Gaussian Progress Regression and Stochastic Process Control for monitoring data
[Python]
- open the file in Jupyter Notebook or Vscode and run the code
- the file will load data from '.mat' files
- results will be printed out and visualized
[C]
- check the instructions at the beginning of the code
- note to install dependencies
- some results will be output to files
- visualization is done by python script 'visualization.ipynb', so complie GPRSPC.c and run the executable first and use 'visualization.ipynb' to checkout the results
[Implementation_Arduino] serving as the transition from theory development to Xnode
device:
- Arduino Uno R3/R4
- Ethernet Shield W5100 (to use its SD card module)