Quantizer design for distributed estimation with communication constraints and unknown observation statistics

IEEE Transactions on Communications

Volumn 48, Issue 2, 2000, Pages 181-184

  Megalooikonomou, Vasileios ^a   Yesha, Yaacov ^b  

^a Dartmouth Department of Computer Science_Dartmouth College   (United States)

^b University of Marylandw Baltimore County   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; ESTIMATION; REGRESSION ANALYSIS; TREES (MATHEMATICS);

LOOK-AHEAD METHOD; QUANTIZER;

DATA COMPRESSION;

EID: 0033888581     PISSN: 00906778     EISSN: None     Source Type: Journal    
DOI: 10.1109/26.823548     Document Type: Article

References (14)

1. E. Ayanoglu, "On optimal quantization of noisy sources," IEEE Trans. Inform. Theory, vol. 36, pp. 1450-1452, Nov. 1990.
2. E. Breiman, J.H. Friedman, R.A. Olshen, and C.J. Stone, Classification and Regression Trees. Belmont, CA: Wadsworth, 1984.
3. Y. Ephraim and R.M. Gray, "A unified approach for encoding clean and noisy sources by means of waveform and autoregressive model vector quantization," IEEE Trans. Inform. Theory, vol. 34, pp. 826-834, July 1988.
4. T.J. Flynn and R.M. Gray, "Encoding of correlated observations," IEEE Trans. Inform. Theory, vol. IT-33, pp. 773-787, Nov. 1987.
5. R.M. Gray, "Vector quantization," IEEE ASSP Mag., vol. 1, pp. 4-29, Apr. 1984.
6. J.A. Gubner, "Distributed estimation and quantization," IEEE Trans. Inform. Theory, vol. 39, pp. 1456-1459, July 1993.
7. H. Abut, Ed., "Vector quantization," in IEEE Reprint Collection. Piscataway, NJ: IEEE Press, 1990.
8. S.-Z. Kiang, R.L. Baker, G.J. Sullivan, and C.-Y. Chiu, "Recursive optimal pruning with applications to tree structured vector quantizers," IEEE Trans. Image Processing, vol. 1, pp. 162-169, Apr. 1992.
9. W.-M. Lam and A.R. Reibman, "Quantizer design for decentralized estimation systems with communications constraints," in Proc. 23rd Annu. Conf. Information Sciences and Systems, Baltimore, MD, Mar. 1989, pp. 489-494.
10. W.-M. Lam and A.R. Reibman, "Design of quantizers for decentralized estimation systems," IEEE Trans. Commun., vol. 41, pp. 1602-1605, Nov. 1993.
11. Y. Linde, A. Buzo, and R.M. Gray, "An algorithm for vector quantizer design," IEEE Trans. Commun., vol. COM-28, pp. 84-95, Jan. 1980.
12. S.P. Lloyd, "Least squares quantization in PCM," IEEE Trans. Inform. Theory, vol. IT-28, pp. 129-136, Mar. 1982.
13. M. Longo, T.D. Lookabaugh, and R.M. Gray, "Quantization for decentralized hypothesis testing under communication constraints," IEEE Trans. Inform. Theory, vol. 36, pp. 241-255, Mar. 1990.
14. J.K. Wolf and J. Ziv, "Transmission of noisy information to a noisy receiver with minimum distortion," IEEE Trans. Inform. Theory, vol. IT-16, pp. 406-411, July 1970.