DocumentCode
1967880
Title
Can we improve over weber sampling of haptic signals?
Author
Bhardwaj, Arpit ; Dabeer, O. ; Chaudhuri, Swarat
Author_Institution
Dept. of Electr. Eng., IIT Bombay, Mumbai, India
fYear
2013
fDate
10-15 Feb. 2013
Firstpage
1
Lastpage
6
Abstract
In applications such as telesurgery, it is required to transmit haptic signals to a remote location with a delay of at most few milliseconds. To reduce the packet rate and yet retain perceptual quality, adaptive sampling has been explored in the literature. In particular, in earlier work we proposed and analyzed an adaptive sampling scheme based on Weber´s law of perception. In this paper, we explore other possible adaptive sampling candidates. We describe an experimental setup where users are subjected to piecewise constant haptic stimuli to which they can respond with a click. We record the clicks and ask the question: can we identify signal features and classiers to predict the clicks? The answer suggests adaptive sampling schemes that improve over Weber sampling.
Keywords
biomedical communication; haptic interfaces; human computer interaction; medical signal processing; signal classification; signal sampling; surgery; Weber law-of-perception; Weber sampling; adaptive sampling scheme; click prediction; haptic signal transmission; packet rate reduction; piecewise constant haptic stimuli; signal classifier identification; signal feature identification; telesurgery; Accuracy; Error analysis; Force; Haptic interfaces; Histograms; Linear regression; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory and Applications Workshop (ITA), 2013
Conference_Location
San Diego, CA
Print_ISBN
978-1-4673-4648-1
Type
conf
DOI
10.1109/ITA.2013.6502929
Filename
6502929
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