{"id":14647,"date":"2023-11-16T11:21:56","date_gmt":"2023-11-16T10:21:56","guid":{"rendered":"https:\/\/www.cadden.fr\/etude-de-cas\/how-lidar-is-being-used-to-study-driving-aids-in-vehicles\/"},"modified":"2025-05-21T15:43:07","modified_gmt":"2025-05-21T13:43:07","slug":"how-lidar-is-being-used-to-study-driving-aids-in-vehicles","status":"publish","type":"etude-de-cas","link":"https:\/\/www.cadden.fr\/en\/case-study\/how-lidar-is-being-used-to-study-driving-aids-in-vehicles\/","title":{"rendered":"How Lidar is being used to study driving aids in vehicles"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14647\" class=\"elementor elementor-14647 elementor-14599\" data-elementor-post-type=\"etude-de-cas\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-68e6ed67 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"68e6ed67\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-64e007ce\" data-id=\"64e007ce\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-23621306 elementor-hidden-tablet elementor-hidden-phone elementor-widget elementor-widget-shortcode\" data-id=\"23621306\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><nav class=\"links-breadcrumb gris\"><a href=\"\">Home<\/a> \/ <\/nav><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e075236 elementor-hidden-tablet elementor-hidden-phone elementor-widget elementor-widget-spacer\" data-id=\"5e075236\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5e2fc940 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5e2fc940\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-48454098\" data-id=\"48454098\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-13497379 elementor-widget elementor-widget-post-info\" data-id=\"13497379\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-d1c6b3e elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<a href=\"https:\/\/www.cadden.fr\/en\/categorie\/case-studies\/robotics\/\" class=\"elementor-post-info__terms-list-item\">ROBOTICS<\/a>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a173fef elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"6a173fef\" data-element_type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">How Lidar is being used to study driving aids in vehicles<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-777c92f0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"777c92f0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-322c4e4c\" data-id=\"322c4e4c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-43d5ac5 elementor-widget elementor-widget-shortcode\" data-id=\"43d5ac5\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n        <div class=\"publie-par\">\n\t\t\t\t\t\tPublished on\n\t\t\t\t\t\t<b>16 November 2023<\/b> <\/div>\n\n    <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3ef01030\" data-id=\"3ef01030\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-48149e23 elementor-widget elementor-widget-image\" data-id=\"48149e23\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"145\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-1024x145.png\" class=\"attachment-large size-large wp-image-14633\" alt=\"\" srcset=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-1024x145.png 1024w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-300x43.png 300w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-768x109.png 768w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-1536x218.png 1536w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-2048x290.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7429597 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7429597\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_scale_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_scale_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:10,&quot;end&quot;:90}},&quot;background_motion_fx_scale_direction&quot;:&quot;out-in&quot;,&quot;background_motion_fx_scale_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-46c012da\" data-id=\"46c012da\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79db456 elementor-widget elementor-widget-spacer\" data-id=\"79db456\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-46597a33 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"46597a33\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-122acb79\" data-id=\"122acb79\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f6e90d elementor-widget elementor-widget-heading\" data-id=\"6f6e90d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">The mission &amp; the problem<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ead71d6 elementor-widget elementor-widget-spacer\" data-id=\"6ead71d6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46460944 elementor-widget elementor-widget-heading\" data-id=\"46460944\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Lidar helps study driving aids in automated vehicles<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-722c9647 elementor-widget elementor-widget-spacer\" data-id=\"722c9647\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-763224c7 elementor-widget elementor-widget-text-editor\" data-id=\"763224c7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>LAMIH is an acronym for &#8220;Laboratoire d&#8217;Automatique, de M\u00e9canique et d&#8217;Informatique Industrielles et Humaines&#8221;. It is a joint research unit of the Universit\u00e9 Polytechnique Hauts de France (UPHF) and the Centre National de la Recherche Scientifique (CNRS).