Zebracorn Labs
Here at the Zebracorns, we believe in learning and pushing boundaries. In pursuit of that, we have published papers, given talks, and have other tidbits of knowledge lying around. We hope you enjoy these as much as we do.
Bringing ROS to the Largest High School Robotics Competition
FIRST, or For The Inspiration and Recognition of Science and Technology, is an international organization focused on engaging students through STEM. This year, our team - The Zebracorns - was the first in the high school FIRST Robotics Competition (FRC) to control our robot entirely using ROS. In our presentation, we’ll introduce the unique challenges presented by FRC with restricted hardware options, time, and resources. We’ll talk about our motivation for implementing ROS, the specific application within FRC, and our ambitions for the future of ROS within the FRC community.
ZebraVision 6.0: A Continuation of ROS for FRC
Zebravison 6.0 is a crucial development step towards the completion of a robust and dynamic codebase. Integration of ROS allows for automation and communication between systems, giving way to advanced developments in all features of sensors on the robot. The primary objective was to collect data and extract critical information about the position of the robot compared to other objects on the field. In other words, complete localization and environmental visualization in all aspects of the robot. This task, though expansive, has been finalized and polished off, leaving almost no robot-relative values unknown. Computer vision on The Zebracorns is closing the gap between the current standard of robotics and the goal of a fully functional, independent, and autonomous robot.
N.I.D.E.C. Nominally Iterative Deterministic Approach to Efficient Computation of Swerve Motion Profiles Limited by Wheel Acceleration and Velocity
Most swerve profiling algorithms effectively assume that curvature and rotation have a negligible effect. For some paths this assumption can be very problematic, so we have developed an approach for using at wheel acceleration limited (trapezoidal) profiles.
ZebROS 1.0 - ROS for FRC
In 2016, Team 900 wrote a neural network for detecting boulders. Last year, we implemented the Robot Operating System, ROS, into our vision code to facilitate communication between multiple processors. But this year, we’ve gone above and beyond what anyone thought we would be crazy enough to attempt. We transitioned our entire robot code -- including hardware control -- into ROS.
An Analysis of the FIRST Robotics Competition Shouting of ROBOT!
A very factual whitepaper about the shouting of ROBOT! in FRC pit areas. The incessant shouting of ROBOT in FRC pits plagues the FIRST community. The Zebracorns have a solution.
2018 Offseason CAD Release
During offseason we worked on a whole bunch of projects ranging from multiple different types of swerve drives and some west coast drives in preparation for the game. We’ve put them into a public GrabCAD space so feel free to peruse our files. Note: Most of the designs are either unfinished or won’t necessarily work in their current state.
ZebraReality 0.1-0.3
Team 900 has lots of programmers. A positive cornucopia of programmers. Unfortunately, this often leaves us short on the mechanical side of things. Even after we get our robot built, the lack of a convenient practice field makes it difficult to test all of our robot’s functionality or train drivers. In 2017 we decided to program a world where reality isn't an issue. Our first year exploring VR ended relatively successfully. Our driver quickly adapted to a variety of field conditions and his clever maneuvering improved our score in several cases. We went through three iterations of the simulation, primarily rebuilding the robot drivetrains, and finally reached a stable model.
FRC Battery Upgrade
During preseason we decided to upgrade out battery cables. This is a paper detailing our process and reasons behind the change.
ZebraVision 5.0 - ROS for FRC
Zebravision 5.0 is a radical departure from previous paradigms of robot software architecture and completes the computer vision team’s take over of team 900 on the whole. The work centered around the implementation of ROS or Robot Operating System into the team’s overall software framework. The main goal was to improve the facility of Jetson to RoboRio communication but ROS represents much more than that. This leap in software interfacing not only allows the two systems to communicate in a dynamic manner, but also lays the foundation for sophisticated control paradigms built upon the open source ROS framework. This distributed computation model will allow advanced work on robot sensor processing, motion planning, environment perception, localization, and mapping.
2017 GTC Show and Tell
Presentation given at the 2017 GTC about ZebraVision history.