Experiments show that a few self-driving cars can dramatically improve traffic flow

May 9, 2017 by Celeste Arbogast
According to Daniel Work, assistant professor of civil environmental engineering at the University of Illinois, The use of autonomous vehicles to regulate traffic flow is the next innovation in the rapidly evolving science of traffic monitoring and control. Credit: John de Dios

The presence of just a few autonomous vehicles can eliminate the stop-and-go driving of the human drivers in traffic, along with the accident risk and fuel inefficiency it causes, according to new research. The finding indicates that self-driving cars and related technology may be even closer to revolutionizing traffic control than previously thought.

"Our experiments show that with as few as 5 percent of vehicles being automated and carefully controlled, we can eliminate stop-and-go waves caused by human driving behavior," said Daniel B. Work, assistant professor at the University of Illinois at Urbana-Champaign, a lead researcher in the study.

The use of to regulate is the next innovation in the rapidly evolving science of traffic monitoring and control, Work said. Just as fixed traffic sensors have been replaced by crowd-sourced GPS data in many navigation systems, the use of is poised to replace classical freeway traffic control concepts like variable speed limits. Critical to the success of this innovation is a deeper understanding of the dynamic between these autonomous vehicles and the human drivers on the road.

Funded by the National Science Foundation's Cyber-Physical Systems program, the research was led by a multi-disciplinary team of researchers with expertise in traffic flow theory, control theory, robotics, cyber-physical systems, and transportation engineering. Principal investigators (PIs) were: Benedetto Piccoli, the Joseph and Loretta Lopez Chair Professor of Mathematics at Rutgers University, Camden; Benjamin Seibold, associate professor of Mathematics at Temple University; Jonathan Sprinkle, the Litton Industries John M. Leonis Distinguished Associate Professor in Electrical and Computer Engineering at the University of Arizona, Tucson; and Daniel B. Work, assistant professor in Civil and Environmental Engineering and the Coordinated Science Laboratory at the University of Illinois at Urbana-Champaign.

The team conducted in Tucson, Arizona, in which a single autonomous circled a track continuously with at least 20 other human-driven cars. Under normal circumstances, human drivers naturally create stop-and-go traffic, even in the absence of bottlenecks, lane changes, merges or other disruptions, Work said. This phenomenon is called the "phantom traffic jam." Researchers found that by controlling the pace of the in the study, they were able to smooth out the traffic flow for all the cars. For the first time, researchers demonstrated experimentally that even a small percentage of such vehicles can have a significant impact on the road, eliminating waves and reducing the total fuel consumption by up to 40 percent. Moreover, the researchers found that conceptually simple and easy to implement control strategies can achieve the goal.

"Before we carried out these experiments, I did not know how straightforward it could be to positively affect the flow of traffic," Sprinkle said. "I assumed we would need sophisticated control techniques, but what we showed was that controllers which are staples of undergraduate control theory will do the trick."

This latest research suggests that even the related technology available now - such as adaptive cruise control - has the power to improve traffic even before there are large numbers of autonomous vehicles on the road.

"Fully autonomous vehicles in common traffic may be still far away in the future due to many technological, market and policy constraints," Piccoli said. "However, increased communication among vehicles and increased levels of autonomy in human-driven vehicles is in the near future."

The near future with only a few autonomous vehicles on the road is more challenging than the far future in which all vehicles are connected, Seibold said.

"The proper design of autonomous vehicles requires a profound understanding of the reaction of humans to them," Seibold said, "and traffic experiments play a crucial role in understanding this interplay of human and robotic agents."

The researchers say the next step will be to study the impact of autonomous vehicles in denser with more freedom granted to the human drivers, such as the ability to change lanes.

The paper describing this work, "Dissipation of stop-and-go waves via of autonomous vehicles: Field experiments," is available here: https://arxiv.org/abs/1705.01693

Explore further: California gives green light to self-driving car tests

More information: Dissipation of stop-and-go waves via control of autonomous vehicles: Field experiments, arXiv:1705.01693 [cs.SY] arxiv.org/abs/1705.01693

Related Stories

Recommended for you

Volvo to supply Uber with self-driving cars (Update)

November 20, 2017

Swedish carmaker Volvo Cars said Monday it has signed an agreement to supply "tens of thousands" of self-driving cars to Uber, as the ride-sharing company battles a number of different controversies.

8 comments

Adjust slider to filter visible comments by rank

Display comments: newest first

F111F
5 / 5 (1) May 09, 2017
Not sure this research is applicable until they put the same idiots on the roads into the tests...
dogbert
1 / 5 (2) May 09, 2017
This latest research suggests that even the related technology available now - such as adaptive cruise control - has the power to improve traffic even before there are large numbers of autonomous vehicles on the road.


If you slow traffic enough, you can certainly reduce stop and go waves. You can even prevent them at low enough speed.

I recently had the misfortune of renting a car which had adaptive cruise control. I found that with the cruise control on, I was limited to going as fast as the slowest car in front of me. I had to drive without cruise control until I discovered how to turn off the adaptive cruise.

Driving behind an autonomous car doubtless has the same effect of slowing all the traffic down.

Most people don't want this technology and if they have to drive slower with it, they really won't like it.
douglaskostyk
4 / 5 (2) May 09, 2017
Nice idea, but add another lane and people will change lanes to fill the gap in front of the autonomous vehicle.
Zorcon
5 / 5 (2) May 09, 2017
You could get the same result by training 5% of humans behind the wheel not to drive like idiots. But human nature being what it is, that will never happen.
syndicate_51
not rated yet May 09, 2017
Dogbert learn to use adaptive cruise control. You can set the length of interval between your vehicle and the next. Also. As soon as you get into the next lane guess what! You speed back up.

I believe this already occurs innumerable times in the real world Dogbert.

It's called passing.

Dogbert have you rode in an autonomous vehicle? Then you don't know.

Also the comments about real world drivers.

Would you rather drive on the road with a driver who is particularly attentive if a bit over cautious (autonomous car) or..

The guy who has just drank a case of beer?

How about the fellow who just polished off his 8 ball?

How about the teenager who is absorbed by their phone while driving?

How about Grandma who hasn't had here prescription for vision tested in the last 20 years?

Hmmm.

Know what I would choose.

Humanity is a failure.
Joe-Pop
not rated yet May 10, 2017
I try hard to think before I comment. Having done that, here are my thoughts. Humanity has invented the this technology which will save lives, reduce costs and speed transport; not what I would call a failure. Human drivers are inherently less predictable than software programs and software is much easier to standardize than is human behavior; that, by itself, will make transport safer and smoother. Autonomous vehicles will communicate with each other much more effectively than do human drivers; no more middle finger salutes or road rage incidents. Communication between autonomous vehicles means speeds can safely be increased, not reduced since autonomous vehicle reaction time will be measured in microseconds and the vehicle you are in will be in communication with every other between you and your destination. What problems will this create? A multitude of unforeseen disruptions are ahead of us and solving them will require the ingenuity of a whole new work force!
idjyit
5 / 5 (1) May 10, 2017
With the current level of diligence regarding security with smart cars/devices I can see this turning into a nightmare really fast.
dogbert
not rated yet May 10, 2017
syndicate_51,
Dogbert learn to use adaptive cruise control. You can set the length of interval between your vehicle and the next.


Not the one I was driving. No option to close up the distance. But you can turn the adaptive function off.

Also. As soon as you get into the next lane guess what! You speed back up.


Of course. But it is not safe to begin to pass someone at low speed thirty yards behind them.

Please sign in to add a comment. Registration is free, and takes less than a minute. Read more

Click here to reset your password.
Sign in to get notified via email when new comments are made.