Minimax quantization for distributed maximum likelihood estimation

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

Volumn 3, Issue , 2006, Pages

  Venkitasubramaniam, Parvathinathan ^a   Tong, Lang ^a   Swami, Ananthram ^b  

^a Cornell University   (United States)

^b U S ARMY RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FISHER INFORMATION; QUANTIZER PERFORMANCE; QUANTIZER STRUCTURES; SCORE FUNCTION QUANTIZERS;

ASYMPTOTIC ANALYSIS; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; DISTRIBUTED COMPUTER SYSTEMS; MAXIMUM LIKELIHOOD;

PARAMETER ESTIMATION;

EID: 33947662435     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. G. Mergen and L. Tong, "Type based estimation over multiaccess channels," to appear in IEEE Trans. Signal Processing, Feb. 2006.
2. W. M. Lam and A. R. Reibman, "Design of Quantizers for Decentralized Estimation Systems," IEEE Trasactions Comm., vol. 41, no. 11, pp. 1602-1605, Nov 1993.
3. J. A. Gubner, "Distributed Estimation and Quantization," IEEE Trans. Info. Thy., vol. 39, no. 4, pp. 1456-1459, July 1993.
4. K. Zhang and X. R. Li, "Optimal Sensor Data Quantization for Best Linear Unbiased Estimation Fusion," in Proc. 43rd IEEE Conf. on Decision and Control, Dec 2004, vol. 3, pp. 2656-2661.
5. Z. Q. Luo, "Universal Decentralized Estimation in a Bandwidth Constrained Sensor Network," IEEE Trans. Info. Thy., vol. 51, no. 6, pp. 2210-2219. June 2005.
6. A. Ribiero and G. B. Giannakis, "Non-Parametric Distributed Quantization-Estimation Using Wireless Sensor Networks," in Proc. 2005 ICASSP Conf., Philadelphia, PA, March 2005.
7. P. Venkitasubramaniam, G. Mergen, L. Tong, and A. Swami. "Quantization for Distributed Estimation in Large Scale Sensor Networks," in 2005 ICISIP, Dec 2005, pp. 122-127.
8. Te Sun Han and S. Amari, "Statistical Inference Under Multiterminal Data Compression," IEEE Trans. Info. Theory, vol. 44, no. 6, pp. 2300-2325, Oct. 1998.
9. H. V. Poor. An Introduction to Signal Detection and Estimation, Springer-Verlag, New York, 1994.
10. John N. Tsitsiklis, "Extremal Properties of Likelihood Ratio Quantizers," IEEE Trans. Comm., vol. 41, no. 4, pp. 550-558, April 1993.