{"id":62302,"date":"2022-01-24T16:43:11","date_gmt":"2022-01-24T22:43:11","guid":{"rendered":"https:\/\/engineering.wisc.edu\/news\/collaboration-drives-advances-in-av-understanding\/"},"modified":"2023-09-25T10:35:24","modified_gmt":"2023-09-25T15:35:24","slug":"collaboration-drives-advances-in-av-understanding","status":"publish","type":"news","link":"https:\/\/engineering.wisc.edu\/news\/collaboration-drives-advances-in-av-understanding\/","title":{"rendered":"Collaboration drives advances in AV understanding"},"content":{"rendered":"\n

The city of Racine, Wisconsin, has a new shuttle that doesn\u2019t necessarily need a driver.<\/p>\n\n\n\n

Dubbed the “Badger,” the new shuttle is a flashy example of technological advances that have led to the emergence of autonomous vehicles\u2014capable of driving themselves\u2014over the past decade. It is also both the culmination of and a new starting point for years of research for the Traffic Operations and Safety (TOPS) Laboratory<\/a> at the University of Wisconsin-Madison.<\/p>\n\n\n\n

Steven Parker, the lab’s managing director, says faculty and staff who work in the TOPS Lab have researched connected and autonomous vehicles from various perspectives for years. Those years of work have led to the Badger, which is the first application of autonomous driving at the municipal level in Wisconsin.<\/p>\n\n\n\n

The Badger, which was built by Perrone Robotics in Virginia, is a smart vehicle capable of both predefined route-mapping and real-time environmental sensing to make adjustments as it drives. It\u2019s equipped with lidar sensors that researchers can use to recreate a point-by-point image of what the vehicle \u201csees\u201d while traveling the roadways, in addition to traditional cameras for more human-ready imaging.<\/p>\n\n\n\n

It’s a Level 4 autonomous vehicle, which is the second-highest ranking on SAE International\u2019s<\/a> J3016 six-level scale for vehicle automation. The scale runs from Level 0, which means a vehicle has no automated features at all, to fully autonomous vehicles at Level 5. A Level 4 vehicle like the Badger has a high degree of driving automation features, but should still have a human driver ready to take over in certain circumstances.<\/p>\n\n\n\n

\u201cAny time we take it out, there will be a TOPS Lab researcher in the vehicle ready to disengage, which means they can hit a button and take full control of the vehicle,\u201d Parker says. \u201cIn these autonomous vehicles, the safe driver is still a very active role. It requires a lot of attention\u2014especially because in this case, everything we do will affect how the public perceives this.\u201d<\/p>\n\n\n\n

The Badger\u2019s software also maintains a running log of every event that happens while it\u2019s driving, and Parker says TOPS Lab researchers will review that information to inform safety decisions for it and even future vehicles.<\/p>\n\n\n\n

\u201cOur first priority is to develop safe operating procedures for this vehicle,\u201d Parker says. \u201cSo the first step is to set up experiments and understand from the data this car provides what its limitations are and how it can operate safely. We want to understand, for example, how it might operate in winter conditions, with snow, rain or wind coming off Lake Michigan. We\u2019ll start testing it in small areas, but eventually want to move to more public-facing demonstrations.\u201d<\/p>\n\n\n\n

Autonomous vehicles are no strangers to controversies that may adversely impact the public\u2019s perception of their safety. Tesla vehicles equipped with a self-driving autopilot mode, for example, have been involved in enough high-profile crashes that they\u2019ve caught the attention of the U.S. National Highway Traffic Safety Administration.<\/p>\n\n\n\n

The Badger, however, will generally operate at less than 25 miles per hour and won\u2019t be traveling on highways\u2014and, says TOPS Lab Director David Noyce<\/a>, public acceptance is key to adoption.<\/p>\n\n\n\n

