{"id":4797,"date":"2024-01-15T09:22:17","date_gmt":"2024-01-15T08:22:17","guid":{"rendered":"https:\/\/mecatron.rma.ac.be\/?page_id=4797"},"modified":"2026-01-05T11:28:47","modified_gmt":"2026-01-05T10:28:47","slug":"belgian-2","status":"publish","type":"page","link":"https:\/\/mecatron.rma.ac.be\/index.php\/projects\/belgian-2\/","title":{"rendered":"BELGIAN"},"content":{"rendered":"<p><section class=\"kc-elm kc-css-253583 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-679878 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-222622\" style=\"height: 20px; clear: both; width:100%;\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-687760 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-414904 kc_col-sm-3 kc_column kc_col-sm-3\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-630617 kc-icon-wrapper\">\n\t\t<i class=\"fa-euro-sign\"><\/i>\n\t<\/div>\n<div class=\"kc-elm kc-css-31683 kc_shortcode kc_single_image\">\n\n        <img decoding=\"async\" src=\"https:\/\/mecatron.rma.ac.be\/wp-content\/uploads\/2020\/04\/RMA.png\" class=\"\" alt=\"\" \/>    <\/div>\n<div class=\"kc-elm kc-css-680761 kc_shortcode kc_single_image\">\n\n        <img decoding=\"async\" src=\"https:\/\/mecatron.rma.ac.be\/wp-content\/uploads\/2020\/02\/Royal-Higher-Institute-for-Defence.png\" class=\"\" alt=\"\" \/>    <\/div>\n<div class=\"kc-elm kc-css-181656 kc_text_block\"><\/p>\n<p style=\"text-align: center;\">Defence Funded Research<\/p>\n<p style=\"text-align: center;\">RMA &#8211; RHID<\/p>\n<p style=\"text-align: center;\"><span style=\"font-style: inherit;\">2024 &#8211; 2027<\/span><\/p>\n<p style=\"text-align: center;\">470 k\u20ac<\/p>\n<p>\n<\/div><div class=\"kc-elm kc-css-855487\" style=\"height: 20px; clear: both; width:100%;\"><\/div><div class=\"kc-elm kc-css-623624 kc-icon-wrapper\">\n\t\t<i class=\"ion-android-people\"><\/i>\n\t<\/div>\n<div class=\"kc-elm kc-css-360215 kc_text_block\"><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/mecatron.rma.ac.be\/index.php\/people\/mario-malizia\/\">Mario Malizia<\/a><\/p>\n<p style=\"text-align: center;\">\n<\/div><div class=\"kc-elm kc-css-76732\" style=\"height: 20px; clear: both; width:100%;\"><\/div>\n<div class=\"kc-elm kc-css-904984 kc-title-wrap \">\n\n\t<h4 class=\"kc_title\">In collaboration with<\/h4>\n<\/div>\n<div class=\"kc-elm kc-css-99520 kc_shortcode kc_single_image\">\n\n        <a  href=\"https:\/\/4dpl.rma.ac.be\/\" title=\"\" target=\"_self\">\n        <img decoding=\"async\" src=\"https:\/\/mecatron.rma.ac.be\/wp-content\/uploads\/2025\/05\/4dpl.png\" class=\"\" alt=\"\" \/>    <\/a>\n    <\/div>\n<\/div><\/div><div class=\"kc-elm kc-css-14749 kc_col-sm-6 kc_column kc_col-sm-6\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-241294 kc_text_block\"><\/p>\n<p>In modern warfare operations, consistently 50% of all soldier deaths in action are directly related to IEDs, which make IEDs the main factor to take into consideration to render military operations safer. Hence, cleaning conflict and post-conflict areas from buried EOs, specifically IEDs and landmines, is identified as one of the most serious and urgent military problems yet to be solved.<\/p>\n<p>The ambition of the BELGIAN project is to address this problem through the development of unmanned ground vehicles equipped with a semi-autonomous mobile manipulation capability, enabling the fine manipulation of dangerous objects like EOs \/ IEDs. Such devices will render EOD operations much safer, by keeping the human operator out of harm\u2019s way. The innovations resulting from the project include a complete, reliable robotics solution (mission planning, deploying, monitoring) compatible with a large range of applications.<\/p>\n<p>Within the BELGIAN project, it is the idea to radically change the current concept of operation in EOD operations, by introducing robotic assets with fine manipulation capability, enabling the capability to no not only detect, but also disarm EO. As precise (remote) manipulation of end effectors on mobile robots requires extreme dexterity and skills by the human operator, BELGIAN will furthermore develop Virtual Reality training &#038; actuation tools for the robotic solution and incorporate autonomous manipulation capabilities.