{"id":61826,"date":"2026-03-12T13:12:23","date_gmt":"2026-03-12T12:12:23","guid":{"rendered":"https:\/\/pimot.lukasiewicz.gov.pl\/offer\/research-areas-2\/automation-and-autonomization-of-transport\/"},"modified":"2026-04-24T12:45:56","modified_gmt":"2026-04-24T10:45:56","slug":"automation-and-autonomization-of-transport","status":"publish","type":"page","link":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/offer\/research-areas-2\/automation-and-autonomization-of-transport\/","title":{"rendered":"Automation and autonomization of transport"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"61826\" class=\"elementor elementor-61826 elementor-60241\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0344878 e-flex e-con-boxed e-con e-parent\" data-id=\"0344878\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5662cc3 e-con-full e-flex e-con e-child\" data-id=\"5662cc3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e1fae36 e-con-full e-flex e-con e-child\" data-id=\"e1fae36\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de92d75 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"de92d75\" data-element_type=\"widget\" data-e-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\">Automation and autonomization of transport<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc10e9f elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"fc10e9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-3bf4137 elementor-widget elementor-widget-text-editor\" data-id=\"3bf4137\" data-element_type=\"widget\" data-e-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>Customer Service Department<\/p>\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-2d086c0 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"2d086c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"tel:+48227777141\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"+48 22 7777 302\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-phone-alt\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"tel:+48227777141\" >\n\t\t\t\t\t\t\t+48 22 7777 302\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-c6f509e elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"c6f509e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"mailto:info@pimot.lukasiewicz.gov.pl\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"info@pimot.lukasiewicz.gov.pl\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-envelope\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"mailto:info@pimot.lukasiewicz.gov.pl\" >\n\t\t\t\t\t\t\tinfo@pimot.lukasiewicz.gov.pl\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-39e1fdb e-con-full e-flex e-con e-child\" data-id=\"39e1fdb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-529dbbd white-box-cut elementor-widget elementor-widget-image\" data-id=\"529dbbd\" data-element_type=\"widget\" data-e-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=\"580\" height=\"386\" src=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/DSCF9613.jpeg\" class=\"attachment-large size-large wp-image-60331\" alt=\"\" srcset=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/DSCF9613.jpeg 800w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/DSCF9613-300x200.jpeg 300w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/DSCF9613-768x512.jpeg 768w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/DSCF9613-24x16.jpeg 24w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/DSCF9613-36x24.jpeg 36w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/DSCF9613-48x32.jpeg 48w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/>\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>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-19c280d e-flex e-con-boxed e-con e-parent\" data-id=\"19c280d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4961f60 e-con-full e-flex e-con e-child\" data-id=\"4961f60\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68596ab elementor-widget elementor-widget-text-editor\" data-id=\"68596ab\" data-element_type=\"widget\" data-e-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>Transportation automation involves the development of technologies that enable autonomous or semi-autonomous operation of vehicles and systems that support operators and drivers. Our work includes research, development and integration of vehicle autonomy systems, ADAS systems and simulation environments used to design and test modern transportation solutions. <\/p><p>Our activities cover the entire system development process &#8211; from algorithm design and sensor integration, to simulation and data generation, to real-world experimental testing.