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

被引:73
作者
Kim, Tai-Hoon [1 ]
Goyat, Rekha [2 ]
Rai, Mritunjay Kumar [2 ]
Kumar, Gulshan [3 ,5 ]
Buchanan, William J. [4 ]
Saha, Rahul [3 ,5 ]
Thomas, Reji [5 ,6 ]
机构
[1] Beijing Jiaotong Univ, Sch Econ & Management, Beijing 100044, Peoples R China
[2] Lovely Profess Univ, Sch Elect & Elect Engn, Phagwara 144411, India
[3] Lovely Profess Univ, Sch Comp Sci & Engn, Phagwara 144411, India
[4] Edinburgh Napier Univ, Blockpass Id Lab, Edinburgh EH10 5DT, Midlothian, Scotland
[5] Lovely Profess Univ, Div Res & Dev, Phagwara 144411, India
[6] Lovely Profess Univ, Sch Chem Engn & Phys Sci, Phagwara 144411, India
关键词
Beacon nodes; blockchain; localization; security; trust; WORMHOLE ATTACK;
D O I
10.1109/ACCESS.2019.2960609
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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).
引用
收藏
页码:184133 / 184144
页数:12
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