Performance aspects of decentralized detection systems with feedback

S. Alhakeem; P. K. Varshney

doi:10.1109/ISIT.1991.695390

Performance aspects of decentralized detection systems with feedback

S. Alhakeem, P. K. Varshney

Research output: Chapter in Book/Entry/Poem › Conference contribution

1 Scopus citations

Abstract

The performance of a decentralized system with feedback is investigated. Memory is incorporated at the local detectors to enhance the system performance. The optimization of this system with memory results in a likelihood ratio test at the local detectors for statistically independent observations. Local detector thresholds are shown to be a function of the previous global decision. The system probability of error is shown to be better than that of the conventional decentralized detection system without feedback. The issue of data transmission requirements is investigated. Two protocols are considered for the reduction of data transmission. Numerical examples are presented for illustration.

Original language	English (US)
Title of host publication	Proceedings - 1991 IEEE International Symposium on Information Theory, ISIT 1991
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	334
Number of pages	1
ISBN (Electronic)	0780300564
DOIs	https://doi.org/10.1109/ISIT.1991.695390
State	Published - 1991
Externally published	Yes
Event	1991 IEEE International Symposium on Information Theory, ISIT 1991 - Budapest, Hungary Duration: Jun 24 1991 → Jun 28 1991

Publication series

Name	IEEE International Symposium on Information Theory - Proceedings
ISSN (Print)	2157-8095

Conference

Conference	1991 IEEE International Symposium on Information Theory, ISIT 1991
Country/Territory	Hungary
City	Budapest
Period	6/24/91 → 6/28/91

ASJC Scopus subject areas

Theoretical Computer Science
Information Systems
Modeling and Simulation
Applied Mathematics

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10.1109/ISIT.1991.695390

Cite this

Alhakeem, S., & Varshney, P. K. (1991). Performance aspects of decentralized detection systems with feedback. In Proceedings - 1991 IEEE International Symposium on Information Theory, ISIT 1991 (pp. 334). Article 695390 (IEEE International Symposium on Information Theory - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISIT.1991.695390

Performance aspects of decentralized detection systems with feedback. / Alhakeem, S.; Varshney, P. K.
Proceedings - 1991 IEEE International Symposium on Information Theory, ISIT 1991. Institute of Electrical and Electronics Engineers Inc., 1991. p. 334 695390 (IEEE International Symposium on Information Theory - Proceedings).

Research output: Chapter in Book/Entry/Poem › Conference contribution

Alhakeem, S & Varshney, PK 1991, Performance aspects of decentralized detection systems with feedback. in Proceedings - 1991 IEEE International Symposium on Information Theory, ISIT 1991., 695390, IEEE International Symposium on Information Theory - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 334, 1991 IEEE International Symposium on Information Theory, ISIT 1991, Budapest, Hungary, 6/24/91. https://doi.org/10.1109/ISIT.1991.695390

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Performance aspects of decentralized detection systems with feedback

Abstract

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