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-48058b4 e-flex e-con-boxed e-con e-parent\" data-id=\"48058b4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b96aa1 elementor-widget elementor-widget-n-accordion\" data-id=\"3b96aa1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-6240\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-6240\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Development of autonomy systems   <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-6240\" class=\"elementor-element elementor-element-1d274ac e-con-full e-flex e-con e-child\" data-id=\"1d274ac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-539355c elementor-widget elementor-widget-text-editor\" data-id=\"539355c\" data-element_type=\"widget\" data-e-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<section id=\"badania-stanowiskowe\" class=\"road-tests\"><div class=\"rt-container\"><header class=\"rt-header\"><h2>Development of autonomy systems<\/h2><p>We are conducting research and development work on autonomous driving systems and driver and operator assistance systems. These include both software development and integration of hardware components into test vehicles. <\/p><\/header><p class=\"rt-subtitle\"><strong>Scope of work:<\/strong><\/p><div class=\"rt-grid\"><article class=\"rt-card\"><ul><li>implementation of autonomous driving functions<\/li><li>global and local vehicle localization<\/li><li>mapping and 3D mapping of the environment<\/li><li>global and local path planning<\/li><li>control of vehicle actuators<\/li><li>Filtering and fusion of data from multiple sensors<\/li><li>detection and tracking of objects<\/li><li>systems of following the operator (follow-me)<\/li><li>Lane keeping systems and other autonomy features<\/li><\/ul><p>The work also includes the development of testing platforms to implement and test autonomy algorithms in real vehicles.<\/p><\/article><\/div><\/div><\/section><p><style>\n  .road-tests {<br> padding: clamp(32px, 5vw, 72px) 0;<br> background: #fff;<br> }<\/p>\n<p>  .rt-container {<br> width: min(1100px, 92vw);<br> margin: 0 auto;<br> }<\/p>\n<p>  .rt-header h2 {<br> margin: 0 0 14px;<br> font-size: clamp(28px, 3vw, 40px);<br> line-height: 1.15;<br> letter-spacing: -0.02em;<br> }<\/p>\n<p>  .rt-header p {<br> margin: 0 0 16px;<br> max-width: 85ch;<br> font-size: 16px;<br> line-height: 1.75;<br> color: #2b2b2b;<br> }<\/p>\n<p>  .rt-subtitle {<br> margin: 28px 0 14px;<br> font-size: 18px;<br> letter-spacing: 0.02em;<br> }<\/p>\n<p>  .rt-grid {<br> display: grid;<br> gap: 16px;<br> grid-template-columns: repeat(3, minmax(0, 1fr));<br> }<\/p>\n<p>  .rt-card {<br> border: 1px solid rgba(0, 0, 0, 0.08);<br> border-radius: 14px;<br> padding: 18px;<br> background: #fff;<br> }<\/p>\n<p>  .rt-card h4 {<br> margin: 0 0 10px;<br> font-size: 16px;<br> line-height: 1.3;<br> }<\/p>\n<p>  .rt-card ul {<br> margin: 0;<br> padding-left: 18px;<br> line-height: 1.7;<br> font-size: 15px;<br> }<\/p>\n<p>  .rt-card li + li {<br> margin-top: 4px;<br> }<\/p>\n<p>  @media (max-width: 980px) {<br>.rt-grid { grid-template-columns: repeat(2, 1fr); }<br> }<\/p>\n<p>  @media (max-width: 620px) {<br>.rt-grid { grid-template-columns: 1fr; }<br> }<br><\/style><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-6241\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-6241\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\">   Integration and implementation of autonomy systems   <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-6241\" class=\"elementor-element elementor-element-a55c556 e-con-full e-flex e-con e-child\" data-id=\"a55c556\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86b9c7d elementor-widget elementor-widget-text-editor\" data-id=\"86b9c7d\" data-element_type=\"widget\" data-e-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<section id=\"badania-klimatyczne\" class=\"road-tests\"><div class=\"rt-container\"><header class=\"rt-header\"><h2>Integration and implementation of autonomy systems<\/h2><p><span data-contrast=\"auto\">The process of implementing autonomous systems includes both the preparation of software and the selection and configuration of hardware components.<\/span><span data-ccp-props=\"{}\"> <\/span><\/p><p><strong>Implemented activities:<\/strong><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">selection of autonomy systems components<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Integration of lidar, radar, cameras and navigation systems<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">implementation of autonomy algorithms<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">preparation of control interfaces<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Integration with fleet management systems<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Integration and testing in simulation and real environment<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">construction of data collection systems<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">acquisition of actual and synthetic data<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><\/ul><p><span data-contrast=\"auto\">The work also includes sensor calibration and configuration of all system components in the vehicle.  <\/span><span data-ccp-props=\"{}\"> <\/span><\/p><\/header><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-6242\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-6242\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Development of simulation environments   <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-6242\" class=\"elementor-element elementor-element-e7b996b e-con-full e-flex e-con e-child\" data-id=\"e7b996b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6c0667 elementor-widget elementor-widget-text-editor\" data-id=\"d6c0667\" data-element_type=\"widget\" data-e-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<section id=\"badania-emc\" class=\"road-tests\"><div class=\"rt-container\"><header class=\"rt-header\"><h2>Development of simulation environments<\/h2><p><span data-contrast=\"auto\">Simulation environments allow safe testing of autonomy algorithms even before they are implemented in real vehicles. The simulations created replicate both the vehicles and their real-world environment.   <\/span><span data-ccp-props=\"{}\"> <\/span><\/p><p><strong>Functionality of simulation environments  <\/strong><\/p><ul><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">mapping of the real road environment<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">simulation of traffic participants<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">simulation of vehicle sensors and infrastructure<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">mapping of weather and lighting conditions<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">simulation of automated vehicle traffic<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">implementation of various test scenarios<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\uf0b7\",\"469777815\":\"multilevel\"}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Integration of simulation with ROS and ROS2 systems<\/span><span data-ccp-props=\"{}\"> <\/span><\/li><\/ul><p><span data-contrast=\"auto\">This makes it possible to test autonomy algorithms under realistic conditions even before they are implemented in test vehicles.  <\/span><span data-ccp-props=\"{}\"> <\/span><\/p><\/header><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-6243\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-6243\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Generating synthetic data <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-6243\" class=\"elementor-element elementor-element-e4e4acf e-con-full e-flex e-con e-child\" data-id=\"e4e4acf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1fe6057 elementor-widget elementor-widget-text-editor\" data-id=\"1fe6057\" data-element_type=\"widget\" data-e-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<section id=\"badania-emc\" class=\"road-tests\"><div class=\"rt-container\"><header class=\"rt-header\"><h2>Generating synthetic data<\/h2><p>Simulation environments are also being developed to generate synthetic data used in learning AI systems.<\/p><p><strong>Scope of work:<\/strong><\/p><ul><li>generating synthetic data for perception systems<\/li><li>automatic data labeling<\/li><li>generation of 2D labels and semantic masks<\/li><li>introducing randomness into the simulation parameters (weather, lighting, textures, shapes)<\/li><li>modification of the parameters of the simulation environment<\/li><\/ul><p>Data prepared in this way makes it possible to significantly speed up the process of training artificial intelligence algorithms.<\/p><\/header><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-6244\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-6244\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Systems based on artificial intelligence   <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-6244\" class=\"elementor-element elementor-element-dc527da e-con-full e-flex e-con e-child\" data-id=\"dc527da\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c6f1058 elementor-widget elementor-widget-text-editor\" data-id=\"c6f1058\" data-element_type=\"widget\" data-e-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<section id=\"badania-emc\" class=\"road-tests\"><div class=\"rt-container\"><header class=\"rt-header\"><h2>Systems based on artificial intelligence<\/h2><p>We are developing solutions using artificial intelligence methods to analyze sensory data and interpret the vehicle&#8217;s environment.<\/p><p><strong>Main areas of work:<\/strong><\/p><ul><li>Detection and identification of objects using cameras and lidar<\/li><li>Object recognition with fusion of data from multiple sensors<\/li><li>Semantic and panoptic segmentation of the road scene<\/li><li>analysis of data from thermal imaging cameras<\/li><li>semi-automatic labeling of training data<\/li><li>Use of natural language in vehicle and robot management systems<\/li><\/ul><\/header><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-6245\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-6245\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Implementation of autonomy systems in vehicles   <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-6245\" class=\"elementor-element elementor-element-699ce95 e-con-full e-flex e-con e-child\" data-id=\"699ce95\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ad07f3 elementor-widget elementor-widget-text-editor\" data-id=\"5ad07f3\" data-element_type=\"widget\" data-e-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<section id=\"badania-emc\" class=\"road-tests\"><div class=\"rt-container\"><header class=\"rt-header\"><h2><span class=\"TextRun SCXW96808491 BCX8\" lang=\"PL-PL\" xml:lang=\"PL-PL\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW96808491 BCX8\">Implementation of autonomy systems in vehicles<\/span><\/span><span class=\"EOP SCXW96808491 BCX8\" data-ccp-props=\"{}\"> <\/span><\/h2><p>The developed solutions are being implemented in real research platforms and experimental vehicles.