Collective Perception: A Delay Evaluation With a Short Discussion on Channel Load

Automated vehicles and vehicle-to-everything (V2X) communication open the window for sharing of sensor data. This paper aims to provide a systematic view of the delay chain involved. We implemented collective perception (CP) into two street legal automated driving demonstrators (ADDs) to provide ins...

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Main Authors: Christoph Pilz, Peter Sammer, Esa Piri, Udo Grossschedl, Gerald Steinbauer-Wagner, Lukas Kuschnig, Alina Steinberger, Markus Schratter
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Intelligent Transportation Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10198493/
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author Christoph Pilz
Peter Sammer
Esa Piri
Udo Grossschedl
Gerald Steinbauer-Wagner
Lukas Kuschnig
Alina Steinberger
Markus Schratter
author_facet Christoph Pilz
Peter Sammer
Esa Piri
Udo Grossschedl
Gerald Steinbauer-Wagner
Lukas Kuschnig
Alina Steinberger
Markus Schratter
author_sort Christoph Pilz
collection DOAJ
description Automated vehicles and vehicle-to-everything (V2X) communication open the window for sharing of sensor data. This paper aims to provide a systematic view of the delay chain involved. We implemented collective perception (CP) into two street legal automated driving demonstrators (ADDs) to provide insight into the components’ delay. The implementation allowed us to gather highly accurate Quality of Service (QoS) measurements for V2X communication in practical field environments and to gather a set of delay measurements for a working CP system, accompanied by scalability discussions. The results provide a basis for evaluating the delay impact of single components and the applicability of CP use cases from the perspective of time advantage.
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spelling doaj.art-73972c0e230d4132b0fde1109220d4382023-08-08T23:02:25ZengIEEEIEEE Open Journal of Intelligent Transportation Systems2687-78132023-01-01450652610.1109/OJITS.2023.329681210198493Collective Perception: A Delay Evaluation With a Short Discussion on Channel LoadChristoph Pilz0https://orcid.org/0000-0002-6937-4065Peter Sammer1Esa Piri2Udo Grossschedl3Gerald Steinbauer-Wagner4Lukas Kuschnig5Alina Steinberger6https://orcid.org/0000-0003-1192-1174Markus Schratter7https://orcid.org/0000-0001-6054-9669Institute for Software Technology, Graz University of Technology, Graz, AustriaDepartment of Electrics, Electronics, and Software, Virtual Vehicle Research GmbH, Graz, AustriaKaitotek Oy, Oulu, FinlandDepartment of Electrics, Electronics, and Software, Virtual Vehicle Research GmbH, Graz, AustriaInstitute for Software Technology, Graz University of Technology, Graz, AustriaDepartment of Electrics, Electronics, and Software, Virtual Vehicle Research GmbH, Graz, AustriaInstitute for Software Technology, Graz University of Technology, Graz, AustriaDepartment of Electrics, Electronics, and Software, Virtual Vehicle Research GmbH, Graz, AustriaAutomated vehicles and vehicle-to-everything (V2X) communication open the window for sharing of sensor data. This paper aims to provide a systematic view of the delay chain involved. We implemented collective perception (CP) into two street legal automated driving demonstrators (ADDs) to provide insight into the components’ delay. The implementation allowed us to gather highly accurate Quality of Service (QoS) measurements for V2X communication in practical field environments and to gather a set of delay measurements for a working CP system, accompanied by scalability discussions. The results provide a basis for evaluating the delay impact of single components and the applicability of CP use cases from the perspective of time advantage.https://ieeexplore.ieee.org/document/10198493/Autowareautomated drivingcollective perceptioncooperative connected automated mobilityrosvehicle communication platform to anything
spellingShingle Christoph Pilz
Peter Sammer
Esa Piri
Udo Grossschedl
Gerald Steinbauer-Wagner
Lukas Kuschnig
Alina Steinberger
Markus Schratter
Collective Perception: A Delay Evaluation With a Short Discussion on Channel Load
IEEE Open Journal of Intelligent Transportation Systems
Autoware
automated driving
collective perception
cooperative connected automated mobility
ros
vehicle communication platform to anything
title Collective Perception: A Delay Evaluation With a Short Discussion on Channel Load
title_full Collective Perception: A Delay Evaluation With a Short Discussion on Channel Load
title_fullStr Collective Perception: A Delay Evaluation With a Short Discussion on Channel Load
title_full_unstemmed Collective Perception: A Delay Evaluation With a Short Discussion on Channel Load
title_short Collective Perception: A Delay Evaluation With a Short Discussion on Channel Load
title_sort collective perception a delay evaluation with a short discussion on channel load
topic Autoware
automated driving
collective perception
cooperative connected automated mobility
ros
vehicle communication platform to anything
url https://ieeexplore.ieee.org/document/10198493/
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