Implementation of Fast Orthogonal Search

This is a course project on Nonlinear Systems: Analysis and Identification (ELEC 841, Queen's University)

Project report and code attached

Run the code: python3 main.py

If you find this material useful, please cite the following publications first authored by Prof. Michael J. Korenberg:

1. Orthogonal approaches to time-series analysis and system identification
   

@article{korenberg1991orthogonal,
  title={Orthogonal approaches to time-series analysis and system identification},
  author={Korenberg, Michael J and Paarmann, Larry D},
  journal={IEEE Signal Processing Magazine},
  volume={8},
  number={3},
  pages={29--43},
  year={1991},
  publisher={IEEE}
}

2. Applications of fast orthogonal search: Time-series analysis and resolution of signals in noise
   

@article{korenberg1989applications,
  title={Applications of fast orthogonal search: Time-series analysis and resolution of signals in noise},
  author={Korenberg, Michael J and Paarmann, Larry D},
  journal={Annals of biomedical engineering},
  volume={17},
  number={3},
  pages={219--231},
  year={1989},
  publisher={Springer}
}