Safety of Self-driving Cars: A Case Study on Lane Keeping Systems

Machine learning is a powerful method to handle the self-driving problem. Researchers use machine learning to construct a neural network and train it to drive the car. A self-driving car is a safety-critical system. However, the neural network is not necessarily reliable. The output of a neural netw...

Full description

Bibliographic Details
Main Author: Xu, Hao
Other Authors: Electrical and Computer Engineering
Format: Others
Published: Virginia Tech 2020
Subjects:
Online Access:http://hdl.handle.net/10919/99292