https://github.com/rodrigo-romano/moli
Repository with MIMO data-driven modeling algorithms
https://github.com/rodrigo-romano/moli
data-driven-model dynamic-systems
Last synced: 22 days ago
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Repository with MIMO data-driven modeling algorithms
- Host: GitHub
- URL: https://github.com/rodrigo-romano/moli
- Owner: rodrigo-romano
- Created: 2015-02-20T19:32:23.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2020-08-13T19:28:48.000Z (almost 6 years ago)
- Last Synced: 2023-02-28T05:35:51.657Z (over 3 years ago)
- Topics: data-driven-model, dynamic-systems
- Language: MATLAB
- Homepage:
- Size: 214 KB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# MOLI
This repository has data-driven modeling algorithms based on the Matchable-Observable Linear Identification (MOLI) approach.
For details on the method, refer to
- https://ieeexplore.ieee.org/document/7552434 (General concept)
- https://ieeexplore.ieee.org/document/7962944 (Continuous-time model version)
- https://ieeexplore.ieee.org/document/7587915 (Recursive estimation version)
The extension to Linear-parameter varying systems (LPV) is approched in
- https://ieeexplore.ieee.org/document/7526668
- https://ieeexplore.ieee.org/document/8264342
Fell free to use the algorithms. I hope to make all the algorithm versions (i.e., recursive, LPV) available soon. We just ask you to give the credits of algorithms used by citing us. Any comments about the algorithms or eventual issues report are more than welcome. Enjoy!