Design and Analysis of Predictive Sampling of Haptic Signals

  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)},
  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
    8 Citations
    Estimation of resolvability of user response in kinesthetic perception of jump discontinuities
    • 3
    HoIP: Haptics over Internet Protocol
    • 9
    • PDF
    Toward Haptic Communications Over the 5G Tactile Internet
    • 85
    • PDF
    Haptic Codecs for the Tactile Internet
    • 29
    • PDF
    HoIP: A point-to-point haptic data communication protocol and its evaluation
    • 10
    • PDF
    Task Dependence of Perceptual Deadzone