Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen
Beispiele für visuelles Top-View-SLAM bei mobilen Robotern in der Photovoltaikfertigung, Automobilfertigung und in Lagern für bodengestapelte Bekleidung.
SLAM (simultaneous localization and mapping, simultane Lokalisierung und Kartierung) ermöglicht einem Roboter, in einer unbekannten oder veränderlichen Umgebung eine Karte zu erstellen und seine Pose zu schätzen. In der Top-View-SLAM-Lösung von MRDVS ist eine RGB-D-Kamera oben auf dem Fahrzeug montiert und nutzt die Decke sowie andere Merkmale oberhalb des Fahrzeugs zur Lokalisierung.
Im Vergleich zu Lösungen, die ausschließlich auf Bodenmerkmalen beruhen, kann eine Top-View-Kamera Verdeckungen durch Fracht und Personen am Boden reduzieren. Sie erfasst Tiefendaten oberhalb des Fahrzeugs und schätzt während der Kartenerstellung die Fahrzeugpose.
Die Produktionsanlagen und Transportroboter an diesem Standort wurden schrittweise in Betrieb genommen, daher änderten sich Umgebung und Verkehrsaufkommen kontinuierlich. Das Projekt montierte ein Top-View-SLAM-Modul auf einem integrierten Transportroboter, um eine stabile Positionierung an den Andockpunkten der Maschinen aufrechtzuerhalten. Den Projektaufzeichnungen zufolge umfassten die beiden Werkstätten etwa 80,000 m², und im erfassten Zeitraum nutzten mehr als 500 AGVs das Modul.
In dieser offenen Werkstatt änderte sich das Verkehrsaufkommen durch Materialwagen, Komponenten und Personal schnell. Der Navigationssensor wurde oben auf einem AMR mit Rollenförderer montiert, um den Transport von Motorkomponenten zu lokalisieren.
Das Lager verfügt über mehr als 4,000 Lagerplätze mit engen Abständen und häufig wechselnden Beständen. Das Navigationsmodul wurde oben auf einem AGV-Gabelstapler zur Lokalisierung des Palettentransports installiert.
Validieren Sie vor der Bereitstellung die Abdeckung von Merkmalen oberhalb des Fahrzeugs, Verdeckungen im Sichtfeld, Kartenaktualisierungen, Fahrzeugvibrationen und den Ablauf der Relokalisierung.
War diese Seite hilfreich?
{"docsConfig":{"theme":"mint","$schema":"https://mintlify.com/docs.json","name":"MRDVS","description":"迈尔微视产品、开发集成、行业解决方案与客户支持文档。","colors":{"primary":"#1248B8","light":"#43A5E5","dark":"#217DB5"},"logo":{"light":"https://mintcdn.com/mrdvs/gEte5Lm3vPtLdk_a/logo/logo.svg?fit=max\u0026auto=format\u0026n=gEte5Lm3vPtLdk_a\u0026q=85\u0026s=1d0001033c0b1f686e1d5e4c6576c469","dark":"https://mintcdn.com/mrdvs/gEte5Lm3vPtLdk_a/logo/logo.svg?fit=max\u0026auto=format\u0026n=gEte5Lm3vPtLdk_a\u0026q=85\u0026s=1d0001033c0b1f686e1d5e4c6576c469"},"favicon":{"light":"https://mintcdn.com/mrdvs/JvNnjyd3Kf1Xtjg2/images/favicon.png?fit=max\u0026auto=format\u0026n=JvNnjyd3Kf1Xtjg2\u0026q=85\u0026s=32919de7e789d7ed8f560b485c05bd4a","dark":"https://mintcdn.com/mrdvs/JvNnjyd3Kf1Xtjg2/images/favicon.png?fit=max\u0026auto=format\u0026n=JvNnjyd3Kf1Xtjg2\u0026q=85\u0026s=32919de7e789d7ed8f560b485c05bd4a"},"appearance":{"default":"light","strict":true},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://www.mrdvs.cn/","label":"MRDVS"}],"primary":{"type":"button","label":"联系我们","href":"https://work.weixin.qq.com/ca/cawcde978188b336f1"}},"footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://www.mrdvs.cn/"},"links":[{"header":"产品","items":[{"label":"S 系列3D相机","href":"https://www.mrdvs.cn/product/3d-obstacle-avoidance-cameras-s-series"},{"label":"M 系列3D相机","href":"https://www.mrdvs.cn/product/m-series"},{"label":"V 系列导航模组","href":"https://www.mrdvs.cn/product/v-series"}]},{"header":"解决方案","items":[{"label":"移动机器人视觉","href":"https://www.mrdvs.cn/solutions/solutions-industrial-mobile-robot"},{"label":"仓储物流自动化","href":"https://www.mrdvs.cn/solutions/solutions-warehouse-visual-perception"},{"label":"无人机视觉感知","href":"https://www.mrdvs.cn/solutions/solutions-drones"}]},{"header":"联系我们","items":[{"label":"关于 MRDVS","href":"/about"},{"label":"售前咨询","href":"https://work.weixin.qq.com/ca/cawcde978188b336f1"},{"label":"电话:400-025-6680","href":"/contact"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"seo":{"metatags":{"canonical":"https://docs.mrdvs.com","google-site-verification":"paNq6FdXn6w3vlYqGqsx4YFtZgIyoE54Ya803O0ilNM","baidu-site-verification":"codeva-aVWshvu4wM","msvalidate.01":"79667988DD5B77655E355B82AFD283E3"}},"icons":{"library":"fontawesome"},"styling":{"eyebrows":"section","latex":false},"integrations":{"clarity":{"projectId":"xmhznno359"},"ga4":{"measurementId":"G-0F8Q5CXHX4"}},"errors":{"404":{"redirect":false}},"contextual":{"options":["copy","view","chatgpt","claude"],"display":"header"},"interaction":{"drilldown":false},"navigation":{"languages":[{"language":"zh-CN","default":true,"footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://www.mrdvs.cn/"},"links":[{"header":"产品","items":[{"label":"S 系列3D相机","href":"https://www.mrdvs.cn/product/3d-obstacle-avoidance-cameras-s-series"},{"label":"M 系列3D相机","href":"https://www.mrdvs.cn/product/m-series"},{"label":"V 系列导航模组","href":"https://www.mrdvs.cn/product/v-series"}]},{"header":"解决方案","items":[{"label":"移动机器人视觉","href":"https://www.mrdvs.cn/solutions/solutions-industrial-mobile-robot"},{"label":"仓储物流自动化","href":"https://www.mrdvs.cn/solutions/solutions-warehouse-visual-perception"},{"label":"无人机视觉感知","href":"https://www.mrdvs.cn/solutions/solutions-drones"}]},{"header":"联系我们","items":[{"label":"关于 MRDVS","href":"/about"},{"label":"售前咨询","href":"https://work.weixin.qq.com/ca/cawcde978188b336f1"},{"label":"电话:400-025-6680","href":"/contact"},{"label":"[email protected]","href":"mailto:[email protected]"},{"label":"浙ICP备2023021387号-2","href":"https://beian.miit.gov.cn/"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://www.mrdvs.cn/","label":"MRDVS"}],"primary":{"type":"button","label":"联系我们","href":"https://work.weixin.qq.com/ca/cawcde978188b336f1"}},"href":""},{"language":"en","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Products","items":[{"label":"S Series 3D Cameras","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"M Series 3D Cameras","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"V Series Localization","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Solutions","items":[{"label":"Mobile Robot Vision","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Warehouse \u0026 Logistics","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Lawn Mower Perception","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Contact Us","items":[{"label":"About MRDVS","href":"/en/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Contact Us","href":"/en/contact"}},"href":"en"},{"language":"ja","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"製品","items":[{"label":"Sシリーズ3Dカメラ","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"Mシリーズ3Dカメラ","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Vシリーズローカライゼーション","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"ソリューション","items":[{"label":"モバイルロボットビジョン","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"倉庫・物流","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"芝刈り機向け認識","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"お問い合わせ","items":[{"label":"MRDVSについて","href":"/ja/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"お問い合わせ","href":"/ja/contact"}},"href":"ja"},{"language":"ko","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"제품","items":[{"label":"S 시리즈 3D 카메라","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"M 시리즈 3D 카메라","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"V 시리즈 위치 추정","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"솔루션","items":[{"label":"이동 