{"id":3894,"date":"2026-02-24T12:23:25","date_gmt":"2026-02-24T11:23:25","guid":{"rendered":"https:\/\/www.messring.de\/?p=3894"},"modified":"2026-03-09T15:04:42","modified_gmt":"2026-03-09T14:04:42","slug":"studie-validierung-von-child-presence-detection-systemen","status":"publish","type":"post","link":"https:\/\/www.messring.de\/de\/studie-validierung-von-child-presence-detection-systemen\/","title":{"rendered":"Studie: Validierung von Child Presence Detection Systemen"},"content":{"rendered":"<div class=\"wpb-content-wrapper\">[vc_row ppi_row_padding=&#8220;ppi_remove_padding_top,ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column]<div class=\"mes_headlines mes_headlines--left\"><h4 class=\"h4\">Child Presence Detection (CPD) Systeme sind heute ein zentraler Bestandteil moderner Fahrzeugsicherheit. Radarbasierte In-Cabin-Sensorik muss selbst ein ruhig schlafendes Kind zuverl\u00e4ssig erkennen \u2013 eine der anspruchsvollsten realen Detektionssituationen.<\/h4><\/div>[\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_top,ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column]<div class=\"mes_headlines mes_headlines--left\"><h4 class=\"h4\">Doch wie realit\u00e4tsnah bilden CPD-Surrogate tats\u00e4chlich das Sensorsignal echter Kinder ab?<\/h4><\/div>[\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220;][vc_column]\n<div class=\"mes_contact-box mes_contact-box--bg-light\">\n    <div class=\"mes_contact-box__inner\">\n                    <div class=\"mes_contact-box__image-wrap\">\n                <img decoding=\"async\" width=\"300\" height=\"250\" src=\"https:\/\/www.messring.de\/wp-content\/uploads\/2025\/09\/Alex-Kiendl1-2.jpg\" class=\"attachment-mes-xs size-mes-xs\" alt=\"\" \/>            <\/div>\n        \n        <div class=\"mes_contact-box__content\">\n                            <blockquote class=\"mes_contact-box__quote\">\u201eIhr Ansprechpartner f\u00fcr alle Fragen rund um die Presse- und \u00d6ffentlichkeitsarbeit.\u201c<\/blockquote>\n            \n            <p class=\"mes_contact-box__name\">\n                Alex Kiendl                                    <span class=\"mes_contact-box__jobtitle\">\/ Public Relations and Regulation Manager<\/span>\n                            <\/p>\n\n            <div class=\"mes_contact-box__links\">\n                                    <a href=\"tel:+49 8153 407 96 536\" class=\"mes_contact-box__phone\">\n                        <i class=\"icon--phone\"><\/i> +49 8153 407 96 536                    <\/a>\n                \n                                    <a href=\"mailto:press@messring.de\" class=\"mes_contact-box__email\">\n                        <i class=\"icon--mail\"><\/i> press@messring.de                    <\/a>\n                            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n[\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column]<div class=\"mes_headlines mes_headlines--left\"><h4 class=\"h4\">Von der Annahme zur Evidenz<\/h4><\/div>[vc_column_text]Um diese Frage fundiert zu beantworten, f\u00fchrte MESSRING ein gemeinsames Forschungsprojekt mit <strong>der LMU M\u00fcnchen (Institut f\u00fcr Biomechanik und Unfallanalyse), AUMOVIO SE, Embedded AI (Linguwerk GmbH) sowie der AZT Automotive GmbH (Allianz Zentrum f\u00fcr Technik) <\/strong>durch. Ziel war es, objektive Referenzdaten aus Messungen an realen Kindern zu generieren und diese direkt mit CPD-Surrogaten zu vergleichen.\r\n\r\nAlle Untersuchungen erfolgten unter Genehmigung der Ethikkommission der Medizinischen Fakult\u00e4t der LMU. Kinder aus drei Altersgruppen &#8211; Neugeborene\/1-J\u00e4hrige, 2-3-J\u00e4hrige sowie 5-6-J\u00e4hrige &#8211; wurden in altersgerechten Kindersitzen vermessen. Die Versuche fanden sowohl im Fahrzeug als auch in einem standardisierten Multi-Winkel-\u201eStargate\u201c-Aufbau au\u00dferhalb des Fahrzeugs statt. Zwei unabh\u00e4ngige Radardetektionssysteme wurden eingesetzt, um unterschiedliche technologische Ans\u00e4tze abzudecken.[\/vc_column_text][\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220;][vc_column]    <div class=\"mes_product-slider\">\n        <div class=\"mes_product-slider__inner\">\n            <div class=\"swiper\">\n                <div class=\"swiper-wrapper\">\n                                            <div class=\"swiper-slide\">\n                            <div class=\"product-teaser\" data-id=\"3384\">\n                                                                    <div class=\"product-image\">\n                                        <img decoding=\"async\" width=\"825\" height=\"550\" src=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD_825x550px_final_Nov-2025.jpg\" class=\"attachment-mes-md size-mes-md\" alt=\"\" srcset=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD_825x550px_final_Nov-2025-300x400.jpg 300w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD_825x550px_final_Nov-2025-480x320.jpg 