Study of intelligent home environment system based on big data and improved k-means algorithm
Shaopeng Yu,
Chenyu Liu,
Mingmei Li
Abstract:The Embedded operating system based on STC12C5A MCU is designed to facilitate real-time monitoring and control of the home environment, in order to solve some problems such as low acquisition frequency, poor real-time performance, lack of feedback and adaptation. The Kalman filter and improved k-means algorithm are used to analyze the big data which is processed by BP neural network, and then the most comfortable living environment parameters can be obtained. The independent monitoring mechanism and feedback a… Show more
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