JOURNAL ARTICLE

An active artificial whisker array for texture discrimination

Abstract

Whiskers are powerful sensors for robots that are not only useful for basic tasks such as obstacle avoidance, but also have the potential for gathering rich information about objects. We have developed an active multi-whisker array modeled on the rat whisker system which can be amounted on a mobile robot. We show that with this whisker array we can discriminate different textures based on the frequencies elicited by the whiskers. We exploit the phase-locked structure of our data using sensory-motor integration. Two factors enable better discrimination of the textures: firstly, considering several touch events from one whisker; and secondly, combining the information from more than one whisker.

Keywords:
Whisker Whiskers Computer science Exploit Artificial intelligence Robot Obstacle Computer vision Materials science

Metrics

71
Cited By
3.23
FWCI (Field Weighted Citation Impact)
26
Refs
0.91
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Neural dynamics and brain function
Life Sciences →  Neuroscience →  Cognitive Neuroscience
Advanced Memory and Neural Computing
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Neuroscience and Neural Engineering
Life Sciences →  Neuroscience →  Cellular and Molecular Neuroscience

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