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Autonomous Driving on the Thin Trail of Great Opportunities and Dangerous Trust

In: Innovative Technologies for Market Leadership

Author

Listed:
  • Sandro Mund

    (Trier University of Applied Sciences)

  • Patrick Glauner

    (Deggendorf Institute of Technology)

Abstract

Achieving fully autonomous driving cars is a considerable technological milestone that will have significant impact on many lives and the adaption of new technologies. The question of when this milestone will be achieved is currently being debated and contradictory forecasts are increasingly being made. In this chapter, the most important components of self-driving cars are presented and different approaches are discussed. We show what makes autonomous driving so challenging and what misjudgments have been made in the past. In particular, the role of artificial intelligence will be illuminated to give a clear picture of what progress is realistic in the coming years. Next, we discuss related challenges that need to be solved in the coming years. Based on our own research, we will also show how hard it is to interpret models, like neural networks, i.e., understanding why they make the decisions they make in the context of self-driving.

Suggested Citation

Handle: RePEc:spr:fuobcp:978-3-030-41309-5_12
DOI: 10.1007/978-3-030-41309-5_12
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