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Enabling Commercial Autonomous Space Robotic Explorers

Abstract:

In contrast to manned missions, the application of autonomous robots for space exploration missions decreases the safety concerns of the exploration missions while extending the exploration distance since returning transportation is not necessary for robotics missions.

In addition, the employment of robots in these missions also decreases mission complexities and costs because there is no need for onboard life support systems: robots can withstand and operate in harsh conditions, for instance, extreme temperature, pressure, and...

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π-BA Bundle Adjustment Acceleration on Embedded FPGAs with Co-Observation Optimization

1. Introduction

   This is part of the PerceptIn technology blog on how to build your own autonomous vehicles and robots. The other technical articles on these topics can be found at https://www.perceptin.io/blog.

In this article we dive into a rather advanced topic, Bundle Adjustment (BA), the problem of refining a visual reconstruction to produce jointly optimal 3D structure and viewing parameter, including camera pose and calibration, estimates.

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