Data compression for multi-parameter estimation for emitter location

IEEE Transactions on Aerospace and Electronic Systems

Volumn 46, Issue 1, 2010, Pages 308-322

  Chen, Mo ^a   Fowler, Mark L ^b  

^a ADAK   (United States)

^b State University of New York   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE COMPRESSION; COMPRESSION METHODS; COMPRESSION SCHEME; DESIGN DATA; DISTORTION MEASURES; EMITTER GEOMETRY; EMITTER LOCATION; FREQUENCY DIFFERENCE OF ARRIVALS; LOCATION ESTIMATION; MULTI-SENSOR SYSTEMS; MULTIPARAMETERS; MULTIPLE ESTIMATES; NUMERICAL OPTIMIZATIONS; PRIMARY TASK; SENSOR SYSTEMS; TIME-DIFFERENCE-OF-ARRIVAL;

COMMERCE; ESTIMATION; FISHER INFORMATION MATRIX; FREQUENCY ESTIMATION; NUMERICAL METHODS; PARAMETER ESTIMATION; SENSORS;

DATA COMPRESSION;

EID: 77649116397     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAES.2010.5417164     Document Type: Article

References (34)

1. Torrieri, D. J. Statistical theory of passive location system. IEEE Transactions on Aerospace and Electronic Systems, AES-20, 2 (Mar. 1984), 183-198.
2. Stein, S. Algorithms for ambiguity function processing. IEEE Transactions on Acoustics, Speech, and Signal Processing, ASSP-29 (June 1981), 588-599.
3. Stein, S. Differential delay/Doppler ML estimation with unknown signals. IEEE Transactions on Signal Processing, 41 (Aug. 1993), 2717-2719.
4. Matthiesen, M. J., and Miller, G. D. Data transfer minimization for coherent passive location systems. Air Force Project 4110, Report ESDTR-81-129, June 1981.
5. Desjardins, G. TDOA/FDOA technique for locating a transmitter. U.S. Patent 5 570 099, Lockheed Martin Federal Systems, Oct. 29, 1996.
6. Fowler, M. L. Coarse quantization for data compression in coherent location systems. IEEE Transactions on Aerospace and Electronic Systems, 36, 4 (Oct. 2000), 1269-1278.
7. Fowler, M. L. Non-MSE wavelet-based data compression for emitter location. In Mark S. Schmalz (Ed.), Mathematics and Applications of Data/Image Coding, Compression, and Encryption IV, In Proceedings of SPIE, vol. 4475, San Diego, CA, July 29-Aug. 3, 2001, 13-22.
8. Fowler, M. L., and Chen, M. Integer optimization methods for non-MSE data compression for emitter location. In Mark S. Schmalz, (Ed.) Mathematics and Applications of Data/Image Coding, Compression, and Encryption V, Proceedings of SPIE, vol. 4793, Seattle, WA, July 8-11, 2002, 188-195.
9. Vasudevan, L., Ortega, A., and Mitra, U. Application specific compression for time delay estimation in sensor networks. In Proceedings of the First ACM International Conference on Embedded Networked Sensor Systems, Los Angeles, CA, Nov. 2003, 243-253.
10. Chen, M., and Fowler, M. L. Geometry-adaptive data compression for TDOA/FDOA location. In Proceedings of IEEE ICASSP 2005, Philadelphia, PA, Mar. 18-23, 2005, NI069-NI072.
11. Fowler, M. L., and Chen, M. Fisher-information-based data compression for estimation using two sensors. IEEE Transactions on Aerospace and Electronic Systems, 41, 3 (July 2005), 1131-1137.
12. Gubner, J. A. Distributed estimation and quantization. IEEE Transactions on Information Theory, 39, 4 (July 1993), 1456-1459.
13. Poor, H. V. Fine quantization in signal detection and estimation. IEEE Transactions on Information Theory, 34, 5 (Sept. 1988), 960-972.
14. Lam, W., and Reibman, A. R. Design of quantizers for decentralized estimation systems. IEEE Transactions on Communications, 41, 11 (Nov. 1993), 1602-1605.
