Distributed Event-Triggered Estimation Over Sensor Networks: A Survey

• Published in: IEEE transactions on cybernetics Vol. 50; no. 3; pp. 1306 - 1320
• Main Authors: Ge, Xiaohua, Han, Qing-Long, Zhang, Xian-Ming, Ding, Lei, Yang, Fuwen
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.03.2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Attack detection; Bandwidths; communication constraint; Constraints; distributed estimation; Estimation; event-triggered mechanism; Germanium; Information processing; islanding detection; Monitoring; Monitoring systems; Power consumption; Reliability; secure estimation; sensor networks; Sensors; set-membership filtering; Smart grids; target tracking; Tracking; Tracking systems

An event-triggered mechanism is of great efficiency in reducing unnecessary sensor samplings/transmissions and, thus, resource consumption such as sensor power and network bandwidth, which makes distributed event-triggered estimation a promising resource-aware solution for sensor network-based monit...