DocumentCode
309389
Title
A new robot finger force sensor using neural network
Author
Kuribayashi, Katsutoshi ; Shimizu, Seiji ; Yuzawa, Takashi ; Taniguchi, Takao
Author_Institution
Fac. of Eng., Yamaguchi Univ., Japan
Volume
1
fYear
1993
fDate
26-30 Jul 1993
Firstpage
217
Abstract
The robot finger force sensor needs tobe designed small in order to fit it in the top part of the robot finger. However, because the finger force sensor of small size has little possibility to be designed as complex structure, it is difficult to produce non-interacting signals from the sensor. In this paper, a trial production of the simple structure of a robot finger force sensor using a capacitance detector is described. Besides, a neural nework was used for processing interacting signals. Then, though there are a series interactions between each signal of output voltages and nonlinearity in this sensor, it is shown that the sensor acted effectivety as a robot finger force sensor. In addition, as compared with a conventional method using as inverse matrix, this new method is more accurate
Keywords
neural nets; capacitance detector; interacting signals; inverse matrix; neural network; robot finger force sensor; Capacitance; Detectors; Fingers; Force sensors; Neural networks; Production; Robot sensing systems; Signal design; Signal processing; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems '93, IROS '93. Proceedings of the 1993 IEEE/RSJ International Conference on
Conference_Location
Yokohama
Print_ISBN
0-7803-0823-9
Type
conf
DOI
10.1109/IROS.1993.583101
Filename
583101
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