480w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD_825x550px_final_Nov-2025-768x512.jpg 768w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD_825x550px_final_Nov-2025.jpg 825w\" sizes=\"(max-width: 825px) 100vw, 825px\" \/>                                    <\/div>\n                                                                <div class=\"product-content product-content--header\">\n                                    <h3 class=\"h5 product-title\">CPD Newborn Surrogate<\/h3>\n                                <\/div>\n                                <div class=\"product-content product-content--body\">\n                                    <p class=\"product-area\">Einsatzgebiet<\/p>\n                                    <p class=\"product-text\">Zur Validierung von CPD Systemen durch die Reproduktion realistischer Atembewegungen von Neugeborenen und Radarsignaturen gem\u00e4\u00df den Euro-NCAP-Anforderungen.<\/p>\n                                    <a class=\"product-more js-product-more\" href=\"#\">weitere Infos<\/a>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"swiper-slide\">\n                            <div class=\"product-teaser\" data-id=\"3380\">\n                                                                    <div class=\"product-image\">\n                                        <img decoding=\"async\" width=\"825\" height=\"550\" src=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-3-Y_825x550px_final_Nov-2025.jpg\" class=\"attachment-mes-md size-mes-md\" alt=\"\" srcset=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-3-Y_825x550px_final_Nov-2025-300x400.jpg 300w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-3-Y_825x550px_final_Nov-2025-480x320.jpg 480w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-3-Y_825x550px_final_Nov-2025-768x512.jpg 768w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-3-Y_825x550px_final_Nov-2025.jpg 825w\" sizes=\"(max-width: 825px) 100vw, 825px\" \/>                                    <\/div>\n                                                                <div class=\"product-content product-content--header\">\n                                    <h3 class=\"h5 product-title\">CPD 3-Year-Old Child Surrogate<\/h3>\n                                <\/div>\n                                <div class=\"product-content product-content--body\">\n                                    <p class=\"product-area\">Einsatzgebiet<\/p>\n                                    <p class=\"product-text\">F\u00fcr die Validierung von CPD Systemen, erm\u00f6glicht eine zuverl\u00e4ssige Pr\u00fcfung verschiedener Atemfrequenzen und Gliedma\u00dfenbewegungen gem\u00e4\u00df den Euro-NCAP-Anforderungen.<\/p>\n                                    <a class=\"product-more js-product-more\" href=\"#\">weitere Infos<\/a>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"swiper-slide\">\n                            <div class=\"product-teaser\" data-id=\"3377\">\n                                                                    <div class=\"product-image\">\n                                        <img decoding=\"async\" width=\"825\" height=\"550\" src=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-6-Y_825x550px_final_Nov-2025.jpg\" class=\"attachment-mes-md size-mes-md\" alt=\"\" srcset=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-6-Y_825x550px_final_Nov-2025-300x400.jpg 300w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-6-Y_825x550px_final_Nov-2025-480x320.jpg 480w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-6-Y_825x550px_final_Nov-2025-768x512.jpg 768w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/01\/CPD-6-Y_825x550px_final_Nov-2025.jpg 825w\" sizes=\"(max-width: 825px) 100vw, 825px\" \/>                                    <\/div>\n                                                                <div class=\"product-content product-content--header\">\n                                    <h3 class=\"h5 product-title\">CPD 6-Year-Old Child Surrogate<\/h3>\n                                <\/div>\n                                <div class=\"product-content product-content--body\">\n                                    <p class=\"product-area\">Einsatzgebiet<\/p>\n                                    <p class=\"product-text\">Entwickelt f\u00fcr die Validierung von Tests zur Erkennung der Anwesenheit von Kindern in Kindersitzen und Sitzerh\u00f6hungen, kombiniert bewegliche K\u00f6rperteile mit realistischen Atembewegungen f\u00fcr robuste, Euro NCAP-konforme Tests.