C. J. Abate: What is MapLite? Why did CSAIL initiate the project?
Teddy Ort: For all the progress that’s been made with technologies for self-driving cars, there still aren’t many places where they can actually reliably drive. Companies like Google only test their fleets in major cities where they’ve labeled the exact positions of things like lanes, curbs and stop signs. As a result, there’s no guarantee that they can safely drive on roads that are unpaved, unlit, or unreliably marked. MapLite represents an important first step to driving without 3-D maps, by enabling cars to navigate on roads that they’ve never been on before using only GPS and sensors.
Teddy: Our system combines GPS data — like the kind you’d find on Google Maps — with data taken from LiDAR sensors. Together, these two elements allow us to autonomously drive a car on multiple unpaved country roads and reliably detect the road more than 100’ in advance.
Teddy: We had actually begun working in this area using maps as is typically done. We sometimes spent many hours collecting sensor data, and building dense maps, only to find that when we wanted to drive autonomously just a few days later, we were unable to because the trees had lost their leaves or snow had fallen causing the maps to become outdated. When testing MapLite, one thing that stood out was how quick and easy it was to get started. I could just show up and push start and the car would start driving without having to prepare maps ahead of time. That was an amazing feeling.
C. J.: Do you think 3-D mapping and MapLite technology will converge? It seems unlikely that vehicle manufacturers would have to choose one or the other.
Teddy: There is no immediate timeline for deploying this kind of system into commercial cars. With that said, we are working closely on this with our research partners at Toyota, who are very excited about the possibility of incorporating these kinds of technologies into future vehicles.
C. J.: Do you think MapLite will have applications beyond autonomous driving in rural areas?
Teddy: Our goal is to further expand the diversity of different road types that it can handle, and ultimately have MapLite be as reliable as mapped systems, but with a much wider range.
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