Sufficient Conditions for Detectability of Approximately Discretized Nonlinear Systems
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arXiv
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| Auteurs principaux: | , , , |
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| Format: | Preprint |
| Publié: |
2025
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| _version_ | 1866908376417435648 |
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| author | Siriya, Seth Schiller, Julian D. Lopez, Victor G. Müller, Matthias A. |
| author_facet | Siriya, Seth Schiller, Julian D. Lopez, Victor G. Müller, Matthias A. |
| contents | In many sampled-data applications, observers are designed based on approximately discretized models of continuous-time systems, where usually only the discretized system is analyzed in terms of its detectability. In this paper, we show that if the continuous-time system satisfies certain linear matrix inequality (LMI) conditions, and the sampling period of the discretization scheme is sufficiently small, then the whole family of discretized systems (parameterized by the sampling period) satisfies analogous discrete-time LMI conditions that imply detectability. Our results are applicable to general discretization schemes, as long as they produce approximate models whose linearizations are in some sense consistent with the linearizations of the continuous-time ones. We explicitly show that the Euler and second-order Runge-Kutta methods satisfy this condition. A batch-reactor system example is provided to highlight the usefulness of our results from a practical perspective. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2505_17857 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Sufficient Conditions for Detectability of Approximately Discretized Nonlinear Systems Siriya, Seth Schiller, Julian D. Lopez, Victor G. Müller, Matthias A. Systems and Control Optimization and Control In many sampled-data applications, observers are designed based on approximately discretized models of continuous-time systems, where usually only the discretized system is analyzed in terms of its detectability. In this paper, we show that if the continuous-time system satisfies certain linear matrix inequality (LMI) conditions, and the sampling period of the discretization scheme is sufficiently small, then the whole family of discretized systems (parameterized by the sampling period) satisfies analogous discrete-time LMI conditions that imply detectability. Our results are applicable to general discretization schemes, as long as they produce approximate models whose linearizations are in some sense consistent with the linearizations of the continuous-time ones. We explicitly show that the Euler and second-order Runge-Kutta methods satisfy this condition. A batch-reactor system example is provided to highlight the usefulness of our results from a practical perspective. |
| title | Sufficient Conditions for Detectability of Approximately Discretized Nonlinear Systems |
| topic | Systems and Control Optimization and Control |
| url | https://arxiv.org/abs/2505.17857 |