Application of Natural Language Processing and IoTCloud in Smart Homes

Shubham Kumar, S. Benedict, Srilakshmi Ajith
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引用次数: 6

Abstract

Internet of Things (IoT) based systems, most predominantly, the machine to machine communication based systems, have evolved in the recent past which helped to increase the efficiency of services offered without much necessity of human interaction. In general, IoT cloud-assisted solutions could serve several applications, including the Smart Home Automation, due to the availability of high-speed mobile networks coupled with cost effective, accessible and fast embedded hardware. In fact, there exists a few smart home solutions in the market that aim at automating the basic operations of home appliances. However, most of these systems focus on mimicking the basic operations of the electrical switches. This paper attempts to unfold a Smart Home Automation system using Natural Language Processing (NLP) and IoT cloud solutions. The proposed system was able to remotely control smart homes in a secure and in a customized manner; the approach could precisely monitor home devices with the application of GoogleAPI for integrating devices. Experiments were carried out at the IoT Cloud research lab of IIIT Kottayam such that a mini-Smart Home environment was setup to remotely control the sensors such as humidity and temperatures of Smart Homes. The paper described a method to create an end user product using 3D modeling and 3D printing facilities. In addition, the paper has unfolded the state-of-the-art research works carried out in the field of smart home automation using NLPs.
自然语言处理和物联网云在智能家居中的应用
基于物联网(IoT)的系统,最主要的是基于机器对机器通信的系统,在最近的过去已经发展起来,这有助于提高所提供服务的效率,而不需要太多的人工交互。一般来说,物联网云辅助解决方案可以服务于多种应用,包括智能家居自动化,因为高速移动网络的可用性加上成本效益高、可访问和快速的嵌入式硬件。事实上,市场上存在一些智能家居解决方案,旨在使家电的基本操作自动化。然而,这些系统大多侧重于模拟电气开关的基本操作。本文试图展示一个使用自然语言处理(NLP)和物联网云解决方案的智能家居自动化系统。所提出的系统能够以安全和定制的方式远程控制智能家居;该方法可以通过应用GoogleAPI集成设备,实现对家庭设备的精确监控。在印度理工学院Kottayam物联网云研究实验室进行了实验,建立了一个微型智能家居环境,远程控制智能家居的湿度和温度等传感器。本文描述了一种使用3D建模和3D打印设备创建最终用户产品的方法。此外,本文还展示了使用nlp在智能家居自动化领域开展的最新研究工作。
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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