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Feedback control of social distancing for COVID-19 via elementary formulae
Social distancing has been enacted in order to mitigate the spread of COVID-19. Like many authors, we adopt the classic epidemic SIR model, where the infection rate is the control variable. Its differential flatness property yields elementary closed-form formulae for open-loop social distancing scen...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507116/ http://dx.doi.org/10.1016/j.ifacol.2022.09.134 |
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author | Fliess, Michel Join, Cédric d'Onofrio, Alberto |
author_facet | Fliess, Michel Join, Cédric d'Onofrio, Alberto |
author_sort | Fliess, Michel |
collection | PubMed |
description | Social distancing has been enacted in order to mitigate the spread of COVID-19. Like many authors, we adopt the classic epidemic SIR model, where the infection rate is the control variable. Its differential flatness property yields elementary closed-form formulae for open-loop social distancing scenarios, where, for instance, the increase of the number of uninfected people may be taken into account. Those formulae might therefore be useful to decision makers. A feedback loop stemming from model-free control leads to a remarkable robustness with respect to severe uncertainties and mismatches. Although an identification procedure is presented, a good knowledge of the recovery rate is not necessary for our control strategy. |
format | Online Article Text |
id | pubmed-9507116 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95071162022-09-26 Feedback control of social distancing for COVID-19 via elementary formulae Fliess, Michel Join, Cédric d'Onofrio, Alberto IFAC-PapersOnLine Article Social distancing has been enacted in order to mitigate the spread of COVID-19. Like many authors, we adopt the classic epidemic SIR model, where the infection rate is the control variable. Its differential flatness property yields elementary closed-form formulae for open-loop social distancing scenarios, where, for instance, the increase of the number of uninfected people may be taken into account. Those formulae might therefore be useful to decision makers. A feedback loop stemming from model-free control leads to a remarkable robustness with respect to severe uncertainties and mismatches. Although an identification procedure is presented, a good knowledge of the recovery rate is not necessary for our control strategy. , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. 2022 2022-09-23 /pmc/articles/PMC9507116/ http://dx.doi.org/10.1016/j.ifacol.2022.09.134 Text en © 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Fliess, Michel Join, Cédric d'Onofrio, Alberto Feedback control of social distancing for COVID-19 via elementary formulae |
title | Feedback control of social distancing for COVID-19 via elementary formulae |
title_full | Feedback control of social distancing for COVID-19 via elementary formulae |
title_fullStr | Feedback control of social distancing for COVID-19 via elementary formulae |
title_full_unstemmed | Feedback control of social distancing for COVID-19 via elementary formulae |
title_short | Feedback control of social distancing for COVID-19 via elementary formulae |
title_sort | feedback control of social distancing for covid-19 via elementary formulae |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507116/ http://dx.doi.org/10.1016/j.ifacol.2022.09.134 |
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