Latest / Thinking Transportation: Engaging Conversations about Transportation Innovations / Promises, Promises. Turns out, building a self-driving car is a lot harder than we thought.
Transcript
- 0:14Bernie Fette (host): Hello.
- 0:15Bernie Fette (host): Thanks for joining us for another episode of Thinking Transportation, a podcast with experts talking about how we get ourselves and our stuff from point A to point B.
- 0:27Bernie Fette (host): I'm your host, Bernie Fette, editor-at-large at the Texas A&M Transportation Institute.
- 0:33Bernie Fette: Have you ever seen that sign on the side of the seafood restaurant that promises free shrimp?
- 0:37Bernie Fette: The sign reads: free shrimp tomorrow.
- 0:43Bernie Fette: That sign-- and its promise-- never change.
- 0:46Bernie Fette: Come back tomorrow, and you'll get the same guarantee-- for the next day.
- 0:52Bernie Fette: Sounds a bit like what we've been hearing from the companies who are trying to build self-driving cars, or what researchers call autonomous vehicles.
- 1:03Bernie Fette: Bear with us.
- 1:04Bernie Fette: We're almost there.
- 1:06Bernie Fette: That was 2019, or was it 2018?
- 1:10Bernie Fette: So, what happened?
- 1:12Bernie Fette: Where are all those self-driving cars that we were promised?
- 1:16Bernie Fette: Our guest has a few thoughts on those questions.
- 1:19Bernie Fette: Bob Brydia is a senior research scientist with TTI.
- 1:23Bernie Fette: He's spent much of the past few years studying what it'll take to make those cars work.
- 1:30Bernie Fette: Thanks for joining us, Bob.
- 1:31Bob Brydia (guest): Thanks, Bernie.
- 1:33Bob Brydia (guest): Great to be here.
- 1:33Bernie Fette: Could we start with some basics?
- 1:37Bernie Fette: Can you give us a quick lesson on autonomous travel and include in that, what exactly do we mean when we say"autonomous"?
- 1:44Bob Brydia: So, probably the first thing that we need to do is to just make sure that we're talking the right terminology.
- 1:52Bob Brydia: You know, in this type of environment, words matter, and people throw around"automated" and"autonomous" as if they are the same thing, and they're really not.
- 2:01Bob Brydia: So"autonomy" really means the full science-fiction type movie descriptions of self-driving vehicles.
- 2:10Bob Brydia: "Automated" is basically highly automated systems that can assist the driver in driving down the road.
- 2:19Bob Brydia: But the driver needs to be aware at all times.
- 2:23Bob Brydia: The examples of what you might think of as automated are the typical driver assistance technologies that we see today: forward collision warning, cooperative adaptive cruise control, lane departure, keeping in your lane, steering, those types of things.
- 2:38Bob Brydia: Those are all automated technologies.
- 2:41Bob Brydia: "Autonomous" would be, I'm sitting in the seat and I'm watching a Netflix movie while my car drives me to work.
- 2:46Bernie Fette: Okay.
- 2:47Bernie Fette: So automated is just a stop on the way to autonomous?
- 2:51Bob Brydia: That's correct.
- 2:53Bob Brydia: One of the ways that you can think about things is progressive levels of disengagement of the driver.
- 2:59Bob Brydia: So, first you have feet-off, then you have hands-off, then you have eyes-off.
- 3:05Bob Brydia: Then you have brain-off.
- 3:06Bob Brydia: Autonomous is all the way to brain-off.
- 3:09Bernie Fette: So, I mean, we've been hearing for quite some time now for the last few years, those self-driving cars are going to be on the roads very soon.
- 3:20Bernie Fette: Why aren't they there now?
- 3:20Bob Brydia: The short answer is, it's much harder than everybody thought it was going to be.
- 3:25Bob Brydia: You know, one reference that I like to bring up is the fact that airplanes, you know, the big jets that we aren't currently flying in, have been able to take off and land by themselves completely autonomously, you know, without any pilot assistance for literally decades.
- 3:43Bob Brydia: But that's because airspace is really a very simple environment.
- 3:47Bob Brydia: There's not a lot of interference up there.
- 3:49Bob Brydia: There's very set rules as the following distances and those types of things.
- 3:54Bernie Fette: Yeah.
- 3:54Bernie Fette: You don't have a whole lot of competition.
- 3:55Bob Brydia: Exactly.
- 3:56Bob Brydia: So down here on the ground where you've got, instead of another airliner being 2 miles away from you, you have another car, 20 feet away from you.
