Abstract
Long-term sleep monitoring is essential in many vital health state monitoring applications, including detecting abnormal human behaviour during sleep to support the diagnosis of sleep disorders. Previous approaches to monitoring human behaviour during sleep have relied on inconvenient sensing methods such as wearable devices or intrusive sensing technologies, for example, cameras. This paper explores the potential application of the Thermal Sensor Array (TSA) to monitor human sleep. Humans usually cover their bodies during sleeping, affecting the TSA's ability to sense their infrared radiation. This paper overcomes these challenges by proposing a series of motion-based signal processing rather than processing the human physical appearance in the TSA output. A deterministic approach has been utilised to examine the proposed approach to detect abnormal human movement during sleep.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2022 |
| Publisher | Association for Computing Machinery |
| Pages | 371-375 |
| Number of pages | 5 |
| ISBN (Electronic) | 9781450396318 |
| DOIs | |
| Publication status | Published - 11 Jul 2022 |
| Event | 15th International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2022 - Corfu, Greece Duration: 29 Jun 2022 → 1 Jul 2022 |
Publication series
| Name | ACM International Conference Proceeding Series |
|---|
Conference
| Conference | 15th International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2022 |
|---|---|
| Country/Territory | Greece |
| City | Corfu |
| Period | 29/06/22 → 1/07/22 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- abnormal behaviour detection
- human behaviour monitoring
- human-centred approach
- Sleep monitoring
- thermal sensor array
ASJC Scopus subject areas
- Software
- Human-Computer Interaction
- Computer Vision and Pattern Recognition
- Computer Networks and Communications
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