastic Systems. Englewood Cliffs, NJ: Prentice-Hall, 1993.
10. E. Wong and B. Hajek, Stochastic Processes in Engineering Systems. New York: Springer-Verlag, 1985.
11. J. E. Jackson, A User's Guide to Principal Components. New York: Wiley-Intersci., 1991.
12. H. I. Nurdin, R. R. Mazumdar, and A. Bagchi, "On the estimation and compression of distributed correlated signals with incomplete observations," in Proc. 16th Conf. Math. Theory Netw. Syst. (MTNS 2004), Leuven, Belgium, Jul. 2004.