Exploiting Structure in MIMO Scaled Graph Analysis
Fuente:
arXiv
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| Autores principales: | , , |
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| Formato: | Preprint |
| Publicado: |
2025
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866912326050906112 |
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| author | de Groot, Timo Oomen, Tom Eijnden, Sebastiaan van den |
| author_facet | de Groot, Timo Oomen, Tom Eijnden, Sebastiaan van den |
| contents | Scaled graphs offer a graphical tool for analysis of nonlinear feedback systems. Although recently substantial progress has been made in scaled graph analysis, at present their use in multivariable feedback systems is limited by conservatism. In this paper, we aim to reduce this conservatism by introducing multipliers and exploit system structure in the analysis with scaled graphs. In particular, we use weighted inner products to arrive at a weighted scaled graph and combine this with a commutation property to formulate a stability result for multivariable feedback systems. We present a method for computing the weighted scaled graph of Lur'e systems based on solving sets of linear matrix inequalities, and demonstrate a significant reduction in conservatism through an example. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_10135 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Exploiting Structure in MIMO Scaled Graph Analysis de Groot, Timo Oomen, Tom Eijnden, Sebastiaan van den Systems and Control 93D25, 93C10 Scaled graphs offer a graphical tool for analysis of nonlinear feedback systems. Although recently substantial progress has been made in scaled graph analysis, at present their use in multivariable feedback systems is limited by conservatism. In this paper, we aim to reduce this conservatism by introducing multipliers and exploit system structure in the analysis with scaled graphs. In particular, we use weighted inner products to arrive at a weighted scaled graph and combine this with a commutation property to formulate a stability result for multivariable feedback systems. We present a method for computing the weighted scaled graph of Lur'e systems based on solving sets of linear matrix inequalities, and demonstrate a significant reduction in conservatism through an example. |
| title | Exploiting Structure in MIMO Scaled Graph Analysis |
| topic | Systems and Control 93D25, 93C10 |
| url | https://arxiv.org/abs/2504.10135 |