로봇 비전","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"창고 및 물류","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"잔디깎이 로봇 인식","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"문의","items":[{"label":"MRDVS 소개","href":"/ko/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"문의하기","href":"/ko/contact"}},"href":"ko"},{"language":"vi","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Sản phẩm","items":[{"label":"Camera 3D dòng S","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"Camera 3D dòng M","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Định vị dòng V","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Giải pháp","items":[{"label":"Thị giác robot di động","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Kho vận \u0026 logistics","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Nhận thức cho máy cắt cỏ","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Liên hệ","items":[{"label":"Giới thiệu MRDVS","href":"/vi/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Liên hệ","href":"/vi/contact"}},"href":"vi"},{"language":"de","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Produkte","items":[{"label":"3D-Kameras der S-Serie","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"3D-Kameras der M-Serie","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Lokalisierung der V-Serie","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Lösungen","items":[{"label":"Robotersicht für mobile Roboter","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Lager und Logistik","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Wahrnehmung für Rasenmäher","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Kontakt","items":[{"label":"Über MRDVS","href":"/de/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Kontakt","href":"/de/contact"}},"href":"de"},{"language":"it","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Prodotti","items":[{"label":"Telecamere 3D serie S","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"Telecamere 3D serie M","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Localizzazione serie V","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Soluzioni","items":[{"label":"Visione per robot mobili","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Magazzino e logistica","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Percezione per rasaerba","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Contatti","items":[{"label":"Informazioni su MRDVS","href":"/it/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Contatti","href":"/it/contact"}},"href":"it"},{"language":"es","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Productos","items":[{"label":"Cámaras 3D de la serie S","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"Cámaras 3D de la serie M","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Localización de la serie V","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Soluciones","items":[{"label":"Visión para robots móviles","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Almacén y logística","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Percepción para cortacéspedes","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Contacto","items":[{"label":"Acerca de MRDVS","href":"/es/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Contacto","href":"/es/contact"}},"href":"es"},{"language":"ru","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Продукты","items":[{"label":"3D-камеры серии S","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"3D-камеры серии M","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Локализация серии V","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Решения","items":[{"label":"Зрение мобильных роботов","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Склад и логистика","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Восприятие для газонокосилок","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Связаться с нами","items":[{"label":"О MRDVS","href":"/ru/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Связаться с нами","href":"/ru/contact"}},"href":"ru"}]}},"deployment":{"deploymentMetadataValue":{"subdomain":"mrdvs","hasAudioNarration":false,"actualSubdomain":"mrdvs","customDomains":["docs.mrdvs.com"],"gitSource":{"type":"github","owner":"lanxin-mrdvs","repo":"mintlify_docs","deployBranch":"main","contentDirectory":"","isPrivate":true,"mountPath":"","label":""},"chroma":{"collectionId":"ac0a5eca-ccf5-4877-b375-714079183569","liveDeploymentHistoryId":"6adb039170fea1df2fc69394","schemaVersion":"v3","latestBuiltDeploymentHistoryId":"6adb039170fea1df2fc69394"},"feedback":{"issues":false,"thumbs":true,"edits":false,"agentFeedback":true},"entitlements":{},"buildId":"6adb039170fea1df2fc69394","clientVersion":"0.0.3965","searchFilterCounts":[{"language":"zh-CN","tag":"工业解决方案","count":22},{"language":"de","tag":"Industrielle Lösungen","count":22},{"language":"en","tag":"Industrial solutions","count":22},{"language":"es","tag":"Soluciones industriales","count":22},{"language":"it","tag":"Soluzioni industriali","count":22},{"language":"ja","tag":"産業向けソリューション","count":22},{"language":"ko","tag":"산업 솔루션","count":22},{"language":"ru","tag":"Промышленные решения","count":22},{"language":"vi","tag":"Giải pháp công nghiệp","count":22},{"language":"zh-CN","tag":"开发者中心","count":13},{"language":"zh-CN","tag":"解决方案与案例","count":13},{"language":"de","tag":"Entwickler","count":13},{"language":"de","tag":"Lösungen und Praxisbeispiele","count":13},{"language":"en","tag":"Developers","count":13},{"language":"en","tag":"Solutions and case studies","count":13},{"language":"es","tag":"Desarrolladores","count":13},{"language":"es","tag":"Soluciones y casos de uso","count":13},{"language":"it","tag":"Sviluppatori","count":13},{"language":"it","tag":"Soluzioni e casi applicativi","count":13},{"language":"ja","tag":"開発者向け","count":13},{"language":"ja","tag":"ソリューション・導入事例","count":13},{"language":"ko","tag":"개발자 센터","count":13},{"language":"ko","tag":"솔루션 및 적용 사례","count":13},{"language":"ru","tag":"Разработчикам","count":13},{"language":"ru","tag":"Решения и примеры внедрения","count":13},{"language":"vi","tag":"Nhà phát triển","count":13},{"language":"vi","tag":"Giải pháp và dự án thực tế","count":13},{"language":"zh-CN","tag":"支持与下载","count":11},{"language":"de","tag":"Support und Downloads","count":11},{"language":"en","tag":"Support and downloads","count":11},{"language":"es","tag":"Soporte y descargas","count":11},{"language":"it","tag":"Supporto e download","count":11},{"language":"ja","tag":"サポート・ダウンロード","count":11},{"language":"ko","tag":"지원 및 다운로드","count":11},{"language":"ru","tag":"Поддержка и загрузки","count":11},{"language":"vi","tag":"Hỗ trợ và tải xuống","count":11},{"language":"zh-CN","tag":"视觉硬件产品","count":10},{"language":"de","tag":"Vision-Hardware","count":10},{"language":"en","tag":"Vision hardware","count":10},{"language":"es","tag":"Hardware de visión","count":10},{"language":"it","tag":"Hardware di visione","count":10},{"language":"ja","tag":"ビジョンハードウェア","count":10},{"language":"ko","tag":"비전 하드웨어","count":10},{"language":"ru","tag":"Оборудование машинного зрения","count":10},{"language":"vi","tag":"Phần cứng thị giác","count":10},{"language":"zh-CN","tag":"智能仓储与搬运","count":8},{"language":"de","tag":"Lagerautomatisierung und Materialtransport","count":8},{"language":"en","tag":"Warehouse automation and handling","count":8},{"language":"es","tag":"Automatización de almacenes y manipulación","count":8},{"language":"it","tag":"Automazione di