Faculty Publications

iMat:A Non-Intrusive and Low Cost Sleep Posture Estimation Mat

Document Type

Conference

Keywords

capacitance, low-cost, Sleep posture

Journal/Book/Conference Title

2024 16th International Conference on COMmunication Systems and NETworkS, COMSNETS 2024

First Page

98

Last Page

104

Abstract

In this paper, we present sleep posture estimating mat - a specialized piece of technology designed to track and analyse various aspects of a person's sleep patterns during the night. These devices have gained popularity in recent years due to the growing interest in improving sleep quality and understanding sleep-related issues. The presented device makes use of human body capacitance to detect the sleeping position of the subject and gives valuable insights into the sleep patterns of the subject, ultimately helping them make informed lifestyle changes to achieve better sleep quality and overall well-being. It is non-intrusive as well as cost-effective. We successfully demonstrate operation of iMat for three sleep postures - Fetal, Log, and Soldier with an average estimation confidence of 70%.

Department

Department of Computer Science

Original Publication Date

1-1-2024

DOI of published version

10.1109/COMSNETS59351.2024.10426979

Link to Full Text

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