<\/p>\n<p>One of the laboratory&#8217;s research themes is &#8216;man-machine cooperation&#8217;, particularly in the automotive driving sector. The aim is to develop advanced <a href=\"https:\/\/www.uphf.fr\/lamih\/plateformes\/plateformes\/ds7\" target=\"_blank\" rel=\"noopener\">driver assistance systems for automated vehicles<\/a>, so that control of the vehicle is continuously shared between the driver and the on-board &#8216;automatons&#8217;. These systems include real-time monitoring of the driver&#8217;s &#8216;state&#8217;, to ensure maximum safety conditions.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-669c278 elementor-widget elementor-widget-spacer\" data-id=\"669c278\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68b7a47f elementor-widget elementor-widget-image\" data-id=\"68b7a47f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"666\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etude-aides-conduite-vehicule-autonome-lamih-fh-electronics-cadden-1024x666.jpg\" class=\"attachment-large size-large wp-image-14607\" alt=\"\" srcset=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etude-aides-conduite-vehicule-autonome-lamih-fh-electronics-cadden-1024x666.jpg 1024w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etude-aides-conduite-vehicule-autonome-lamih-fh-electronics-cadden-300x195.jpg 300w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etude-aides-conduite-vehicule-autonome-lamih-fh-electronics-cadden-768x499.jpg 768w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etude-aides-conduite-vehicule-autonome-lamih-fh-electronics-cadden-1536x998.jpg 1536w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etude-aides-conduite-vehicule-autonome-lamih-fh-electronics-cadden.jpg 2000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 UPHF \/ LAMIH CNRS UMR 8201<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44277fb elementor-widget elementor-widget-spacer\" data-id=\"44277fb\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3920728 elementor-widget elementor-widget-text-editor\" data-id=\"3920728\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Some driving aids are already present in current vehicles, for example: adaptive cruise control, lane departure warning, traffic sign recognition, etc.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-254f994f elementor-widget elementor-widget-spacer\" data-id=\"254f994f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a39d5ee elementor-widget elementor-widget-heading\" data-id=\"1a39d5ee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">LAMIH teams up with FH Electronics<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28f7ebd9 elementor-widget elementor-widget-spacer\" data-id=\"28f7ebd9\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-570f8514 elementor-widget elementor-widget-text-editor\" data-id=\"570f8514\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As with any development project, it is necessary to design prototypes, carry out tests and experiments before arriving at a final product. Since the 1990s, LAMIH has had a dynamic simulator called SHERPA, which is mainly used for these purposes.<\/p>\n<p>However, tests in real-life situations are still essential to validate the work. And that&#8217;s where FH Electronics comes in, in partnership with LAMIH. Together they have developed a prototype &#8220;cooperating vehicle&#8221; based on a DS7 (Stellantis). This is programmed to replicate the simulations carried out with SHERPA, but this time in a real-life situation.<\/p>\n<p>The vehicle was developed as part of the ELSAT2020 project. It has been co-financed by the European Union through the European Regional Development Fund, by the French government and by the Hauts-de-France Region.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b7b7bc elementor-widget elementor-widget-spacer\" data-id=\"8b7b7bc\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e35eb88 elementor-widget elementor-widget-image\" data-id=\"e35eb88\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-hesai-etude-aides-conduite-vehicule-lamih-fh-electronics-cadden-1024x576.jpg\" class=\"attachment-large size-large wp-image-14601\" alt=\"\" srcset=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-hesai-etude-aides-conduite-vehicule-lamih-fh-electronics-cadden-1024x576.jpg 1024w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-hesai-etude-aides-conduite-vehicule-lamih-fh-electronics-cadden-300x169.jpg 300w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-hesai-etude-aides-conduite-vehicule-lamih-fh-electronics-cadden-768x432.jpg 768w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-hesai-etude-aides-conduite-vehicule-lamih-fh-electronics-cadden-1536x864.jpg 1536w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-hesai-etude-aides-conduite-vehicule-lamih-fh-electronics-cadden.jpg 2000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 UPHF \/ LAMIH CNRS UMR 8201<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3bbffda7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3bbffda7\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-930f936\" data-id=\"930f936\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-78cae68e elementor-widget elementor-widget-heading\" data-id=\"78cae68e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">The need<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f749cb3 elementor-widget elementor-widget-spacer\" data-id=\"1f749cb3\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45dfad33 elementor-widget elementor-widget-text-editor\" data-id=\"45dfad33\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In this case, the Lidar is essential for carrying out the tests in &#8216;real life&#8217;. LAMIH is already equipped with a Velodyne Lidar on one of its vehicles and wanted to explore new avenues by comparing new Lidar solutions.