magazzino e movimentazione","count":8},{"language":"ja","tag":"倉庫自動化・搬送","count":8},{"language":"ko","tag":"창고 자동화 및 물류 이송","count":8},{"language":"ru","tag":"Автоматизация складов и перемещение грузов","count":8},{"language":"vi","tag":"Tự động hóa kho và vận chuyển hàng","count":8},{"language":"zh-CN","tag":"仓储物流","count":6},{"language":"de","tag":"Lager und Logistik","count":6},{"language":"en","tag":"Warehouse and logistics","count":6},{"language":"es","tag":"Almacén y logística","count":6},{"language":"it","tag":"Magazzino e logistica","count":6},{"language":"ja","tag":"倉庫・物流","count":6},{"language":"ko","tag":"창고 및 물류","count":6},{"language":"ru","tag":"Склад и логистика","count":6},{"language":"vi","tag":"Kho vận","count":6},{"language":"zh-CN","tag":"概览","count":5},{"language":"zh-CN","tag":"S 系列环境感知 3D 相机","count":5},{"language":"zh-CN","tag":"下载中心","count":5},{"language":"de","tag":"Überblick","count":5},{"language":"de","tag":"S-Serie – 3D-Kameras zur Umfelderfassung","count":5},{"language":"de","tag":"Downloads","count":5},{"language":"en","tag":"Overview","count":5},{"language":"en","tag":"S Series 3D perception cameras","count":5},{"language":"en","tag":"Downloads","count":5},{"language":"es","tag":"Descripción general","count":5},{"language":"es","tag":"Serie S – cámaras 3D de percepción del entorno","count":5},{"language":"es","tag":"Descargas","count":5},{"language":"it","tag":"Panoramica","count":5},{"language":"it","tag":"Serie S – telecamere 3D per la percezione ambientale","count":5},{"language":"it","tag":"Download","count":5},{"language":"ja","tag":"概要","count":5},{"language":"ja","tag":"Sシリーズ 環境認識3Dカメラ","count":5},{"language":"ja","tag":"ダウンロード","count":5},{"language":"ko","tag":"개요","count":5},{"language":"ko","tag":"S 시리즈 환경 인식 3D 카메라","count":5},{"language":"ko","tag":"다운로드","count":5},{"language":"ru","tag":"Обзор","count":5},{"language":"ru","tag":"Серия S — 3D-камеры восприятия среды","count":5},{"language":"ru","tag":"Загрузки","count":5},{"language":"vi","tag":"Tổng quan","count":5},{"language":"vi","tag":"Camera 3D nhận biết môi trường dòng S","count":5},{"language":"vi","tag":"Tải xuống","count":5}]},"assistantConfig":{"enableAskAiButton":false,"enableStarterQuestions":false,"enableContextualStarterQuestions":false,"enableAskAiSearchBar":true},"hasChatPermissions":false,"hasWebMcpPermissions":false,"toggles":[{"name":"kill-isr","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-mintlify-slack","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-v7-file-tree","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-integrations-settings","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-pr-grouping","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"custom-prefix","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"analytics-v7","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"user-flows-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"no-publish-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-onboarding","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"llms-txt-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"pause-universal-search-reconcile","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving-live","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"stripTemperatureMiddleware","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"per-site-search-delta","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"support-platform-pylon-zendesk","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"instant-rollback","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications-server","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-private-page-search","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-fable","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fixed-ai-action-pricing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automation-resolve-merge-conflict","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"scoped-publishing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"mintql","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"page-level-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-version-history-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-nav-generations","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-page-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workspace-projects","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"assistant-v5","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"byok-sep-25","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fork-pr-previews","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"revalidation-jwt","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"vite-origin","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-agent-model-picker","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-updated-9-15","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"hobby-abuse-scan","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"dashboard-inbox","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false}],"isAtlas":false,"googleFontsInlined":false},"customCss":[{"filePath":"assets/styles.css","content":"#localization-select-trigger::before{background-color:currentColor;content:\"\";flex:0 0 .875rem;height:.875rem;margin-right:.125rem;-webkit-mask:url(https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/solid/language.svg) center/contain no-repeat;mask:url(https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/solid/language.svg) center/contain no-repeat;width:.875rem}#ask-assistant-code-block-button,#assistant-entry,#assistant-entry-mobile,#chat-assistant-sheet{display:none!important}"},{"filePath":"style.css","content":".nav-tag-pill-text[data-nav-tag]{display:inline-flex;align-items:center;font-size:.8125rem!important;font-weight:500!important;line-height:1.35!important;padding:.125rem .375rem!important;border-radius:.375rem!important;white-space:nowrap}#sidebar .nav-tag-pill,#sidebar [data-nav-tag]{border-width:0!important;border-style:none!important;outline:0!important;box-shadow:none!important}.mrdvs-discontinued,[data-nav-tag=已停产],[data-nav-tag=新品]{color:#b91c1c!important;background-color:#fef2f2!important;border:0!important}.dark .mrdvs-discontinued,.dark [data-nav-tag=已停产]{color:#fca5a5!important;background-color:#450a0a!important}[data-nav-tag=新品]{color:#854d0e!important;background-color:#fef9c3!important}.dark [data-nav-tag=新品]{color:#fde047!important;background-color:#422006!important}.mrdvs-icp-source{display:none!important}.mrdvs-icp{width:100%;grid-column:1/-1;flex-basis:100%;padding:1.25rem 0;text-align:center;font-size:.8125rem;line-height:1.8;color:#525252}.mrdvs-icp a{text-decoration:underline;text-underline-offset:3px}.dark .mrdvs-icp{color:#d4d4d4}[data-nav-tag=Discontinued]{color:#b91c1c!important;background-color:#fef2f2!important;border:0!important}[data-nav-tag=New]{color:#854d0e!important;background-color:#fef9c3!important;border:0!important}[data-nav-tag=生産終了]{color:#b91c1c!important;background-color:#fef2f2!important;border:0!important}[data-nav-tag=新製品],[data-nav-tag=단종]{color:#854d0e!important;background-color:#fef9c3!important;border:0!important}[data-nav-tag=단종]{color:#b91c1c!important;background-color:#fef2f2!important}[data-nav-tag=신제품]{color:#854d0e!important;background-color:#fef9c3!important;border:0!important}[data-nav-tag=\"Ngừng sản