- 4:05Bob Brydia: So the reaction times have to be much quicker.
- 4:07Bob Brydia: The inference, the pickup, the understanding the environment-- it's all much more difficult.
- 4:14Bob Brydia: And one of the biggest things is that drivers actually drive not only with the basis of the rules of the road, but they also drive by intuition and what they assume and think is going to happen.
- 4:29Bob Brydia: You know, you're driving down the neighborhood street and, you know, the kids are playing a kickball game in the front yard and the ball comes out into the road.
- 4:39Bob Brydia: You know, a typical driver is going to assume that this child is going to run out in the middle of the road, not look, and pick that ball up.
- 4:47Bob Brydia: And they're going to proactively brake the vehicle to make sure that they don't hit the child.
- 4:53Bob Brydia: You need to teach a computer to do that.
- 4:56Bob Brydia: That's hard.
- 4:57Bob Brydia: The computer has to think.
- 4:59Bernie Fette: What you were mentioning earlier about the autonomous nature of a big commercial jet landing by itself-- I think that that's something people just don't consider, a car to be as complex a machine as a commercial airliner.
- 5:13Bernie Fette: So part of what we're talking about here is not just the vehicle itself, whether it's a plane or a car; it's the environment that vehicle is operating in.
- 5:23Bernie Fette: This is about more than just autonomous vehicles.
- 5:27Bernie Fette: Isn't this at least partly about the infrastructure that those vehicles need to operate on?
- 5:32Bob Brydia: Absolutely.
- 5:33Bob Brydia: So you look at a couple of things.
- 5:35Bob Brydia: You mentioned about the vehicles themselves, and I'm not going to get the exact numbers here correct, but basically a vehicle on the road today-- it's actually fairly surprising.
- 5:47Bob Brydia: They have about three times as much software code in them as an airliner does.
- 5:52Bob Brydia: So, we have a much smaller vehicle operating in much lower speeds, and yet it has, you know, two to three times as much software code as a commercial airliner flying through the air.
- 6:04Bernie Fette: Yeah.
- 6:04Bernie Fette: And operating in much closer proximity to other vehicles in that environment.
- 6:09Bob Brydia: Correct.
- 6:10Bob Brydia: And so then you, you add in the fact that there's all those complications in the environment.
- 6:15Bob Brydia: There's all these rules.
- 6:16Bob Brydia: There's signs.
- 6:17Bob Brydia: There's pavement markings.
- 6:18Bob Brydia: There's work zones.
- 6:19Bob Brydia: There's weather conditions.
- 6:20Bob Brydia: There's people doing weird things.
- 6:22Bob Brydia: There's squirrels that run out.
- 6:24Bob Brydia: All of these things are inputs that, that the computer system that's in the vehicle has to deal with that other environments don't have to deal with.
- 6:33Bernie Fette: And in addition to it being a technology challenge and an infrastructure challenge, we've also got the challenge of policy, right?
- 6:41Bernie Fette: I mean, what about the issues related to traffic safety and law enforcement?
- 6:46Bob Brydia: Those are really good questions.
- 6:48Bob Brydia: You know, the industry has not yet determined what the answer is to all of those questions are.
- 6:55Bob Brydia: For example, who's at fault when an autonomous vehicle crashes?
- 7:00Bob Brydia: I mean, it will happen.
- 7:01Bob Brydia: It has happened.
- 7:02Bob Brydia: But, you know, the consequences of who's at fault, whose insurance company pays, you know, what, what type of data can you get out to support from it?
- 7:11Bob Brydia: All of those questions are still out there.
- 7:15Bob Brydia: It's one of the reasons why most companies out there that are working on autonomous vehicles are taking it essentially very slowly.
- 7:25Bob Brydia: They're certainly pushing fast, but, but they're doing it very methodically.
- 7:28Bob Brydia: They're doing it with very careful assurance to a rigorous test protocols and all of those types of things because, you know, nobody wants to read about an autonomous vehicle killing people.
- 7:41Bernie Fette: Right.
- 7:41Bernie Fette: The margin of error here is really pretty slim.
- 7:45Bob Brydia: Yeah.
- 7:45Bob Brydia: And it's really kind of strange because, you know, as some of our listeners might know, typically about 30 to 35,000 people die per year on the roads in America from just regular accidents, you know, so...
- 7:58Bob Brydia: but yet if we had 35,000 people being killed every year in vehicles that were being driven by computers and robots, there would certainly be an outcry about that.
- 8:08Bob Brydia: So the standards are very different.
