{"id":7894,"date":"2021-03-31T14:16:54","date_gmt":"2021-03-31T12:16:54","guid":{"rendered":"https:\/\/blog.generationrobots.com\/?p=7894"},"modified":"2023-06-28T15:58:20","modified_gmt":"2023-06-28T13:58:20","slug":"a-smart-city-project-with-husky","status":"publish","type":"post","link":"https:\/\/www.generationrobots.com\/blog\/en\/a-smart-city-project-with-husky\/","title":{"rendered":"A smart city project with Husky"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7894\" class=\"elementor elementor-7894\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-251f1d29 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"251f1d29\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1330fcf1\" data-id=\"1330fcf1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-40904544 elementor-widget elementor-widget-text-editor\" data-id=\"40904544\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\n<p>HAW Hamburg (Hamburg University of Applied Sciences) is the third largest university of applied sciences in Germany. It is also where you\u2019ll find the <strong>Autosys<\/strong> research laboratory, specialised in developing autonomous systems for use in smart cities.<\/p>\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"850\" height=\"557\" class=\"wp-image-7844\" src=\"https:\/\/blog.generationrobots.com\/wp-content\/uploads\/2021\/03\/smart-city-robotique-mobile-haw-hamburg.jpg\" alt=\"L'Universit\u00e9 de Hambourg travaille sur un concept de Smart City\" srcset=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2021\/03\/smart-city-robotique-mobile-haw-hamburg.jpg 850w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2021\/03\/smart-city-robotique-mobile-haw-hamburg-300x197.jpg 300w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2021\/03\/smart-city-robotique-mobile-haw-hamburg-768x503.jpg 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><\/figure>\n<p>For several years, G\u00e9n\u00e9ration Robots has been working with Hamburg University, providing the equipment needed for experiments as part of this project (<a class=\"catalogue\" title=\"Autonomous mobile robots\" href=\"\/en\/533-autonomous-mobile-robots\"><strong>mobile robots<\/strong><\/a>, <a class=\"catalogue\" title=\"G\u00e9n\u00e9ration Robots - Laser range-finders\" href=\"https:\/\/www.generationrobots.com\/en\/206-laser-range-finders\"><strong>LiDAR<\/strong><\/a>, <a class=\"catalogue\" title=\"Depth sensors\" href=\"https:\/\/www.generationrobots.com\/en\/205-depth-sensors\"><strong>depth cameras<\/strong><\/a>, etc.).<\/p>\n<h2>TIQ: the HAW Hamburg smart city project<\/h2>\n<p>The HAW laboratory\u2019s <strong>TIQ project<\/strong> (Test Area Intelligent Quartier Mobility) is aimed at improving residents\u2019 quality of life and vehicle mobility.<\/p>\n<h3>Part 1 of the project: data collection<\/h3>\n<p><strong>Data collection<\/strong> is a key part of this project. Researchers will need to build and deploy a network of sensors to glean a wealth of information on the movements of pedestrians, cyclists, scooters, mailmen, etc.<\/p>\n<p>They must also respect inhabitants\u2019 anonymity and privacy (sensors designed on the \u201c<strong>privacy by design<\/strong>\u201d principle).<\/p>\n<p><strong>Machine learning<\/strong> will be used to analyse the huge amounts of data and to cross-reference them with other information, including pollution rates, weather, etc., with a focus on predicting activities and visualising data.<\/p>\n<h3>Part 2 of the project: autonomous robots<\/h3>\n<p>The second part of this project will involve <strong>creating and deploying autonomous vehicles<\/strong> capable of moving around safely in a pedestrian environment.<\/p>\n<p>These robots must be able to act with a high degree of autonomy and perform many different tasks, for example dropping off and picking up items or packages, using a vending machine, etc.<\/p>\n<p>Researchers are currently working on developing a mobile robot able to take a lift on its own so that it can move freely around the campus.<\/p>\n<p>They have chosen a <strong><a class=\"catalogue\" title=\"Husky A200\u2122 UGV mobile base\" href=\"https:\/\/www.generationrobots.com\/en\/402177-husky-a200-ugv-mobile-base.html\">Husky<\/a><\/strong>, designed by Clearpath Robotics and distributed by G\u00e9n\u00e9ration Robots.