Visible to the public A Trust Management Based Framework for Fault-Tolerant Barrier Coverage in Sensor Networks

TitleA Trust Management Based Framework for Fault-Tolerant Barrier Coverage in Sensor Networks
Publication TypeConference Paper
Year of Publication2017
AuthorsHe, S., Shu, Y., Cui, X., Wei, C., Chen, J., Shi, Z.
Conference Name2017 IEEE Wireless Communications and Networking Conference (WCNC)
Date Publishedmar
Keywordscollective voting, composability, Correlation, Fault tolerance, Fault tolerant systems, fault-tolerant barrier coverage, fault-tolerant intrusion detection algorithm, faulty sensor recognition, Fuses, HC-SR501 infrared sensor, Intrusion detection, intrusion tolerance, pubcrawl, Resiliency, Robustness, sensor-level detection, Sensors, sink-level decision, spatial sensory output correlation, telecommunication network reliability, telecommunication security, temporal sensory output correlation, TrusDet, trust management-based framework, wireless senor network, Wireless sensor networks
AbstractBarrier coverage has been widely adopted to prevent unauthorized invasion of important areas in sensor networks. As sensors are typically placed outdoors, they are susceptible to getting faulty. Previous works assumed that faulty sensors are easy to recognize, e.g., they may stop functioning or output apparently deviant sensory data. In practice, it is, however, extremely difficult to recognize faulty sensors as well as their invalid output. We, in this paper, propose a novel fault-tolerant intrusion detection algorithm (TrusDet) based on trust management to address this challenging issue. TrusDet comprises of three steps: i) sensor-level detection, ii) sink-level decision by collective voting, and iii) trust management and fault determination. In the Step i) and ii), TrusDet divides the surveillance area into a set of fine- grained subareas and exploits temporal and spatial correlation of sensory output among sensors in different subareas to yield a more accurate and robust performance of barrier coverage. In the Step iii), TrusDet builds a trust management based framework to determine the confidence level of sensors being faulty. We implement TrusDet on HC- SR501 infrared sensors and demonstrate that TrusDet has a desired performance.
DOI10.1109/WCNC.2017.7925559
Citation Keyhe_trust_2017