Single Board Computer

When I created a robot 15 years ago out of PVC tubes, acrylic plates, a very heavy laptop and my mother’s yoga mat, that was tasked with collecting brightly coloured balls but was more interested in plain white walls, I could have only dreamt of the Computer Vision possibilities crammed into affordable credit card sized boards available nowadays. Google’s Coral board is one of these, equipped with a Tensor Processing Unit (TPU) that is optimised to run modern deep neural networks very efficiently. ...

The second generation of the Robot Operating System (ROS) is steadily maturing. Although there are still plenty of features outstanding on the official roadmap, ROS 2 has by now had its first official Long Term Support (LTS) release, Dashing Diademata. This release, and even more so the currently latest release, Eloquent Elusor, is now at a stage where it can comfortably be used as the base of new robotics projects. In my RoboCup team, the Bold Hearts, we are now using ROS 2 on our robots. They were originally based on ROBOTIS’s DARwIn-OP platform, but have undergone several upgrades over the years. One of these is that they currently use the Odroid-XU4 as their main computation device: an 8-core big.LITTLE 32 bit ARM single-board computer (SBC), not too dissimilar from a Raspberry Pi, with quite some performance. Getting started with ROS 2 on one of these is as simple as following the steps below. ...