Autonomous Boats Seem More Solvable Than Autonomous Cars

MIT's Roboats will find useful applications in Amsterdam canals

2 min read
A silver robotic boat hangs from a yellow crane over an Amsterdam canal

It's become painfully obvious over the past few years just how difficult fully autonomous cars are. This isn't a dig at any of the companies developing autonomous cars (unless they're the sort of company who keeps on making ludicrous promises about full autonomy, of course)— it's just that the real world is a complex place for full autonomy, and despite the relatively well constrained nature of roads, there's still too much unpredictability for robots to operate comfortably outside of relatively narrow restrictions.

Where autonomous vehicles have had the most success is in environments with a lot of predictability and structure, which is why I really like the idea of autonomous urban boats designed for cities with canals. MIT has been working on these for years, and they're about to introduce them to the canals of Amsterdam as cargo shuttles and taxis.

MIT's Roboat design goes back to 2015, when it began with a series of small-scale experiments that involved autonomous docking of swarms of many shoebox-sized Roboats to create self-assembling aquatic structures like bridges and concert stages. Eventually, Roboats were scaled up, and by 2020 MIT had a version large enough to support a human.

But the goal was always to make a version of Roboat the size of what we think of when we think of boats—like, something that humans can sit comfortably in. That version of Roboat, measuring 4m by 2m, was ready to go by late last year, and it's pretty slick looking:

The Roboat (named Lucy) is battery powered and fully autonomous, navigating through Amsterdam's canals using lidar to localize on a pre-existing map along with cameras and ultrasonic sensors for obstacle detection and avoidance. Compared to roads, this canal environment is relatively low speed, and you're much less likely to have an encounter with a pedestrian. Other challenges are also mitigated, like having to worry about variability in lane markings. I would guess that there are plenty of unique challenges as well, including the fact that other traffic may not be obeying the same rigorous rules that cars are expected to, but overall it seems like a pretty good environment in which to operate a large autonomous system.

The public demo in Amsterdam kicks off tomorrow, and by the end of 2021, the hope is to have two boats in the water. The second boat will be a cargo boat, which will be used to test out things like waste removal while also providing an opportunity to test docking procedures between two Roboat platforms, eventually leading to the creation of useful floating structures.

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3D-Stacked CMOS Takes Moore’s Law to New Heights

When transistors can’t get any smaller, the only direction is up

10 min read
An image of stacked squares with yellow flat bars through them.
Emily Cooper

Perhaps the most far-reaching technological achievement over the last 50 years has been the steady march toward ever smaller transistors, fitting them more tightly together, and reducing their power consumption. And yet, ever since the two of us started our careers at Intel more than 20 years ago, we’ve been hearing the alarms that the descent into the infinitesimal was about to end. Yet year after year, brilliant new innovations continue to propel the semiconductor industry further.

Along this journey, we engineers had to change the transistor’s architecture as we continued to scale down area and power consumption while boosting performance. The “planar” transistor designs that took us through the last half of the 20th century gave way to 3D fin-shaped devices by the first half of the 2010s. Now, these too have an end date in sight, with a new gate-all-around (GAA) structure rolling into production soon. But we have to look even further ahead because our ability to scale down even this new transistor architecture, which we call RibbonFET, has its limits.

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