Distributed Event Detection in Sensor Networks under Random Spatial Deployment

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

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...