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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Rubagotti, M. Poggi, T. Bemporad, A. Storace, M. |
| Copyright Year | 2012 |
| Description | Author affiliation: IMT Institute for Advanced Studies, Piazza S. Ponziano 6, 55100 Lucca, Italy (Bemporad, A.) || Biophysical and Electronic Engineering Department, University of Genoa, Via Opera Pia 11a, 16145 Genova, Italy (Storace, M.) || Nazarbayev University, 53 Kabanbay Batyr Ave, 010000 Astana, Kazakhstan (Rubagotti, M.) || RF group, ESS-Bilbao, Paseo Landabarri, 2, 48940 Leioa, Spain (Poggi, T.) |
| Abstract | In this paper, a piecewise-affine direct virtual sensor is proposed for the estimation of unmeasured outputs of nonlinear systems whose dynamical model is unknown. In order to overcome the lack of a model, the virtual sensor is designed directly from measured inputs and outputs. The proposed approach generalizes a previous contribution, allowing one to design lower-complexity estimators. Indeed, the reduced-complexity approach strongly reduces the effect of the so-called “curse of dimensionality”, and can be applied to relatively high-order systems, while enjoying all the convergence and optimality properties of the original approach. |
| Starting Page | 656 |
| Ending Page | 661 |
| File Size | 316420 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781467320658 |
| ISSN | 07431546 |
| e-ISBN | 9781467320665 |
| e-ISBN | 9781467320641 |
| DOI | 10.1109/CDC.2012.6426755 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-12-10 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Voltage control Vectors Estimation Complexity theory Sensor systems Observability |
| Content Type | Text |
| Resource Type | Article |
| Subject | Control and Optimization Control and Systems Engineering Modeling and Simulation |
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