Indoor noise level measurements and subjective comfort: feasibility of smartphone-based participatory experiments
Carlo Andrea Rozzi, Francesco Frigerio, Luca Balletti, Silvia Mattoni,, Daniele Grasso, Jacopo Fogola

TL;DR
This study demonstrates the feasibility of using citizen-operated smartphones for participatory noise level measurements and subjective comfort assessments in residential environments, highlighting potential for scalable environmental monitoring.
Contribution
It introduces a smartphone-based participatory sensing approach for assessing environmental noise and comfort, emphasizing calibration and methodological improvements for reliable citizen science data collection.
Findings
Correlation between noise levels and comfort ratings
Feasibility of smartphone-based noise measurement
Insights into improving citizen science methods
Abstract
We designed and performed a participatory sensing initiative to explore the reliability and effectiveness of a distributed network of citizen-operated smartphones in evaluating the impact of environmental noise in residential areas. We asked participants to evaluate the comfort of their home environment in different situations and at different times, to select the most and least comfortable states and to measure noise levels with their smartphones. We then correlated comfort ratings with noise measurements and additional contextual information provided by participants. We discuss how to strengthen methods and procedures, particularly regarding the calibration of the devices, in order to make similar citizen-science efforts effective at monitoring environmental noise and planning long-term solutions to human well-being.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