<\/p>\n                                    <a class=\"product-more js-product-more\" href=\"#\">weitere Infos<\/a>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                    <\/div>\n                <div class=\"swiper-pagination\"><\/div>\n                <div class=\"swiper-button__container\">\n                    <div class=\"swiper-button__empty\"><\/div>\n                    <div class=\"swiper-button__elements\">\n                        <div class=\"swiper-button-prev\"><\/div>\n                        <div class=\"swiper-button-next\"><\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n    <div class=\"mes_product-modal\" id=\"mes_product-modal\" style=\"display: none;\">\n    <div class=\"mes_product-modal__overlay js-mes_product-modal-close\"><\/div>\n    <div class=\"mes_product-modal__dialog\">\n        <i role=\"button\" class=\"mes_product-modal__close js-product-modal-close icon--close\" aria-label=\"Schlie\u00dfen\"><\/i>\n        <div class=\"mes_product-modal__content\">\n            <div class=\"mes_loader\">\n    <div class=\"ppi_row text-center\">\n        <div class=\"ppi_col-xs-12\">\n            <div class=\"mes_loader__spinner\">\n                <span><\/span>\n                <span><\/span>\n                <span><\/span>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n            <div class=\"mes_product-modal__details\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n[\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_top,ppi_remove_padding_bottom&#8220;][vc_column]<div class=\"mes_headlines mes_headlines--left\"><h4 class=\"h4\">Entwickelt f\u00fcr pr\u00e4zise Validierung<\/h4><\/div>[vc_column_text]Die MESSRING CPD-Surrogate sind gezielt f\u00fcr radarbasierte In-Cabin-Anwendungen konzipiert. Eine metallfreie Konstruktion verhindert elektromagnetische St\u00f6reinfl\u00fcsse. Pneumatische Systeme simulieren Atembewegungen realit\u00e4tsnah. Frequenzoptimierte Reflektor- und Absorberelemente sorgen f\u00fcr eine realistische Radarsignatur.\r\n\r\nDie anthropometrische Auslegung orientiert sich an wissenschaftlichen Referenzdaten sowie an den Euro NCAP CPD-Anforderungen und erm\u00f6glicht so eine reproduzierbare, standardisierte Validierung \u00fcber verschiedene Sensorsysteme hinweg.[\/vc_column_text][\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column]<div class=\"mes_headlines mes_headlines--left\"><h4 class=\"h4\">Key Insights<\/h4><\/div>[vc_column_text two_column_text=&#8220;true&#8220;]Die vergleichende Analyse zeigte, dass die in die Studie einbezogenen MESSRING-Surrogate ein Radarreflexionsverhalten aufweisen, das mit dem von echten Kindern vergleichbar ist. Die Signalst\u00e4rke zeigte sowohl bei echten Kindern als auch bei Surrogaten eine \u00e4hnliche Streuung \u00fcber die verschiedenen Detektionswinkel. Die In-Vehicle-Messungen best\u00e4tigten zudem eine robuste Vergleichbarkeit \u00fcber unterschiedliche Sitzpositionen und Systemkonfigurationen hinweg.[\/vc_column_text][\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220;][vc_column]\n<div class=\"mes_gallery\">\n                    <div class=\"mes_gallery__item mes_gallery__item--1\">\n            <a href=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie3_1200x800px-1024x683.jpg\"\n               class=\"ppi_js_lightbox\"\n               data-lightbox=\"lightbox-69e785b29bc42\"\n               rel=\"lightbox\">\n                <img width=\"1200\" height=\"800\" src=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie3_1200x800px.jpg\" class=\"mes_gallery__img\" alt=\"\" decoding=\"async\" srcset=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie3_1200x800px-300x400.jpg 300w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie3_1200x800px-480x320.jpg 480w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie3_1200x800px-768x512.jpg 768w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie3_1200x800px-992x661.jpg 992w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie3_1200x800px.jpg 1200w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>                <div class=\"mes_gallery__overlay\">\n                    <i class=\"icon--camera\"><\/i>\n                <\/div>\n            <\/a>\n        <\/div>\n                    <div class=\"mes_gallery__item mes_gallery__item--2\">\n            <a href=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie1_600x800px.jpg\"\n               class=\"ppi_js_lightbox\"\n               data-lightbox=\"lightbox-69e785b29bc42\"\n               rel=\"lightbox\">\n                <img width=\"600\" height=\"800\" src=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie1_600x800px.jpg\" class=\"mes_gallery__img\" alt=\"\" decoding=\"async\" srcset=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie1_600x800px-300x400.jpg 300w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie1_600x800px-480x640.jpg 480w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie1_600x800px.jpg 600w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>                <div class=\"mes_gallery__overlay\">\n                    <i class=\"icon--camera\"><\/i>\n                <\/div>\n            <\/a>\n        <\/div>\n                    <div class=\"mes_gallery__item mes_gallery__item--3\">\n            <a href=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie2_600x800px.jpg\"\n               class=\"ppi_js_lightbox\"\n               