Systematic Review of Sleep Monitoring Systems for Babies: Research Issues, Current Status, and Future Challenges

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Neda Khan, Duaa Zuhair Al-Hamid, Peter H. J. Chong, Farhaan Mirza, Arun Kumar
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Abstract

Recently, baby healthcare monitoring systems have emerged as a key research area. However, numerous research studies have been conducted on babies and their state of either awakening or sleeping. But there is a lack of comprehensive and systematic review in this area of research. The existing research considers mostly the children’s monitoring vital health parameters, in turn, giving relaxation to the parents in caring of their babies. Still, the fundamental practical issues related to daily life are missing. As a result, the safety of babies against suffocation and falling hazards for employed parents or mothers involved in the workforce has been overlooked. Only a few studies exist that cover the age range of 0 months to 4 years, with further focus on the age range of 6 months to 4 years. In response to these gaps in previous research and existing technologies, this review work proposes a vision for a baby safety system that utilizes various sensors and technologies like machine learning and image processing to ensure a safer environment for babies.

Abstract Image

婴儿睡眠监测系统的系统回顾:研究问题、现状和未来挑战
最近,婴儿健康监护系统已成为一个重要的研究领域。然而,针对婴儿及其觉醒或睡眠状态已开展了大量研究。但在这一研究领域还缺乏全面系统的综述。现有的研究主要考虑的是对儿童重要健康参数的监测,这反过来又为父母照顾婴儿提供了便利。然而,与日常生活相关的基本实际问题仍然缺失。因此,在职父母或参加工作的母亲在婴儿窒息和坠落危险方面的安全问题就被忽视了。目前只有少数研究涉及 0 个月至 4 岁的婴儿,并进一步关注 6 个月至 4 岁的婴儿。针对以往研究和现有技术中存在的这些不足,本综述提出了婴儿安全系统的愿景,即利用各种传感器以及机器学习和图像处理等技术,确保为婴儿提供更安全的环境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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