Abstract

Haptic Assisted Teleoperation Based on Virtual Fixture and Dynamic Modelling

Highlights

  • IntroductionIf the dynamic model can perfectly describe the real environment, human operators can perceive the virtual contact force directly in the virtual environment (VE) during manipulation

  • A new local implicit surface-based virtual fixture for the point cloud virtual environment (PCVE) was proposed with both forbidden region virtual fixtures (FRVFs) and guidance virtual fixtures (GVFs) to be applied for operators during robot manipulation in an unstructured environment

  • The proposed method was compared with the block-wise sliding least squares (BSLS) and the exponentially weighted recursive least squares (EWRLS) methods in terms of the accuracy in estimating force and convergence speed in tracking change, respectively

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Summary

Introduction

If the dynamic model can perfectly describe the real environment, human operators can perceive the virtual contact force directly in the VE during manipulation. A new local implicit surface-based virtual fixture for the point cloud virtual environment (PCVE) was proposed with both FRVFs and GVFs to be applied for operators during robot manipulation in an unstructured environment. The main contributions of this work are: [1] to implement a methodology for building a PCVE with both FRVFs and GVFs in the PCVE; [2] to propose a novel GVF construction method based on a robot-centered potential force field model in the PCVE; and [3] to realize a new parameter estimation method that considers the prediction error in dynamic modelling.

System Overview
PCVE reconstruction with marker-based coordinate registration
Point-set implicit surface definition
Attractive force field
Repulsive force field
Virtual Contact Based on Dynamic Modelling
System setup
Evaluation of task implementation
User study
Evaluation of dynamic modelling method
Conclusions
Full Text
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