data-lightbox=\"lightbox-69e785b29bc42\"\n               rel=\"lightbox\">\n                <img width=\"600\" height=\"800\" src=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie2_600x800px.jpg\" class=\"mes_gallery__img\" alt=\"\" decoding=\"async\" srcset=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie2_600x800px-300x400.jpg 300w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie2_600x800px-480x640.jpg 480w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie2_600x800px.jpg 600w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>                <div class=\"mes_gallery__overlay\">\n                    <i class=\"icon--camera\"><\/i>\n                <\/div>\n            <\/a>\n        <\/div>\n                    <div class=\"mes_gallery__item mes_gallery__item--4\">\n            <a href=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie4_1200x800px-1024x683.jpg\"\n               class=\"ppi_js_lightbox\"\n               data-lightbox=\"lightbox-69e785b29bc42\"\n               rel=\"lightbox\">\n                <img width=\"1200\" height=\"800\" src=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie4_1200x800px.jpg\" class=\"mes_gallery__img\" alt=\"\" decoding=\"async\" srcset=\"https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie4_1200x800px-300x400.jpg 300w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie4_1200x800px-480x320.jpg 480w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie4_1200x800px-768x512.jpg 768w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie4_1200x800px-992x661.jpg 992w, https:\/\/www.messring.de\/wp-content\/uploads\/2026\/02\/CPD-Studie4_1200x800px.jpg 1200w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>                <div class=\"mes_gallery__overlay\">\n                    <i class=\"icon--camera\"><\/i>\n                <\/div>\n            <\/a>\n        <\/div>\n    <\/div>\n\n[\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column]<div class=\"mes_headlines mes_headlines--left\"><h4 class=\"h4\">Evidenzbasierte Weiterentwicklung von CPD-Systemen<\/h4><\/div>[vc_column_text two_column_text=&#8220;true&#8220;]Das Projekt liefert einen der ersten ethisch genehmigten Datens\u00e4tze, der surrogatebasierte CPD-Validierung direkt mit realen Kindermessungen verkn\u00fcpft. Durch die Kombination aus biomechanischer Expertise, industrieller Radarentwicklung und spezialisierter Dummytechnologie entstand eine belastbare technische Grundlage f\u00fcr die Weiterentwicklung von CPD-Systemen.\r\n\r\nF\u00fcr OEMs, Tier-1-Zulieferer und Pr\u00fcflabore bedeutet dies mehr Validierungssicherheit, reduzierte Entwicklungsrisiken und eine fundierte Basis im Hinblick auf zuk\u00fcnftige regulatorische und NCAP-Anforderungen.[\/vc_column_text][\/vc_column][\/vc_row]<\/div>","protected":false},"excerpt":{"rendered":"[vc_row ppi_row_padding=&#8220;ppi_remove_padding_top,ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column][\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_top,ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column][\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220;][vc_column][\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column][vc_column_text]Um diese Frage fundiert zu beantworten, f\u00fchrte MESSRING ein gemeinsames Forschungsprojekt mit der LMU M\u00fcnchen (Institut f\u00fcr Biomechanik und Unfallanalyse), AUMOVIO SE, Embedded AI (Linguwerk GmbH) sowie der AZT Automotive GmbH (Allianz Zentrum f\u00fcr Technik) durch. Ziel war es, objektive Referenzdaten aus Messungen an realen Kindern zu generieren [&hellip;]","protected":false},"author":10,"featured_media":3906,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[77],"tags":[],"class_list":["post-3894","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Studie: Validierung von Child Presence Detection Systemen - Messring<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.messring.de\/de\/studie-validierung-von-child-presence-detection-systemen\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Studie: Validierung von Child Presence Detection Systemen - Messring\" \/>\n<meta property=\"og:description\" content=\"[vc_row ppi_row_padding=&#8220;ppi_remove_padding_top,ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column][\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_top,ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column][\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220;][vc_column][\/vc_column][\/vc_row][vc_row ppi_row_padding=&#8220;ppi_remove_padding_bottom&#8220; full_width=&#8220;stretch_row&#8220;][vc_column][vc_column_text]Um diese Frage fundiert zu beantworten, f\u00fchrte MESSRING ein gemeinsames Forschungsprojekt mit der LMU M\u00fcnchen (Institut f\u00fcr Biomechanik und Unfallanalyse), AUMOVIO SE, Embedded AI (Linguwerk GmbH) sowie der AZT Automotive GmbH (Allianz Zentrum f\u00fcr Technik) durch. 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