{"id":2646,"date":"2019-02-26T15:20:54","date_gmt":"2019-02-26T14:20:54","guid":{"rendered":"https:\/\/int-ecole-org.flywheelsites.com\/?page_id=2646"},"modified":"2026-05-05T16:35:28","modified_gmt":"2026-05-05T14:35:28","slug":"transports-eco-intelligents","status":"publish","type":"page","link":"https:\/\/www.esme.fr\/recherche\/transports-eco-intelligents\/","title":{"rendered":"Transports Eco-intelligents"},"content":{"rendered":"\n<h2 class=\"wp-block-heading alignwide has-base-color has-text-color has-large-font-size\" id=\"h-les-membres-de-l-axe-tei-conduisent-des-travaux-de-recherche-portant-sur-plusieurs-sujets-complementaires-les-uns-des-autres\">Les membres de l\u2018axe TEI conduisent des travaux de recherche portant sur plusieurs sujets, compl\u00e9mentaires les uns des autres :<\/h2>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading\">1 \u2013&nbsp;Am\u00e9lioration des performances et optimisation de la qualit\u00e9 et de la s\u00e9curit\u00e9 pour les usagers des r\u00e9seaux de transports (<strong>v\u00e9hiculaires, multim\u00e9dia, cellulaires (5G), Internet des Objets (IoT) etc<\/strong>.) <\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>Les syst\u00e8mes fonctionnels sont en g\u00e9n\u00e9ral utilis\u00e9s pour satisfaire des demandes n\u00e9cessitant le transport de flux dans diff\u00e9rents environnements, tout en prenant en consid\u00e9ration les sp\u00e9cificit\u00e9s des profils utilisateurs et des contextes d\u2019utilisation. Il est alors n\u00e9cessaire de mettre en place des outils qui optimisent les performances des services propos\u00e9s tout en les s\u00e9curisant, et en prenant en compte les param\u00e8tres, endog\u00e8nes et exog\u00e8nes, des syst\u00e8mes fonctionnels et de transport.<\/p>\n\n\n\n<p>Ainsi le contexte g\u00e9n\u00e9ral des travaux des membres du th\u00e8me transverse TEI est\u202f:<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image alignleft\"><img decoding=\"async\" src=\"https:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/11\/shutterstock_1871002714.png\" alt=\"\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>l\u2019application des techniques d\u2019apprentissage permettant<br>d\u2019estimer les donn\u00e9es perdues et de d\u00e9tecter les fausses informations dans les<br>r\u00e9seaux (notamment les r\u00e9seaux&nbsp;v\u00e9hiculaires);<\/li>\n\n\n\n<li>la mod\u00e9lisation et le d\u00e9veloppement de m\u00e9canismes adaptatifs capables de r\u00e9cup\u00e9rer des caract\u00e9ristiques\u202fdes syst\u00e8mes fonctionnels consid\u00e9r\u00e9s (v\u00e9hiculaires,&nbsp;multim\u00e9dia, etc.), qui repr\u00e9sentent des \u00e9l\u00e9ments d\u2019information issus d\u2019un environnement et d\u2019un contexte donn\u00e9s&nbsp;et rel\u00e8vent de la&nbsp;Qualit\u00e9 de l\u2019Exp\u00e9rience\u202f(QoE);<\/li>\n\n\n\n<li>Il s\u2019agit \u00e9galement de proposer des solutions correctrices suite \u00e0 l\u2019arriv\u00e9e d\u2019\u00e9v\u00e9nements non souhait\u00e9s comme une&nbsp;Qualit\u00e9 de Service (QoS)&nbsp;insatisfaisante, un retour d\u2019exp\u00e9rience n\u00e9gatif ou encore des dysfonctionnements au niveau des \u00e9l\u00e9ments du r\u00e9seau de transport.<\/li>\n<\/ul>\n\n\n\n<p>Enfin,&nbsp;des activit\u00e9s de recherche sont&nbsp;\u00e9galement&nbsp;men\u00e9es dans le domaine de la r\u00e9alit\u00e9 mixte avec pour objectif l\u2019\u00e9laboration d\u2019un syst\u00e8me de perception immersif et interactif via l\u2019augmentation visuelle et l\u2019interaction naturelle dans un monde mixte. L\u2019optimisation des performances assure la pertinence, l\u2019efficacit\u00e9 calculatoire, la robustesse et aussi l\u2019am\u00e9lioration de l\u2019exp\u00e9rience en r\u00e9alit\u00e9 mixte en procurant le sentiment de pr\u00e9sence. Ces travaux sont centr\u00e9s sur l\u2019apprentissage et la classification d\u2019objets naturels dans une sc\u00e8ne r\u00e9elle par le biais des paradigmes d\u2019immersion et d\u2019interaction qui sont les caract\u00e9ristiques fondamentales pour la mise en \u0153uvre de syst\u00e8me de r\u00e9alit\u00e9 mixte.&nbsp;Les avanc\u00e9es dans cette&nbsp;th\u00e9matique pourront ainsi \u00eatre mises \u00e0 contribution dans l\u2019\u00e9tablissement d\u2019une cartographie fiable et pr\u00e9cise en temps r\u00e9el de l\u2019environnement et permettre la reconnaissance de diff\u00e9rentes cibles visuelles et de diff\u00e9rents amers naturels caract\u00e9risant le monde int\u00e9rieur ou ext\u00e9rieur dans divers contextes d\u2019application tels que celui de la mobilit\u00e9.