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Deep Learning Methods for Automotive Radar Signal Processing by Rodrigo Pérez González

Deep Learning Methods for Automotive Radar Signal Processing

by Rodrigo Pérez González
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Book cover type: Paperback
  • ISBN13: 9783736974623
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Cuvillier
  • Publisher Imprint: Cuvillier
  • Publication Date:
  • Pages: 136
  • Original Price: GBP 31.92
  • Language: English
  • Edition: N/A
  • Item Weight: 173 grams
  • BISAC Subject(s): General

For autonomous driving to become a reality, future sensor systems must be able to not only capture the vehicle's environment, but also to provide semantic information. In this work, deep learning methods, meant to enhance-or even replace-the classical radar signal processing chain, are developed and evaluated in the context of automotive applications. For this purpose, state of the art computer vision approaches are adapted and applied to radar signals in order to detect and classify different road users.

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