<\/p><p><strong>Scope of work:<\/strong><\/p><ul><li>Implementation of autonomous functions in passenger vehicles<\/li><li>Implementation of autonomy systems in unmanned vehicles<\/li><li>Integration of systems in off-highway vehicles<\/li><\/ul><p><strong>Areas of application<\/strong><\/p><ul><li>security and defense<\/li><li>industry 4.0<\/li><li>agriculture 4.0<\/li><li>autonomous systems in logistics and transportation<\/li><\/ul><\/header><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-6246\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"7\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-6246\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Research on ADAS and vehicle autonomy systems   <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-6246\" class=\"elementor-element elementor-element-36ceb2b e-con-full e-flex e-con e-child\" data-id=\"36ceb2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2fcf313 elementor-widget elementor-widget-text-editor\" data-id=\"2fcf313\" data-element_type=\"widget\" data-e-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<section id=\"badania-emc\" class=\"road-tests\"><div class=\"rt-container\"><header class=\"rt-header\"><h2><span class=\"TextRun SCXW93025386 BCX8\" lang=\"PL-PL\" xml:lang=\"PL-PL\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW93025386 BCX8\">Research on ADAS and vehicle autonomy systems<\/span><\/span><span class=\"EOP SCXW93025386 BCX8\" data-ccp-props=\"{}\"> <\/span><\/h2><p>We conduct research on driver assistance and autonomous systems in both simulation and real-world environments.<\/p><p><strong>Types of research:<\/strong><\/p><ul><li>research in a virtual environment<\/li><li>tests under near real conditions (simulated road scenarios)<\/li><li>tests in real traffic<\/li><\/ul><p><strong>Examples of systems studied:<\/strong><\/p><ul><li>automatic emergency braking (AEBS)<\/li><li>collision warning system<\/li><li>Lane keeping assist (LKA \/ LDWS).<\/li><li>emergency management systems<\/li><li>adaptive cruise control<\/li><li>intelligent speed adjustment systems<\/li><\/ul><p><strong>Research is conducted in accordance with applicable regulations and standards, including but not limited to:<\/strong><\/p><ul><li>UN regulations<\/li><li>EU regulations<\/li><li>Euro NCAP protocols<\/li><li>SAE standards<\/li><li>ISO standards<\/li><li>General Safety Regulation<\/li><li>Law on Road Traffic<\/li><li>manufacturers&#8217; methods.<\/li><\/ul><\/header><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-6247\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"8\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-6247\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> Research infrastructure and equipment   <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-arrow-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-6247\" class=\"elementor-element elementor-element-376f2e6 e-con-full e-flex e-con e-child\" data-id=\"376f2e6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e7bf02 elementor-widget elementor-widget-text-editor\" data-id=\"7e7bf02\" data-element_type=\"widget\" data-e-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<section id=\"badania-emc\" class=\"road-tests\"><div class=\"rt-container\"><header class=\"rt-header\"><h2><span class=\"TextRun SCXW218026588 BCX8\" lang=\"PL-PL\" xml:lang=\"PL-PL\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW218026588 BCX8\">Research infrastructure and equipment<\/span><\/span><span class=\"EOP SCXW218026588 BCX8\" data-ccp-props=\"{}\"> <\/span><\/h2><p>Specialized measurement infrastructure and research platforms are used to carry out the research.<\/p><p><strong>Research equipment:<\/strong><\/p><ul><li>Soft targets (passenger car, pedestrian, cyclist, child, motorcyclist)<\/li><li>self-propelled platforms (UFOpro, UFOmicro)<\/li><li>steering robot<\/li><li>pedal control robots<\/li><li>satellite-interface systems<\/li><\/ul><p><strong>Sensory Systems:<\/strong><\/p><ul><li>lidars<\/li><li>radars<\/li><li>RGB cameras and stereo cameras<\/li><li>thermal imaging cameras<\/li><li>GNSS<\/li><li>IMU<\/li><\/ul><p><strong>Test platforms<\/strong><\/p><ul><li>test platform for systems testing under road conditions<\/li><li>UGV autonomous platform (PAWO) &#8211; unmanned wheeled platform<\/li><li>Sensor kits for collecting data from roads.<\/li><\/ul><\/header><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b14a1e e-flex e-con-boxed e-con e-parent\" data-id=\"5b14a1e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9758890 button_sq02 elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"9758890\" data-element_type=\"widget\" data-e-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:\/\/pimot.lukasiewicz.gov.pl\/poznaj-nas\/laboratorium-bezpieczenstwa-pojazdow\/?_gl=1*119bsux*_up*MQ..*_ga*NTI1MjQzMDg2LjE3NzMzMTgzMjc.*_ga_FZ8BMZNDY9*czE3NzMzMjAyNzUkbzIkZzAkdDE3NzMzMjAyNzUkajYwJGwwJGgw\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Vehicle Safety Laboratory<\/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<div class=\"elementor-element elementor-element-7d55498 button_sq02 elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"7d55498\" data-element_type=\"widget\" data-e-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:\/\/pimot.lukasiewicz.gov.pl\/poznaj-nas\/laboratorium-elektroniki-i-akustyki\/?_gl=1*o71030*_up*MQ..*_ga*MjAyOTE2NTM2LjE3NzMzMjA3ODQ.