Tai-Hoon Kim
A Novel Trust Evaluation Process for Secure Localization using a Decentralized Blockchain in Wireless Sensor Networks
Kim, Tai-Hoon; Goyat, Rekha; Rai, Mritunjay Kumar; Kumar, Gulshan; Buchanan, William J.; Saha, Rahul; Thomas, Reji
Authors
Rekha Goyat
Mritunjay Kumar Rai
Gulshan Kumar
Prof Bill Buchanan B.Buchanan@napier.ac.uk
Professor
Rahul Saha
Reji Thomas
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).
Citation
Kim, T.-H., Goyat, R., Rai, M. K., Kumar, G., Buchanan, W. J., Saha, R., & Thomas, R. (2019). A Novel Trust Evaluation Process for Secure Localization using a Decentralized Blockchain in Wireless Sensor Networks. IEEE Access, 7, 184133-184144. https://doi.org/10.1109/access.2019.2960609
Journal Article Type | Article |
---|---|
Acceptance Date | Nov 14, 2019 |
Online Publication Date | Dec 1, 2019 |
Publication Date | Dec 18, 2019 |
Deposit Date | Dec 19, 2019 |
Publicly Available Date | Jan 6, 2020 |
Journal | IEEE Access |
Electronic ISSN | 2169-3536 |
Publisher | Institute of Electrical and Electronics Engineers |
Peer Reviewed | Peer Reviewed |
Volume | 7 |
Pages | 184133-184144 |
DOI | https://doi.org/10.1109/access.2019.2960609 |
Keywords | Beacon Node, Blockchain, Localization, Security, Trust |
Public URL | http://researchrepository.napier.ac.uk/Output/2409343 |
Publisher URL | https://ieeexplore.ieee.org/document/8936389 |
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A Novel Trust Evaluation Process for Secure Localization Using a Decentralized Blockchain in Wireless Sensor Networks
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Copyright Statement
This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see http://creativecommons.org/licenses/by/4.0/
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