计算机应用

• 人工智能与仿真 •    下一篇

基于语音控制的四自由度轨迹规划书写机器人系统

张玉琢,郑世珏*,潘 磊   

  1. 华中师范大学 计算机学院,武汉430079
  • 收稿日期:2020-01-02 修回日期:2020-03-31 发布日期:2020-03-31 出版日期:2020-05-13
  • 通讯作者: 郑世珏

Writing robot system with four degree of freedom trajectory planning based on speech control

  • Received:2020-01-02 Revised:2020-03-31 Online:2020-03-31 Published:2020-05-13

摘要: 针对近年来机器人模仿类似人类笔迹的纸笔书写面临的反应速度慢、精度低及交互繁琐的问题,提出并 实现了由4个舵机驱动的四自由度机械臂关节结构,设计了根据书写笔画通过自学习完成的包括舵机编号、角度、动 作运行时间等信息构成的动作代码,实现了机械臂书写的毫米级稳定控制。在此基础上,设计实现了一套基于语音 控制的智能书写机器人系统,即通过语音控制小型机械臂完成文字书写。该系统采用树莓派3B为主控与32路伺服 舵机控制板相结合构成控制平台,实现了语音识别、发音比对纠错、语音文本转换、即时语音书写、书写字体切换、书 写精度控制等模块和功能,系统中精密细小部件利用3DSMAX绘图3D打印制成。系统测试结果表明,所设计系统的 语音平均识别反馈文本时间为2. 36 s,单字平均书写时间为2. 12 s,与一般情况下人手书写速度持平。

关键词: 书写机器人, 语音识别, 语音控制, 四自由度机械臂, 伺服舵机

Abstract: Concerning the problems of slow response,low accuracy,and tedious interaction when robots mimick paper writing similar to human handwriting in recent years,a four-degree-of-freedom robotic arm joint structure driven by 4 servos was proposed and a code including information such as the servo number,angle and motion running time was realized which can control the robot arm in millimeter-level stability. An intelligent writing robot system with speech control was designed and implemented,and a small robotic arm was designed to complete the writing. A Raspberry Pi 3B and a servo control board were combined to form a control module,which realized voice recognition,pronunciation comparison and correction, voice text conversion,instant voice writing,writing font switching,writing accuracy control,etc. Precision small parts in the system were made by 3D printing with 3DSMAX drawing. The system test results show that,the average speech recognition time of the designed system is 2. 36 s and the average writing time of a single character is 2. 12 s,which is comparative with handwriting under normal circumstances.

Key words: writing robot system, speech recognition, speech control, four degree of freedom manipulator, servo actuator

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