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Bayesian Subspace Identification in the MIMO Case

Published: December 30, 2025 | arXiv ID: 2512.24435v1

By: Alexandre Rodrigues Mesquita

This report investigates the extension of the Bayesian Subspace System Identification method proposed in our previous work to the Multiple-Input Multiple-Output (MIMO) case. We derive new equivariant priors and posterior distributions specifically suited for the MIMO framework. Numerical results utilizing the DAISY dataset are reported to validate the approach.

Category
Electrical Engineering and Systems Science:
Systems and Control