Fusion in sensor networks with communication constraints

Third International Symposium on Information Processing in Sensor Networks, IPSN 2004

Volumn , Issue , 2004, Pages 108-115

  Aldosari, Saeed A ^a   Moura, José M F ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Decentralized Detection; Decision Fusion; Genetic Algorithm; Quantization; Sensor Networks

Indexed keywords

ASYMPTOTIC STABILITY; BANDWIDTH; COMMUNICATION CHANNELS (INFORMATION THEORY); CONSTRAINT THEORY; ELECTRICAL ENGINEERING; GENETIC ALGORITHMS; INFORMATION THEORY; OPTIMIZATION; PROBABILITY; SIGNAL TO NOISE RATIO;

DECENTRALIZED DETECTION; DECISION FUSION; QUANTIZATION; SENSOR NETWORKS;

SENSORS;

EID: 3042823444     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/984622.984638     Document Type: Conference Paper

References (20)

1. S. A. ALDOSARI AND J. M. F. MOURA. Detection in decentralized sensor networks. Accepted for presentation at The IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'04), Montreal, Canada, (May 2004).
2. R. S. BLUM AND M. C. DEANS. Distributed random signal detection with multibit sensor decisions. IEEE Transactions on Information Theory 44, 516-524 (Mar. 1998).
3. J.-F. CHAMBERLAND AND V. V. VEERAVALLI. Decentralized detection in sensor networks. IEEE Transactions on Signal Processing 51, 407-416 (Feb. 2003).
4. J. H. HOLLAND. "Adaptation in Natural and Artificial Systems". Ann arbor University of Michigan Press, Ann Arbor, MI (1975).
5. W. W. IRVING AND J. N. TSITSIKLIS. Some properties of optimal thresholds in decentralized detection. IEEE Transactions on Automatic Control 39, 835-838 (1994).
6. C. C. LEE AND J. J. CHAO. Optimum local decision space partitioning for distributed detection. IEEE Transactions on Aerospace and Electronic Systems AES-25, 536-544 (July 1989).
7. M. LONGO, T. D. LOOKABAUGH, AND R. M. GRAY. Quantization for decentralized hypothesis testing under communication constraints. IEEE Transactions on Information Theory 36, 241-255 (Mar, 1990).
8. D. G. LUENBERGER. "Introduction to linear and nonlinear programming". Addison-Wesley, Reading, MA (1973).
9. R. LUGANNANI AND S. O. RICE. Saddlepoint approximation for the distribution of the sum of independent random variables. Advances in Applied Probability 12, 475-490 (1980).
10. L. L. SCHARF. "Statistical Signal Processing: Detection, Estimation, and Time Series Analysis". Addison-Wesley, Reading, MA (1991).
11. W. SHI, T. W. SUN, AND R. D. WESEL. Quasi-convexity and optimal binary fusion for distributed detection with identical sensors in generalized Gaussian noise. IEEE Transactions on Information Theory 47, 446-449 (Jan. 2001).
12. K. S. TANG, K. F. MAN, AND Q. HE. Genetic algorithms and their applications. IEEE Signal Processing Magazine 13, 22-37 (Nov. 1996).
13. Z.-B. TANG, K. R. PATTIPATI, AND D. L. KLEINMAN. An algorithm for determining the decesion thresholds in a distributed detection problem. IEEE Transactions on Systems, Man, and Cybernetics 21, 231-237 (Jan./Feb. 1991).
14. R. R. TENNEY AND N. R. S. JR. Detection with distributed sensors. IEEE Transactions on Aerospace and Electronic Systems AES-17, 98-101 (July 1981).
15. J. N. TSITSIKLIS. Decentralized detection by a large number of sensors. Mathematics of Control, Signals, and Systems 1(2), 167-182 (1988).
16. J. N. TSITSIKLIS. Decentralized detection. In "Advances in Statistical Signal Processing: Vol 2 - Signal Detection," H. V. Poor, and J. B. Thomas, eds., JAI Press, Greenwich, CT, pp. 297-344 (Nov. 1993).
17. J. N. TSITSIKLIS AND M. ATHANS. On the complexity of decentralized decision making and detection problems. IEEE Transactions on Automatic Control 30, 440-446 (May 1985).
18. K. TWARDOWSKIS. An associative architecture for genetic algorithm-based machine learning. IEEE Computer 27, 27-38 (Nov. 1994).
19. P. K. VARSHNEY. "Distributed Detection and Data Fusion". Springer-Verlag, New York (1996).
20. R. VISWANATHAN AND P. VARSHNEY. Distributed detection with multiple sensors: Part I-Fundamentals. Proceedings of the IEEE 85, 54-63 (Jan. 1997).