Literature DB >> 33920066

Automated Driving with Cooperative Perception Using Millimeter-Wave V2V Communications for Safe Overtaking.

Ryuichi Fukatsu1, Kei Sakaguchi1.   

Abstract

The combination of onboard sensors on vehicles with wireless communication has great advantages over the conventional driving systems in terms of safety and reliability. This technique is often called cooperative perception. Cooperative perception is expected to compensate for blind spots in dynamic maps, which are caused by obstacles. Few blind spots in dynamic maps can improve the safety and reliability of driving thanks to the additional information beyond the sensing of the onboard sensors. In this paper, we analyzed the required sensor data rate to be exchanged for the cooperative perception in order to enable a new level of safe and reliable automated driving in overtaking scenario. The required sensor data rate was calculated by the combination of recognition and vehicle movement to adopt realistic assumptions. In the end of the paper, we compared the required sensor data rate with the outage data rate realized by the conventional V2V communication and millimeter-wave communication. The results showed the indispensability of millimeter-wave communications in automated driving systems.

Entities:  

Keywords:  5G; V2V communication; automated driving; collective perception; cooperative perception; extended sensor; millimeter-wave communication

Year:  2021        PMID: 33920066     DOI: 10.3390/s21082659

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  2 in total

1.  Accuracy Improvement of Vehicle Recognition by Using Smart Device Sensors.

Authors:  Tanmoy Sarkar Pias; David Eisenberg; Jorge Fresneda Fernandez
Journal:  Sensors (Basel)       Date:  2022-06-10       Impact factor: 3.847

2.  Distributed and Scalable Radio Resource Management for mmWave V2V Relays towards Safe Automated Driving.

Authors:  Yue Yin; Tao Yu; Kazuki Maruta; Kei Sakaguchi
Journal:  Sensors (Basel)       Date:  2021-12-23       Impact factor: 3.576

  2 in total

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