Bayesian Subspace Identification in the MIMO Case
Fuente:
arXiv
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| Autore principale: | |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866909978855473152 |
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| author | Mesquita, Alexandre Rodrigues |
| author_facet | Mesquita, Alexandre Rodrigues |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2512_24435 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Bayesian Subspace Identification in the MIMO Case Mesquita, Alexandre Rodrigues Systems and Control Applications 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. |
| title | Bayesian Subspace Identification in the MIMO Case |
| topic | Systems and Control Applications |
| url | https://arxiv.org/abs/2512.24435 |