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Occupancy grid fusion prototyping using automotive virtual validation environment

  • Paweł Markiewicz
  • , Krzysztof Kogut
  • , Maciej Róźewicz
  • , Paweł Skruch
  • , Roman Starosolski
  • Silesian University of Technology
  • Aptiv Inc.
  • AGH University of Krakow

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

12 Citations (Scopus)

Abstract

This paper walks through the occupancy grid fusion algorithm prototyping process. The implementation consists of core fusion algorithms using probability derived from inverse sensor models. Preliminary results are obtained using an automotive virtual validation tool and phenomenological sensor models of radars, lidars and selected functions of vision sensors. The purpose of the developed framework is to perform a relative performance assessment between certain grid computation and fusion methods. Assessment is carried out by comparing computed results with reference data. Virtual validation is used to enable quick and cost effective reference data generation in comparison to real world testing.

Original languageEnglish
Title of host publicationICCMA 2018 - Proceedings of the 6th International Conference on Control, Mechatronics and Automation
PublisherAssociation for Computing Machinery
Pages81-85
Number of pages5
ISBN (Electronic)9781450365635
DOIs
Publication statusPublished - 12 Oct 2018
Event6th International Conference on Control, Mechatronics and Automation, ICCMA 2018 - Tokyo, Japan
Duration: 12 Oct 201814 Oct 2018

Publication series

NameACM International Conference Proceeding Series

Conference

Conference6th International Conference on Control, Mechatronics and Automation, ICCMA 2018
Country/TerritoryJapan
CityTokyo
Period12/10/1814/10/18

Keywords

  • ADAS
  • Automated Driving
  • Inverse Sensor Model
  • Occupancy Grid
  • Sensor Fusion

ASJC Scopus subject areas

  • Software
  • Human-Computer Interaction
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications

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