High-Speed Tactile Sensing for Array-Type Tactile Sensor and Object Manipulation Based on Tactile Information
Wataru Fukui, Futoshi Kobayashi, Fumio Kojima, Hiroyuki Nakamoto, Nobuaki Imamura, Tadashi Maeda, Hidenori Shirasawa
- Year
- 2011
- Citations
- 15
- Access
- Open access
Abstract
We have developed a universal robot hand with tactile and other sensors. An array-type tactile sensor is crucial for dexterous manipulation of objects using a robotic hand, since this sensor can measure the pressure distribution on finger pads. The sensor has a very high resolution, and the shape of a grasped object can be classified by using this sensor. The more the number of measurement points provided, the higher the accuracy of the classification, but with a corresponding lengthening of the measurement cycle. In this paper, the problem of slow response time is resolved by using software for an array-type tactile sensor with high resolution that emulates the human sensor system. The validity of the proposed method is demonstrated through experiments.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002