{"id":14126,"date":"2020-08-18T09:00:14","date_gmt":"2020-08-18T16:00:14","guid":{"rendered":"http:\/\/www.autodesk.com\/products\/fusion-360\/blog\/?p=14126"},"modified":"2022-01-07T08:27:49","modified_gmt":"2022-01-07T16:27:49","slug":"autonomous-driving-and-lidar-sensor-technology","status":"publish","type":"post","link":"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/autonomous-driving-and-lidar-sensor-technology\/","title":{"rendered":"Autonomous Driving and LIDAR Sensor Technology"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-14127\" src=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_680966149-1024x683.jpg\" alt=\"autonomous-driving-lidar\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_680966149-1024x683.jpg 1024w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_680966149-300x200.jpg 300w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_680966149-768x512.jpg 768w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_680966149-1536x1024.jpg 1536w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_680966149-2048x1365.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Autonomous vehicles are swiftly taking the automotive world by storm. Recent years have seen major players such as <a href=\"https:\/\/www.businessinsider.com\/apple-next-10-years-iphone-smart-glasses-self-driving-cars-2019-11\">Apple<\/a>, <a href=\"https:\/\/www.investopedia.com\/articles\/investing\/052014\/how-googles-selfdriving-car-will-change-everything.asp\">Google<\/a>, and <a href=\"https:\/\/www.tesla.com\/autopilot\">Tesla<\/a> deploy test fleets across the United States. Smaller-yet-surging startups such as <a href=\"https:\/\/www.argo.ai\/\">Argo AI<\/a> have joined the race as well, with Ford and Volkswagen\u2019s backing. Even <a href=\"https:\/\/www.theverge.com\/2020\/2\/25\/21152817\/toyota-pony-ai-self-driving-car-investment-valuation-china-silicon-valley\">Toyota has invested a sizable $400M<\/a> in Pony.ai, intending to revolutionize public transportation. Toyota <a href=\"https:\/\/www.theverge.com\/2018\/8\/27\/17787878\/toyota-uber-investment-self-driving-car-research\">funneled $500M<\/a> into an autonomous-driving project with Uber back in 2018.<\/p>\n<p>&nbsp;<\/p>\n<p>These companies are exploring the next great frontier in automotive technology. Naturally, safety concerns have arisen in the wake of these projects. How are autonomous vehicles navigating the streets safely?<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>Autonomy Through LiDAR<\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-14129\" src=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1693622422-1024x682.jpg\" alt=\"lidar-unit\" width=\"1024\" height=\"682\" srcset=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1693622422-1024x682.jpg 1024w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1693622422-300x200.jpg 300w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1693622422-768x512.jpg 768w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1693622422-1536x1023.jpg 1536w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1693622422-2048x1365.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Manufacturers have outfitted their fleets with light detection and ranging, otherwise known as LiDAR. Each vehicle is equipped with a sensor that continually measures range and scans its surroundings for obstacles. <a href=\"https:\/\/oceanservice.noaa.gov\/facts\/lidar.html\">This guidance system sends laser pulses<\/a>, which are reflected back to the vehicle\u2019s sensor. This provides a 3D mapping of streets, buildings, cars, and even pedestrians. For these reasons, LiDAR serves as \u201ceyesight\u201d for autonomous vehicles. An integrated GPS unit allows companies to remotely monitor location.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>Range, Field of View, and Detection<\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-14128\" src=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1175168104-1024x1024.png\" alt=\"autonomy-through-lidar\" width=\"1024\" height=\"1024\" srcset=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1175168104-1024x1024.png 1024w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1175168104-300x300.png 300w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1175168104-150x150.png 150w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1175168104-768x768.png 768w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1175168104-1536x1536.png 1536w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1175168104-2048x2048.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>System ranges can vary, though most excel at short to medium range. Some can even survey the environment <a href=\"https:\/\/www.luminartech.com\/technology\">up to 500 meters away<\/a>. The technology holds a clear safety advantage over other radar systems, which tend to detect less accurately during turns. LiDAR doesn\u2019t suffer from this same shortcoming and is designed for both city and highway use.<\/p>\n<p>&nbsp;<\/p>\n<p>These sensing platforms also boast varied fields of view. Higher-end systems possess the most significant vision (upward of 120 degrees or more), while cheaper alternatives may claim half. Furthermore, LiDAR units can scan upward to a small degree, with awareness improving as time passes.<\/p>\n<p>&nbsp;<\/p>\n<p>Monitoring features vary by system, but LiDAR can detect the following:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>Distance between one or multiple vehicles<\/li>\n<li>Distance from objects<\/li>\n<li>Environmental hazards<\/li>\n<li>Lane markings<\/li>\n<li>Curbs<\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0921889015302633\">On-road and off-road pedestrians<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>It\u2019s important to note that many autonomous vehicles aren\u2019t using LiDAR alone. Safety is derived from redundancy, and many manufacturers are also equipping vehicles with high-definition cameras for added surveillance.