xuất\"]{color:#b91c1c!important;background-color:#fef2f2!important;border:0!important}[data-nav-tag=Mới]{color:#854d0e!important;background-color:#fef9c3!important;border:0!important}[data-nav-tag=Abgekündigt]{color:#b91c1c!important;background-color:#fef2f2!important;border:0!important}[data-nav-tag=Neu]{color:#854d0e!important;background-color:#fef9c3!important;border:0!important}[data-nav-tag=\"Fuori produzione\"]{color:#b91c1c!important;background-color:#fef2f2!important;border:0!important}[data-nav-tag=Novità]{color:#854d0e!important;background-color:#fef9c3!important;border:0!important}[data-nav-tag=Descatalogado]{color:#b91c1c!important;background-color:#fef2f2!important;border:0!important}[data-nav-tag=Nuevo]{color:#854d0e!important;background-color:#fef9c3!important;border:0!important}[data-nav-tag=\"Снят с производства\"]{color:#b91c1c!important;background-color:#fef2f2!important;border:0!important}[data-nav-tag=Новинка]{color:#854d0e!important;background-color:#fef9c3!important;border:0!important}html #sidebar-content a[href] .nav-tag-pill-text[data-nav-tag]{border:0 transparent!important;box-shadow:none!important}[data-nav-tag=即将发布]{color:#1d4ed8!important;background-color:#eff6ff!important;border:0!important;white-space:nowrap}.dark [data-nav-tag=即将发布]{color:#93c5fd!important;background-color:#172554!important}.mrdvs-video{width:100%;margin:1.5rem 0}.mrdvs-video-screen{position:relative;width:100%;aspect-ratio:16/9;overflow:hidden;border-radius:.875rem;background:#14141c}.mrdvs-video-screen iframe,.mrdvs-video-start{position:absolute;inset:0;display:block;width:100%;height:100%;border:0}.mrdvs-video-start{padding:0;cursor:pointer;color:#fff;background:#14141c}.mrdvs-video-start img{width:100%;height:100%;margin:0;object-fit:contain;opacity:.85}.mrdvs-video-start:hover img{opacity:1}.mrdvs-video-start:focus-visible{outline:3px solid #60a5fa;outline-offset:-4px}.mrdvs-video-label,.mrdvs-video-play{position:absolute;left:50%;background:rgb(20 20 28/88%)}.mrdvs-video-play{top:50%;display:grid;place-items:center;transform:translate(-50%,-50%);width:64px;height:64px;border-radius:50%;font-size:25px;padding-left:4px}.mrdvs-video-label{bottom:16px;transform:translateX(-50%);padding:4px 12px;border-radius:6px;font-size:14px;white-space:nowrap}.mrdvs-video figcaption{display:flex;justify-content:space-between;gap:.5rem 1rem;flex-wrap:wrap;margin-top:.6rem;font-size:14px;line-height:1.6}.mrdvs-video figcaption a{flex-shrink:0}.mrdvs-legacy-manual td p,.mrdvs-legacy-manual th p{margin:.25rem 0}[data-nav-tag=\"Coming soon\"],[data-nav-tag=\"In arrivo\"],[data-nav-tag=\"Sắp ra mắt\"],[data-nav-tag=\"출시 예정\"],[data-nav-tag=Demnächst],[data-nav-tag=Próximamente],[data-nav-tag=Скоро],[data-nav-tag=近日発売]{color:#1d4ed8!important;background-color:#eff6ff!important;border:0!important;white-space:nowrap}.dark [data-nav-tag=\"Coming soon\"],.dark [data-nav-tag=\"In arrivo\"],.dark [data-nav-tag=\"Sắp ra mắt\"],.dark [data-nav-tag=\"출시 예정\"],.dark [data-nav-tag=Demnächst],.dark [data-nav-tag=Próximamente],.dark [data-nav-tag=Скоро],.dark [data-nav-tag=近日発売]{color:#93c5fd!important;background-color:#172554!important}.mrdvs-youtube{min-height:200px;border:0}.mrdvs-product-family [data-component-part=card-image]{width:100%;height:auto;aspect-ratio:2/1;max-height:180px;object-fit:cover;object-position:center 70%}.mrdvs-product-family [data-component-part=card-content-container]{padding:14px 16px 16px}.mrdvs-product-family [data-component-part=card-content]{font-size:15px;line-height:1.6}.frame[data-name=frame]:has(img):not(:has(video,iframe)){padding:0;background:0 0;margin-top:1.5rem;margin-bottom:1.5rem}.frame[data-name=frame]:has(img):not(:has(video,iframe))>.absolute{display:none}.frame[data-name=frame]:has(img):not(:has(video,iframe)) img{max-width:100%;height:auto}.frame:has(.mrdvs-product-hero){max-width:560px;margin-left:auto;margin-right:auto}.frame .mrdvs-product-hero img{width:auto;max-height:360px;object-fit:contain}.frame:has(.mrdvs-imaging-demo){max-width:520px;margin-left:auto;margin-right:auto}#navbar .navbar-link a{background:0 0;color:#526079;box-shadow:none;border:0;padding:6px 0;border-radius:0}#navbar .navbar-link a:hover{color:#1248b8}#navbar .navbar-link a svg[style*=mask-image]{background-color:currentColor}#navbar .navbar-link a:focus-visible{outline:2px solid #1248b8;outline-offset:3px}#navbar #search-bar-entry{height:40px;border-radius:10px;background:#f8fafc}#navbar #topbar-cta-button a{min-height:36px;padding:7px 14px;color:#334155}#navbar #topbar-cta-button a>span{background:0 0;border:1px solid #d7dee8;border-radius:8px;box-shadow:none}#navbar #topbar-cta-button a .text-white{color:inherit}#navbar #topbar-cta-button a svg{display:none}#navbar #topbar-cta-button a:hover>span{background:#f4f7fb;border-color:#aebbd0}.dark #navbar #topbar-cta-button a,.dark #navbar .navbar-link a{color:#cbd5e1}.dark #navbar #search-bar-entry{background:#18202c}.dark #navbar #topbar-cta-button a>span{border-color:#475569}.dark #navbar #topbar-cta-button a:hover>span{background:#1e293b}@media (min-width:1024px){#navbar div:has(>a>.nav-logo){flex:0 0 auto}#navbar div:has(>#search-bar-entry){flex:1 1 360px;max-width:560px;min-width:120px;margin-left:auto}#navbar div:has(>nav[aria-label=Main]){flex:0 0 auto;margin-left:auto}#navbar nav[aria-label=Main]>ul{gap:20px}#navbar nav[aria-label=Main]>ul>:not([hidden])~:not([hidden]){margin-inline-start:0}#navbar div:has(>.nav-tabs){background:#f4f8ff;border-top:1px solid #eaf2ff;border-bottom:1px solid #e5efff}.dark #navbar div:has(>.nav-tabs){background:#141c2a;border-color:#263347}#content-container>div:has(>#content-area){padding-top:24px}#sidebar-content .pt-10{padding-top:24px}#sidebar-content div:has(>#navigation-items)>.sticky:first-child{height:24px}#content-side-layout{top:calc(var(--mintlify-slot-header-height, calc(4rem + var(--topbar-tabs-height, 0rem))) + var(--banner-height, 0px) + 24px)}}"}],"page":{"pagePath":"de/solutions/mobile-robots/cases/slam-in-industrial-environments","slug":"/de/solutions/mobile-robots/cases/slam-in-industrial-environments","pageMetadata":{"title":"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen","sidebarTitle":"Industrielle SLAM-Navigation","description":"Beispiele für visuelles Top-View-SLAM bei mobilen Robotern in der Photovoltaikfertigung, Automobilfertigung und in Lagern für bodengestapelte Bekleidung.","href":"/de/solutions/mobile-robots/cases/slam-in-industrial-environments"},"description":{"compiledSource":"\"use strict\";\nconst {jsx: _jsx} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n const _components = {\n p: \"p\",\n ..._provideComponents(),\n ...props.components\n };\n return _jsx(_components.p, {\n children: \"Beispiele für visuelles Top-View-SLAM bei mobilen Robotern in der Photovoltaikfertigung, Automobilfertigung und in Lagern für bodengestapelte Bekleidung.\"\n });\n}\nfunction MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);\n}\nreturn {\n default: MDXContent\n};\n","frontmatter":{},"scope":{}},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function _createMdxContent(props){const _components={code:`code`,p:`p`,..._provideComponents(),...props.components},{Frame,Heading,OptimizedImage,Tip}=_components;if(!Frame)_missingMdxReference(`Frame`,true);if(!Heading)_missingMdxReference(`Heading`,true);if(!OptimizedImage)_missingMdxReference(`OptimizedImage`,true);if(!Tip)_missingMdxReference(`Tip`,true);return _jsxs(_Fragment,{children:[_jsx(_components.p,{children:`SLAM (simultaneous localization and mapping, simultane Lokalisierung und Kartierung) ermöglicht einem Roboter, in einer unbekannten oder veränderlichen Umgebung eine Karte zu erstellen und seine Pose zu schätzen. In der Top-View-SLAM-Lösung von MRDVS ist eine RGB-D-Kamera oben auf dem Fahrzeug montiert und nutzt die Decke sowie andere Merkmale oberhalb des Fahrzeugs zur Lokalisierung.