RBATMWSN: Recursive Bayesian Approach to Trust Management in Wireless Sensor Networks

Author

Momani, Mohammad ; Aboura, Khalid ; Challa, Subhash

Author_Institution

Univ. of Technol., Sydney

fYear

2007

fDate

3-6 Dec. 2007

Firstpage

347

Lastpage

352

Abstract

This paper introduces a new trust model and a reputation system for wireless sensor networks based on a sensed continuous data. It establishes the continuous version of the beta reputation system and applied to binary events and presents a new Gaussian reputation system for sensor networks (GRSSN) . We introduce a theoretically sound Bayesian probabilistic approach for mixing second-hand information from neighbouring nodes with directly observed information.

Keywords

Bayes methods; telecommunication network management; wireless sensor networks; Bayesian probabilistic approach; Gaussian reputation system for sensor networks; RBATMWSN; binary events; directly observed information; recursive Bayesian approach; second-hand information; trust management; wireless sensor networks; Acoustic sensors; Bayesian methods; Data engineering; Engineering management; Internet; Monitoring; Peer to peer computing; Sensor systems; Technology management; Wireless sensor networks;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Sensors, Sensor Networks and Information, 2007. ISSNIP 2007. 3rd International Conference on

Conference_Location

Melbourne, Qld.

Print_ISBN

978-1-4244-1501-4

Electronic_ISBN

978-1-4244-1502-1

Type

conf

DOI

10.1109/ISSNIP.2007.4496868

Filename

4496868