<\/p>\n\n\n\n<p class=\"has-large-font-size\">Membres actuels<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-4158 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/10\/Lamine-AMOUR-recherche-ESME.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/lamine-amour\/\" target=\"_self\" >Lamine Amour<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Responsable de la Majeure Ing\u00e9nieur des Transformations Digitales, Enseignant-chercheur en Informatique et R\u00e9seaux<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\n\n\n\nhttps:\/\/www.linkedin.com\/in\/lamine-amour-889a5050\/\n\n\n\n\" target=\"_blank\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/lamine-amour\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Lamine Amour<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-4166 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/10\/hela-marouane-recherche-ESME.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/hela-marouane\/\" target=\"_self\" >Hela Marouane<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Enseignante-chercheuse en Informatique<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\n\n\n\nhttps:\/\/www.linkedin.com\/in\/hela-marouane-77227955\/\n\n\n\n\" target=\"_blank\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/hela-marouane\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Hela Marouane<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-4934 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/07\/raouda-kamoun-recherche-ESME.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/raouda-kamoun\/\" target=\"_self\" >Raouda Kamoun<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Responsable de la Majeure Big Data &amp; Digital Marketing et Enseignante-chercheuse en Informatique<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\n\n\n\n\n\n\n\n\" target=\"_blank\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/raouda-kamoun\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Raouda Kamoun<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-6775 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/07\/amylia-ait-saadi-recherche-ESME.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/amylia-ait-saadi\/\" target=\"_self\" >Amylia Ait Saadi<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Enseignante-chercheuse en Informatique et R\u00e9seaux<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/amylia-ait-saadi\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Amylia Ait Saadi<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-4159 team type-team status-publish hentry team_cat-transports\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/10\/Abdulhalim-Dandoush-scaled.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/abdulhalim-dandoush\/\" target=\"_self\" >Abdulhalim Dandoush<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Chercheur associ\u00e9 en Informatique et R\u00e9seaux, R\u00e9f\u00e9rent scientifique du p\u00f4le disciplinaire \u00ab\u00a0Informatique et R\u00e9seaux\u00a0\u00bb<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"https:\/\/www.linkedin.com\/in\/abdulhalim-dandoush-541269b3\/\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/abdulhalim-dandoush\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Abdulhalim Dandoush<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-6868 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2023\/11\/RimSAYEGH.jpeg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/rim-sayegh\/\" target=\"_self\" >Rim Sayegh<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Doctorante en R\u00e9seaux et T\u00e9l\u00e9communications avec l\u2019Universit\u00e9 Paris-Saclay<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"https:\/\/www.linkedin.com\/in\/rim-sayegh\/\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/rim-sayegh\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Rim Sayegh<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-7549 team type-team status-publish hentry team_cat-transports\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2025\/05\/Matthias-Houssin-scaled-e1777537987158.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/matthias-houssin\/\" target=\"_self\" >Matthias Houssin<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Enseignant-chercheur en Syst\u00e8mes embarqu\u00e9s et R\u00e9seaux<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/matthias-houssin\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Matthias Houssin<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-7773 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2025\/10\/Marwa-Aloui-2-e1777469636114.