DocumentCode
2403167
Title
Electro-tactile preference identification using fuzzy logic
Author
Fadali, M. Sami ; Shen, Yantao ; Jafarzadeh, Saeed ; Yi, Jingang
Author_Institution
Dept. of Electr. & Biomed. Eng., Univ. of Nevada, Reno, NV, USA
fYear
2009
fDate
3-6 Sept. 2009
Firstpage
1585
Lastpage
1588
Abstract
Electro-tactile based rehabilitation systems must be capable of self-tuning to suit the tactile preference of different users. However, tactile preference is difficult to assess in practice. We propose a Takagi-Sugeno-Kang (TSK) fuzzy logic modeling and control approach for the on-line assessment of tactile preference. The method relies on real-time measurements of voltage and power absorbed by the fingertip. Our results show that the fuzzy logic approach successfully models user tactile preference. We are currently developing an electro-tactile based Braille display (E-Braille) for assisting the blind and visually impaired (BVI) that exploits our fuzzy model.
Keywords
bioelectric phenomena; eye; fuzzy logic; handicapped aids; patient rehabilitation; power measurement; touch (physiological); voltage measurement; Braille display; E-Braille; Takagi-Sugeno-Kang modeling; blind; control approach; electro-tactile preference identification; fingertip power absorption; fuzzy logic; on-line assessment; real-time measurements; rehabilitation systems; self-tuning; visually impaired; voltage absorption; Electrodes; Fuzzy Logic; Humans; Touch;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location
Minneapolis, MN
ISSN
1557-170X
Print_ISBN
978-1-4244-3296-7
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2009.5334123
Filename
5334123
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