*_ga_FZ8BMZNDY9*czE3NzMzMjA3ODEkbzEkZzAkdDE3NzMzMjA3ODEkajYwJGwwJGgw\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Electronics and Acoustics Laboratory<\/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<div class=\"elementor-element elementor-element-b7a3a61 button_sq02 elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"b7a3a61\" data-element_type=\"widget\" data-e-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:\/\/pimot.lukasiewicz.gov.pl\/poznaj-nas\/grupa-badawcza-nowych-technologii-w-motoryzacji\/?_gl=1*lzb4ag*_up*MQ..*_ga*NTI1MjQzMDg2LjE3NzMzMTgzMjc.*_ga_FZ8BMZNDY9*czE3NzMzMTgzMjUkbzEkZzAkdDE3NzMzMTgzMjUkajYwJGwwJGgw\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Research Group for New Technologies in Automotive.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a059956 e-grid grid-img--height-controll e-con-boxed e-con e-child\" data-id=\"a059956\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48f60f9 white-box-cut elementor-widget elementor-widget-image\" data-id=\"48f60f9\" data-element_type=\"widget\" data-e-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 decoding=\"async\" width=\"580\" height=\"386\" src=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1-1024x682.jpg\" class=\"attachment-large size-large wp-image-60333\" alt=\"\" srcset=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1-1024x682.jpg 1024w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1-300x200.jpg 300w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1-768x512.jpg 768w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1-1536x1023.jpg 1536w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1-1200x799.jpg 1200w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1-24x16.jpg 24w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1-36x24.jpg 36w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1-48x32.jpg 48w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz1.jpg 1956w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/>\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-dd8587e white-box-cut elementor-widget elementor-widget-image\" data-id=\"dd8587e\" data-element_type=\"widget\" data-e-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 decoding=\"async\" width=\"482\" height=\"273\" src=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz2.png\" class=\"attachment-full size-full wp-image-60335\" alt=\"\" srcset=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz2.png 482w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz2-300x170.png 300w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz2-24x14.png 24w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz2-36x20.png 36w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz2-48x27.png 48w\" sizes=\"(max-width: 482px) 100vw, 482px\" \/>\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-803d362 white-box-cut elementor-widget elementor-widget-image\" data-id=\"803d362\" data-element_type=\"widget\" data-e-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=\"580\" height=\"435\" src=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-1024x768.jpg\" class=\"attachment-large size-large wp-image-60340\" alt=\"\" srcset=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-1024x768.jpg 1024w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-300x225.jpg 300w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-768x576.jpg 768w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-1536x1152.jpg 1536w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-2048x1536.jpg 2048w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-1200x900.jpg 1200w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-1980x1485.jpg 1980w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-24x18.jpg 24w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-36x27.jpg 36w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/KIA-miasto-1-48x36.jpg 48w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/>\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-0b1a53b white-box-cut elementor-widget elementor-widget-image\" data-id=\"0b1a53b\" data-element_type=\"widget\" data-e-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=\"586\" height=\"440\" src=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz5.jpg\" class=\"attachment-full size-full wp-image-60351\" alt=\"\" srcset=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz5.jpg 586w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz5-300x225.jpg 300w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz5-24x18.jpg 24w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz5-36x27.jpg 36w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz5-48x36.jpg 48w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/>\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-8247bd0 white-box-cut elementor-widget elementor-widget-image\" data-id=\"8247bd0\" data-element_type=\"widget\" data-e-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=\"1533\" height=\"1759\" src=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz5.png\" 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sizes=\"(max-width: 1533px) 100vw, 1533px\" \/>\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-7a78970 white-box-cut elementor-widget elementor-widget-image\" data-id=\"7a78970\" data-element_type=\"widget\" data-e-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=\"1388\" height=\"914\" src=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz6.png\" class=\"attachment-full