<\/p>\n<p>The team has equipped it with a UR5 robot arm and various sensors to give it a 3D understanding of its environment and the ability to pinpoint its location:<\/p>\n<ul>\n<li>2 x <a class=\"catalogue\" title=\"Intel\u00ae RealSense Depth Camera D435 (with tripod)\" href=\"https:\/\/www.generationrobots.com\/en\/403757-intel-realsense-depth-camera-d435-with-tripod.html\">Intel Realsense D435<\/a> depth cameras<\/li>\n<li>1 x RoboSense <a class=\"catalogue\" title=\"RoboSense RS-LiDAR-16 3D Laser Range Finder\" href=\"https:\/\/www.generationrobots.com\/en\/403308-robosense-rs-lidar-16-laser-range-finder.html\">RS-LiDAR-16<\/a> 3D LiDAR<\/li>\n<li>1 x <a class=\"catalogue\" title=\"UM7 Orientation Sensor\" href=\"https:\/\/www.generationrobots.com\/en\/403281-um7-orientation-sensor.html\">UM7 orientation sensor<\/a><\/li>\n<li>1 x u-blox 7 GPS<\/li>\n<\/ul>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"850\" height=\"637\" class=\"wp-image-7846\" src=\"https:\/\/blog.generationrobots.com\/wp-content\/uploads\/2021\/03\/robot-mobile-husky-base-mobile-autonome.jpg\" alt=\"Robot Husky, une plateforme mobile autonome\" srcset=\"https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2021\/03\/robot-mobile-husky-base-mobile-autonome.jpg 850w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2021\/03\/robot-mobile-husky-base-mobile-autonome-300x225.jpg 300w, https:\/\/www.generationrobots.com\/blog\/wp-content\/uploads\/2021\/03\/robot-mobile-husky-base-mobile-autonome-768x576.jpg 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><\/figure>\n<h2>Why Husky?<\/h2>\n<p>The Husky robot is used in particular for <strong>mapping missions in hostile environments<\/strong> (mines, Mars simulation, mine clearance operations, etc.), but also for maintenance tasks (monitoring and detection of bridge vibrations).<\/p>\n<p>It has a good autonomy (8 hours) and can carry up to 75 kg.<\/p>\n<p>The Husky robot is used regularly in research for applications in smart cities and pedestrian environments.<\/p>\n<p>Below you\u2019ll find links to two use cases of the Husky and Jackal robots by Clearpath Robotics:<\/p>\n<p>The TaBuLa project: an autonomous shuttle and robotic postal service (Jackal robot):<\/p>\n<ul>\n<li><a class=\"catalogue\" title=\"The TaBuLa project: an autonomous shuttle and robotic postal service\" href=\"\/blog\/en\/the-tabula-project-an-autonomous-shuttle-and-robotic-postal-service\/\">The TaBuLa project: an autonomous shuttle and robotic postal service<\/a><\/li>\n<li><a class=\"catalogue\" title=\"ROSBIM project: integrating robotics into the construction industry\" href=\"\/blog\/en\/rosbim-project-integrating-robotics-into-the-construction-industry\/\">ROSBIM project: integrating robotics into the construction industry<\/a><\/li>\n<\/ul>\n<p>Husky robot by Clearpath Robotics:<\/p>\n<ul>\n<li>API: ROS, C++, Python<\/li>\n<li>Open-source<\/li>\n<li>Active community<\/li>\n<li>Numerous online resources<\/li>\n<li>Max. payload: 20 kg<\/li>\n<li>All-terrain payload: 10 kg<\/li>\n<li>Max. speed: 2.0 m\/s<\/li>\n<li>Charge time: 4 h<\/li>\n<li>Autonomy in standard use: 8 h<\/li>\n<li>Standard use: 8 h<\/li>\n<\/ul>\n<p>You can see the Husky in action on the HAW Hamburg campus in the following video:<\/p>\n<figure class=\"wp-block-embed-youtube aligncenter wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<div class=\"wp-block-embed__wrapper\"><iframe title=\"HAW Project: Husky\" src=\"https:\/\/www.youtube.com\/embed\/lWzpzGUXiXk?feature=oembed\" width=\"960\" height=\"540\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69594a6 elementor-widget elementor-widget-spacer\" data-id=\"69594a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1c372a85 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1c372a85\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-486cc5c0\" data-id=\"486cc5c0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5f78effd elementor-widget elementor-widget-heading\" data-id=\"5f78effd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Husky A200\u2122 UGV mobile base<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f08d7e3 elementor-widget elementor-widget-image\" data-id=\"4f08d7e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/static.generation-robots.com\/img\/clearpathrobotics-drone-terrestre-husky-a200-ugv%20%281%29.jpg\" title=\"\" alt=\"Husky