<\/p>\n<p>In comparison to the current generation of completely remotely operated EOD vehicles, the BELGIAN solution will also provide two major advantages. First, the introduction of semi-autonomous capabilities and an intelligent human machine interface will allow also semi-expert users to handle the device, allowing for a higher efficiency of the military demining team on the terrain. Second, semi-autonomous vehicles can also operate under RF-denied conditions, which is very often the case in EO operations. This study will therefore consider activities in the following research domains:<\/p>\n<ul>\n<li>Perception &#038; environmental understanding for object manipulation<\/li>\n<li>Precise object manipulation in unknown and unstructured environments<\/li>\n<li>Semi-autonomous operation, enabling seamless switchover to autonomous operation in RF-denied environments<\/li>\n<li>Advanced human-machine interaction through haptic feedback and control &#038; the use of extended reality tools<\/li>\n<\/ul>\n<p>\n<\/div><\/div><\/div><div class=\"kc-elm kc-css-869032 kc_col-sm-3 kc_column kc_col-sm-3\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-681847 kc-raw-code\">  <script>\n    window.addEventListener(\"load\", () => {\n      mastodonFeedLoad(\n        \"https:\/\/social.rma.ac.be\/api\/v1\/timelines\/tag\/DFR_BELGIAN\",\n        \"include-mastodon-feed-69e1a0670eeae\",\n        {\n          linkTarget: \"_self\",\n          showPreviewCards: true,\n          excludeConversationStarters: false,\n          excludeTags: \"\",\n          content: {\n            hideStatusMeta: false,\n            hideDateTime: false          },\n          images: {\n            preserveImageAspectRatio: false,\n            size: \"preview\",\n            link: \"status\",\n          },\n          text: {\n            boosted: \"boosted \ud83d\ude80\",\n            noStatuses: \"No statuses available\",\n            viewOnInstance: \"view on instance\",\n            showContent: \"Show content\",\n            permalinkPre: \"on\",\n            permalinkPost: \"\",\n            edited: \"(edited)\",\n          },\n          localization: {\n            date: {\n              locale: \"en-US\",\n              options: {},\n            }\n          }\n        }\n      );\n    });\n  <\/script>\n  <div class=\"include-mastodon-feed-wrapper\"><ol class=\"include-mastodon-feed\" id=\"include-mastodon-feed-69e1a0670eeae\"><li>Loading Mastodon feed...<\/li><\/ol><\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-148742 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-438247 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-307502\" style=\"height: 20px; clear: both; width:100%;\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-184367 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-389989 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-133583 kc-title-wrap \">\n\n\t<h4 class=\"kc_title\">Project Publications<\/h4>\n<\/div>\n<div class=\"kc-elm kc-css-100417 kc_text_block\"><\/p>\n<p><h3 class=\"papercite\">2026<\/h3>\n<ul class=\"papercite_bibliography\">\n<li>    M. Malizia, C. Hamesse, K. Hasselmann, G. De Cubber, N. Tsiogkas, E. Demeester, and R. Haelterman, &#8220;MineInsight: A Multi-sensor Dataset for Humanitarian Demining Robotics in Off-Road Environments,\" <span style=\"font-style: italic\">IEEE Robotics and Automation Letters<\/span>, vol. 11, iss. 2, pp. 1650-1657, 2026.    <br \/>   <a href=\"javascript:void(0)\" id=\"papercite_1\" class=\"papercite_toggle\">[BibTeX]<\/a>         <a href=\"https:\/\/arxiv.org\/abs\/2506.04842\" title='Download PDF' class='papercite_pdf'>[Download PDF]<\/a>         <a href='http:\/\/dx.doi.org\/10.1109\/LRA.2025.3643265' class='papercite_doi' title='View on publisher site'>[DOI]<\/a>\n<div class=\"papercite_bibtex\" id=\"papercite_1_block\">\n<pre><code class=\"tex bibtex\">@article{11297788,\nauthor={Malizia, Mario and Hamesse, Charles and Hasselmann, Ken and De Cubber, Geert and Tsiogkas, Nikolaos and Demeester, Eric and Haelterman, Rob},\njournal={IEEE Robotics and Automation Letters},\ntitle={MineInsight: A Multi-sensor Dataset for Humanitarian Demining Robotics in Off-Road Environments},\nyear={2026},\nvolume={11},\nnumber={2},\npages={1650-1657},\ndoi={10.1109\/LRA.2025.3643265},\nurl={https:\/\/arxiv.org\/abs\/2506.04842},\nunit= {meca-ras},\nproject= {BELGIAN}\n}<\/code><\/pre>\n<\/p>\n<\/div>\n<\/li>\n<\/ul>\n<h3 class=\"papercite\">2025<\/h3>\n<ul class=\"papercite_bibliography\">\n<li>    M. Malizia, K. Hasselmann, A. Miuccio, R. Haelterman, N. Tsiogkas, and E. Demeester, &#8220;PFM-1 Landmine Detection in Vegetation Using Thermal Imaging with Limited Training Data,\" in <span style=\"font-style: italic\">2025 25th International Conference on Control, Automation and Systems (ICCAS)<\/span>,  2025, pp. 1864-1869.    <br \/>   <a href=\"javascript:void(0)\" id=\"papercite_0\" class=\"papercite_toggle\">[BibTeX]<\/a>         <a href=\"https:\/\/ras.papercept.net\/conferences\/conferences\/ICCAS25\/program\/ICCAS25_ContentListWeb_4.html\" title='Download PDF' class='papercite_pdf'>[Download PDF]<\/a>         <a href='http:\/\/dx.doi.org\/10.23919\/ICCAS66577.2025.11301116' class='papercite_doi' title='View on publisher site'>[DOI]<\/a>\n<div class=\"papercite_bibtex\" id=\"papercite_0_block\">\n<pre><code class=\"tex bibtex\">@inproceedings{malizia2025pfm,\nauthor = {Malizia, Mario and Hasselmann, Ken and Miuccio, Alessandra and Haelterman, Rob and Tsiogkas, Nikolaos and Demeester, Eric},\ntitle = {{PFM}-1 Landmine Detection in Vegetation Using Thermal Imaging with Limited Training Data},\nbooktitle = {2025 25th International Conference on Control, Automation and Systems (ICCAS)},\nyear = {2025},\npages={1864-1869},\nunit= {meca-ras},\nurl={https:\/\/ras.papercept.net\/conferences\/conferences\/ICCAS25\/program\/ICCAS25_ContentListWeb_4.html},\ndoi={10.23919\/ICCAS66577.2025.11301116},\nproject= {BELGIAN, DREAM}\n}<\/code><\/pre>\n<\/p>\n<\/div>\n<\/li>\n<\/ul>\n<h3 class=\"papercite\">2024<\/h3>\n<ul class=\"papercite_bibliography\">\n<li>    M. Malizia, A. M. Casado Fauli, K. Hasselmann, E. Le Fl\u00e9cher, G. De Cubber, and R. Haelterman, &#8220;Assisted Explosive Ordnance Disposal: Teleoperated Robotic Systems with AI, Virtual Reality, and Semi-Autonomous Manipulation for Safer Demining Operations,\" in <span style=\"font-style: italic\">20th International Symposium Mine Action<\/span>,  2024, pp. 52-55.    <br \/>   <a href=\"javascript:void(0)\" id=\"papercite_2\" class=\"papercite_toggle\">[BibTeX]<\/a>         <a href=\"https:\/\/www.ctro.hr\/userfiles\/files\/MINE%20ACTION_2024_ONLIINE.pdf\" title='Download PDF' class='papercite_pdf'>[Download PDF]<\/a>\n<div class=\"papercite_bibtex\" id=\"papercite_2_block\">\n<pre><code class=\"tex bibtex\">@inproceedings{maliziamineact2024,\ntitle={Assisted Explosive Ordnance Disposal: Teleoperated Robotic Systems with AI, Virtual Reality, and Semi-Autonomous Manipulation for Safer Demining Operations},\nauthor={Malizia, Mario and Casado Fauli, Ana Maria and Hasselmann, Ken and Le Fl\u00e9cher, Emile and De Cubber, Geert and Haelterman, Rob},\nbooktitle={20th International Symposium Mine Action},\npublisher = {CTRO-HR},\nyear = {2024},\nlocation = {Cavtat, Croatia},\nunit= {meca-ras},\nurl={https:\/\/www.ctro.hr\/userfiles\/files\/MINE%20ACTION_2024_ONLIINE.pdf},\npages={52-55},\nproject= {BELGIAN}\n}<\/code><\/pre>\n<\/p>\n<\/div>\n<\/li>\n<\/ul>\n<p>\n<\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-562782 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-620754 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-12956\" style=\"height: 20px; clear: both; width:100%;\"><\/div><\/div><\/div><\/div><\/div><\/section><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":4606,"parent":2797,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4797","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/pages\/4797","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/comments?post=4797"}],"version-history":[{"count":6,"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/pages\/4797\/revisions"}],"predecessor-version":[{"id":5392,"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/pages\/4797\/revisions\/5392"}],"up":[{"embeddable":true,"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/pages\/2797"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/media\/4606"}],"wp:attachment":[{"href":"https:\/\/mecatron.rma.ac.be\/index.php\/wp-json\/wp\/v2\/media?parent=4797"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}