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5G Features and Standards for Vehicle Data Exploitation [article]

Gorka Velez
2022 arXiv   pre-print
This paper identifies and discusses the relevance of the main 5G features that can contribute to a scalable, flexible, reliable and secure data pipeline, pointing to the standards and technical reports  ...  Due to the proliferation of cooperative, connected and automated mobility (CCAM), the value of data from vehicles is getting strategic, not just for the automotive industry, but also for many diverse stakeholders  ...  Content reflects only the authors' view and European Commission is not responsible for any use that may be made of the information it contains.  ... 
arXiv:2204.06211v1 fatcat:rtxe62n5e5hnvla3cc6wpzxsju

Radio Access for Future 5G Vehicular Networks

Barbara M. Masini, Alessandro Bazzi, Enrico Natalizio
2017 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall)  
Then, it focuses on beaconing for cooperative awareness and compares the performance of LTE when adopted in different fashions, from the actual legacy solution in vehicle-toinfrastructure (V2I) mode to  ...  The road to 5G vehicular networks can be considered opened by the Release 14 of Long Term Evolution (LTE), which enables vehicle-to-vehicle (V2V) communications also out of coverage of the eNodeB.  ...  ACKNOWLEDGMENT This work has been carried out in the framework of the project IMATISSE (Inundation Monitoring and Alarm Technology In a System of SystEms), which is funded by the Region Picardie, France  ... 
doi:10.1109/vtcfall.2017.8288299 dblp:conf/vtc/MasiniBN17 fatcat:37odo5jnxvc77ozb7umpkbm6wu

5G NR-V2X: Towards Connected and Cooperative Autonomous Driving [article]

Hamidreza Bagheri, Md Noor-A-Rahim, Zilong Liu, Haeyoung Lee, Dirk Pesch, Klaus Moessner, Pei Xiao
2020 arXiv   pre-print
This paper is concerned with the key features and fundamental technology components for 5G New Radio (NR) for genuine realization of connected and cooperative autonomous driving.  ...  We discuss the major functionalities of physical layer, Sidelink features and its resource allocation, architecture flexibility, security and privacy mechanisms, and precise positioning techniques with  ...  meet the needs for autonomous driving. 3GPP timeline for the 5G standard follows two consecutive phases.  ... 
arXiv:2009.03638v1 fatcat:m2akzlmm5ncxfc6r2kqgnbqgau

Performance evaluation of IEEE 802.11p, LTE and 5G in connected vehicles for cooperative awareness

Muhammad Naeem Tahir, Marcos Katz
2021 Engineering Reports  
Meanwhile, exploiting technologies for cooperative awareness of connected vehicles is important for seamless network connectivity in hazardous situations.  ...  data.  ...  For these pilot measurements, we have used a standard data packet structure for RWS and vehicle data packet generation.  ... 
doi:10.1002/eng2.12467 fatcat:5vgrassdyncbzf3efmmnjxv6vq

Analysis of collaborative wireless vehicular technologies under realistic conditions

Muhammad Naeem Tahir, Marcos Katz, Urooj Rashid
2021 The Journal of Engineering  
For operational services, connected vehicles in VANET (Vehicle Ad hoc Networks) regularly transfer large amounts of data related to vehicular safety.  ...  The vehicular connectivity is provided in V2V and V2I scenarios by utilizing short-range IEEE 802.11 standard or cellular approaches, such as the 5G network.  ...  ACKNOWLEDGEMENT Here the authors would like to say thanks to Timo Sukuvaara and Kari Mäenpää from Finnish Meteorological Institute (FMI), Finland, for their support and guidance in the above-mentioned  ... 
doi:10.1049/tje2.12107 fatcat:kiw4oc2tvnfvlj2am3obcrmvj4

5G Beyond 3GPP Release 15 for Connected Automated Mobility in Cross-Border Contexts

Gorka Velez, Ángel Martín, Giancarlo Pastor, Edward Mutafungwa
2020 Sensors  
In order to conduct this study, a set of representative use cases and the related communication requirements were identified. Then, for each use case, the most relevant 5G features were proposed.  ...  Therefore, 5G for CAM applications is planned to be deployed there first.  ...  The dataset provides position, velocity, acceleration and heading values of each vehicle recorded at 10 Hz, which is the standard frequency for sending this kind of vehicle data [36] .  ... 
doi:10.3390/s20226622 pmid:33228020 fatcat:2av6xzqidngcjc2ewelezxiqhm

Call for Papers

2020 IEEE Communications Magazine  
centricity and trust, data control and governance) SuBmiSSion guidelineS Manuscripts should conform to the standard format as indicated in the Information for Authors section of the Manuscript Submission  ...  This Feature Topic (FT) aims at shedding some light on the novel applications that can be realized by exploiting the features provided by 5G, the performance improvement of the current applications by  ... 
doi:10.1109/mcom.2020.9247525 fatcat:2eomiilukfasffr6qdgb3cywjq

Call for Papers

2020 IEEE Internet of Things Magazine  
centricity and trust, data control and governance) SuBmiSSion guidelineS Manuscripts should conform to the standard format as indicated in the Information for Authors section of the Manuscript Submission  ...  This Feature Topic (FT) aims at shedding some light on the novel applications that can be realized by exploiting the features provided by 5G, the performance improvement of the current applications by  ... 
doi:10.1109/miot.2020.9241480 fatcat:lldbfyz34fh5pkes5kvpd4ppf4