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/marwa-aloui\/\" target=\"_self\" >Marwa Aloui<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">PhD Student<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"https:\/\/www.linkedin.com\/in\/marwa-aloui-195a4432a\/\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/marwa-aloui\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Marwa Aloui<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:59px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading\" id=\"h-2-commande-et-developpement-de-nouvelles-topologies-de-convertisseurs-de-puissance\">2 \u2013 Commande et d\u00e9veloppement de nouvelles topologies de convertisseurs de puissance<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>Par ailleurs, et en lien avec le mode de transport \u00e9lectrique, un autre sujet s\u2019impose consistant \u00e0 proposer de nouvelles topologies de convertisseurs de puissance.&nbsp;En effet, ces derni\u00e8res ann\u00e9es,&nbsp;les recherches en \u00e9lectronique de puissance dans le domaine des applications automobiles&nbsp;\u2013&nbsp;notamment les v\u00e9hicules \u00e9lectriques (Electrical&nbsp;Vehicles&nbsp;\u2013&nbsp;EVs) et les v\u00e9hicules&nbsp;\u00e9lectriques&nbsp;hybrides  (Hybrid&nbsp;Electrical&nbsp;Vehicles&nbsp;\u2013&nbsp;HEVs) ne cessent de se d\u00e9velopper.&nbsp;De nouvelles topologies de convertisseurs de puissance sont&nbsp;de plus en plus souvent&nbsp;propos\u00e9es, en vue d\u2019am\u00e9liorer leurs rendements \u00e9nerg\u00e9tiques.<\/p>\n\n\n\n<p>Ainsi, certains membres du th\u00e8me transverse TEI conduisent leurs travaux de recherche autour de l\u2019optimisation de l\u2019\u00e9nergie dans les syst\u00e8mes embarqu\u00e9s&nbsp;\u00e0 bord des&nbsp;v\u00e9hicules \u00e9lectriques. Ils&nbsp;s\u2019int\u00e9ressent&nbsp;\u00e0 l\u2019\u00e9lectronique de puissance, avec pour volont\u00e9 d\u2019innover sur la conception technologique des convertisseurs de puissance utilis\u00e9s dans les&nbsp;EVs&nbsp;afin de les rendre plus fiables, plus robustes mais aussi moins co\u00fbteux. Cela dans l\u2019objectif d\u2019une meilleure appropriation des v\u00e9hicules \u00e9lectriques par les consommateurs. De telles recherches impliquent le d\u00e9veloppement d\u2019outils et de m\u00e9thodes num\u00e9riques pour la mod\u00e9lisation, la simulation et l\u2019optimisation de strat\u00e9gies de commandes de convertisseurs appliqu\u00e9es dans les&nbsp;EVs.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image alignright\"><img decoding=\"async\" src=\"https:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/11\/shutterstock_1940005162.png\" alt=\"\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-large-font-size\">Membres actuels<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-4168 team type-team status-publish hentry team_cat-transports\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/10\/Ghania-Belkacem-recherche-ESME.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/ghania-belkacem\/\" target=\"_self\" >Ghania Belkacem<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Enseignante-chercheuse en Electronique de puissance<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\n\n\n\n\n\n\n\n\" target=\"_blank\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/ghania-belkacem\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Ghania Belkacem<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-4155 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/10\/Karim-Ait-Abderarhim-recherche-ESME.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/karim-ait-abderrahim\/\" target=\"_self\" >Karim Ait Abderrahim<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Responsable du D\u00e9partement Robotique, Syst\u00e8mes \u00e9nerg\u00e9tiques et \u00e9lectroniques, Responsable de la Majeure M\u00e9catronique et Enseignant-chercheur en Robotique<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"https:\/\/www.linkedin.com\/in\/karim-ait-abderrahim-05a39765\/\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/karim-ait-abderrahim\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Karim Ait Abderrahim<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-7516 team type-team status-publish hentry team_cat-transports\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2025\/04\/Imadeddine.jpeg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/imadeddine-fethallah\/\" target=\"_self\" >Imadeddine Fethallah<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Enseignante-chercheuse en Electronique de