The Implications of Connected and Automated Vehicles for Local Agency Planning

Minnesota DOT has released a set of recommendations for local agencies to consider when planning their future capital projects and traffic control equipment investments. Report 2019-35 titled, “How Locals Need to Prepare for the Future of V2V / V2I Connected Vehicles” was written by John Hourdos and makes six specific recommendations for local agencies.

Local agencies have limited road construction and maintenance budgets. And their capital expenditures normally are expected to last 20 years. So, design and component choices they make today should be compatible, as much as possible, with emerging and future vehicle technologies. This report attempts to help them do that.

The first two recommendations are well known: maintain road markings and maintain clear signage. Without them most current vehicle systems cannot navigate accurately.  Proper levels of retroreflectivity and standard, consistent formatting are key.

The third recommendation is to modernize roadway design information. Some geometric features may have an affect on autonomous vehicles. But what those features are and how they will affect future vehicles is not clear today, so this advice is more difficult to follow. Still, we should be aware this may become an issue, including in our work zones.

They also stress the importance of accurate digital maps that can be changed in real time. “These maps will need to detail exactly where the roadways are and what their features are. They will also need to be kept up to date, as CAV applications depend on current, precise information.”

This is a topic we have written about on numerous occasions. Only when work zone details are automatically updated on our digital maps, can we expect CAVs to safely navigate our work zones.

The fourth recommendation is to modernize controller hardware. This applies primarily to permanent signal controllers. They recommend spending the money for controllers with room to add new software as CAVs become more common. Our portable, temporary signal vendors should keep this in mind if and when they redesign their equipment or software.

The report is short and high-level, but it can start the process of planning for the future in our many local agencies.

Safety First For Automated Driving

We were recently given a copy of “Safety First For Automated Driving 2019”. It is an attempt by a consortium of AV stakeholders to standardize and formalize the validation and verification of testing for AV systems. It was authored by representatives from Aptiv, Audi, Baidu, BMW, Continental, Fiat-Chrysler, HERE, Infineon, Intel, and Volkswagen, so a good cross-section of the different players in this industry. A copy can be found here.

 

 

 

 

There is a lot to this document. We won’t attempt to cover it in any detail. But there are three areas of particular interest to those of us in the work zone safety world:

  • The hand-off of vehicle control from the automated system to the operator.
  • Fail safe procedures when the system encounters something it does not expect or understand.
  • The importance of an accurate, real-time digital map.

VEHICLE-INTITATED HANDOVER

The moment the system recognizes that the conditions it “sees” are not the same as what were expected at that location, “the system shall react to compensate or shall issue a driver takeover request with a sufficient time frame for the takeover.” If the vehicle operator is unable to take control for any reason the system must initiate a fail-safe maneuver.

FAIL-SAFE PROCEDURES

“The automated driving system shall recognize system limits, especially those that do not allow the safe transition of control to the vehicle operator, and react to minimize the risk.” In the event something unexpected is encountered and when it is dangerous or impossible to hand control to the operator, the system has three options:

Comfort Stop:

This sounds similar to the vehicle pulling over when safe and parking out of the travelled way.

Safe Stop:

This would involve somewhat harder braking and the end of operation may be off the road or potentially could occur while still in a live lane.

Emergency Stop: Just like you locked up the brakes when traffic suddenly stops in front of you. There is no time to do anything else. This would leave the vehicle in the live lane. But we assume the condition causing it would be apparent to the other drivers, as well, so they would likely stop, too.

IMPORTANCE OF ACCURATE MAPS

The report states this clearly, “Failures relating to planned road changes can be avoided by incorporating road change plans from a road authority into the map updating process.” This, of course, requires real-time updates to the data. Like most people outside of our industry, they assume perfect knowledge by the DOT. But as you know, most “road change plans” are often wrong. Many contractors file provisional traffic control plans. Start and end dates change, weather delays the work, etc.

Now it was not within the scope of this document to address the how, just the why. It is up to us to find the most efficient ways to update maps in real-time. But they did recognize the need, and they also felt it was important that everyone have access to the same information. “as indispensable public information, road construction and maintenance plans should be fully transparent and easily accessible by all map providers.”

They also addressed the need to find out when the maps are wrong and to learn from those incidents.  “Errors as a result of real-world changes are difficult to monitor and control, thus they should be carefully analyzed.” Our industry will need access to the data so that we can optimize the ways in which our systems define and report road changes.

Finally, they reiterate the importance of accurate, real-time information, “an effective mechanism for map updating or maintenance is critically important” (emphasis added).  We are happy to see they recognize the need, but they don’t understand how to accomplish that: “A map updating or maintenance platform that comprises sensor data collected from multiple inputs, including but not limited to survey car fleets, massively deployed intelligent vehicles (e.g. vehicles with the ability to collect sensor data), high resolution satellite images and/or road infrastructures with surveillance sensors, can effectively detect the random road changes and lower the risk of random RMA failures.”

The good news is that they recognize the same AV safety issues we have. The bad news is that they do not understand work zone reporting. They believe agencies have perfect knowledge. Any gaps in that knowledge they still think can be filled by probe vehicles gathering and reporting changes as they are encountered. While that will help in some regards, work zones must be automatically reported by the people or equipment doing the work. No other method changes the maps accurately and the moment the lane is closed or reopened.

Required Operator Training for Autonomous Vehicles?

We have talked here in the past about the difficulties autonomous vehicle drivers (operators?) will have acclimating when control of their vehicles is handed back to them, such as when they approach a work zone. Studies with simulators have shown a need for anywhere from 4 to 14 seconds for a driver to get a full grasp of all of the relevant external factors they must consider as they begin to drive.

A recent article in Axios Autonomous Vehicles points out that aviation has made use of automation for some time now. And they, too, understand the problem of moving from automated to human operators. In aviation, training focuses on that hand-off. Pilots are drilled in flight simulators on a variety of potential problems. So, when they encounter that problem during a real flight, muscle memory takes over and they react quickly and correctly.

The recent 737 Max 8 crash further underlines the importance of that training. It was apparently not included and that may have contributed to the pilot’s difficulty in regaining control.

The difference between aviation and autonomous vehicles is that training is mandatory for all pilots. If you fly a 767 you must stay current in all 767 training. However, for vehicles, a big selling point is that drivers no longer have to drive. They are told they can act more as passengers – gazing out the window, catching up on work, or watching an endless variety of streaming entertainment. Getting from that idea to one of mandatory training is a very long stretch!

Adding to the problem are the very different ways automakers are designing the machine-to-human hand-off. Each one is different.

In the Axios article, they quote Steve Casner of NASA, “We’re terrible at paying attention — and we think we’re awesome at it” Mr. Casner argues that drivers will need training. And they will need continuous updates to that training in order to learn how to deal with automation. Without initial user training and frequent refresh classes drivers will quickly become complacent.

This is a new topic of discussion but one that we must have to make CAVs safe for work zones and other segments of roadway with changing conditions.