The good, bad, and ugly: Distributed detection of a known signal in dependent gaussian noise

IEEE Transactions on Signal Processing

Volumn 48, Issue 12, 2000, Pages 3266-3279

  Willett, Peter ^a   Swaszek, Peter F ^b   Blum, Rick S ^c  

^a UNIVERSITY OF CONNECTICUT   (United States)

^b UNIVERSITY OF RHODE ISLAND   (United States)

^c LEHIGH UNIVERSITY   (United States)

Author keywords

Distributed detection; Quantization; Signal detection

Indexed keywords

ALGORITHMS; DIFFERENTIATION (CALCULUS); FORMAL LOGIC; GAUSSIAN NOISE (ELECTRONIC); MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; PARAMETER ESTIMATION; VECTOR QUANTIZATION;

BAYES OPTIMAL BINARY QUANTIZATION; DISTRIBUTED DETECTION;

SIGNAL DETECTION;

EID: 0034505212     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.886990     Document Type: Article

References (23)

1. V. Aalo and R. Viswanathan, "On distributed detection with correlated sensors: Two examples," IEEE Trans. Aerosp. Electron. Syst., vol. 25, pp. 414-421, May 1989.
2. _, "Asymptotic performance of a distributed detection system in correlated Gaussian noise," IEEE Trans. Signal Processing, vol. 40, pp. 211-213, Jan. 1992.
3. R. Blum, S. Kassam, and H. Poor, "Distributed detection with multiple sensors-Part II: Advanced topics," Proc. IEEE, pp. 64-79, Jan. 1997.
4. R. Blum, P. Willett, and P. Swaszek, "Distributed detection of known signals in nonGaussian noise which is dependent from sensor to sensor," in Proc. Conf. Inform. Sei. Syst., Mar. 1997, pp. 825-830.
5. Z. Chair and P. Varshney, "Optimal data fusion in multiple sensor detection systems," IEEE Trans. Aerosp. Electron. Syst., vol. AES-22, pp. 98-101, Jan. 1986.
6. P. Chen and A. Papamarcou, "Likelihood ratio partitions for distributed signal detection in correlated Gaussian noise," in Proc. IEEE Int. Symp. Inform. Theory, Oct. 1996, p. 118.
7. E. Drakopoulos and C.-C. Lee, "Optimum multisensor fusion of correlated local," IEEE Trans. Aerosp. Electron. Syst., vol. 27, pp. 593-606, July 1991.
8. I. Hoballah and P. Varshney, "Distributed Bayesian signal detection," IEEE Trans. Inform. Theory, vol. 35, pp. 995-1000, Sept. 1989.
9. M. Kam, Q. Zhu, and W. Gray, "Optimal data fusion of correlated local decisions in multiple sensor detection systems," IEEE Trans. Aerosp. Electron. Syst., vol. 28, pp. 916-920, July 1992.
10. X. Lin and R. Blum, "Numerical solutions for optimal distributed detection of known signals in dependent i-distributed noise-The two-sensor problem," in Proc. Asilomar Conf. Signals, Syst., Comput., Nov. 1998, pp. 613-617.
11. A. Reibman and L. Nolle, "Optimal detection and performance of distributed sensor systems," IEEE Trans. Aerosp. Electron. Syst., vol. AES-23, pp. 24-30, Jan. 1987.
12. P. Swaszek, P. Willett, and R. Blum, "Distributed detection of dependent data-The two sensor problem," in Proc. Conf. Inform. Sei. Syst., Mar. 1996, pp. 1077-1082.
13. Z. Tang, K. Pattipati, and D. Kleinman, "A distributed M-ary hypothesis testing problem with correlated observations," IEEE Trans. Automat. Contr., vol. 37, pp. 1042-1046, July 1992.
14. R. Tenney and N. Sandell, "Detection with distributed sensors," IEEE Trans. Aerosp. Electron. Syst., vol. AES-17, pp. 501-510, July 1981.
15. S. Thomopoulos, R. Viswanathan, and D. Bougoulias, "Optimal distributed decision fusion," IEEE Trans. Aerosp. Electron. Syst., vol. 25, pp. 761-765, Sept. 1989.
16. J. Tsitsiklis, "Decentralized detection," in Advances in Statistical Signal Processing, vol. 2-Signal Detection, H. V Poor and J. B. Thomas, Eds. New York: JAI, 1990.
17. _, "Extremal properties of likelihood-ratio quantizers," IEEE Trans. Commun., vol. 41, pp. 550-558, Apr. 1993.
18. H. Van Trees, Detection, Estimation, and Modulation Theory. New York: Wiley, 1968, vol. 1.
19. R. Viswanathan and V Aalo, "On counting rules in distributed detection," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 772-775, May 1989.
20. R. Viswanathan, A. Ansari, and S. Thomopoulos, "Optimal partitioning of observations in distributed detection," in Proc. Int. Symp. Inform. Theory, 1988, p. 197.
21. R. Viswanathan and P. Varshney, "Distributed detection with multiple sensors-Part I: Fundamentals," Proc. IEEE, pp. 54-63, Jan. 1997.
22. D. Warren and P. Willett, "Optimum quantization for detector fusion: Some proofs, examples, and pathology," J. Franklin Inst., vol. 336, pp. 323-359, 1999.
23. P. Willett and P. Swaszek, "Optimal quantization in the dependent Gaussian problem," in Proc. Asilomar Conf. Signals, Syst., Comput., Nov. 1998, pp. 593-597.