Distributed Event Detection in Sensor Networks under Random Spatial Deployment

• Main Authors: P. Zhang, G. Peters, I. Nevat, G. Xiao, TAN, Hwee-Pink
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Event detection; Finite Binomial Point Process; Gram-Charlier series expansion; Sensor networks; Digital Communications and Networking
• Online Access: https://ink.library.smu.edu.sg/sis_research/2942; https://ink.library.smu.edu.sg/context/sis_research/article/3942/viewcontent/milcom2014.pdf
• Institution: Singapore Management University

We present a novel event detection algorithm in sensor networks for the case where the sensors are randomly deployed in space. In particular we consider a random sensors deployment according to a Homogeneous Finite Binomial Point Process. We first derive the optimal event detection decision rule. We...