size-full wp-image-60346\" alt=\"\" srcset=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz6.png 1388w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz6-300x198.png 300w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz6-1024x674.png 1024w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz6-768x506.png 768w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz6-1200x790.png 1200w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz6-24x16.png 24w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz6-36x24.png 36w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Obraz6-48x32.png 48w\" sizes=\"(max-width: 1388px) 100vw, 1388px\" \/>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43829a2 e-flex e-con-boxed e-con e-parent\" data-id=\"43829a2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d592aae e-flex e-con-boxed e-con e-parent\" data-id=\"d592aae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-df5aaa4 e-con-full e-flex e-con e-child\" data-id=\"df5aaa4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8cce3bb e-con-full e-flex e-con e-child\" data-id=\"8cce3bb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb4e0cc elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"eb4e0cc\" data-element_type=\"widget\" data-e-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=\"300\" height=\"284\" src=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/02\/bo-300x284.png\" class=\"attachment-medium size-medium wp-image-57484\" alt=\"\" srcset=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/02\/bo-300x284.png 300w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/02\/bo-768x728.png 768w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/02\/bo-24x24.png 24w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/02\/bo-36x34.png 36w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/02\/bo-48x46.png 48w, https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/02\/bo.png 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-52520a2 button_sq02 elementor-widget elementor-widget-button\" data-id=\"52520a2\" data-element_type=\"widget\" data-e-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:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/Broszura-Instytutu.pdf\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-long-arrow-alt-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">VIEW BROCHURE<\/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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-129b413 e-con-full e-flex e-con e-child\" data-id=\"129b413\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-cf0d959 e-con-full e-flex e-con e-child\" data-id=\"cf0d959\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1123f29 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"1123f29\" data-element_type=\"widget\" data-e-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 decoding=\"async\" src=\"https:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/B-R.png\" title=\"B R\" alt=\"B R\" loading=\"lazy\" \/>\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-a13265b button_sq02 elementor-widget elementor-widget-button\" data-id=\"a13265b\" data-element_type=\"widget\" data-e-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:\/\/pimot.lukasiewicz.gov.pl\/wp-content\/uploads\/sites\/53\/2026\/03\/usugi-BR.pdf\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-long-arrow-alt-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">VIEW BROCHURE<\/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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Customer Service Department +48 22 7777 302 info@pimot.lukasiewicz.gov.pl Transportation automation involves the development of technologies that enable autonomous or semi-autonomous operation of vehicles and systems that support operators and drivers. Our work includes research, development and integration of vehicle autonomy systems, ADAS systems and simulation environments used to design and test modern transportation solutions. Our [&hellip;]<\/p>\n","protected":false},"author":344,"featured_media":0,"parent":61731,"menu_order":10,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","inline_featured_image":false,"footnotes":""},"class_list":["post-61826","page","type-page","status-publish","hentry"],"acf":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-20 17:24:11","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"translation_priority","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/wp-json\/wp\/v2\/pages\/61826","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/wp-json\/wp\/v2\/users\/344"}],"replies":[{"embeddable":true,"href":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/wp-json\/wp\/v2\/comments?post=61826"}],"version-history":[{"count":2,"href":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/wp-json\/wp\/v2\/pages\/61826\/revisions"}],"predecessor-version":[{"id":61828,"href":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/wp-json\/wp\/v2\/pages\/61826\/revisions\/61828"}],"up":[{"embeddable":true,"href":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/wp-json\/wp\/v2\/pages\/61731"}],"wp:attachment":[{"href":"https:\/\/pimot.lukasiewicz.gov.pl\/en\/wp-json\/wp\/v2\/media?parent=61826"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}