Journal ArticleDOI
Intrusion Detection at International Borders and Large Military Barracks with Multi-sink Wireless Sensor Networks: An Energy Efficient Solution
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An energy efficient solution for detecting intrusions through unmanned borders and other sensitive places with prolonged network lifetime is proposed using two routing schemes: KPS and Loop Free (LF)-KPS and the effect of looping on the lifetime of the deployed network is shown.Abstract:
Wireless Sensor Networks have profound applications in military systems. Intrusion at unmanned borders and at other sensitive places may be tracked using sensor networks. However, the domain of military applications could imply hostile environment and thus monitoring of the nodes of the deployed WSN could be practically impossible. It is thus required that the deployed WSN ensures low energy consumption to give a high network life such that the cost of deployment may be suitably amortized. In this paper we propose an energy efficient solution for detecting intrusions through unmanned borders and other sensitive places with prolonged network lifetime using two routing schemes: KPS and Loop Free (LF)-KPS. We have compared these two schemes with LEACH and TEEN, and have shown how data transfer through KPS and LF-KPS protocols would ensure an enhanced lifetime for the deployed network. At the end we have also shown the effect of looping on the lifetime of the deployed network.read more
Citations
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Journal ArticleDOI
QoS provisioning-based routing protocols using multiple data sink in IoT-based WSN
TL;DR: QoS provisioning-based routing protocols are proposed that use multiple data sinks in WSN-based IoT and the simulation results obtained confirm the superiority of the proposed protocols over the state-of-the-art protocols.
Journal ArticleDOI
A Gaussian process regression approach to predict the k-barrier coverage probability for intrusion detection in wireless sensor networks
TL;DR: In this paper, a machine learning approach based on Gaussian Process Regression (GPR) model is proposed for fast detection and prevention of any intrusion in WSNs, which aims to achieve high-end performance from the WSN.
Journal ArticleDOI
A review on rendezvous based data acquisition methods in wireless sensor networks with mobile sink
TL;DR: A taxonomy of rendezvous based data acquisition methods is presented along with the design goals and associated designing requirements and a phase-wise comprehensive overview of these methods is provided which clearly unfold the way of resolving the targeted issue.
Journal ArticleDOI
Energy Efficient Gravitational Search Algorithm and Fuzzy Based Clustering With Hop Count Based Routing For Wireless Sensor Network
TL;DR: The Energy efficient Gravitational search algorithm (GSA) and Fuzzy based clustering with Hop count based routing for WSN is presented and results show that the performance of the proposed approach is superior to the existing work in terms of delivery ratio and energy efficiency.
Journal ArticleDOI
Towards Network Lifetime Enhancement of Resource Constrained IoT Devices in Heterogeneous Wireless Sensor Networks.
TL;DR: A robust clustering mechanism for energy optimization in heterogeneous WSNs by employing the multi criteria decision making technique named as Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) which allows the child nodes to select the optimal CH among several potential CH candidates.
References
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Journal ArticleDOI
An application-specific protocol architecture for wireless microsensor networks
TL;DR: This work develops and analyzes low-energy adaptive clustering hierarchy (LEACH), a protocol architecture for microsensor networks that combines the ideas of energy-efficient cluster-based routing and media access together with application-specific data aggregation to achieve good performance in terms of system lifetime, latency, and application-perceived quality.
Proceedings ArticleDOI
Energy conserving routing in wireless ad-hoc networks
TL;DR: An ad-hoc network of wireless static nodes is considered as it arises in a rapidly deployed, sensor-based, monitoring system and algorithms to select the routes and the corresponding power levels such that the time until the batteries of the nodes drain-out is maximized are proposed.
Proceedings ArticleDOI
Energy efficient schemes for wireless sensor networks with multiple mobile base stations
TL;DR: Based on the simulation results, it is shown that employing multiple, mobile base stations in accordance with the solution given by the schemes would significantly increase the lifetime of the sensor network.
Proceedings ArticleDOI
Low-power wireless sensor networks
Rex Min,M. Bhardwaj,SeongHwan Cho,Eugene Shih,A. Sinha,Andrew H.-J. Wang,Anantha P. Chandrakasan +6 more
TL;DR: An overview of the key technologies required for low-energy distributed microsensors include power aware computation/communication component technology, low- energy signaling and networking, system partitioning based on computation and communication tradeoffs, and a power aware software infrastructure is presented.
Proceedings Article
A survey of military applications of wireless sensor networks
Durisic,Tafa,Dimic,Milutinovic +3 more
TL;DR: An overview of defense related applications of wireless sensor networks (WSNs) is presented, according to operation scenarios and sensor types, and key classes are described.