A200\u2122 UGV mobile base\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-257267da elementor-align-center elementor-widget elementor-widget-button\" data-id=\"257267da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/404089-husky-a200-ugv-mobile-base.html\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">More information<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4da7e221 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4da7e221\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6dac0d4a\" data-id=\"6dac0d4a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64d64a7d elementor-widget elementor-widget-text-editor\" data-id=\"64d64a7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>Our GR engineers are qualified to help you with your own mobile robots projects &#8211; Contact our experts<\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45af8583 elementor-button-align-center elementor-widget elementor-widget-form\" data-id=\"45af8583\" data-element_type=\"widget\" data-e-type=\"widget\" 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class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Phone number\" required=\"required\" pattern=\"[0-9()#&amp;+*-=.]+\" title=\"Seuls les caract\u00e8res de num\u00e9ros de t\u00e9l\u00e9phone (#, -, *, etc.) sont accept\u00e9s.\">\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-textarea elementor-field-group elementor-column elementor-field-group-field_3aa81e4 elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_3aa81e4\" class=\"elementor-field-label elementor-screen-only\">\n\t\t\t\t\t\t\t\tMessage\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t<textarea class=\"elementor-field-textual elementor-field  elementor-size-sm\" name=\"form_fields[field_3aa81e4]\" id=\"form-field-field_3aa81e4\" rows=\"4\" placeholder=\"Message\"><\/textarea>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-recaptcha_v3 elementor-field-group elementor-column elementor-field-group-field_0a34049 elementor-col-100 recaptcha_v3-bottomright\">\n\t\t\t\t\t<div class=\"elementor-field\" id=\"form-field-field_0a34049\"><div class=\"elementor-g-recaptcha\" data-sitekey=\"6LfccOcjAAAAAENMvgfWAyX3eUyTlTB9VNNzw3Ci\" data-type=\"v3\" data-action=\"Form\" data-badge=\"bottomright\" data-size=\"invisible\"><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm elementor-animation-grow\" type=\"submit\" id=\"contact_form\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Submit<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>HAW Hamburg (Hamburg University of Applied Sciences) is the third largest university of applied sciences in Germany. It is also where you\u2019ll find the Autosys research laboratory, specialised in developing autonomous systems for use in smart cities. For several years, G\u00e9n\u00e9ration Robots has been working with Hamburg University, providing the equipment needed for experiments as[&#8230;]<br \/> <a class=\"button\" href=\"https:\/\/www.generationrobots.com\/blog\/en\/a-smart-city-project-with-husky\/\" style=\"float:right;\">Read this article &gt;&gt;<\/a><\/p>\n","protected":false},"author":188,"featured_media":7851,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10545,10541],"tags":[],"class_list":["post-7894","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-comparisons-and-tests-products","category-customer-cases-applications"],"_links":{"self":[{"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/posts\/7894","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/users\/188"}],"replies":[{"embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/comments?post=7894"}],"version-history":[{"count":20,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/posts\/7894\/revisions"}],"predecessor-version":[{"id":14852,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/posts\/7894\/revisions\/14852"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/media\/7851"}],"wp:attachment":[{"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/media?parent=7894"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/categories?post=7894"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.generationrobots.com\/blog\/wp-json\/wp\/v2\/tags?post=7894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}