15. Zhang, Z., and Berger, T. Estimation via compressed information. IEEE Transactions on Information Theory, 34, 2 (Mar. 1988), 198-211.
16. Han, T. S., and Amari, S. Parameter estimation with multiterminal data compression. IEEE Transactions on Information Theory, 41, 6 (Nov. 1995), 1802-1833.
17. Xiao, J-J., Ribeiro, A., Luo, Z-Q., and Giannakis, G. B. Distributed compression-estimation using wireless sensor networks. IEEE Signal Processing Magazine, 23, 4 (July 2006), 27-41.
18. Kay, S. Fundamentals of Statistical Signal Processing: Estimation Theory. Upper Saddle River, NJ: Prentice-Hall, 1993.
19. Gantmacher, F. R. The Theory of Matrices, vol. 2 (translation by K. A. Hirsch). New York: Chelsea Publishing, 1959.
20. Shoham, Y., and Gersho, A. Efficient bit allocation for an arbitrary set of quantizers. IEEE Transactions on Acoustics, Speech, and Signal Processing, 36, 9 (Sept. 1988), 1445-1453.
21. Kammer, D. C. Sensor placement for on-orbit modal identification and correlation of large space structures. Journal of Guidance Control & Dynamics, 14, 2 (Mar.-Apr. 1991), 251-259.
22. Poston, W. L., and Tolson, R. H. Maximizing the determinant of the information matrix with the effective independence distribution method. Journal of Guidance Control & Dynamics, 15, 6 (Nov.-Dec. 1992), 1513-1514.
23. Fedorov, V. V. Theory of Optimal Experiments (translated and edited by W. J. Studden and E. M. Klimko). New York: Academic Press, 1972.
24. Wiley, R. G. Electronic Intelligence: The Interception of Radar Signals. Norwood, MA: Artech House, 1985, 113-126.
25. Resnikoff, H. L., and Burrus, C. S. Relationship between the Fourier transform and the wavelet transform. Advanced Signal-Processing Algorithms, Architectures, and Implementations, SPIE, vol. 1348, 1990, 291-300.
26. Hess-Nielsen, N., and Wickerhauser, M. V. Wavelet and time-frequency analysis. In Proceedings of the IEEE, 84, 4 (Apr. 1996), 523-540.
27. Percival, D. B., and Walden, A. T. Wavelet Methods for Time Series Analysis. New York: Cambridge University Press, 2000.
28. Wu, N. E., Guo, Y., Huang, K., Ruschmann, M. C., and Fowler, M. L. Fault-tolerant tasking and guidance of an airborne location sensor network. Journal of Control, Automation and Systems, 6, 3 (June 2008), 351-363.
29. Amar, A., and Weiss, A. J. Localization of narrowband radio emitters based on Doppler frequency shifts. IEEE Transactions on Signal Processing (to be published).
30. Weiss, A. J. Direct position determination of narrowband radio frequency transmitters. IEEE Signal Processing Letters, 11, 5 (May 2004), 513-516.
31. Huang, K., Wu, N. E., and Fowler, M. L. Optimal guidance of unmanned aerial vehicles for emitter location. In Proceedings of the World Congress, International Federation of Automatic Control, 2008.
32. Fowler, M. L., and Chen, M. Evaluating Fisher information from data for task-driven data compression. In Proceedings of the Conference on Information Sciences and Systems, Princeton University, Princeton, NJ: Mar. 22-24, 2006, 976-972.
33. Chen, M. Data compression for inference tasks in wireless sensor networks. Ph.D. dissertation, Binghamton University, Binghamton, NY, 2005.
34. Pottie, J., and Kaiser, W. J. Wireless integrated network sensors. Communications of the ACM, 43 (May 2000), 51-58.