Sparse RKHS estimation via globally convex optimization and its application in LPV-IO identification

Autor: Dario Piga, Mohamed Abdelmonim Hassan Darwish, Roland Tóth, Vincent Laurain

Publikováno v: Automatica, 115:108914. Elsevier
Automatica
Automatica, Elsevier, 2020, 115, pp.108914. ⟨10.1016/j.automatica.2020.108914⟩

International audience; Function estimation using the Reproducing Kernel Hilbert Space (RKHS) framework is a powerful tool for identification of a general class of nonlinear dynamical systems without requiring much a priori information on model order

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3b84b3fb348b1daf5f061fd8314a2249
https://research.tue.nl/nl/publications/71ae006a-2c2f-4e5d-a196-509e71ab4fa5

How We Spend Our Time Online: Predicting Network Traffic Using System Identification

Autor: Yusuf Bhujwalla, Quentin Grandemange, Marion Gilson, Eric Gnaedinger, Vincent Laurain

Publikováno v: IFAC-PapersOnLine. 50:14125-14130

Over the past twenty years, exponential growth of the internet has led to a continuous struggle for content providers to maintain and improve their quality of service. Furthermore, the evolution of network architecture and increased inter-connectivit

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f65e8e9ee0a5df033ebefabf149adcf0
https://doi.org/10.1016/j.ifacol.2017.08.1854

Identifying dynamical models of nitrate propagation in agricultural drinking water: how can we help agronomists?

Autor: Marc Benoit, Marion Gilson, Vincent Laurain

Publikováno v: IFAC-PapersOnLine. 48:350-355

Since the 50 last years, the rapid development of modern agriculture in industrialised countries has considerably affected the quality of water resources, up to the point to jeopardise the capacity of rural territories to produce drinking water. Henc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d547b65f3070b34c15858b5d134faa22
https://doi.org/10.1016/j.ifacol.2015.12.152

Developments for the CONTSID toolbox

Autor: Boyi Ni, Hugues Garnier, Marion Gilson, Vincent Laurain

Publikováno v: 16th IFAC Symposium on System Identification, SYSID'2012
16th IFAC Symposium on System Identification, SYSID'2012, Jul 2012, Bruxelles, Belgium. pp.1761-1766, ⟨10.3182/20120711-3-BE-2027.00231⟩

International audience; This paper describes the latest developments for the CONtinuous-Time System IDentification (CONTSID) toolbox to be run with Matlab. The toolbox supports time-domain identification methods for estimating continuous-time linear

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de93d9cbf6d9e77a8d99addc1038e359
https://doi.org/10.3182/20120711-3-be-2027.00231

On the closed loop identification of LPV models using instrumental variables

Autor: Vincent Laurain, Roland Tóth, Hugues Garnier, Marion Gilson

Publikováno v: 18th IFAC World Congress, IFAC WC'2011
18th IFAC World Congress, IFAC WC'2011, Aug 2011, Milan, Italy. pp.7773-7778
HAL
Proceedings of the 18th IFAC World Congress, 28 August-2 September 2011, Milano, Italy, 7773-7778
STARTPAGE=7773;ENDPAGE=7778;TITLE=Proceedings of the 18th IFAC World Congress, 28 August-2 September 2011, Milano, Italy

International audience; Identification of real life systems is often applied in closed-loop due to stability, performance or safety constraints. However, in case of Linear Parameter-Varying (LPV) systems, closed-loop identification is not well-establ

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4b7fcfbdcab1d3f8df6487f66e7b249e
https://doi.org/10.3182/20110828-6-it-1002.01853