The Components of Cooperative Perception-a Proposal for Future Works

Christoph Pilz, Andrea Ulbel, Gerald Steinbauer-Wagner

Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

Abstract

Vehicle-to-Anything (V2X) communication is a research topic in automated driving, with recent activities also focused on cooperative perception (CP). The research field of CP is complex, with many sub-fields using different approaches. In this paper, CP will be analyzed from a systems perspective to provide an overview of the challenges that need to be addressed. Starting from the system level, the individual components of sensing, communication, and fusion will be analyzed for existing challenges and approaches to addressing them. In this work, the approaches are analyzed for strengths and weaknesses and, most importantly, for the individual questions that remain unanswered. Finally, new questions are raised about the interaction of components. In summary, this paper provides a comprehensive overview of existing CP research, existing challenges, and open questions that have not yet been addressed.

Original languageEnglish
Title of host publication2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021
PublisherInstitute of Electrical and Electronics Engineers
Pages1457-1462
Number of pages6
ISBN (Electronic)978-172819142-3
DOIs
Publication statusPublished - 19 Sep 2021
Event24th IEEE International Conference on Intelligent Transportation : ITSC 2021 - Indianapolis, United States
Duration: 19 Sep 202122 Sep 2021
https://2021.ieee-itsc.org/

Publication series

NameIEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
Volume2021-September

Conference

Conference24th IEEE International Conference on Intelligent Transportation
Abbreviated titleITSC 2021
Country/TerritoryUnited States
CityIndianapolis
Period19/09/2122/09/21
Internet address

ASJC Scopus subject areas

  • Mechanical Engineering
  • Automotive Engineering
  • Computer Science Applications

Fields of Expertise

  • Information, Communication & Computing
  • Mobility & Production

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