A Real-time Intelligent Shoe-keyboard for Computer Input
文献类型：会议论文
| 作者 | Yanbo Tao; Tin Lun Lam; Huihuan Qian; Yangsheng Xu |
| 出版日期 | 2012 |
| 会议名称 | 2012 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO 2012) |
| 会议地点 | 中国 |
| 英文摘要 | The internet and computer are more popular in the world, and the keyboard is the important input for the computer. However, in our society, many disable people cannot type by using keyboard. In order to assist them, we developed a shoe platform which senses the foot motion and use it as the input for the computer. In this system, we used force sensing resistors (FSRs) and a 3-axis accelerometer to detect foot movements. Based on these sensors, we analyzed human foot motions in different positions, and selected those with more comfortable motions when people sitting in front of the computer with a healthy attitude. To reduce the computational cost and power consumption, and enhance the real-time performance, we use the principle component analysis (PCA) for sensor reduction. Through PCA, we selected some important FSRs in this system. Also we compared two classification methods, chose two layer back propagation(BP) networks, to detect the foot movements for typing. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/3903]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | 2012 |
| 推荐引用方式 GB/T 7714 | Yanbo Tao,Tin Lun Lam,Huihuan Qian,et al. A Real-time Intelligent Shoe-keyboard for Computer Input[C]. 见:2012 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO 2012). 中国. |
入库方式： OAI收割
来源：深圳先进技术研究院
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