puissance<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\n\n\n\nhttps:\/\/www.linkedin.com\/in\/imadeddine-fethallah\/\n\n\n\n\" target=\"_blank\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/imadeddine-fethallah\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Imadeddine Fethallah<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:22px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading\" id=\"h-3-systemes-avances-d-aide-a-la-conduite\"><strong>3 \u2013 Syst\u00e8mes avanc\u00e9s d\u2019aide \u00e0 la conduite<\/strong><\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>Les \u00e9tudes d\u2019accidentologie ont montr\u00e9 que les erreurs humaines sont \u00e0 l\u2019origine de 90% des accidents routiers. Chaque ann\u00e9e dans le monde, on compte 1,25 million de morts et jusqu\u2019\u00e0 50 millions de bless\u00e9s caus\u00e9s par les accidents de la route. Il est admis que les v\u00e9hicules partiellement ou compl\u00e8tement autonomes peuvent contribuer \u00e0 la r\u00e9duction du nombre d\u2019accidents ou mitiger leurs gravit\u00e9s. Ces technologies sont devenues possibles gr\u00e2ce aux progr\u00e8s r\u00e9alis\u00e9s dans les domaines de l\u2019\u00e9lectronique embarqu\u00e9e et du traitement de l\u2019information. Selon la Soci\u00e9t\u00e9 des Ing\u00e9nieurs de l\u2019Automobile (SIA), les niveaux d\u2019autonomie sont class\u00e9s selon 6 niveaux allant du niveau 0 (aucune automatisation possible, la t\u00e2che de conduite est compl\u00e8tement assur\u00e9e par le conducteur avec la possibilit\u00e9 de pr\u00e9sence d\u2019un syst\u00e8me d\u2019alerte visuel, sonore ou vibratoire) jusqu\u2019au niveau 5 (la t\u00e2che de la conduite est compl\u00e8tement assur\u00e9e par une intelligence embarqu\u00e9e qu\u2019on appelle aussi le pilote automatique).<\/p>\n\n\n\n<p>Dans ce contexte, des \u00e9tudes sont men\u00e9es parles trois membres du th\u00e8me TEI sur l\u2019architecture d\u2019un v\u00e9hicule de niveau 5, et plus particuli\u00e8rement sur l\u2019\u00e9lectronique embarqu\u00e9e du v\u00e9hicule, l\u2019algorithme de perception, le module de d\u00e9cision et et la planification de trajectoires, et enfin les algorithmes de contr\u00f4le\/commande.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image alignleft\"><img decoding=\"async\" src=\"https:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/11\/shutterstock_1121978573.png\" alt=\"\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-large-font-size\">Membres actuels<\/p>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-4160 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/07\/Salim-Hima-recherche-ESME.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/salim-hima\/\" target=\"_self\" >Salim Hima<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Responsable de la Majeure V\u00e9hicules Electriques et Autonomes et Enseignant-chercheur en Robotique<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/salim-hima\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Salim Hima<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-4161 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/07\/Mohamed-Karray-recherche-ESME.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/mohamed-karray\/\" target=\"_self\" >Mohamed Karray<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Enseignant-chercheur en Electronique et Syst\u00e8mes Embarqu\u00e9s<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"https:\/\/www.linkedin.com\/in\/mohamed-karray-3195873b\/\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/mohamed-karray\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Mohamed Karray<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-4167 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2021\/07\/Maxime-Ossonce-recherche-ESME.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/maxime-ossonce\/\" target=\"_self\" >Maxime Ossonce<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">Enseignant et doctorant en Traitement du Signal et T\u00e9l\u00e9communications avec le L2S (CentraleSup\u00e9lec \/ Paris-Saclay)<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/maxime-ossonce\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Maxime Ossonce<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-query is-style-query-teams is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-7672 team type-team status-publish hentry\">\n\n<div class=\"wp-block-group has-background-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-d15baa1e wp-block-group-is-layout-constrained\" style=\"border-radius:5px;padding-top:var(--wp--preset--spacing--30);padding-right:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30);padding-left:var(--wp--preset--spacing--30)\">\n<div