Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring
Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring
复制标题
面向老年人的人工智能物联网：从辅助生活到健康监护
DOI：
10.1109/msp.2021.3057298
复制
发表时间：
2021-07-01
影响因子：
14.9
通讯作者：
Schuller, Bjoern W.
中科院分区：
文献类型：
--
作者：
Qian, Kun;Zhang, Zixing;Schuller, Bjoern W.
发达国家和发展中国家的人口老龄化日益普遍，带来了一系列社会挑战和经济负担。特别是，更多的老年人独自呆在家里，而不是与能够照顾他们的人一起生活。因此，辅助生活（AL）和医疗监测（HM）可能是这个以人为中心的人工智能（AI）时代的关键问题。在这种情况下，我们的目标是提供一个全面的审查，总结最先进的作品结合人工智能和物联网（IoT），以帮助老年人生活得更轻松，更好。我们从方法论和应用场景两个方面对范式进行了系统和全面的比较。详细讨论了这些技术的优缺点。然后，我们总结了目前的成就，并指出其局限性。最后，前景非常有前途的未来工作。
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.