辅助生活
计算机科学
医疗保健
物联网
背景(考古学)
互联网
独立生活
工作(物理)
提升(金属加工)
互联网隐私
数据科学
人工智能
老年学
医学
万维网
政治学
工程类
生物
古生物学
机械工程
法学
作者
Kun Qian,Zixing Zhang,Yoshiharu Yamamoto,Björn Schuller
标识
DOI:10.1109/msp.2021.3057298
摘要
An aging population is increasingly prevalent in both developed and developing countries, raising a series of social challenges and economic burdens. In particular, more elderly people are staying alone at home than are living with people who can take care of them. Therefore, assisted living (AL) and health-care monitoring (HM) can be critical issues in this era of human-centered artificial intelligence (AI). In this context, we aim to provide an encompassing review summarizing the state-of-the-art works combining AI and the Internet of Things (IoT) to help the elderly live easier and better. We systematically and comprehensively compare paradigms in terms of methodologies and application scenarios. The pros and cons among these technologies are discussed in detail. Then, we summarize current achievements and indicate their limitations. Finally, perspectives on highly promising future work are presented.
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