A Millimeter Wave based Sensor Data Broadcasting Scheme for Vehicular Communications

Xiaosha Chen, Supeng Leng, Zuoyin Tang, Kai Xiong, Guanhua Qiao

Research output: Contribution to journalArticle

Abstract

In recent years, vehicles are becoming smart with the aid of various onboard sensing, communication and computing capability, which is helpful to improve road safety and driving experiments. With data fusion technique, a vehicle can even increase the driving safety by obtaining sensor data from other vehicles. The millimeter Wave (mmWave) based Vehicle-to-Vehicle (V2V) communication technology has become a promising technology to transmit sensor data in huge size such as video streams. However, the high radio frequency of mmWave makes it vulnerable to obstacles. Furthermore, the directional propagation property is not efficient to broadcast information among vehicles. In this paper, we propose a broadcasting scheme to guarantee each vehicle to get the sensor data of all other vehicles. Head vehicles are selected to gather the information on the environment and decide those transmission vehicles and receiving vehicles in each time slot. A graph-based routing selection algorithm is proposed with relatively low complexity. Moreover, the upper bound of broadcasting delay for one dimensional platoon is analyzed based on the network calculus theory. Simulation results indicate that the proposed scheme has faster delivery rate compared to the traditional First-In-First-Out (FIFO) scheme. The maximum broadcasting delay of the proposed scheme is less than the traditional schemes about 30% in different scenarios.
Original languageEnglish
JournalIEEE Access
DOIs
Publication statusPublished - 1 Aug 2019

Fingerprint

Broadcasting
Millimeter waves
Communication
Sensors
Vehicle to vehicle communications
Vehicle transmissions
Data fusion

Bibliographical note

This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/.

Cite this

Chen, Xiaosha ; Leng, Supeng ; Tang, Zuoyin ; Xiong, Kai ; Qiao, Guanhua. / A Millimeter Wave based Sensor Data Broadcasting Scheme for Vehicular Communications. In: IEEE Access. 2019.
@article{1390c6a3bfe24668a6b188945dca03e3,
title = "A Millimeter Wave based Sensor Data Broadcasting Scheme for Vehicular Communications",
abstract = "In recent years, vehicles are becoming smart with the aid of various onboard sensing, communication and computing capability, which is helpful to improve road safety and driving experiments. With data fusion technique, a vehicle can even increase the driving safety by obtaining sensor data from other vehicles. The millimeter Wave (mmWave) based Vehicle-to-Vehicle (V2V) communication technology has become a promising technology to transmit sensor data in huge size such as video streams. However, the high radio frequency of mmWave makes it vulnerable to obstacles. Furthermore, the directional propagation property is not efficient to broadcast information among vehicles. In this paper, we propose a broadcasting scheme to guarantee each vehicle to get the sensor data of all other vehicles. Head vehicles are selected to gather the information on the environment and decide those transmission vehicles and receiving vehicles in each time slot. A graph-based routing selection algorithm is proposed with relatively low complexity. Moreover, the upper bound of broadcasting delay for one dimensional platoon is analyzed based on the network calculus theory. Simulation results indicate that the proposed scheme has faster delivery rate compared to the traditional First-In-First-Out (FIFO) scheme. The maximum broadcasting delay of the proposed scheme is less than the traditional schemes about 30{\%} in different scenarios.",
author = "Xiaosha Chen and Supeng Leng and Zuoyin Tang and Kai Xiong and Guanhua Qiao",
note = "This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/.",
year = "2019",
month = "8",
day = "1",
doi = "10.1109/ACCESS.2019.2932428",
language = "English",

}

A Millimeter Wave based Sensor Data Broadcasting Scheme for Vehicular Communications. / Chen, Xiaosha; Leng, Supeng; Tang, Zuoyin; Xiong, Kai; Qiao, Guanhua.

In: IEEE Access, 01.08.2019.

Research output: Contribution to journalArticle

TY - JOUR

T1 - A Millimeter Wave based Sensor Data Broadcasting Scheme for Vehicular Communications

AU - Chen, Xiaosha

AU - Leng, Supeng

AU - Tang, Zuoyin

AU - Xiong, Kai

AU - Qiao, Guanhua

N1 - This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/.

PY - 2019/8/1

Y1 - 2019/8/1

N2 - In recent years, vehicles are becoming smart with the aid of various onboard sensing, communication and computing capability, which is helpful to improve road safety and driving experiments. With data fusion technique, a vehicle can even increase the driving safety by obtaining sensor data from other vehicles. The millimeter Wave (mmWave) based Vehicle-to-Vehicle (V2V) communication technology has become a promising technology to transmit sensor data in huge size such as video streams. However, the high radio frequency of mmWave makes it vulnerable to obstacles. Furthermore, the directional propagation property is not efficient to broadcast information among vehicles. In this paper, we propose a broadcasting scheme to guarantee each vehicle to get the sensor data of all other vehicles. Head vehicles are selected to gather the information on the environment and decide those transmission vehicles and receiving vehicles in each time slot. A graph-based routing selection algorithm is proposed with relatively low complexity. Moreover, the upper bound of broadcasting delay for one dimensional platoon is analyzed based on the network calculus theory. Simulation results indicate that the proposed scheme has faster delivery rate compared to the traditional First-In-First-Out (FIFO) scheme. The maximum broadcasting delay of the proposed scheme is less than the traditional schemes about 30% in different scenarios.

AB - In recent years, vehicles are becoming smart with the aid of various onboard sensing, communication and computing capability, which is helpful to improve road safety and driving experiments. With data fusion technique, a vehicle can even increase the driving safety by obtaining sensor data from other vehicles. The millimeter Wave (mmWave) based Vehicle-to-Vehicle (V2V) communication technology has become a promising technology to transmit sensor data in huge size such as video streams. However, the high radio frequency of mmWave makes it vulnerable to obstacles. Furthermore, the directional propagation property is not efficient to broadcast information among vehicles. In this paper, we propose a broadcasting scheme to guarantee each vehicle to get the sensor data of all other vehicles. Head vehicles are selected to gather the information on the environment and decide those transmission vehicles and receiving vehicles in each time slot. A graph-based routing selection algorithm is proposed with relatively low complexity. Moreover, the upper bound of broadcasting delay for one dimensional platoon is analyzed based on the network calculus theory. Simulation results indicate that the proposed scheme has faster delivery rate compared to the traditional First-In-First-Out (FIFO) scheme. The maximum broadcasting delay of the proposed scheme is less than the traditional schemes about 30% in different scenarios.

UR - https://ieeexplore.ieee.org/document/8784150/authors#authors

U2 - 10.1109/ACCESS.2019.2932428

DO - 10.1109/ACCESS.2019.2932428

M3 - Article

ER -