`}),`\n`,_jsx(Heading,{level:`2`,id:`merkmale-der-lösung`,children:`Merkmale der Lösung`}),`\n`,_jsx(_components.p,{children:`Im Vergleich zu Lösungen, die ausschließlich auf Bodenmerkmalen beruhen, kann eine Top-View-Kamera Verdeckungen durch Fracht und Personen am Boden reduzieren. Sie erfasst Tiefendaten oberhalb des Fahrzeugs und schätzt während der Kartenerstellung die Fahrzeugpose.`}),`\n`,_jsx(Heading,{level:`2`,id:`anwendungsbeispiele`,children:`Anwendungsbeispiele`}),`\n`,_jsx(Heading,{level:`3`,id:`photovoltaik-fertigungswerkstatt`,children:`Photovoltaik-Fertigungswerkstatt`}),`\n`,_jsxs(_components.p,{children:[`Die Produktionsanlagen und Transportroboter an diesem Standort wurden schrittweise in Betrieb genommen, daher änderten sich Umgebung und Verkehrsaufkommen kontinuierlich. Das Projekt montierte ein Top-View-SLAM-Modul auf einem integrierten Transportroboter, um eine stabile Positionierung an den Andockpunkten der Maschinen aufrechtzuerhalten. Den Projektaufzeichnungen zufolge umfassten die beiden Werkstätten etwa `,_jsx(_components.code,{children:`80,000 m²`}),`, und im erfassten Zeitraum nutzten mehr als `,_jsx(_components.code,{children:`500`}),` AGVs das Modul.`]}),`\n`,_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-03.avif?fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=4f4c32960dec9536dd96cddae8cd39f4`,alt:`Top-View-SLAM-Transportroboter in einer Photovoltaikwerkstatt`,\"data-og-width\":`1080`,width:`1080`,\"data-og-height\":`608`,height:`608`,\"data-path\":`images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-03.avif`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-03.avif?w=280\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=5c4f31c258c1403c0152548f7c888b5c 280w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-03.avif?w=560\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=2054d7736c003e8c684b958e4e2af16c 560w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-03.avif?w=840\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=fd2216c9d709509d2024fa7b173887aa 840w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-03.avif?w=1100\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=fda75c5c6f478e28f00641eb75b03f70 1100w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-03.avif?w=1650\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=082424376636cd81fde0a2da3ac436f9 1650w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-03.avif?w=2500\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=4235fa88a1d39a97786438b540b274d6 2500w`})}),`\n`,_jsx(Heading,{level:`3`,id:`automobil-fertigungswerkstatt`,children:`Automobil-Fertigungswerkstatt`}),`\n`,_jsx(_components.p,{children:`In dieser offenen Werkstatt änderte sich das Verkehrsaufkommen durch Materialwagen, Komponenten und Personal schnell. Der Navigationssensor wurde oben auf einem AMR mit Rollenförderer montiert, um den Transport von Motorkomponenten zu lokalisieren.`}),`\n`,_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-04.avif?fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=8675567704ae2adacf84f727f240fef7`,alt:`Top-View-Lokalisierung auf einem AMR mit Rollenförderer in einer Automobilwerkstatt`,\"data-og-width\":`1080`,width:`1080`,\"data-og-height\":`608`,height:`608`,\"data-path\":`images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-04.avif`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-04.avif?w=280\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=433f6224e70b7f982fecb2d8bb3e91f8 280w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-04.avif?w=560\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=30edbfbb753be37a1adbe1738d774763 560w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-04.avif?w=840\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=b5e72397b2ec1b6fe084f98e30aa6740 840w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-04.avif?w=1100\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=1a3173e5eb89ddfce3d673c57a75937d 1100w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-04.avif?w=1650\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=ff32b42fbac842db9f20fe1758c5c92d 1650w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-04.avif?w=2500\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=8e818e54e2218ad4b2b9c2a7a7414dce 2500w`})}),`\n`,_jsx(Heading,{level:`3`,id:`lager-für-bodengestapelte-bekleidung`,children:`Lager für bodengestapelte Bekleidung`}),`\n`,_jsxs(_components.p,{children:[`Das Lager verfügt über mehr als `,_jsx(_components.code,{children:`4,000`}),` Lagerplätze mit engen Abständen und häufig wechselnden Beständen. Das Navigationsmodul wurde oben auf einem AGV-Gabelstapler zur Lokalisierung des Palettentransports installiert.`]}),`\n`,_jsx(Frame,{children:_jsx(OptimizedImage,{src:`https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-06.avif?fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=ee5274c1a1e9fdc718f7fe9597293450`,alt:`Anwendungen der visuellen SLAM-Navigation in industriellen Umgebungen`,\"data-og-width\":`1080`,width:`1080`,\"data-og-height\":`694`,height:`694`,\"data-path\":`images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-06.avif`,\"data-optimize\":`true`,\"data-opv\":`3`,srcset:`https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-06.avif?w=280\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=7a4e7017508ba37cb06e5644d3591742 280w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-06.avif?w=560\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=5958d314329c15c9f89dfbf590e20b9e 560w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-06.avif?w=840\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=96fcfed53e87f18a3d1ec455f8c5caf9 840w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-06.avif?w=1100\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=e9766b5a0d7458e7620542c0f9bc1863 1100w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-06.avif?w=1650\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=e33a4422ccb94bfd686356cfe8ad1fe7 1650w, https://mintcdn.com/mrdvs/TdShDuTINUEOVCXn/images/solutions/mobile-robots-cases-slam-in-industrial-environments-case-sharing-3d-visual-slam-navigation-helps-mobile-robots-operate-06.avif?w=2500\u0026fit=max\u0026auto=format\u0026n=TdShDuTINUEOVCXn\u0026q=85\u0026s=6079bad2bd53f8e6afa09e2ea16701d7 2500w`})}),`\n`,_jsx(Tip,{children:_jsx(_components.p,{children:`Validieren Sie vor der Bereitstellung die Abdeckung von Merkmalen oberhalb des Fahrzeugs, Verdeckungen im Sichtfeld, Kartenaktualisierungen, Fahrzeugvibrationen und den Ablauf der Relokalisierung.