- 8:11Bernie Fette: You mentioned earlier, Bob, that teaching a machine to think, teaching a machine how to drive has been harder than we expected it to be.
- 8:19Bernie Fette: Can you give us a few examples of how that has become apparent?
- 8:25Bob Brydia: So, I want to caveat my answer, Bernie, by saying that I'm not deep into the actual design of, you know, those computer systems and algorithms that folks are using.
- 8:35Bernie Fette: Fair enough.
- 8:35Bob Brydia: So, this is, this is from observation only.
- 8:38Bob Brydia: But you know, what it really comes down to is it's pretty easy to program a computer, to follow a series of steps-- if A, then B.
- 8:49Bob Brydia: Or if I have a choice and this one has a better outcome, I would pick that choice-- you know, those types of things.
- 8:57Bob Brydia: We do those things all the time, all day long, and our brain does that as well, but it really comes into the judgment call type of situations.
- 9:08Bob Brydia: What do you do when you're driving down the road, the light in front of you turns from green to amber and you're 20 feet from the intersection?
- 9:18Bob Brydia: Lots of people punch the accelerator, try to go through.
- 9:21Bob Brydia: Other people brake hard and try to stop.
- 9:25Bob Brydia: You know, those are individual choices based on their thought process of their risk, what they are willing to accept, how people are moving through the system, what the environment is around them.
- 9:38Bernie Fette: Yeah.
- 9:38Bernie Fette: And how much experience they have with driving.
- 9:41Bob Brydia: Exactly.
- 9:41Bob Brydia: And, and the weather conditions.
- 9:43Bob Brydia: You would make a different decision, hopefully, if it was a rainy road or a snowy road.
- 9:48Bob Brydia: And so, you know, an autonomous vehicle's brain, the computer, has to take all of those inputs and assimilate that and make a choice in a nanosecond.
- 10:01Bernie Fette: And it might be a decision that has to be made with a set of conditions or circumstances that are just very rarely seen.
- 10:10Bob Brydia: That's correct.
- 10:11Bob Brydia: One of the problems is, you know, there's kinda two different paths that manufacturers are following to try to create autonomous vehicles.
- 10:20Bob Brydia: There's a mindset, you know, in one camp that is saying, okay, I'm going to put sensors on the car.
- 10:26Bob Brydia: And those sensors are going to be able to detect the environment all the way around me.
- 10:31Bob Brydia: And I'm going to be able to interpret that environment and make any decisions I need on the fly, so to speak, without having to follow a path or, or anything else on the road, essentially with no prior knowledge.
- 10:44Bob Brydia: Like when we're driving down a road, you know, we're going to a new address and it's a hilly country road.
- 10:52Bob Brydia: Uh, and you know, you kind of adjust your driving based on the fact of, you know, what you're seeing and all, because you've never been on the road before.
- 10:59Bob Brydia: Then there's the companies that are working on things that are more in the camp of rigorously mapping, all of the available roadways.
- 11:08Bob Brydia: So that there's a baseline of information, which would be equivalent to us, you know, knowing the road that we drive to work every day, because we've driven it 10,000 times, those are two very different driving environments.
- 11:22Bob Brydia: And those are really kind of some of the different models that companies are using to develop fully autonomous vehicles.
- 11:28Bernie Fette: And all those have to be taken into consideration in teaching that car what it should do.
- 11:33Bob Brydia: Right.
- 11:33Bob Brydia: And then you have to throw in your unexpected conditions.
- 11:36Bob Brydia: You've driven your work-to route 10,000 times, and this morning, and you drove it and there was an accident, or there was a work zone that wasn't there yesterday.
- 11:47Bob Brydia: Your brain knows what to do with that.
- 11:48Bernie Fette: Yeah.
- 11:48Bob Brydia: But if you're an autonomous vehicle and you are looking to follow rules that you already know, and that information isn't in your rule set, that could be challenging.
- 11:59Bernie Fette: Yeah.
- 11:59Bob Brydia: But it could also be challenging for the vehicle that is interpreting the environment as you go to make accurate assessments, because it could be changing very rapidly.
- 12:10Bernie Fette: Yeah, speaking of those unexpected conditions that you just mentioned, we're a little bit over a year into a global pandemic.
- 12:18Bernie Fette: Has that set of circumstances changed the research path or slowed it down in any way or sped it up in any way?
- 12:28Bob Brydia: So again, I don't work for any of the companies that are actually physically doing this, but from what we hear, it's both helped and hindered in some ways.
