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
    BibTeX
    @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
    BibTeX
    @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}
    }

GitHub

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