DocumentCode
1436911
Title
Proposal and Development of Arrayed Sole Sensor for Legged Robot and Contact Force Detection Using Neural Networks
Author
Aoyagi, Seiji ; Matsuda, Takashi ; Kong, Tse-Wei ; Ishimaru, Tatsuya ; Suzuki, Masato ; Inoue, Kenji
Author_Institution
Dept. Mech. Eng., Kansai Univ., Suita, Japan
Volume
11
Issue
9
fYear
2011
Firstpage
2048
Lastpage
2056
Abstract
Recently, multilegged walking robots are widely developed. For these robots to walk safely, a sole sensor with high performance is desired. In the present paper, an arrayed type tactile sensor made of flexible silicone rubber, which is based on microelectromechanical systems (MEMS) technology, was developed. This sensor was applied as a sole sensor of a legged mobile robot. By processing the force data from many sensing elements using neural networks, information of contact force, i.e., three-dimensional x, y, and z components of force vector, was able to be detected, which was confirmed by both simulation and experiment.
Keywords
force sensors; legged locomotion; microrobots; neural nets; silicone rubber; tactile sensors; arrayed sole sensor; contact force detection; flexible silicone rubber; legged mobile robot; microelectromechanical systems; multilegged walking robots; neural networks; tactile sensor; Artificial neural networks; Force; Robot sensing systems; Sensor arrays; Stress; Finite-element methods (FEMs); microelectromechanical devices; neural networks; tactile sensors;
fLanguage
English
Journal_Title
Sensors Journal, IEEE
Publisher
ieee
ISSN
1530-437X
Type
jour
DOI
10.1109/JSEN.2011.2109037
Filename
5703098
Link To Document