- 12:38Bob Brydia: The testing and the focus that they've been able to maintain doing some of those trials on-roadway in areas because of reduced traffic and everything have probably actually been helped a little bit.
- 12:52Bob Brydia: But at the same time, you know, the whole concept of physical separation, social distancing, and those types of things and adhering to COVID protocols, when you need more than one person, you know, working in a closed space, that's made it a little harder.
- 13:07Bob Brydia: But I will say that the industry that will be rolling out autonomous vehicles faster than anybody else is the freight industry.
- 13:18Bob Brydia: And they've been making really good progress over the past couple of years, including during the time of the pandemic, to continue to accelerate their research and innovation and on-road testing.
- 13:31Bernie Fette: Okay.
- 13:31Bernie Fette: Bob, can you talk a little about how the research that you and your team are doing?
- 13:35Bernie Fette: What are you working on and how might the work that you're doing help to move things along a little more quickly in terms of getting those self-driving cars out on the road?
- 13:47Bob Brydia: So there's research going on in all kinds of areas related to autonomous vehicles.
- 13:52Bob Brydia: One of the really interesting aspects of some things that we're working on with a team of researchers across the country, working for the United States Department of Transportation, is really looking at the future of autonomous vehicles and how they're present in all forms of transport that we see.
- 14:13Bob Brydia: So, the freight industry, you know, transit buses, picking people up at the grocery store and delivering them to home, automated deliveries from-- did your order from Amazon come into your door...
- 14:26Bob Brydia: How does all of that fit into the system and the infrastructure and the road types and everything that we have in place today?
- 14:35Bob Brydia: Uh, and what changes-- would we need to consider to make these vehicles operate much better than they might in the environment we have today?
- 14:43Bob Brydia: We've talked previously about the environment, the physical infrastructure, the roadways, the conditions, the guard rails, the driveways-- all of those types of things.
- 14:52Bob Brydia: The environment might have to change.
- 14:54Bob Brydia: We might have to make changes to it in order to help these vehicles.
- 14:58Bob Brydia: We're also looking at specific examples of problem situations, such as work zones, and could autonomous vehicles that not only sense the environment around them and understand what they're seeing, can they also communicate that to vehicles that are behind them and give those vehicles an alert so that there's additional warning time?
- 15:21Bob Brydia: And then not every vehicle that comes onto the situation has to understand it and interpret it for itself.
- 15:28Bob Brydia: So that brings in both connected and autonomous vehicles, where the lead vehicle understands the situation, and then communicates it back down the roadway.
- 15:38Bernie Fette: Considering everything we've talked about from your vantage point as a researcher, what do you think people can expect in the next 10 years, maybe?
- 15:47Bob Brydia: So as I said earlier, the industry or the portion of the industry that's going to experience autonomous vehicles first is freight.
- 15:56Bob Brydia: So those 18-wheelers that you see driving across the interstate, across the nation, and, you know, on any freeway and roadway, those are going to progress faster towards autonomous vehicles than any other vehicle out there.
- 16:11Bob Brydia: It's a simpler environment for them.
- 16:13Bob Brydia: You know, they're doing long-haul trips across interstates that are largely well-maintained and have good infrastructure.
- 16:21Bob Brydia: We also get asked, when am I going to be able to have a vehicle like this in my driveway?
- 16:27Bob Brydia: When am I going to be able to get up in the morning, go out to my car, tell it to take me to work and catch up on last night's TV show?
- 16:34Bob Brydia: That, my opinion, it's a few decades off, at least, just to be able to make sure that these things are affordable; that they're safe.
- 16:43Bernie Fette: And you've got quite a few drivers out there who really want to hang on to their'57 Chevys.
- 16:48Bob Brydia: Absolutely.
- 16:49Bob Brydia: There are lots of people that just love driving and love the feeling of it, and being in control and making the choices.
- 16:55Bob Brydia: It's relaxing for them.
- 16:57Bob Brydia: You also have a heavy percentage of people who, you know, don't trust this technology.
- 17:02Bob Brydia: They haven't seen it enough.
- 17:03Bob Brydia: They haven't experienced it enough.
- 17:05Bob Brydia: And so they're like,"no, I'm not going to let a robot drive me.
- 17:09Bob Brydia: I'm going to make my own choices." You know, giving up that level of control is something that the industry is also going to have to face to get this to a much more widespread rollout than just in a trucking industry.
- 17:23Bernie Fette: So, Bob, whenever you're talking about the, I guess the public acceptance of self-driving cars, you've actually done a little bit of work in that area, uh, not all that long ago here on the Texas A&M University campus, right?
