Event detection in wireless sensor networks in random spatial sensors deployments

• Main Authors: ZHANG, Pengfei, NEVAT, Ido, PETERS, Gareth W., XIAO, Gaoxi, TAN, Hwee-Pink
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Binomial point process; event detection; Poisson point process; series expansions; wireless sensor networks; Computer Sciences; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/2819; https://ink.library.smu.edu.sg/context/sis_research/article/3819/viewcontent/Event_detection_in_wireless_sensor_networks_in_random_av.pdf
• Institution: Singapore Management University

We develop a new class of event detection algorithms in Wireless Sensor Networks where the sensors are randomly deployed spatially. We formulate the detection problem as a binary hypothesis testing problem and design the optimal decision rules for two scenarios, namely the Poisson Point Process and...