An event-based diffusion LMS strategy

• Main Authors: Wang, Yuan, Tay, Wee Peng, Hu, Wuhua
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2020
• 主題: Engineering::Electrical and electronic engineering; Diffusion Adaptation; Energy-efficiency
• 在線閱讀: https://hdl.handle.net/10356/138201

We consider an event-based communication mechanism for diffusion least mean-squares estimation in a sensor network, in which an intermediate estimate from a sensor is communicated to its neighbors only when a triggering criterion is satisfied. We provide a sufficient condition for the mean error sta...