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MATLAB Simulink library for motion estimation and pursuit of rigid bodies

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Visual Pursuit Control Library

A MATLAB library for core VPC simulations and experiments.

Header

It includes the essential code files for Visual Pursuit Control scenarios and a Simulink block library including:

  • a Gaussian Process block
  • a Visual Motion Observer block
  • a virtual camera block
  • core VPC and rigid body motion blocks

Template Simulink files for a quick start are given as well.

VMO GP Block

Key Notes
Fujita Laboratory, The University of Tokyo

Getting started

Clone this repository with all its subdependencies to your local machine:

git clone --recurse-submodules https://github.com/macoska/visual-pursuit-control.git

Check the brief starter guide for how to use this library.

Citation

In case this repository has helped your work/research, please cite the following paper:

@article{JCMSI21VPCGP,
    author  = {Marco Omainska and
               Junya Yamauchi and
               Thomas Beckers and
               Takeshi Hatanaka and
               Sandra Hirche and
               Masayuki Fujita},
    title   = {Gaussian process-based visual pursuit control with unknown target motion learning in three dimensions},
    journal = {SICE Journal of Control, Measurement, and System Integration},
    volume = {14},
    number = {1},
    pages = {116-127},
    year  = {2021},
    publisher = {Taylor & Francis},
    doi = {10.1080/18824889.2021.1936855},
    URL = {https://doi.org/10.1080/18824889.2021.1936855},
    eprint = {https://doi.org/10.1080/18824889.2021.1936855}
}

Contact

In case of questions or possible collaborations, please visit our homepage:

https://www.scl.ipc.i.u-tokyo.ac.jp

Alternatively, you can contact us via e-mail:

Marco Omainska: marcoomainska _at_ g.ecc.u-tokyo.ac.jp