Nonlinear adaptive algorithms with tensor rank decompositions.
In this work, we develop a theory of adaptive filters whose filtering structure and the corresponding input present some multilinear and/or tensorial relation in their coefficients. Such structures are highly nonlinear, which turns the analysis quite challenging. Nevertheless, we develop techniques...
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| Format: | doctoralThesis |
| Language: | eng |
| Published: |
2021
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| Online Access: | https://doi.org/10.11606/T.3.2021.tde-21032022-113440 |
| Country: | Brazil |
| Oai: | oai:teses.usp.br:tde-21032022-113440 |