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38b11b2 elementor-widget elementor-widget-spacer\" data-id=\"38b11b2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50215acf elementor-widget elementor-widget-text-editor\" data-id=\"50215acf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>\u00ab Initially, for reasons of compatibility with this vehicle, we wanted to choose an identical Lidar for the DS7 project, in order to minimise development work. It turns out that the modules that will be used downstream of the Lidar are compatible with the XT-32. We therefore carried out tests with a loaner Lidar and the results proved to be comparable with the two models. We therefore chose the Hesai for budgetary reasons, as the two models are quite similar in terms of technical aspects \u00bb<\/em>, explains J\u00e9r\u00f4me FLORIS, Design Engineer in LAMIH&#8217;s Automation Department.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b38cf44 elementor-widget elementor-widget-spacer\" data-id=\"7b38cf44\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19da8f9 elementor-widget elementor-widget-image\" data-id=\"19da8f9\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etudes-aides-conduite-vehicule-lamih-fh-electronics-cadden-1024x576.jpg\" class=\"attachment-large size-large wp-image-14615\" alt=\"\" srcset=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etudes-aides-conduite-vehicule-lamih-fh-electronics-cadden-1024x576.jpg 1024w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etudes-aides-conduite-vehicule-lamih-fh-electronics-cadden-300x169.jpg 300w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etudes-aides-conduite-vehicule-lamih-fh-electronics-cadden-768x432.jpg 768w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etudes-aides-conduite-vehicule-lamih-fh-electronics-cadden-1536x864.jpg 1536w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-etudes-aides-conduite-vehicule-lamih-fh-electronics-cadden.jpg 2000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00a9 UPHF \/ LAMIH CNRS UMR 8201<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-472f93c9 elementor-widget elementor-widget-spacer\" data-id=\"472f93c9\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4a883731 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4a883731\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-12c3200a\" data-id=\"12c3200a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3aba631f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3aba631f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-30d87bc2\" data-id=\"30d87bc2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-47233bd0 elementor-widget elementor-widget-heading\" data-id=\"47233bd0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">The solution<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6371a365 elementor-widget elementor-widget-spacer\" data-id=\"6371a365\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-374684ac elementor-widget elementor-widget-heading\" data-id=\"374684ac\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Choosing the Hesai Lidar<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-778ae5eb elementor-widget elementor-widget-spacer\" data-id=\"778ae5eb\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-673fa558 elementor-widget elementor-widget-text-editor\" data-id=\"673fa558\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>After extensive testing, the choice fell on the <a href=\"https:\/\/www.cadden.fr\/en\/technologies\/lidar-laser\/hesai-pandar-lidar-scanner\/\">XT32 Lidar model from Hesai <\/a> provided by CADDEN. Built into the roof of the DS7 (Stellantis), this TOF (Time Of Flight) technology Lidar model is robust, even outdoors, and suitable for dynamic measurements thanks to its 32 laser beams.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9f7642 elementor-widget elementor-widget-spacer\" data-id=\"b9f7642\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-adaf041 elementor-widget elementor-widget-text-editor\" data-id=\"adaf041\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>\u00abThe XT32 enables us to detect obstacles for our automated vehicle (our current use cases are limited to low speed). We also use it to geolocate ourselves on a predefined map, using SLAM techniques, in the event of loss of the GPS-RTK signal \u00bb<\/em>, points out J\u00e9r\u00f4me FLORIS.