- 17:38Bob Brydia: Yeah, we had a really great project here where we brought in an autonomous shuttle.
- 17:42Bob Brydia: And we put it on the road in mixed traffic, on a route with two stops, and we ran it for three months to see how people would accept it and would they use it and what their thoughts and and feelings were on it.
- 17:56Bernie Fette: What were your takeaways from that?
- 17:58Bob Brydia: Our takeaways are that the technology is hard to achieve consistency, but that over time people did learn to trust it more.
- 18:08Bob Brydia: In particular, we focused on the operators; we had a safety operator or a safety driver in the vehicle at all times.
- 18:15Bob Brydia: And you know, so our trust factors that we looked at were largely their trust factors at the beginning of their employment versus at the end of their employment.
- 18:23Bob Brydia: And they definitely increased, but that's just something that shows that it's going to take time and experience for, for people to really meld this new type of technology into their everyday life.
- 18:37Bernie Fette: What I'm curious about, is lots of us, you know, have interests in certain things about what we want to be when we grow up.
- 18:44Bernie Fette: I'm just wondering whenever everybody else was out playing baseball, were you working with robots, or what inspired you to get started in this area?
- 18:55Bob Brydia: Well, I'll make this answer really quick.
- 18:58Bob Brydia: Growing up, I was always more science and math minded and not nearly as athletically inclined, but what really started me in transportation was, in college, I knew I wanted to be in engineering.
- 19:09Bob Brydia: I took a transportation course and the professor that I had at time who was visiting my college from Germany, and who was one of the renowned experts in geometric design in the world, was lecturing.
- 19:24Bob Brydia: And he just brought it alive.
- 19:27Bob Brydia: He brought everything that he said, you could just see it in your brain.
- 19:32Bob Brydia: It just enthused you.
- 19:34Bob Brydia: And literally that said to me, this is what I want to do.
- 19:40Bernie Fette: So, this is slightly different...
- 19:42Bernie Fette: What is it that motivates you to do the work that you're doing?
- 19:47Bob Brydia: What motivates me and really, what is the most fun about what I do is that for all practical purposes, I don't ever do the same thing twice or, or even, you know, two days in a row-- we always have different projects.
- 20:00Bob Brydia: We're always looking at new problems.
- 20:02Bob Brydia: We're always trying to figure out how to make things better, how to make things more efficient, how to make things more safe.
- 20:11Bob Brydia: Doing that, and the constant challenge of evolving and being innovative.
- 20:17Bob Brydia: It's-- it's a privilege to be able to do that.
- 20:21Bernie Fette: Okay.
- 20:21Bernie Fette: Bob, given your predictions, we should check back with you in a few years, maybe to see if you might have a fortune teller career in your future.
- 20:28Bob Brydia: That sounds good.
- 20:30Bob Brydia: I'd be happy to talk to you about where we are with freight and see how my predictions for vehicles in our driveway are holding up.
- 20:37Bernie Fette: Thanks for talking with us today.
- 20:39Bob Brydia: Thank you.
- 20:40Bob Brydia: Appreciate it.
- 20:41Bob Brydia: Glad to be here.
- 20:44Bernie Fette: This discussion with Bob reminds me of a brief study TTI conducted just a few years ago.
- 20:50Bernie Fette: Researchers asked a sample of drivers in one city whether or not they saw a self-driving car in their future.
- 20:57Bernie Fette: The responses were split, right down the middle.
- 21:01Bernie Fette: Half of the drivers said yes, and half said no.
- 21:06Bernie Fette: AAA published their own study in 2020, showing that people are still concerned about issues like liability and safety.
- 21:14Bernie Fette: That suggests that a lot of Americans still aren't entirely ready for self-driving cars.
- 21:20Bernie Fette: And maybe that's just as well-- because the cars themselves aren't yet ready, either.
- 21:27Bernie Fette: Thanks for listening.
- 21:28Bernie Fette: In our next episode of Thinking Transportation, we'll visit with Greg Winfree, TTI's agency director and a former U.S.
- 21:37Bernie Fette: assistant secretary of transportation.
- 21:40Bernie Fette: Greg will be sharing his thoughts about what we might expect to see from the new leadership in Washington, D.C.
- 21:47Bernie Fette: Thinking Transportation is a production of the Texas A&M Transportation Institute, a member of the Texas A&M University System.
- 21:54Bernie Fette: The show is edited and produced by Chris Pourteau.
- 21:59Bernie Fette: I'm your host and writer, Bernie Fette.
- 22:01Bernie Fette: Thanks again for joining us.