ROJan 24, 2019

F1/10: An Open-Source Autonomous Cyber-Physical Platform

arXiv:1901.08567v1118 citationsHas Code
Originality Synthesis-oriented
AI Analysis

This provides an incremental solution for researchers and students in cyber-physical systems to safely and affordably test autonomous vehicle safety and performance.

The paper tackles the high cost and risk of testing autonomous vehicles by introducing F1/10, an open-source, affordable 1/10 scale testbed with full sensor and software stacks, enabling accessible research and education in autonomous systems.

In 2005 DARPA labeled the realization of viable autonomous vehicles (AVs) a grand challenge; a short time later the idea became a moonshot that could change the automotive industry. Today, the question of safety stands between reality and solved. Given the right platform the CPS community is poised to offer unique insights. However, testing the limits of safety and performance on real vehicles is costly and hazardous. The use of such vehicles is also outside the reach of most researchers and students. In this paper, we present F1/10: an open-source, affordable, and high-performance 1/10 scale autonomous vehicle testbed. The F1/10 testbed carries a full suite of sensors, perception, planning, control, and networking software stacks that are similar to full scale solutions. We demonstrate key examples of the research enabled by the F1/10 testbed, and how the platform can be used to augment research and education in autonomous systems, making autonomy more accessible.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

Your Notes