Call for papers

2020 IEEE Communications Magazine  
centricity and trust, data control and governance) SuBmiSSion guidelineS Manuscripts should conform to the standard format as indicated in the Information for Authors section of the Manuscript Submission  ...  This Feature Topic (FT) aims at shedding some light on the novel applications that can be realized by exploiting the features provided by 5G, the performance improvement of the current applications by  ... 
doi:10.1109/mcom.2020.9269929 fatcat:s5xyuhioebgohksm3yioyaybri

Analysis of VANET Wireless Networking Technologies in Realistic Environments

Muhammad Naeem Tahir, Marcos Katz, Urooj Rashid
2021 2021 IEEE Radio and Wireless Symposium (RWS)  
For operational services, connected vehicles in VANET (Vehicle Ad hoc Networks) regularly try to transfer large amounts of data for vehicular safety.  ...  Vehicular connectivity is provided using short-range technologies such as the IEEE 802.110 standard or cellular approaches, such as the 5G network.  ...  ACKNOWLEDGEMENT Here I would like to say thanks to Timo Sukuvaara and Kari Mäenpää from Finnish Meteorological Institute (FMI), Finland, for their support and guidance in the abovementioned measurements  ... 
doi:10.1109/rws50353.2021.9360381 fatcat:7sjphhnl5jeqzpctoamtshtxeq

Performace Evaluation of Vehicular Communication

Muhammad Naeem Tahir, Kari Mäenpää, Timo Sukuvaara
2020 Transport and Telecommunication  
This heterogeneous system provides the opportunity to exploit the vehicle-based actuators, sensor, and observation data in order to produce the intelligent service platform and up-to-date real time services  ...  We also analyzed the performance of IEEE 802.11p with and without safety feature for secure and reliable vehicular communication.  ...  In test measurements, two Road weather stations and a vehicle contributed for V2I data exchange using IEEE 802.11p and 5G Test Network.  ... 
doi:10.2478/ttj-2020-0013 fatcat:2l7nrtoq6zdmdkmd25otd6iyoa

Millimeter Wave Vehicular Communication to Support Massive Automotive Sensing [article]

Junil Choi and Vutha Va and Nuria Gonzalez-Prelcic and Robert Daniels and Chandra R. Bhat and Robert W. Heath Jr
2016 arXiv   pre-print
The motivations and challenges associated with using mmWave for vehicle-to-vehicle and vehicle-to-infrastructure applications are highlighted.  ...  sensor data exchange between vehicles.  ...  high data rates) to exploit high data rate information from neighboring vehicles.  ... 
arXiv:1602.06456v2 fatcat:6wlfsnt53bbgpkv3yx3xu5a7au

Towards the Age of Intelligent Vehicular Networks for Connected and Autonomous Vehicles in 6G [article]

Van-Linh Nguyen, Ren-Hung Hwang, Po-Ching Lin, Abhishek Vyas, Van-Tao Nguyen
2022 arXiv   pre-print
Through the typical examples, we also highlight why 5G is inadequate to provide the best connectivity for vehicular applications, and then 6G technologies can fill up the vacancy.  ...  ., dedicated short-range communications (DSRC) standard/IEEE 802.11p, the vehicular technology market has become very competitive with a new player, Cellular Vehicle-to-Everything (C-V2X).  ...  Figure 2 summarizes key differences between 5G and 6G for V2X in terms of features, Key Performance Indicator (KPI) requirements, spectrum usage, and vehicle capability.  ... 
arXiv:2209.01349v1 fatcat:qixcnmna4fhiloqoifjkqioqle

Machine Learning-Enabled Data Rate Prediction for 5G NSA Vehicle-to-Cloud Communications [article]

Benjamin Sliwa and Hendrik Schippers and Christian Wietfeld
2021 arXiv   pre-print
In this paper, we present a first empirical analysis of client-based end-to-end data rate prediction for 5G NSA vehicle-to-cloud communications.  ...  For this purpose, novel methods for proactive prediction of the end-to-end behavior are seen as key enablers.  ...  In contrast to that, the full-featured 5G Standalone (SA) mode will rely on a dedicated 5G core network that allows for future implementation of network slicing, mMTC, and URLLC.  ... 
arXiv:2109.04117v1 fatcat:2x6gbjyjfrekrmqo2nehsaf3bu

Heterogeneous (ITS-G5 and 5G) Vehicular Pilot Road Weather Service Platform in a Realistic Operational Environment

Muhammad Naeem Tahir, Marcos Katz
2021 Sensors  
This test-bed network provides a flexible framework to exploit vehicle-based weather data and road observation information, creating a service architecture for VANETs that supports real-time intelligent  ...  For VANETs, the IEEE 802.11p-based ITS-G5 is one of the key standards for communication globally. This research work integrates the ITS-G5 with a cellular-based 5G Test Network (5GTN).  ...  Acknowledgments: Thanks go to Timo Sukuvaara and Kari Mäenpää from the Finnish Meteorological Institute (FMI), Finland, for their support and guidance in the above-mentioned measurements.  ... 
doi:10.3390/s21051676 pmid:33804343 fatcat:lx62dokpdrbupottykxedu5gpa
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