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A Novel Trust Evaluation Process for Secure Localization Using a Decentralized Blockchain in Wireless Sensor Networks

Authors :
Tai-Hoon Kim
Rekha Goyat
Mritunjay Kumar Rai
Gulshan Kumar
William J. Buchanan
Rahul Saha
Reji Thomas
Source :
IEEE Access, Vol 7, Pp 184133-184144 (2019)
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

In this research paper, blockchain-based trust management model is proposed to enhance trust relationship among beacon nodes and to eradicate malicious nodes in Wireless Sensor Networks (WSNs). This composite trust evaluation involves behavioral-based trust as well as data-based trust. Various metrics such as closeness, honesty, intimacy and frequency of interaction are taken into account to compute behavioral-based trust of beacon nodes. Further, the composite (behavior and data) trust value of each beacon nodes is broadcast to Base Stations (BS) to generate a blockchain of trust values. Subsequently, the management model discards the beacon node with least trust value and that ensures reliability and consistency of localization in WSNs. The simulated results of the proposed algorithm are compared with the existing ones in terms of detection accuracy, False Positive Rate (FPR) and False Negative Rate (FNR) and Average Energy Consumption (AEC).

Details

Language :
English
ISSN :
21693536 and 93897294
Volume :
7
Database :
Directory of Open Access Journals
Journal :
IEEE Access
Publication Type :
Academic Journal
Accession number :
edsdoj.32cc0479ad054a529d456d9389729415
Document Type :
article
Full Text :
https://doi.org/10.1109/ACCESS.2019.2960609