The Proceedings of the Conference on Information, Intelligence and Precision Equipment : IIP
Online ISSN : 2424-3140
2022
Session ID : IIP2R2-G07
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Detection Precision of Tangential Force Direction of CNN Aided Fingernail Color Three-axis Tactile Sensor
*Yandong CHENKeisuke WATABABEHiraku KOMURAMasahiro OHKA
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Abstract

In our previous paper, we reported the three-axis tactile sensor worn by human fingernail to record distinguished person’s manipulation. The tactile sensor is based on fingernail color change caused by applied force. In this study, we examine the sensing precision of tangential force, which is frequently caused by tasks of nursing and ceramic art. In the experiments, 10 human subjects wore the tactile sensor on their index fingertip to vary direction of tangential force from 0° to 360° in 30° increment. Then, CNN learned fingernail image data associated with three-axis force components. As result of this learning, maximum error of tangential force direction was 5°.

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© 2022 The Japan Society of Mechanical Engineers
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