class=\"wp-block-group acf_photo_profil has-global-padding is-layout-constrained wp-container-core-group-is-layout-12243e0f wp-block-group-is-layout-constrained\">\n<img decoding=\"async\" src=\"\n\n\n\nhttps:\/\/www.esme.fr\/recherche\/wp-content\/uploads\/2026\/01\/Asmaa-Abouelouafa-El-Idrissi-e1770978533788.jpg\n\n\n\n\" >\n<\/div>\n\n\n<h4 style=\"font-style:normal;font-weight:700;\" class=\"has-text-align-center has-link-color wp-elements-268cad8ca8ec8f75d4d06f5453290b46 wp-block-post-title has-text-color has-secondary-color has-large-font-size\"><a href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/asmaa-abouelouafa-el-idrissi\/\" target=\"_self\" >Asmaa Abouelouafa El Idrissi<\/a><\/h4>\n\n\n<p class=\"has-text-align-center has-secondary-color has-text-color\">PhD Student<\/p>\n\n\n\n<div class=\"wp-block-group acf_social_linkedin has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<a class=\"linkedin\" href=\"\" target=\"_blank\" rel=\"noopener\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  viewBox=\"0 0 48 48\" width=\"48px\" height=\"48px\"><path fill=\"#0078d4\" d=\"M42,37c0,2.762-2.238,5-5,5H11c-2.761,0-5-2.238-5-5V11c0-2.762,2.239-5,5-5h26c2.762,0,5,2.238,5,5\tV37z\"\/><path d=\"M30,37V26.901c0-1.689-0.819-2.698-2.192-2.698c-0.815,0-1.414,0.459-1.779,1.364\tc-0.017,0.064-0.041,0.325-0.031,1.114L26,37h-7V18h7v1.061C27.022,18.356,28.275,18,29.738,18c4.547,0,7.261,3.093,7.261,8.274\tL37,37H30z M11,37V18h3.457C12.454,18,11,16.528,11,14.499C11,12.472,12.478,11,14.514,11c2.012,0,3.445,1.431,3.486,3.479\tC18,16.523,16.521,18,14.485,18H18v19H11z\" opacity=\".05\"\/><path d=\"M30.5,36.5v-9.599c0-1.973-1.031-3.198-2.692-3.198c-1.295,0-1.935,0.912-2.243,1.677\tc-0.082,0.199-0.071,0.989-0.067,1.326L25.5,36.5h-6v-18h6v1.638c0.795-0.823,2.075-1.638,4.238-1.638\tc4.233,0,6.761,2.906,6.761,7.774L36.5,36.5H30.5z M11.5,36.5v-18h6v18H11.5z M14.457,17.5c-1.713,0-2.957-1.262-2.957-3.001\tc0-1.738,1.268-2.999,3.014-2.999c1.724,0,2.951,1.229,2.986,2.989c0,1.749-1.268,3.011-3.015,3.011H14.457z\" opacity=\".07\"\/><path fill=\"#fff\" d=\"M12,19h5v17h-5V19z M14.485,17h-0.028C12.965,17,12,15.888,12,14.499C12,13.08,12.995,12,14.514,12\tc1.521,0,2.458,1.08,2.486,2.499C17,15.887,16.035,17,14.485,17z M36,36h-5v-9.099c0-2.198-1.225-3.698-3.192-3.698\tc-1.501,0-2.313,1.012-2.707,1.99C24.957,25.543,25,26.511,25,27v9h-5V19h5v2.616C25.721,20.5,26.85,19,29.738,19\tc3.578,0,6.261,2.25,6.261,7.274L36,36L36,36z\"\/><\/svg><\/a>\n<\/div>\n\n\n<a style=\"border-radius:5px; padding-top:14px;padding-right:14px;padding-bottom:14px;padding-left:14px;\" class=\"wp-block-read-more has-text-color has-tertiary-color has-background has-secondary-background-color has-small-font-size\" href=\"https:\/\/www.esme.fr\/recherche\/chercheur\/asmaa-abouelouafa-el-idrissi\/\" target=\"_self\">EN SAVOIR PLUS<a role=\"document\" aria-label=\"Bloc\u00a0: Read More\" class=\"block-editor-rich-text__editable block-editor-block-list__block wp-block is-selected wp-block-read-more rich-text\" id=\"block-c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-block=\"c6584818-ce2e-49bd-92e7-ab59bf344b8a\" data-type=\"core\/read-more\" data-title=\"Read More\" style=\"background-color: initial;font-family: var(--wp--preset--font-family--system-font);font-size: var(--wp--preset--font-size--medium);min-width: 1px;z-index: 1;display: inline !important\"><\/a><span class=\"screen-reader-text\">\u00a0: Asmaa Abouelouafa El Idrissi<\/span><\/a><\/div>\n\n<\/li><\/ul><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:76px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Les membres de l\u2018axe TEI conduisent des travaux de recherche portant sur plusieurs sujets, compl\u00e9mentaires les uns des autres : 1 \u2013&nbsp;Am\u00e9lioration des performances et optimisation de la qualit\u00e9 et de la s\u00e9curit\u00e9 pour les usagers des r\u00e9seaux de transports (v\u00e9hiculaires, multim\u00e9dia, cellulaires (5G), Internet des Objets (IoT) etc.) Les syst\u00e8mes fonctionnels sont en g\u00e9n\u00e9ral [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5064,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"banner-fil-dariane","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-2646","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Recherche en Transports Eco-intelligents - ESME Research Lab<\/title>\n<meta name=\"description\" content=\"D\u00e9veloppement de techniques d\u2019apprentissage permettant la vision globale de l\u2019environnement routier et l\u2019optimisation des performances.\" \/>\n<meta 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