1. 延安大学物理与电子信息学院
2. 陕西省能源大数据智能处理省市共建重点实验室
纸质出版:2021
移动端阅览
刘欣宇, 杨延宁, 卜文嘉, 等. 基于SVM的智能夜灯设计[J]. 传感器与微系统, 2021,(2):98-101.
LIU Xinyu, YANG Yanning, BU Wenjia, et al. Design of intelligent night light based on SVM[J]. 2021, (2): 98-101.
刘欣宇, 杨延宁, 卜文嘉, 等. 基于SVM的智能夜灯设计[J]. 传感器与微系统, 2021,(2):98-101. DOI: 10.13873/J.1000-9787(2021)02-0098-04.
LIU Xinyu, YANG Yanning, BU Wenjia, et al. Design of intelligent night light based on SVM[J]. 2021, (2): 98-101. DOI: 10.13873/J.1000-9787(2021)02-0098-04.
利用MSP430G2553作为主控芯片
通过心率传感器和三轴加速度传感器ADXL362进行数据采集
SMO算法实现SVM模型识别出用户的睡眠状态
利用蓝牙通信将识别出的用户睡眠状态发送给夜灯部分
夜灯处理器MSP430G2553接收数据并结合时钟芯片DS1302的时间数据
控制夜灯的颜色、亮暗以及辅助音乐播放。与传统夜灯相比
灯光的颜色能根据用户的睡眠状态发生改变
黄昏时采用黄绿色灯光使人放松、夜间采用红橙色助眠、早晨采用蓝色让人清醒
并增加了自然光唤醒与音乐唤醒相结合的闹钟模式。实践表明能有效提高用户的睡眠质量。
Using MSP430 G2553 as main control chip
through the heart rate sensor and three-axis acceleration sensor ADXL362
data is collected SMO algorithm is used to realize the SVM model
so as to identify the user’s state of sleeping
use of Bluetooth communication
the identified user sleeping state is sent to night light
night light processor MSP430 G2553 receive data and combining with time data of clock chip DS1302
control color
brightness and auxiliary music playing of night light. Compared with the traditional night light
the color of the light can be changed according to the user’s sleeping state. The yellow-green light is used to make people relax at dusk
the red-orange light is used to help them sleeping at night
and the blue light is used to wake them up in the morning.The alarm mode combining natural light and music wake up mode is added. Practice shows that it can effectively improve the sleeping quality of users.
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