`})})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen","sidebarTitle":"Industrielle SLAM-Navigation","description":"Beispiele für visuelles Top-View-SLAM bei mobilen Robotern in der Photovoltaikfertigung, Automobilfertigung und in Lagern für bodengestapelte Bekleidung.","href":"/de/solutions/mobile-robots/cases/slam-in-industrial-environments"}}},"mdxSourceWithNoJs":null},"mdxExtracts":{"tableOfContents":[{"title":"Merkmale der Lösung","slug":"merkmale-der-lösung","depth":2,"children":[]},{"title":"Anwendungsbeispiele","slug":"anwendungsbeispiele","depth":2,"children":[{"title":"Photovoltaik-Fertigungswerkstatt","slug":"photovoltaik-fertigungswerkstatt","depth":3,"children":[]},{"title":"Automobil-Fertigungswerkstatt","slug":"automobil-fertigungswerkstatt","depth":3,"children":[]},{"title":"Lager für bodengestapelte Bekleidung","slug":"lager-für-bodengestapelte-bekleidung","depth":3,"children":[]}]}],"codeExamples":{}},"jsLinks":["/_mintlify/custom/mrdvs/378d39fdec417f5f/external-links.js","/_mintlify/custom/mrdvs/c54e1a04644ca15d/preview-navigation.js","/_mintlify/custom/mrdvs/dd034041c302a149/site-details.js","/_mintlify/custom/mrdvs/a09862a38ab1157d/public-email.js"],"subdomain":"mrdvs","siteName":"MRDVS","title":"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen - MRDVS","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{"zh-CN":{"href":"/solutions/mobile-robots/cases/slam-in-industrial-environments","matchLevel":1},"en":{"href":"/en/solutions/mobile-robots/cases/slam-in-industrial-environments","matchLevel":1},"ja":{"href":"/ja/solutions/mobile-robots/cases/slam-in-industrial-environments","matchLevel":1},"ko":{"href":"/ko/solutions/mobile-robots/cases/slam-in-industrial-environments","matchLevel":1},"vi":{"href":"/vi/solutions/mobile-robots/cases/slam-in-industrial-environments","matchLevel":1},"de":{"href":"/de/solutions/mobile-robots/cases/slam-in-industrial-environments","matchLevel":0},"it":{"href":"/it/solutions/mobile-robots/cases/slam-in-industrial-environments","matchLevel":1},"es":{"href":"/es/solutions/mobile-robots/cases/slam-in-industrial-environments","matchLevel":1},"ru":{"href":"/ru/solutions/mobile-robots/cases/slam-in-industrial-environments","matchLevel":1}}},"lastModified":"2026-10-22T04:37:50.621Z","originalFileLocation":"de/solutions/mobile-robots/cases/slam-in-industrial-environments.mdx","locale":"de"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=\"light\";if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"light\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"description\" content=\"Beispiele für visuelles Top-View-SLAM bei mobilen Robotern in der Photovoltaikfertigung, Automobilfertigung und in Lagern für bodengestapelte Bekleidung.\">\u003cmeta data-mint-head name=\"application-name\" content=\"MRDVS\">\u003cmeta data-mint-head name=\"generator\" content=\"Mintlify\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon/android-chrome-192x192.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon/apple-touch-icon.png\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon/favicon-16x16.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon/favicon-32x32.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon/favicon.ico\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon-dark/android-chrome-192x192.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon-dark/favicon-16x16.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon-dark/favicon-32x32.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon-dark/favicon.ico\" media=\"(prefers-color-scheme: dark)\">\u003cmeta data-mint-head property=\"og:title\" content=\"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen - MRDVS\">\u003cmeta data-mint-head property=\"og:description\" content=\"Beispiele für visuelles Top-View-SLAM bei mobilen Robotern in der Photovoltaikfertigung, Automobilfertigung und in Lagern für bodengestapelte Bekleidung.\">\u003cmeta data-mint-head property=\"og:site_name\" content=\"MRDVS\">\u003cmeta data-mint-head property=\"og:url\" content=\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003cmeta data-mint-head property=\"og:type\" content=\"website\">\u003cmeta data-mint-head property=\"og:image\" content=\"https://mrdvs.mintlify.app/_mintlify/api/og/v2?division=Roboterwahrnehmung+und+Navigation\u0026amp;title=Fallstudie%3A+Navigation+mit+visuellem+SLAM+in+industriellen+Umgebungen\u0026amp;description=Beispiele+f%C3%BCr+visuelles+Top-View-SLAM+bei+mobilen+Robotern+in+der+Photovoltaikfertigung%2C+Automobilfertigung+und+in+Lagern+f%C3%BCr+bodengestapelte+Bekleidung.\u0026amp;theme=202747420bf96d2e3b4223e2\u0026amp;signature=cfb969da4197f12782cf1d17123f6fa123ff72f383165af9c55c00462d270892\">\u003cmeta data-mint-head property=\"og:image:width\" content=\"1200\">\u003cmeta data-mint-head property=\"og:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"twitter:card\" content=\"summary_large_image\">\u003cmeta data-mint-head name=\"twitter:title\" content=\"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen - MRDVS\">\u003cmeta data-mint-head name=\"twitter:description\" content=\"Beispiele für visuelles Top-View-SLAM bei mobilen Robotern in der Photovoltaikfertigung, Automobilfertigung und in Lagern für bodengestapelte Bekleidung.\">\u003cmeta data-mint-head name=\"twitter:image\" content=\"https://mrdvs.mintlify.app/_mintlify/api/og/v2?division=Roboterwahrnehmung+und+Navigation\u0026amp;title=Fallstudie%3A+Navigation+mit+visuellem+SLAM+in+industriellen+Umgebungen\u0026amp;description=Beispiele+f%C3%BCr+visuelles+Top-View-SLAM+bei+mobilen+Robotern+in+der+Photovoltaikfertigung%2C+Automobilfertigung+und+in+Lagern+f%C3%BCr+bodengestapelte+Bekleidung.\u0026amp;theme=202747420bf96d2e3b4223e2\u0026amp;signature=cfb969da4197f12782cf1d17123f6fa123ff72f383165af9c55c00462d270892\">\u003cmeta data-mint-head name=\"twitter:image:width\" content=\"1200\">\u003cmeta data-mint-head name=\"twitter:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"msapplication-config\" content=\"/mintlify-assets/_mintlify/favicons/mrdvs/QwnmvGNekAGjBlQD/_generated/favicon/browserconfig.xml\">\u003cmeta data-mint-head name=\"apple-mobile-web-app-title\" content=\"MRDVS\">\u003cmeta data-mint-head name=\"msapplication-TileColor\" content=\"#1248B8\">\u003cmeta data-mint-head name=\"google-site-verification\" content=\"paNq6FdXn6w3vlYqGqsx4YFtZgIyoE54Ya803O0ilNM\">\u003cmeta data-mint-head name=\"baidu-site-verification\" content=\"codeva-aVWshvu4wM\">\u003cmeta data-mint-head name=\"msvalidate.01\" content=\"79667988DD5B77655E355B82AFD283E3\">\u003clink data-mint-head rel=\"canonical\" href=\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" type=\"application/xml\" href=\"/sitemap.xml\">\u003clink data-mint-head rel=\"alternate\" type=\"text/markdown\" href=\"/de/solutions/mobile-robots/cases/slam-in-industrial-environments.md\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"de\" href=\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"zh-CN\" href=\"https://docs.mrdvs.com/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"en\" href=\"https://docs.mrdvs.com/en/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"ja\" href=\"https://docs.mrdvs.com/ja/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"ko\" href=\"https://docs.mrdvs.com/ko/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"vi\" href=\"https://docs.mrdvs.com/vi/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"it\" href=\"https://docs.mrdvs.com/it/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"es\" href=\"https://docs.mrdvs.com/es/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"ru\" href=\"https://docs.mrdvs.com/ru/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003clink data-mint-head rel=\"alternate\" hreflang=\"x-default\" href=\"https://docs.mrdvs.com/solutions/mobile-robots/cases/slam-in-industrial-environments\">\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https://docs.mrdvs.com/#organization\",\"name\":\"MRDVS\",\"url\":\"https://docs.mrdvs.com\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https://mintcdn.com/mrdvs/gEte5Lm3vPtLdk_a/logo/logo.svg?fit=max\u0026auto=format\u0026n=gEte5Lm3vPtLdk_a\u0026q=85\u0026s=1d0001033c0b1f686e1d5e4c6576c469\"}},{\"@type\":\"WebSite\",\"@id\":\"https://docs.mrdvs.com#website\",\"name\":\"MRDVS\",\"url\":\"https://docs.mrdvs.com\",\"publisher\":{\"@id\":\"https://docs.mrdvs.com/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments#webpage\",\"url\":\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments\",\"name\":\"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen\",\"description\":\"Beispiele für visuelles Top-View-SLAM bei mobilen Robotern in der Photovoltaikfertigung, Automobilfertigung und in Lagern für bodengestapelte Bekleidung.