Voice operated home automation system based on Kinect sensor

K. Rathnayake, S. A. I. P. Diddeniya, W. Wanniarachchi, W. H. K. P. Nanayakkara, H. Gunasinghe
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引用次数: 20

Abstract

Control of home appliances using smart technologies which is also known as home automation is a popular (industrial) research area. Many of these systems use remote controlling such as IR sensing, networking, Arduino programing etc. whereas our system uses voice controlling. Proposed system is designed to enable centralize controlling over distant household appliances. In this prototype, we built an interface demonstrating voice control using Kinect V2 as voice receiver and trained a computer system to identify set of voice commands. Then a circuit was constructed using Arduino and light bulbs that mimics actual appliances. We measured accuracy of our system. It is more than 95% when the distance between user and Kinect sensor is 4 m and when there is about 53 dB noise. Hence, the proposed method can be efficiently used with a Kinect V2 for voice controlling.
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基于Kinect传感器的语音操作家庭自动化系统
使用智能技术控制家用电器,也称为家庭自动化,是一个流行的(工业)研究领域。许多这些系统使用远程控制,如红外传感,网络,Arduino编程等,而我们的系统使用语音控制。该系统旨在实现对远程家用电器的集中控制。在这个原型中,我们使用Kinect V2作为语音接收器构建了一个演示语音控制的界面,并训练了一个计算机系统来识别一组语音命令。然后用Arduino和灯泡构建了一个电路,模仿实际的电器。我们测量了系统的精度。当用户与Kinect传感器距离为4米,噪声约为53 dB时,识别率可达95%以上。因此,所提出的方法可以有效地与Kinect V2一起用于语音控制。
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