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ASRTG_SA Source Code

Title:

Adaptive Symmetry Reference Trajectory Generation in Shared Autonomy for Active Knee Orthosis

Author:

Rongkai Liu, Tingting Ma, Ningguang Yao, Hao Li, Xinyan Zhao, Yu Wang, Hongqing Pan, Quanjjun Song

Image text


Version Note

Version:V2.1
Update time:1/18/2023
Operating environment:Ubuntu 20.04 LTS / Windows 10
Language:python 3.8


Platform

Linux:

Modify import DSP.build.DSP_Fun as DSP_Fun in pyDSP.py

Win:

Modify import DSP.build.DSP_CPP as DSP_Fun in pyDSP.py

Install Dependency Packages

pip install -r requirements.txt

File Description

  • Folder: DSP
    C++ code for digital signal processing. Designed by simulink and packaged with pybind11.
  • Folder: temp
    The GKL data that was built by the offline demonstration
  • Folder: TestData
    Offline test data for proposed framework.
  • ASRTG_SA.ipynb
    An offline example of the proposed framework, running with jupyter notebook.
  • DataLoader.py
    Offline data loading module.
  • Hopf_Oscillator.py
    Dynamic model of Hopf coupled oscillator
  • ODEs.py
    Numerical calculation of ordinary differential equations.
  • Output_Dynamic_System.py
    pDMP model implementation.
  • pyDSP.py
    Used for the DSP module initialization.

About

Code for the paper “Adaptive Symmetry Reference Trajectory Generation in Shared Autonomy for Active Knee Orthosis” submited to IEEE Robotics and Automation Letters (RA-L).

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