NDLI: Distributed Signal Detection under the Neyman-Pearson Criterion (2001)

Please wait, while we are loading the content...

Distributed Signal Detection under the Neyman-Pearson Criterion (2001)

Content Provider	CiteSeerX
Author	Yan, Qing Blum, Rick S.
Abstract	A procedure for finding the Neyman-Pearson optimum distributed sensor detectors for cases with statistically dependent observations is described. This is the first valid procedure we have seen for this case. This procedure is based on a Theorem proven in this paper. These results clarify and correct a number of possibly misleading discussions in the existing literature. Cases with networks of sensors in fairly general configurations are considered along with cases where the sensor detectors make multiple bit sensor decisions. Keywords: Neyman-Pearson criterion, multisensor, correlated observations. This paper is based on work supported by the Office of Naval Research under Grant No. N00014-97-10774 and by the National Science Foundation under Grant No. MIP-9703730 1 1 Introduction Consider the design of an N-sensor distributed detection scheme, which is to decide between a simple signal-present alternative hypothesis H 1 and a simple null hypothesis H 0 . Each sensor has an associ...
File Format	PDF
Volume Number	47
Journal	IEEE Transactions on Information Theory
Language	English
Publisher Date	2001-01-01
Access Restriction	Open
Subject Keyword	Neyman-pearson Criterion Signal Detection Sensor Detector Simple Null Hypothesis First Valid Procedure Neyman-pearson Optimum Multiple Bit Sensor Decision Dependent Observation General Configuration N-sensor Distributed Detection Scheme Theorem Proven Naval Research National Science Foundation Simple Signal-present Alternative Hypothesis Existing Literature
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in