科技创新与应用2023，Vol.13Issue(36)：107-110,4.DOI:10.19981/j.CN23-1581/G3.2023.36.25
基于电容传感器的手势识别装置设计与开发
摘要
Abstract
In response to the differences and instability of gesture action signals,this paper proposes a gesture recognition method based on capacitive sensors and designs a device that can recognize gestures.The device collects and combines gesture signals features,to automatically locates and intercepts effective data of one single gesture.After preprocessing and feature extraction,it achieves real-time recognition of specific gestures,and complete the function of fighting between"1,2,3,4,5"and"Rock,Paper,Scissors"for punching and guessing.Before using the device,different keys are used to control the corresponding boxing and guessing training,and the intercepted data are recorded.After completing the training,the device can adaptively realize the gesture recognition of different people.关键词
电容传感器/手势识别/IIR滤波/Knn比较/聚类分析Key words
capacitive sensor/gesture recognition/IIR filtering/KNN comparison/clustering analysis分类
信息技术与安全科学引用本文复制引用
丁盛,姜华..基于电容传感器的手势识别装置设计与开发[J].科技创新与应用,2023,13(36):107-110,4.基金项目
无锡市"太湖之光"科技攻关(产业前瞻及关键技术研发)项目(G20223059) （产业前瞻及关键技术研发）
