@inproceedings{e2840a96ab974fc0b5282acf0f457572,
title = "A Sensor Platform for Non-invasive Remote Monitoring of Older Adults in Real Time",
abstract = "The population of older adults is increasing across the globe; this growth is predicted to continue into the future. Most older adults prefer to live in their own home, but many live alone without immediate support. Living longer is often coupled with health and social problems and difficulty managing daily activities. Therefore, some level of care is required, but this is costly. Technological solutions may help to mitigate these problems by recognising subtle changes early and intervening before problems become unmanageable. Understanding a person{\textquoteright}s usual behaviour when carrying out Activities of Daily Living (ADL) makes it possible to detect and respond to anomalies. However, current commercial and research monitoring systems do not offer an analysis of ADL and are unable to detect subtle changes. To address this gap, we propose the STRETCH (Socio-Technical Resilience for Enhancing Targeted Community Healthcare) sensor platform that is comprised of non-invasive sensors and machine learning techniques to recognise changes and allow early interventions. The paper discusses design principles, modalities, system architecture, and sensor network architecture.",
keywords = "Ambient assisted living, eHealth, Older people care, Sensor platform, Smart house",
author = "Mohamed Bennasar and Ciaran McCormick and Blaine Price and Daniel Gooch and Avelie Stuart and Vikram Mehta and Linda Clare and Amel Bennaceur and Jessica Cohen and Arosha Bandara and Mark Levine and Bashar Nuseibeh",
note = "Publisher Copyright: {\textcopyright} 2019, Springer Nature Singapore Pte Ltd.; KES International conferences on Innovation in Medicine and Healthcare, KES-InMed 2019 and Intelligent Interactive Multimedia Systems and Services, KES-IIMSS 2019 ; Conference date: 17-06-2019 Through 19-06-2019",
year = "2019",
doi = "10.1007/978-981-13-8566-7\_12",
language = "English",
isbn = "9789811385650",
series = "Smart Innovation, Systems and Technologies",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "125--135",
editor = "Yen-Wei Chen and Howlett, \{Robert J.\} and Alfred Zimmermann and Jain, \{Lakhmi C.\}",
booktitle = "Innovation in Medicine and Healthcare Systems, and Multimedia - Proceedings of KES-InMed 2019 and KES-IIMSS 2019 Conferences",
}