Vision-Based Basic Safety Message (BSM) Broadcasting System

Tai You Lin, Cheng Wei Peng, Chen Chien Hsu

研究成果: 書貢獻/報告類型會議論文篇章

1 引文 斯高帕斯(Scopus)

摘要

With the growing demands from smart city services, development of intelligent transportation systems has become a popular research field. In this work, we proposed a vision-based basic safety message (BSM) broadcasting system based on SAE J2735 through 3GPP 4G-LTE eMBMS broadcasting technique. Publicly available open government CCTV video data were firstly adopted as the detection source. Through a designed workflow, detection and tracking of the vehicles in the videos can be obtained by YOLOv5x and DeepSORT, respectively. Hence, the speed, location, and ID of each vehicle can be calculated by a BSM generation algorithm to obtain the content elements in SAE J2735 basic safety message. According to the experimental result, the speed and location information can be well transmitted and displayed on the mobile edge device. We expect that the proposed work can be widely applied in ITS applications, benefiting future smart city implementations.

原文英語
主出版物標題2023 IEEE International Conference on Consumer Electronics, ICCE 2023
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9781665491303
DOIs
出版狀態已發佈 - 2023
事件2023 IEEE International Conference on Consumer Electronics, ICCE 2023 - Las Vegas, 美国
持續時間: 2023 1月 62023 1月 8

出版系列

名字Digest of Technical Papers - IEEE International Conference on Consumer Electronics
2023-January
ISSN(列印)0747-668X

會議

會議2023 IEEE International Conference on Consumer Electronics, ICCE 2023
國家/地區美国
城市Las Vegas
期間2023/01/062023/01/08

ASJC Scopus subject areas

  • 工業與製造工程
  • 電氣與電子工程

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