盲文
可穿戴计算机
计算机科学
触觉传感器
计算机硬件
信号处理
阅读(过程)
人工智能
语音识别
计算机视觉
嵌入式系统
数字信号处理
政治学
机器人
操作系统
法学
作者
Mami Tanaka,Kaoru Miyata,Seiji CHONAN
出处
期刊:IEEE-ASME Transactions on Mechatronics
[Institute of Electrical and Electronics Engineers]
日期:2007-08-01
卷期号:12 (4): 430-438
被引量:14
标识
DOI:10.1109/tmech.2007.901923
摘要
This paper is a study on the development of a wearable sensor system for reading Braille. The study is intended to develop a compact tactile sensor system, which uses a polyvinylidene fluoride (PVDF) film for the sensory receptor. The sensor is mounted onto a fingertip and moved over Braille manually to obtain the output. Since the unsteady movements yield variations in the waveforms, a robust recognition system has been developed. In this study, the post processing is introduced into the recognition system for the improvement of the performance. Two different methods of post processing are developed and examined. In the first method, an appropriate letter string is generated by evaluating the connectivity of letters with information on signals. In the second method, the dictionary in which letter strings are recorded is incorporated as the prior knowledge. Finally, both the methods of post processing are combined to enhance the performance. The combined post processing is incorporated to the wearable sensor system, and the performance of the sensor system is evaluated experimentally. The results show that the sensor system is effective to recognize Braille.
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