Online Archive of University of Virginia Scholarship
An Experimental Platform for Implementing Advanced Algorithms in Scaled Autonomous Cars403 views
Author
Suresh Babu, Varundev, Computer Engineering - School of Engineering and Applied Science, University of Virginia
Advisors
Lin, Zongli, Department of Electrical and Computer Engineering, University of Virginia
Dugan, Joanne, Department of Electrical and Computer Engineering, University of Virginia
Abstract
Many universities across the world are doing breakthrough research in the field of autonomous cars, but only a few universities have the financial and legal means to operate a full-scale autonomous car. Some institutions have continued to research on autonomous cars using scaled platforms to varying degrees of success, but the question has always remained that these scaled platforms are limited in their capabilities thus limiting their research usefulness. In this thesis, we present a case for implementing high level computer vision based navigation on scaled autonomous cars to prove that the scaled autonomous car platforms are an effective research tool.
Degree
MS (Master of Science)
Keywords
Autonomous Car; Machine Learning; Computer Vision; Robotics; Lane Following
Suresh Babu, Varundev. An Experimental Platform for Implementing Advanced Algorithms in Scaled Autonomous Cars. University of Virginia, Computer Engineering - School of Engineering and Applied Science, MS (Master of Science), 2018-04-23, https://doi.org/10.18130/V3M902292.