\",\"dateModified\":\"2026-10-22T04:37:50.621Z\",\"isPartOf\":{\"@id\":\"https://docs.mrdvs.com#website\"},\"breadcrumb\":{\"@id\":\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments#breadcrumb\"}},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lösungen und Praxisbeispiele\",\"item\":\"https://docs.mrdvs.com/de/solutions/warehouse/bin-stacking\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen\",\"item\":\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments\"}]},{\"@type\":[\"Article\",\"TechArticle\"],\"@id\":\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments#article\",\"headline\":\"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen\",\"name\":\"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen\",\"description\":\"Beispiele für visuelles Top-View-SLAM bei mobilen Robotern in der Photovoltaikfertigung, Automobilfertigung und in Lagern für bodengestapelte Bekleidung.\",\"url\":\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments\",\"mainEntityOfPage\":{\"@id\":\"https://docs.mrdvs.com/de/solutions/mobile-robots/cases/slam-in-industrial-environments#webpage\"},\"dateModified\":\"2026-10-22T04:37:50.621Z\",\"publisher\":{\"@id\":\"https://docs.mrdvs.com/#organization\"},\"isPartOf\":{\"@id\":\"https://docs.mrdvs.com#website\"}}]}\u003c/script>\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@type\":\"WebSite\",\"name\":\"MRDVS\",\"creator\":{\"@type\":\"Organization\",\"name\":\"Mintlify\",\"url\":\"https://mintlify.com\"}}\u003c/script>","siteName":"MRDVS","nav":{"global":null,"languages":[{"language":"zh-CN","default":true,"footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://www.mrdvs.cn/"},"links":[{"header":"产品","items":[{"label":"S 系列3D相机","href":"https://www.mrdvs.cn/product/3d-obstacle-avoidance-cameras-s-series"},{"label":"M 系列3D相机","href":"https://www.mrdvs.cn/product/m-series"},{"label":"V 系列导航模组","href":"https://www.mrdvs.cn/product/v-series"}]},{"header":"解决方案","items":[{"label":"移动机器人视觉","href":"https://www.mrdvs.cn/solutions/solutions-industrial-mobile-robot"},{"label":"仓储物流自动化","href":"https://www.mrdvs.cn/solutions/solutions-warehouse-visual-perception"},{"label":"无人机视觉感知","href":"https://www.mrdvs.cn/solutions/solutions-drones"}]},{"header":"联系我们","items":[{"label":"关于 MRDVS","href":"/about"},{"label":"售前咨询","href":"https://work.weixin.qq.com/ca/cawcde978188b336f1"},{"label":"电话:400-025-6680","href":"/contact"},{"label":"[email protected]","href":"mailto:[email protected]"},{"label":"浙ICP备2023021387号-2","href":"https://beian.miit.gov.cn/"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://www.mrdvs.cn/","label":"MRDVS"}],"primary":{"type":"button","label":"联系我们","href":"https://work.weixin.qq.com/ca/cawcde978188b336f1"}},"pages":[{"title":"zh-CN","href":"/solutions/mobile-robots/cases/slam-in-industrial-environments"}]},{"language":"en","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Products","items":[{"label":"S Series 3D Cameras","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"M Series 3D Cameras","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"V Series Localization","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Solutions","items":[{"label":"Mobile Robot Vision","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Warehouse \u0026 Logistics","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Lawn Mower Perception","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Contact Us","items":[{"label":"About MRDVS","href":"/en/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Contact Us","href":"/en/contact"}},"pages":[{"title":"en","href":"/en/solutions/mobile-robots/cases/slam-in-industrial-environments"}]},{"language":"ja","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"製品","items":[{"label":"Sシリーズ3Dカメラ","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"Mシリーズ3Dカメラ","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Vシリーズローカライゼーション","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"ソリューション","items":[{"label":"モバイルロボットビジョン","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"倉庫・物流","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"芝刈り機向け認識","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"お問い合わせ","items":[{"label":"MRDVSについて","href":"/ja/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"お問い合わせ","href":"/ja/contact"}},"pages":[{"title":"ja","href":"/ja/solutions/mobile-robots/cases/slam-in-industrial-environments"}]},{"language":"ko","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"제품","items":[{"label":"S 시리즈 3D 카메라","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"M 시리즈 3D 카메라","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"V 시리즈 위치 추정","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"솔루션","items":[{"label":"이동 로봇 비전","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"창고 및 물류","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"잔디깎이 로봇 인식","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"문의","items":[{"label":"MRDVS 소개","href":"/ko/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"문의하기","href":"/ko/contact"}},"pages":[{"title":"ko","href":"/ko/solutions/mobile-robots/cases/slam-in-industrial-environments"}]},{"language":"vi","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Sản phẩm","items":[{"label":"Camera 3D dòng S","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"Camera 3D dòng M","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Định vị dòng V","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Giải pháp","items":[{"label":"Thị giác robot di động","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Kho vận \u0026 logistics","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Nhận thức cho máy cắt cỏ","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Liên hệ","items":[{"label":"Giới thiệu MRDVS","href":"/vi/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Liên hệ","href":"/vi/contact"}},"pages":[{"title":"vi","href":"/vi/solutions/mobile-robots/cases/slam-in-industrial-environments"}]},{"language":"de","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Produkte","items":[{"label":"3D-Kameras der S-Serie","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"3D-Kameras der M-Serie","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Lokalisierung der V-Serie","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Lösungen","items":[{"label":"Robotersicht für mobile Roboter","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Lager und Logistik","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Wahrnehmung für Rasenmäher","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Kontakt","items":[{"label":"Über MRDVS","href":"/de/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Kontakt","href":"/de/contact"}},"tabs":[{"tab":"Startseite","pages":[{"title":"Startseite","href":"/de"}]},{"tab":"Vision-Hardware","pages":[{"title":"Vision-Hardware","href":"/de/products/overview"}]},{"tab":"Industrielle Lösungen","groups":[{"group":"Überblick","pages":[{"title":"Industrielle Lösungen","href":"/de/solutions"}]},{"group":"Lager