Design and Analysis of Predictive Sampling of Haptic Signals

@article{Bhardwaj2014DesignAA,
  title={Design and Analysis of Predictive Sampling of Haptic Signals},
  author={Amit Bhardwaj and S. Chaudhuri and O. Dabeer},
  journal={ACM Transactions on Applied Perception (TAP)},
  year={2014},
  volume={11},
  pages={1 - 20}
}
  • Amit Bhardwaj, S. Chaudhuri, O. Dabeer
  • Published 2014
  • Computer Science
  • ACM Transactions on Applied Perception (TAP)
  • In this article, we identify adaptive sampling strategies for haptic signals. Our approach relies on experiments wherein we record the response of several users to haptic stimuli. We then learn different classifiers to predict the user response based on a variety of causal signal features. The classifiers that have good prediction accuracy serve as candidates to be used in adaptive sampling. We compare the resultant adaptive samplers based on their rate-distortion tradeoff using synthetic as… CONTINUE READING
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