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New autonomous testing ground in Michigan will help battle bad weather

If one of the big weaknesses of autonomous vehicles is their ability to navigate in the snow, consider this a trial by fire. The American Center for Mobility says it has opened its $110 million driverless car testing facility on the site of a former General Motors assembly plant in Michigan, with Toyota and auto supplier Visteon the first to begin testing this week. The ACM proving ground is a 500-acre site at historic Willow Run in Ypsilanti Township, near Ann Arbor. It's one of 10 sites designated by the U.S. Department of Transportation as pilot proving ground sites to test AV technologies. It features a variety of simulated environments to test driverless cars, including a 2.5-mile highway loop, two double overpasses, intersections, roundabouts and a 700-foot curved tunnel. It also opens just as the region experiences a series of snowstorms and the first frigid temperatures of the season. That ability to test autonomous vehicles in a wide variety of weather conditions is important, as autonomous vehicle sensors have struggled to handle cold, wet and snowy conditions. Google parent Alphabet in October said its Waymo division was expanding its winter testing operations to Michigan, making it the sixth state where it's testing its driverless car systems. In a Medium blog post, Waymo CEO John Krafcik wrote that "This type of testing will give us the opportunity to assess the way our sensors perform in wet, cold conditions. And it will also build on the advanced driving skills we've developed over the last eight years by teaching our cars how to handle things like skidding on icy, unplowed roads." Waymo also opened a development center in suburban Detroit in 2016, working with Fiat Chrysler to integrate its autonomous technology into Chrysler Pacifica hybrid minivans. Visteon began testing and validating its DriveCore autonomous driving platform to evaluate algorithms, vehicle-to-vehicle and vehicle-to-infrastructure technology and other systems. Toyota used the facility Wednesday to begin orientation and driver training. ACM has so far secured $110 million to construct the first two phases from founders Ford, Hyundai America Technical Center, Toyota and Visteon, and says it expects to announce more investment soon.

2018 Hyundai Kona vs other small crossovers: How they compare on paper

The 2018 Hyundai Kona is the hottest new thing in the hottest new segment: subcompact crossovers. Or B-segment SUVs. Or whatever you might want to call this hodge-podge collection of vehicles of vaguely similar specs. Each is pretty much just a raised hatchback in some form (or literally in the case of one entry), skewing the increasingly vague line between car and SUV. If there was ever a segment that deserved the term "crossover" for more reasons than just its car-based unibody architecture, this would be it. Now, for this specs and photos comparison, we lined up the new 2018 Kona with an appropriate variety from that hodge-podge. Most are those that people are actually cross-shopping the Kona against — the Honda HR-V, Toyota C-HR and Subaru Crosstrek — while the Kia Soul and Jeep Renegade line up well in other regards. There are certainly others we could've included, but we're frankly a little pressed for spreadsheet space, and if you really want to know how a Chevrolet Trax, Fiat 500X or Ford EcoSport would've stacked up, you can always use our Compare Cars feature. (You can also check out our Mitsubishi Eclipse Cross comparison that includes a few larger choices) Performance, fuel economy and drivetrains Immediately you can see how all over the map this segment is. True, all but the Jeep come with a standard naturally aspirated four-cylinder and fairly comparable horsepower. Torque differs, but not wildly so. Then things get nuts. Some are automatic only, the Toyota is CVT only, the Honda and Subaru come with a manual standard and offer a CVT as an option. The Renegade's base engine is manual-only ... in 2018. Of course, then things flip-flop with the Renegade's upgrade being naturally aspirated and the Hyundai and Kia offering turbocharged mills. The Korean corporate cousins also come with automated manuals, whereas the Renegade has a box with nine gears selected by a lethargic monkey. Then there's the drivetrain. The C-HR is front-drive only, which pretty much cements the Soul's place in a segment it arguably created despite not offering all-wheel drive. That's the only way to get the Crosstrek, while the Honda and Hyundai offer a typical option of a part-time system. In Jeep fashion, the Renegade's "four-wheel drive" systems differ by trim level.

Toyota reveals latest autonomous tech test bed

Toyota revealed its latest autonomous technology effort Friday, a sophisticated Lexus LS 600hL prototype that showcases its plans to advance in the emerging field. The Lexus is the first developed entirely by the company's in-house Toyota Research Institute and it will focus on the car's ability to learn and see behavior on the road. Toyota is showing the car at the Prius Challenge event at Sonoma Raceway. The Lexus uses Lidar, radar, and sensors, which potentially reduce reliance on mapping. The prototype advances Toyota's last concept vehicle shown at the Consumer Electronics Show in 2013. This one is said to be more flexible and it will focus on Toyota's two autonomous tech pillars, called Guardian and Chauffeur. Guardian is meant to improve safety features, while Chauffeur moves toward full autonomy. "We believe Guardian can probably be deployed sooner and more widely than Chauffeur, providing high-level driver-assist features capable of helping mitigate collisions and save lives, sooner rather than later," Toyota Research Institute Gill Pratt said in a statement. Related Video: Green Lexus Toyota Autonomous Vehicles Luxury Sedan lexus ls