Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Fliess, Michel, Join, Cédric, d'Onofrio, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: , IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507116/
http://dx.doi.org/10.1016/j.ifacol.2022.09.134
_version_ 1784796843523178496
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
work_keys_str_mv AT fliessmichel feedbackcontrolofsocialdistancingforcovid19viaelementaryformulae
AT joincedric feedbackcontrolofsocialdistancingforcovid19viaelementaryformulae
AT donofrioalberto feedbackcontrolofsocialdistancingforcovid19viaelementaryformulae