Recursive approximation of complex behaviours with IoT-data imperfections

• Main Authors: Bekiroglu, Korkut, Srinivasan, Seshadhri, Png, Ethan, Su, Rong, Lagoa, Constantino
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Adaptability; Distributed Decision Systems
• Online Access: https://hdl.handle.net/10356/145763
• Institution: Nanyang Technological University

This paper presents an approach to recursively estimate the simplest linear model that approximates the time-varying local behaviors from imperfect (noisy and incomplete) measurements in the internet of things (IoT) based distributed decision-making problems. We first show that the problem of findin...