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b823477 elementor-widget elementor-widget-spacer\" data-id=\"2b823477\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36156813 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"36156813\" data-element_type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;3&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/elementor\/thumbs\/lidar-etude-aides-conduite-interieur-vehicule-lamih-fh-electronics-cadden-qffsoakcko2wm6kx88o46u62r4zy6njccn3wyhvd8k.jpg\" alt=\"\u00a9 UPHF \/ LAMIH CNRS UMR 8201\" \/><figcaption class=\"elementor-image-carousel-caption\">\u00a9 UPHF \/ LAMIH CNRS UMR 8201<\/figcaption><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/elementor\/thumbs\/lidar-etude-aides-conduite-vehicule-integration-lamih-fh-electronics-cadden-qffsoebpc081wmfgmaamgt7x4ohf1fy9p5puvlpsjo.jpg\" alt=\"\u00a9 UPHF \/ LAMIH CNRS UMR 8201\" \/><figcaption class=\"elementor-image-carousel-caption\">\u00a9 UPHF \/ LAMIH CNRS UMR 8201<\/figcaption><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/elementor\/thumbs\/lidar-etude-aides-conduite-vehicule-installation-lamih-fh-electronics-cadden-qffsoddv566rl0gtrrvzwbggjam1tqujd12debr6pw.jpg\" alt=\"\u00a9 UPHF \/ LAMIH CNRS UMR 8201\" \/><figcaption class=\"elementor-image-carousel-caption\">\u00a9 UPHF \/ LAMIH CNRS UMR 8201<\/figcaption><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 of 4\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/elementor\/thumbs\/lidar-etude-aides-conduite-interieur-vehicule-lamih-fh-electronics-cadden-qffsoakcko2wm6kx88o46u62r4zy6njccn3wyhvd8k.jpg\" alt=\"\u00a9 UPHF \/ LAMIH CNRS UMR 8201\" \/><figcaption class=\"elementor-image-carousel-caption\">\u00a9 UPHF \/ LAMIH CNRS UMR 8201<\/figcaption><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72f7489 elementor-widget elementor-widget-spacer\" data-id=\"72f7489\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3148ea63 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"3148ea63\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.cadden.fr\/en\/technologies\/lidar-laser\/hesai-pandar-lidar-scanner\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn more<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1c34c381 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1c34c381\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-426a944d\" data-id=\"426a944d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0940854 elementor-widget elementor-widget-text-editor\" data-id=\"0940854\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Case study done in collaboration with:<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29e92fd elementor-widget elementor-widget-spacer\" data-id=\"29e92fd\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f74185f elementor-widget elementor-widget-image\" data-id=\"f74185f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"109\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-768x109.png\" class=\"attachment-medium_large size-medium_large wp-image-14633\" alt=\"\" srcset=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-768x109.png 768w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-300x43.png 300w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-1024x145.png 1024w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-1536x218.png 1536w, https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/Logos-lamih-uphf-cnrs-fh-electronics-2048x290.png 2048w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f89c6b8 elementor-widget elementor-widget-spacer\" data-id=\"4f89c6b8\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5c3cac3a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5c3cac3a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-28e826d0\" data-id=\"28e826d0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-25dec079 elementor-widget elementor-widget-heading\" data-id=\"25dec079\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Did you like this article ? <br> Share it with your colleagues or friends<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-67b8852c\" data-id=\"67b8852c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-635a9ffe elementor-share-buttons--view-icon elementor-share-buttons--skin-framed elementor-share-buttons--shape-circle elementor-share-buttons--color-custom elementor-grid-0 elementor-widget elementor-widget-share-buttons\" data-id=\"635a9ffe\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" role=\"button\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span 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aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7995580 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7995580\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-47f1e912\" data-id=\"47f1e912\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-209d8ed7 elementor-widget elementor-widget-heading\" data-id=\"209d8ed7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Read next<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b479a4f elementor-widget elementor-widget-spacer\" data-id=\"4b479a4f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a47a966 elementor-widget elementor-widget-shortcode\" data-id=\"4a47a966\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n        <div class=\"bloc-list\">\n\n            \n                <div class=\"col-3 bloc-all \">\n\n                    <a href=\"https:\/\/www.cadden.fr\/en\/case-study\/the-bali-plug-and-play-system-to-inform-and-monitor-the-ports-of-the-city-of-hyeres\/\">\n                        <div class=\"etude\" style=\"background-image: url(https:\/\/www.cadden.fr\/wp-content\/uploads\/2026\/03\/systeme-bali-plug-and-play-ville-hyeres-cadden.jpg);\">\n                            <div class=\"overlay-etude\"><\/div>\n                            <div class=\"content-etude\">\n                                <img decoding=\"async\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2026\/04\/1_Standard_EXT.png\" alt=\"The BALI &#8216;plug and play&#8217; system to inform and monitor the ports of the city of Hy\u00e8res\"\/>\n                                                                    <p class=\"cat\">GEOD\u00ae<\/p>\n                                                                <h3>The BALI &#8216;plug and play&#8217; system to inform and monitor the ports of the city of Hy\u00e8res<\/h3>\n                                <p class=\"title\">Probl\u00e9matique Client :<\/p>\n                                <p class=\"text\"><\/p>\n                            <\/div>\n                            <p class=\"lien\">Voir \u00e9tude de cas<\/p>\n                        <\/div>\n                    <\/a>\n                <\/div>\n\n            \n                <div class=\"col-3 bloc-all \">\n\n                    <a href=\"https:\/\/www.cadden.fr\/en\/case-study\/precise-monitoring-of-digging-depths-in-quarries\/\">\n                        <div class=\"etude\" style=\"background-image: url(https:\/\/www.cadden.fr\/wp-content\/uploads\/2024\/12\/COLAS-knowing-dredging-depth-dug-quary-CADDEN-1024x768.jpg);\">\n                            <div class=\"overlay-etude\"><\/div>\n                            <div class=\"content-etude\">\n                                <img decoding=\"async\" src=\"https:\/\/www.cadden.fr\/wp-content\/uploads\/2024\/12\/Colas_logo_white-300x98.png\" alt=\"Precise monitoring of digging depths in quarries\"\/>\n                                                                    <p class=\"cat\">ROBOTICS<\/p>\n                                                                <h3>Precise monitoring of digging depths in quarries<\/h3>\n                                <p class=\"title\">Probl\u00e9matique Client :<\/p>\n                                <p class=\"text\"><\/p>\n                            <\/div>\n                            <p class=\"lien\">Voir \u00e9tude de cas<\/p>\n                        <\/div>\n                    <\/a>\n                <\/div>\n\n            \n                <div class=\"col-3 bloc-all \">\n\n                    <a href=\"https:\/\/www.cadden.fr\/en\/case-study\/how-lidar-is-being-used-to-study-driving-aids-in-vehicles\/\">\n                        <div class=\"etude\" style=\"background-image: url(https:\/\/www.cadden.fr\/wp-content\/uploads\/2023\/11\/lidar-pour-etude-aides-conduite-vehicule-lamih-fh-electronics-cadden-1024x576.jpg);\">\n                            <div class=\"overlay-etude\"><\/div>\n                            <div class=\"content-etude\">\n                                <img decoding=\"async\" src=\"\" alt=\"How Lidar is being used to study driving aids in vehicles\"\/>\n                                                                    <p class=\"cat\">ROBOTICS<\/p>\n                                                                <h3>How Lidar is being used to study driving aids in vehicles<\/h3>\n                                <p class=\"title\"><\/p>\n                                <p class=\"text\">Obstacle detection for an automated vehicle.<\/p>\n                            <\/div>\n                            <p class=\"lien\">Voir \u00e9tude de cas<\/p>\n                        <\/div>\n                    <\/a>\n                <\/div>\n\n            \n        <\/div>\n\n    <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69fe90e2 elementor-widget elementor-widget-spacer\" data-id=\"69fe90e2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36f39508 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"36f39508\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.cadden.fr\/en\/case-studies\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">See all case studies<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"featured_media":14603,"template":"","categories":[43],"class_list":["post-14647","etude-de-cas","type-etude-de-cas","status-publish","has-post-thumbnail","hentry","category-robotics"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.cadden.fr\/en\/wp-json\/wp\/v2\/etude-de-cas\/14647","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cadden.fr\/en\/wp-json\/wp\/v2\/etude-de-cas"}],"about":[{"href":"https:\/\/www.cadden.fr\/en\/wp-json\/wp\/v2\/types\/etude-de-cas"}],"version-history":[{"count":8,"href":"https:\/\/www.cadden.fr\/en\/wp-json\/wp\/v2\/etude-de-cas\/14647\/revisions"}],"predecessor-version":[{"id":20055,"href":"https:\/\/www.cadden.fr\/en\/wp-json\/wp\/v2\/etude-de-cas\/14647\/revisions\/20055"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cadden.fr\/en\/wp-json\/wp\/v2\/media\/14603"}],"wp:attachment":[{"href":"https:\/\/www.cadden.fr\/en\/wp-json\/wp\/v2\/media?parent=14647"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cadden.fr\/en\/wp-json\/wp\/v2\/categories?post=14647"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}