A Survey of Autonomous Driving: Common Practices and Emerging Technologies

@article{Yurtsever2020ASO,
  title={A Survey of Autonomous Driving: Common Practices and Emerging Technologies},
  author={Ekim Yurtsever and Jacob Lambert and Alexander Carballo and K. Takeda},
  journal={IEEE Access},
  year={2020},
  volume={8},
  pages={58443-58469}
}
Automated driving systems (ADSs) promise a safe, comfortable and efficient driving experience. However, fatalities involving vehicles equipped with ADSs are on the rise. The full potential of ADSs cannot be realized unless the robustness of state-of-the-art is improved further. This paper discusses unsolved problems and surveys the technical aspect of automated driving. Studies regarding present challenges, high-level system architectures, emerging methodologies and core functions including… Expand
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References

SHOWING 1-10 OF 325 REFERENCES
Autonomous driving in urban environments: approaches, lessons and challenges
  • 225
  • PDF
Towards a viable autonomous driving research platform
  • 200
  • Highly Influential
  • PDF
Driver Modeling for Detection and Assessment of Driver Distraction: Examples from the UTDrive Test Bed
  • 32
PROUD—Public Road Urban Driverless-Car Test
  • 57
A Survey of Motion Planning and Control Techniques for Self-Driving Urban Vehicles
  • 860
  • PDF
Recent progress in road and lane detection: a survey
  • 551
  • PDF
An Open Approach to Autonomous Vehicles
  • 216
  • PDF
Quantitative Driving Style Estimation for Energy-Oriented Applications in Road Vehicles
  • 14
Extensive Tests of Autonomous Driving Technologies
  • 135
Testing of Advanced Driver Assistance Towards Automated Driving: A Survey and Taxonomy on Existing Approaches and Open Questions
  • 73
  • PDF
...
1
2
3
4
5
...