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The two-second rule, taught in driver’s ed classes across the country, is a rule of thumb that helps drivers maintain a safe distance from the car ahead at any speed. Adhering to the two-second rule can be difficult. A team of engineers led by Dan Work, associate professor of civil and environmental engineering, has developed an assistive technology to help drivers maintain this guidance to smooth out traffic jams and improve safety.
A preprint of the article, “CAN Coach: Vehicular Control through Human Cyber-Physical Systems,” was published on April 8, and the paper was presented at the ACM/IEEE International Conference on Cyber-Physical Systems during 2021 CPS-IOT Week May 18–21. Researchers on the project include Matthew Nice, a current graduate student, and Jonathan Sprinkle, PhD’03, one of the School of Engineering’s newest professors of computer science.
Work’s team introduced a controller area network coach to cars—a system that gives real-time feedback to drivers using radar data containing speed and position relative to the car ahead. Their goal was to see if they could use sensors already available within vehicles on the road to successfully help drivers maintain a safe distance—in essence to drive in a way no human can do alone, said Work, who also is a 2021 Chancellor Faculty Fellow.
The technology was successful. By comparing six drivers with and without the CAN coach, the engineers determined that drivers with the assistive technology came closer to and maintained the two-second rule. Drivers using the coach reduced the average time-gap error by 73 percent and improved consistency, reducing the standard deviation of the time-gap error by 53 percent.
“This experiment gives us every indication that when drivers are given feedback by the car, they can accomplish complex driving tasks,” Work said. “We are now exploring how coached human drivers may ultimately help improve traffic conditions overall.” Work’s team intends to expand the experiments to larger cohorts of drivers and is looking into creating systems that deliver personalized feedback that improves performance and minimizes intervention.
The 2021 CPS-IOT Week and ICCPS conference are hosted by the Vanderbilt Institute for Software and Integrated Systems, a research organization conducting basic and applied research in the area of systems and information science and engineering. Applications of the organization’s technology spans a wide range of software-intensive systems, from small embedded devices through real-time distributed systems to globally deployed complex systems. The ICCPS conference is chaired by Xenofon Koutsoukos, chair of the department of electrical engineering and computer science.
The research was funded by NSF grant CNS- 1837652 and the Department of Energy’s Office of Energy Efficiency and Renewable Energy under the Vehicle Technologies Office award CID DE-EE0008872.