人工智能驱动的智能家居:挑战与机遇

Waleed Abd Elkhalik
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引用次数: 0

摘要

随着基于人工智能的智能家居越来越受欢迎,有必要更好地了解这种新兴技术的好处和挑战。一项关于基于人工智能的智能家居的调查可以为用户需求、采用率、用户满意度、采用障碍和创新机会提供有价值的见解。本研究概述了智能家居发展的前沿文献,重点介绍了人工智能(AI)方法在这一应用领域的应用。我们首先回顾一下人工智能技术和实现人工智能所需的智能家居必需品。然后,我们介绍了人工智能在智能家居中的几种应用,并描述了文学作品中已经出现的最流行的方法。本工作还讨论了智能家居发展的开放性问题(例如,安全和隐私,数据收集和共享,数据分析和延迟)。最后,对今后的研究方向提出了一些有益的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AI-Driven Smart Homes: Challenges and Opportunities
As AI-based smart homes become increasingly popular, there is a need to better understand the benefits and challenges of this emerging technology. A survey on AI-based smart homes can provide valuable insights into user needs, adoption rates, user satisfaction, barriers to adoption, and opportunities for innovation. This research overviews the cutting-edge literature on smart home development with an emphasis on the utilization of artificial intelligence (AI) approaches in this application area. We begin with a review of AI technologies and the smart home necessities needed to implement AI. Then, we introduce several applications of AI for smart homes and describe the most popular approaches already present in literary works. The open Issues (e.g., security and privacy, data collection and sharing, data analytics, and latency) meeting the development of smart homes are also discussed in this work. Finally, the paper suggests some directions for future study that could be fruitful.
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CiteScore
1.70
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