A hand gestures recognition system for industrial robot control

Tiansong Liu, Y. Shi, Jun Zhang
{"title":"A hand gestures recognition system for industrial robot control","authors":"Tiansong Liu, Y. Shi, Jun Zhang","doi":"10.1117/12.2673362","DOIUrl":null,"url":null,"abstract":"In order to improve the interactivity of industrial robot, this paper has designed a hand gestures recognition system for industrial robot control. The system contains two MPU6050 modules, Arduino Uno, computer and a ABB IRB 120 industry robot. Two MPU6050 modules collects the human hands movement signals which will be transmitted to Arduino Uno to process. The upper computer can receive signals processed and send commands through serial port. Also, the upper computer can send signals which include the robot movement mode parameters , speed parameters , direction parameters and so on to ABB IRB 120.Thus, the movements of the robot can be controlled by the movement of both hands where the prototypes were worn . The experimental results show that the correct rate of gesture recognition of the system higher than is 99% and the system works well, which achieves the expected purpose.","PeriodicalId":176918,"journal":{"name":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","volume":"187 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2nd International Conference on Digital Society and Intelligent Systems (DSInS 2022)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2673362","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

In order to improve the interactivity of industrial robot, this paper has designed a hand gestures recognition system for industrial robot control. The system contains two MPU6050 modules, Arduino Uno, computer and a ABB IRB 120 industry robot. Two MPU6050 modules collects the human hands movement signals which will be transmitted to Arduino Uno to process. The upper computer can receive signals processed and send commands through serial port. Also, the upper computer can send signals which include the robot movement mode parameters , speed parameters , direction parameters and so on to ABB IRB 120.Thus, the movements of the robot can be controlled by the movement of both hands where the prototypes were worn . The experimental results show that the correct rate of gesture recognition of the system higher than is 99% and the system works well, which achieves the expected purpose.
用于工业机器人控制的手势识别系统
为了提高工业机器人的交互性,本文设计了一个用于工业机器人控制的手势识别系统。该系统包含两个MPU6050模块、Arduino Uno、计算机和ABB IRB 120工业机器人。两个MPU6050模块采集人的手部运动信号,将信号传输到Arduino Uno进行处理。上位机通过串口接收处理后的信号并发送命令。上位机还可以向ABB IRB 120发送机器人运动方式参数、速度参数、方向参数等信号。因此,机器人的运动可以通过佩戴原型的双手的运动来控制。实验结果表明,该系统的手势识别正确率高于99%,系统运行良好,达到了预期目的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信