Bayesian filtering for building occupancy estimation from carbon dioxide concentration

• Main Authors: Jiang, Chaoyang, Chen, Zhenghua, Su, Rong, Masood, Mustafa Khalid, Soh, Yeng Chai
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Bayesian Filtering; Inhomogeneous Markov Model
• Online Access: https://hdl.handle.net/10356/159609
• Institution: Nanyang Technological University

This paper proposes a new framework based on Bayesian filtering for building occupancy estimation from the observation of carbon dioxide concentration. The proposed framework can fuse a statistical model and an observation model for better occupancy estimation. The statistical model can capture the...