WANG Liping, HUANG Jian. Research on novel gesture recognition device based on capacitive sensing[J]. 2020, (8): 100-102. DOI: 10.13873/J.1000-9787(2020)08-0100-03.
基于电容感测的新型手势识别装置
摘要
为有效检测输入的手势信息
采用一种新型电容式传感技术
是一种低功耗、低成本且高分辨率的非接触式感测技术。当不同手势靠近金属板时
会引起金属板对地电容值的变化
FDC2214检测到这种微弱的变化
并将其转换为高达28位二进制数字量输出
用I2C接口输出给微处理器
方便采集处理。由于不同的手势产生的电容值大小不同
输出不同的数值
经过多次训练和机器学习
实现识别不同的手势。测试结果表明:该方法对不同的手势识别率高达99%以上
可用于人机交互设备。
Abstract
In order to effectively detect the input gesture information
a novel capacitive sensing technology is adopted
which is a low power consumption
low-cost and high-resolution non-contact sensing technology. When different gestures close to metal plate
the capacitance value of the metal plate to the ground will change. FDC2214 will detect this weak change and convert it into 28 bit binary digital output
which is output to the microprocessor with I2 C interface for easy acquisition and processing. Because different gestures can produce different capacitance values and output different values
after many training and machine learning
different gestures can be recognized.The test results show that the recognition rate of this method for different gestures is over 99 %
and it can be used in human-computer interaction equipment.