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Sensors 2017, 17(12), 2767; https://doi.org/10.3390/s17122767

A Dependable Localization Algorithm for Survivable Belt-Type Sensor Networks

1
School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China
2
Graduate School, University of International Business and Economics, Beijing 100029, China
3
Department of Information Security Engineering, Soonchunhyang University, Asan-si 31538, Korea
*
Author to whom correspondence should be addressed.
Received: 17 September 2017 / Revised: 20 November 2017 / Accepted: 22 November 2017 / Published: 29 November 2017
(This article belongs to the Special Issue Next Generation Wireless Technologies for Internet of Things)
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Abstract

As the key element, sensor networks are widely investigated by the Internet of Things (IoT) community. When massive numbers of devices are well connected, malicious attackers may deliberately propagate fake position information to confuse the ordinary users and lower the network survivability in belt-type situation. However, most existing positioning solutions only focus on the algorithm accuracy and do not consider any security aspects. In this paper, we propose a comprehensive scheme for node localization protection, which aims to improve the energy-efficient, reliability and accuracy. To handle the unbalanced resource consumption, a node deployment mechanism is presented to satisfy the energy balancing strategy in resource-constrained scenarios. According to cooperation localization theory and network connection property, the parameter estimation model is established. To achieve reliable estimations and eliminate large errors, an improved localization algorithm is created based on modified average hop distances. In order to further improve the algorithms, the node positioning accuracy is enhanced by using the steepest descent method. The experimental simulations illustrate the performance of new scheme can meet the previous targets. The results also demonstrate that it improves the belt-type sensor networks’ survivability, in terms of anti-interference, network energy saving, etc. View Full-Text
Keywords: belt-type sensor networks; security; the hop distance; energy-efficient; connectivity belt-type sensor networks; security; the hop distance; energy-efficient; connectivity
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Zhu, M.; Song, F.; Xu, L.; Seo, J.T.; You, I. A Dependable Localization Algorithm for Survivable Belt-Type Sensor Networks. Sensors 2017, 17, 2767.

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