A Phone-based Distributed Ambient Temperature Measurement System with An Efficient Label-free Automated Training Strategy

arXiv:2404.10401v1 Announce Type: new
Abstract: Enhancing the energy efficiency of buildings significantly relies on monitoring indoor ambient temperature. The potential limitations of conventional temperature measurement techniques, together with the omnipresence of smartphones, have redirected researchers' attention towards the exploration of phone-based ambient temperature estimation technology. Nevertheless, numerous obstacles remain to be addressed in order to achieve a practical implementation of this technology. This study proposes a distributed phone-based ambient temperature estimation system which enables collaboration between multiple phones to accurately …

abstract ambient arxiv attention automated buildings cs.lg distributed efficiency energy energy efficiency exploration free limitations measurement monitoring phone researchers smartphones strategy technology together training type