English

Key Ingredients of Self-Driving Cars

Robotics 2024-09-23 v2 Computer Vision and Pattern Recognition Machine Learning Systems and Control Signal Processing Systems and Control

Abstract

Over the past decade, many research articles have been published in the area of autonomous driving. However, most of them focus only on a specific technological area, such as visual environment perception, vehicle control, etc. Furthermore, due to fast advances in the self-driving car technology, such articles become obsolete very fast. In this paper, we give a brief but comprehensive overview on key ingredients of autonomous cars (ACs), including driving automation levels, AC sensors, AC software, open source datasets, industry leaders, AC applications and existing challenges.

Keywords

Cite

@article{arxiv.1906.02939,
  title  = {Key Ingredients of Self-Driving Cars},
  author = {Rui Fan and Jianhao Jiao and Haoyang Ye and Yang Yu and Ioannis Pitas and Ming Liu},
  journal= {arXiv preprint arXiv:1906.02939},
  year   = {2024}
}

Comments

5 pages, 2 figures, EUSIPCO 2019 Satellite Workshop: Signal Processing, Computer Vision and Deep Learning for Autonomous Systems