und Logistik","pages":[{"title":"Anwendungsplattform","href":"/de/solutions/aw3"},{"title":"Palettenandockung","href":"/de/solutions/warehouse/pallet-recognition"},{"title":"Lagerplatzüberwachung","href":"/de/solutions/warehouse/bin-location-status"},{"title":"Depalettierung","href":"/de/solutions/warehouse/soft-package-depalletizing"},{"title":"Überwachung der Personensicherheit","href":"/de/solutions/mobile-robots/human-safety"},{"title":"Volumenmessung","href":"/de/solutions/warehouse/volume-measurement"}]},{"group":"Mobile Roboter","pages":[{"title":"3D-Hinderniserkennung","href":"/de/solutions/mobile-robots/3d-obstacle-avoidance"},{"title":"V2Pro Lokalisierungs- und Navigationsmodul","href":"/de/solutions/mobile-robots/slam-localization"}]},{"group":"Lösungen und Praxisbeispiele","pages":[{"group":"Lagerautomatisierung und Materialtransport","expanded":false,"pages":[{"title":"Behälterstapelung mit AGV-Gabelstaplern","href":"/de/solutions/warehouse/bin-stacking"},{"title":"3D-Vision für die Sicherheit automatisierter Lagersysteme","sidebarTitle":"Sicherheit automatisierter Lagersysteme","href":"/de/solutions/warehouse/automated-storage-safety"},{"title":"Fallstudie: Automatisierte Entpalettierung weicher Packstücke bei einem Chemiehersteller","sidebarTitle":"Entpalettierung weicher Packstücke in der Chemieindustrie","href":"/de/solutions/warehouse/cases/chemical-soft-package-depalletizing"},{"title":"Fallstudie: Erkennung nicht standardisierter Paletten bei der Jushi Group","sidebarTitle":"Erkennung nicht standardisierter Paletten","href":"/de/solutions/warehouse/cases/jushi-nonstandard-pallet-recognition"},{"title":"Fallstudie: Erkennung des Lagerplatzstatus in einem automatisierten Lager","sidebarTitle":"Erkennung des Lagerplatzstatus","href":"/de/solutions/warehouse/cases/bin-location-status"},{"title":"Fallstudie: Behälterstapelung in einem Automobillogistikzentrum","sidebarTitle":"Behälterstapelung im Automobillogistikzentrum","href":"/de/solutions/warehouse/cases/automotive-bin-stacking"},{"title":"Fallstudie: Ein unbemannter Gabelstapler erledigt mehr als 500 Aufgaben pro Tag","sidebarTitle":"Unbemannter Gabelstapler: 500+ Aufgaben","href":"/de/solutions/warehouse/cases/unmanned-forklift-500-tasks"},{"title":"Fallstudie: Top-View-Navigation für einen unbemannten Gabelstapler an 3,000+ Lagerplätzen","sidebarTitle":"Top-View-Navigation für 3,000+ Lagerplätze","description":"Ein großes Lager kombinierte visuelles SLAM, Palettenandocken und 3D-Hindernisvermeidung für eine Umgebung mit 3,000+ häufig wechselnden Lagerplätzen.","href":"/de/solutions/warehouse/cases/overhead-navigation-3000-locations"}]},{"group":"Roboterwahrnehmung und Navigation","expanded":false,"pages":[{"title":"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen","sidebarTitle":"Industrielle SLAM-Navigation","href":"/de/solutions/mobile-robots/cases/slam-in-industrial-environments"},{"title":"Fallstudie: 3D-Vision für einen humanoiden Roboter","sidebarTitle":"3D-Vision für humanoide Roboter","description":"Eine VersaBot-Fallstudie dazu, wie MRDVS-Vision-Komponenten Navigation, Hinderniswahrnehmung und Greifen unterstützen.","href":"/de/solutions/mobile-robots/cases/humanoid-robot-3d-vision"},{"title":"Fallstudie: 3D-visuelle Hindernisvermeidung für einen Under-ride-AMR","sidebarTitle":"Hindernisvermeidung bei Under-ride-AMRs","href":"/de/solutions/mobile-robots/cases/under-ride-amr-obstacle-avoidance"},{"title":"Fallstudie: 3D-visuelle Hindernisvermeidung für einen humanoiden Roboter mit Rädern","sidebarTitle":"Hindernisvermeidung bei humanoiden Robotern mit Rädern","href":"/de/solutions/mobile-robots/cases/wheeled-humanoid-obstacle-avoidance"}]},{"group":"Intelligente Landwirtschaft","expanded":false,"pages":[{"title":"Vision-guidierte Obst- und Gemüseernte","sidebarTitle":"Vision-guidierte Ernte","href":"/de/solutions/agriculture/robotic-harvesting"}]}]}]},{"tab":"Entwickler","pages":[{"title":"Entwickler","href":"/de/developers"}]},{"tab":"Support und Downloads","pages":[{"title":"Support und Downloads","href":"/de/resources"}]}]},{"language":"it","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Prodotti","items":[{"label":"Telecamere 3D serie S","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"Telecamere 3D serie M","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Localizzazione serie V","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Soluzioni","items":[{"label":"Visione per robot mobili","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Magazzino e logistica","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Percezione per rasaerba","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Contatti","items":[{"label":"Informazioni su MRDVS","href":"/it/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Contatti","href":"/it/contact"}},"pages":[{"title":"it","href":"/it/solutions/mobile-robots/cases/slam-in-industrial-environments"}]},{"language":"es","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Productos","items":[{"label":"Cámaras 3D de la serie S","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"Cámaras 3D de la serie M","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Localización de la serie V","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Soluciones","items":[{"label":"Visión para robots móviles","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Almacén y logística","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Percepción para cortacéspedes","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Contacto","items":[{"label":"Acerca de MRDVS","href":"/es/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Contacto","href":"/es/contact"}},"pages":[{"title":"es","href":"/es/solutions/mobile-robots/cases/slam-in-industrial-environments"}]},{"language":"ru","footer":{"socials":{"github":"https://github.com/Lanxin-MRDVS/CameraSDK","linkedin":"https://www.linkedin.com/company/mrdvs","youtube":"https://www.youtube.com/@MRDVS-2024","website":"https://mrdvs.com/"},"links":[{"header":"Продукты","items":[{"label":"3D-камеры серии S","href":"https://mrdvs.com/s-series-obstacle-avoidance-robot-cameras"},{"label":"3D-камеры серии M","href":"https://mrdvs.com/m-series-time-of-flight-camera"},{"label":"Локализация серии V","href":"https://mrdvs.com/v2-pro-rtls-slam-solution"}]},{"header":"Решения","items":[{"label":"Зрение мобильных роботов","href":"https://mrdvs.com/humanoids-quadrupeds-robots"},{"label":"Склад и логистика","href":"https://mrdvs.com/vision-guided-robotics"},{"label":"Восприятие для газонокосилок","href":"https://mrdvs.com/solid-state-lidar-vision-fusion"}]},{"header":"Связаться с нами","items":[{"label":"О MRDVS","href":"/ru/about"},{"label":"WhatsApp","href":"https://wa.me/8613370882355"},{"label":"[email protected]","href":"mailto:[email protected]"}]}]},"navbar":{"links":[{"icon":{"style":"brands","name":"github"},"href":"https://github.com/Lanxin-MRDVS","label":"GitHub"},{"icon":"/images/favicon.png","href":"https://mrdvs.com/","label":"MRDVS"}],"primary":{"type":"button","label":"Связаться с нами","href":"/ru/contact"}},"pages":[{"title":"ru","href":"/ru/solutions/mobile-robots/cases/slam-in-industrial-environments"}]}]},"title":"Fallstudie: Navigation mit visuellem SLAM in industriellen Umgebungen - MRDVS","buildId":"dpl_849ArpqvBiCczQiT1Y1stNGpbqHT","deploymentId":"dpl_849ArpqvBiCczQiT1Y1stNGpbqHT","dynamics":["07c022d89b","a74be98ba7"],"chunks":["Frame-Cz91mEGH.js","DynamicMarkdown-a8hUKrw6.js","zoom-image-lightbox-CaUwvYH3.js","lightbox-handle-r17bVUz3.js"]}