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>Reception, Affordability, and Form Factor<\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14130\" src=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/Velabit_Front_Top_Right_001_Cropped1-1024x768-1.jpg\" alt=\"velodyne-velobit\" width=\"1024\" height=\"768\" srcset=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/Velabit_Front_Top_Right_001_Cropped1-1024x768-1.jpg 1024w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/Velabit_Front_Top_Right_001_Cropped1-1024x768-1-300x225.jpg 300w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/Velabit_Front_Top_Right_001_Cropped1-1024x768-1-768x576.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Though older versions were physically imposing (see image above), the average sensor form factor is shrinking rapidly. Luminar\u2019s upcoming Iris system is highly compact, and Velodyne\u2019s new <a href=\"https:\/\/www.theverge.com\/2020\/1\/7\/21055011\/lidar-sensor-self-driving-mainstream-mass-market-velodyne-ces-2020\">VeloBit is comparable in size to a deck of cards<\/a>.<\/p>\n<p>&nbsp;<\/p>\n<p>LiDAR has received mixed reviews due to pricing. Sophisticated sensors could demand upward of $75,000 \u2014 entirely prohibitive for consumer vehicles and taxi fleets. However, autonomous tech company <a href=\"https:\/\/www.wired.com\/story\/lidar-cheap-make-self-driving-reality\/\">Luminar announced the production of a $500 LiDAR device<\/a> to alleviate cost concerns. This has opened the door for <a href=\"https:\/\/www.luminartech.com\/technology\">commercial and consumer development in 2022<\/a>. <a href=\"https:\/\/venturebeat.com\/2020\/01\/02\/bosch-debuts-new-lidar-sensor-for-autonomous-vehicles\/\">Bosch also announced its own system earlier this year<\/a>, which it asserts will remain price-competitive with rivals.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>The Future of Transportation is on the Horizon<\/strong><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-14131\" src=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1095831881-1024x486.jpg\" alt=\"future-of-transportation\" width=\"1024\" height=\"486\" srcset=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1095831881-1024x486.jpg 1024w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1095831881-300x143.jpg 300w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1095831881-768x365.jpg 768w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1095831881-1536x730.jpg 1536w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2020\/08\/shutterstock_1095831881-2048x973.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>In every application, LiDAR-equipped vehicles incorporate a combination of artificial intelligence (AI) algorithms. These computer calculations analyze the raw data from onboard sensors and control the car accordingly, continually assessing the road ahead at light speed. Companies are adapting these algorithms for dynamic conditions following every test run.<\/p>\n<p>&nbsp;<\/p>\n<p>The future of autonomous driving and LiDAR is bright. Fleet operators are still ironing out kinks and tackling public perception hurdles, but technology continues to become more sophisticated. Before we know it, autonomous driving may just reach ubiquity.<\/p>\n<p>&nbsp;<\/p>\n<p>With the help of integrated software such as Autodesk\u2019s Fusion 360, implementing LIDAR technology into autonomous vehicles is easier than ever before. Fusion 360, with its complete and unified development platform, allows companies the freedom to design, build, simulate, engineer, and more \u2014 all within a single platform.<\/p>\n<p>&nbsp;<\/p>\n<p>Not using Fusion 360 yet&#8230;what are you waiting for?\u00a0 Try the only complete CAD, CAM, CAE, and PCB tool, today.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.autodesk.com\/products\/fusion-360\/free-trial\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-9421\" src=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2018\/05\/Downloadfreetrial-3.png\" alt=\"free-trial\" width=\"315\" height=\"46\" srcset=\"https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2018\/05\/Downloadfreetrial-3.png 315w, https:\/\/www.autodesk.com\/products\/fusion-360\/blog\/wp-content\/uploads\/2018\/05\/Downloadfreetrial-3-300x44.png 300w\" sizes=\"auto, (max-width: 315px) 100vw, 315px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Recent years have seen both major players and smaller startups deploy test fleets of autonomous vehicles across the United States. While these companies are exploring the next great frontier in automotive technology, safety concerns have naturally arisen in the wake of these projects. How are autonomous vehicles navigating the streets safely?<\/p>\n","protected":false},"author":2425,"featured_media":14127,"menu_order":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[359,12],"tags":[],"coauthors":[],"class_list":["post-14126","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-electronics-engineering","category-news","dhig-theme--light"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Autonomous Driving and LIDAR Sensor Technology | Fusion 360 Blog<\/title>\n<meta name=\"description\" content=\"As autonomous vehicles continue to take the automotive world by storm, LIDAR remote sensing may be key to future safety regulation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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