NDLI: Managing deceitful reports with the transferable belief model

Content Provider	IEEE Xplore Digital Library
Author	Smets, P.
Copyright Year	2005
Description	Author affiliation: IRIDIA, Univ. Libre de Bruxelles, Belgium (Smets, P.)
Abstract	Suppose a deceiver interacts with the communication channel between a sensor and its end user. The deceiver is a liar, and tells systematically the false. So when he/she says that the measurement is in A, it means it is not in A. If the end user knew the deceiver is active, it could be easy to rebuilt truth. In practice, all the end user knows it that 'maybe' the deceiver is active. Representing such a complex situation within the transferable belief model (TBM) is quite straightforward thanks to the concept of the negation of a belief function. If m/sup /spl Omega// is basic belief assignment define on /spl Omega/, its negation m~/sup /spl Omega// is a basic belief assignment whose masses satisfy: for all A/spl sube//spl Omega/, m~/sup /spl Omega//(A)=m/sup /spl Omega//(A~) where A~ is the complement of A relative to /spl Omega/. Mathematically this negation allows to build a De Morgan algebra when using the conjunctive and disjunctive combination rules as defined within the TBM framework. We illustrate how this concept of negation can be used to manage possibly deceitful sensor reports. For multisensor data fusion systems, it is also possible to assess which of the sensor reports might be deceitful.
File Size	1552489
File Format	PDF
ISBN	0780392868
DOI	10.1109/ICIF.2005.1591953
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2005-07-25
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Object detection Communication channels Algebra Sensor fusion Sensor systems Remote sensing Decoding belief function negation Deceiver lying sensor TBM
Content Type	Text
Resource Type	Article

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