\u201cTrust is a huge factor any time you introduce a new technology,\u201d says Noyce, who is the Arthur F. Hawnn Professor in civil and environmental engineering<\/a> at UW-Madison and executive associate dean of the College of Engineering. \u201cThere are multiple reasons reported for some of these Tesla crashes. Some appear to be gaps in sensor coverage or issues with the algorithm in the cars\u2019 software. One of the first things we want to do with the Badger is understand its sensor range so we can better comprehend how the vehicle is searching for information. If there\u2019s a semi that\u2019s high off the ground, making it appear to the Badger that there\u2019s a gap, we want to know how the vehicle is \u2018thinking\u2019 in that situation.\u201d<\/p>\n\n\n\n

The Badger project was born from a collaboration among the city of Racine, UW-Madison, Gateway Technical College and the Wisconsin Department of Transportation. Parker says it\u2019s not unusual for such projects to be led at the municipal level, and the Badger\u2014as the state\u2019s first autonomous vehicle pilot program\u2014will provide great opportunities for all stakeholders.<\/p>\n\n\n\n

\u201cThis is a transformative technology, and that requires partnerships and collaboration,\u201d Parker says. \u201cThe TOPS Lab excels at monitoring the vast amount of data that comes from this vehicle. Gateway expands that ability, and we can work with some of its students and capstone classes. Everyone has a role to play, and I see that UW-Madison will continue to be a leader in pushing forward on the research side of this. We\u2019ll keep working with our partners to turn this research into practice and test these things in the real world.\u201d<\/p>\n\n\n\n

The Badger also touches on some of the TOPS Lab\u2019s other research areas, including how cars interact with connected infrastructure on roadways. Though not presently a part of the project, the lab may in the future bring those two areas together, or add another automated car to the test. The TOPS Lab can also further partnerships with the College of Engineering\u2019s researchers who study autonomous systems and robotics as they continue to explore advances in the Badger\u2019s artificial intelligence systems.<\/p>\n\n\n\n

\u201cWe\u2019re taking the first step of changing transportation culture and what the future of transportation may look like in Wisconsin, the United States and, ultimately, the rest of the world,\u201d says Noyce. \u201cWe\u2019ll all learn together what the next steps look like.\u201d<\/p>\n","protected":false},"author":48,"featured_media":62303,"template":"","meta":{"_acf_changed":false,"_tec_requires_first_save":true,"_mbp_gutenberg_autopost":false,"_EventAllDay":false,"_EventTimezone":"","_EventStartDate":"","_EventEndDate":"","_EventStartDateUTC":"","_EventEndDateUTC":"","_EventShowMap":false,"_EventShowMapLink":false,"_EventURL":"","_EventCost":"","_EventCostDescription":"","_EventCurrencySymbol":"","_EventCurrencyCode":"","_EventCurrencyPosition":"","_EventDateTimeSeparator":"","_EventTimeRangeSeparator":"","_EventOrganizerID":[],"_EventVenueID":[],"_OrganizerEmail":"","_OrganizerPhone":"","_OrganizerWebsite":"","_VenueAddress":"","_VenueCity":"","_VenueCountry":"","_VenueProvince":"","_VenueState":"","_VenueZip":"","_VenuePhone":"","_VenueURL":"","_VenueStateProvince":"","_VenueLat":"","_VenueLng":"","_VenueShowMap":false,"_VenueShowMapLink":false,"_tribe_blocks_recurrence_rules":"","_tribe_blocks_recurrence_description":"","_tribe_blocks_recurrence_exclusions":"","footnotes":""},"department":[2387],"focus_area":[],"news_category":[37,38],"news_tag":[],"class_list":["post-62302","news","type-news","status-publish","has-post-thumbnail","hentry","department-civil-environmental-engineering","news_category-faculty","news_category-research"],"acf":[],"_links":{"self":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/news\/62302","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/news"}],"about":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/types\/news"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/users\/48"}],"version-history":[{"count":3,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/news\/62302\/revisions"}],"predecessor-version":[{"id":89416,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/news\/62302\/revisions\/89416"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/media\/62303"}],"wp:attachment":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/media?parent=62302"}],"wp:term":[{"taxonomy":"department","embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/department?post=62302"},{"taxonomy":"focus_area","embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/focus_area?post=62302"},{"taxonomy":"news_category","embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/news_category?post=62302"},{"taxonomy":"news_tag","embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/news_tag?post=62302"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}