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
Summary
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.
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