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
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;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2011.2109037