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SVM-based system for point-to-point hand movement | IEEE Conference Publication | IEEE Xplore

SVM-based system for point-to-point hand movement


Abstract:

A system for humanoid robot arm movement concerns about generating a human-like point-to-point (p2p) trajectory. For more than a decade, numerous systems have been devise...Show More

Abstract:

A system for humanoid robot arm movement concerns about generating a human-like point-to-point (p2p) trajectory. For more than a decade, numerous systems have been devised and many of them were based on complex dynamical systems. In this paper, we introduce a simpler system, integrating support vector machine (SVM) learning model, which can achieve same p2p objective. In our experiment, we compare our system with another version where SVM model component is absent and show that in many cases, our proposed system outperforms and effective for all experiments.
Date of Conference: 16-18 December 2012
Date Added to IEEE Xplore: 04 February 2013
ISBN Information:
Conference Location: Fukuoka, Japan

References

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