A Small-Scale, Rat-Inspired Whisker Sensor for the Perception of a Biomimetic Robot: Design, Fabrication, Modeling, and Experimental Characterization

被引:0
|
作者
Zhang, Yulai [1 ,2 ]
Yan, Shurui [3 ,4 ]
Wei, Zihou [3 ]
Chen, Xuechao [3 ]
Fukuda, Toshio [3 ]
Shi, Qing [3 ,4 ]
机构
[1] Beijing Institute of Technology, School of Medical Technology, Beijing, China
[2] Beijing Institute of Technology, Ministry of Education, Key Laboratory of Biomimetic Robots and Systems, Beijing,100081, China
[3] Beijing Institute of Technology, Intelligent Robotics Institute, School of Mechatronical Engineering, Beijing,100081, China
[4] Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing,314003, China
来源
IEEE Robotics and Automation Magazine | 2022年 / 29卷 / 04期
关键词
Bio-mimetic robot - Biomimetic robotics - Euler Bernoulli beams - Experimental characterization - Performance - Robot designs - Siliconon-insulator technology (SOI) - Small scale - Support vector machines algorithms - Tactile perception;
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学科分类号
摘要
In this article, we present a rat-inspired whisker sensor for a biomimetic robotic rat and demonstrate its superior tactile perception performance. In particular, the design, fabrication, modeling, and experimental characterization are presented. The sensor is fabricated using silicon-on-insulator (SOI) technology. Moreover, by modeling the whisker as a Euler-Bernoulli beam (EBB) using a support vector machine (SVM) algorithm, we develop the sensor's capability to identify object features. An experimental evaluation demonstrates the sensor's outstanding texture discrimination ability (with an accuracy of 88.3%) and excellent performance on contour reconstruction [with a 97.14% goodness of fit (GOF)]. In addition, by realizing the robotic rat's wall-following motion using the whisker sensor, many more features of a wall can be obtained with high accuracy. As a result, this work is, to the best of our knowledge, the first to achieve experimental progress in using a whisker sensor to control a small-scale robot on the order of a few tens of centimeters. Moreover, the whisker sensor extends this off-the-shelf SOI technology from micro to macro environments, giving it the potential for use in other miniature robots for tactile perception. © 1994-2011 IEEE.
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页码:115 / 126
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