AI Management System to Prevent Accidents in Construction Zones Using 4K Cameras Based on 5G Network

Daichi Nozaki, Koki Okamoto, Toru Mochida, Xin Qi, Zheng Wen, San Hlaing Myint, Kiyohito Tokuda, Takuro Sato, Kazuhiko Tamesue

研究成果: Conference contribution

1 引用 (Scopus)

抜粋

Accident prevention for trucks, cranes and work vehicles at construction sites is important. Here, we use high-precision surveillance cameras with 4K cameras as IoT terminals to implement safe workplace environments. In this research, the system transmits photographic images from trucks, cranes, and other construction equipment fitted with 4K cameras at the work site to a database via 5G wireless networks, and uses AI to assess the interactions and movements of workers in the database. We introduce a system that makes it possible to avoid crashes by informing truck and crane drivers, and notifying automatic driving trucks and crane cars of that information. It is conceivable that uplink traffic could become congested due to many vehicles equipped with 4K cameras simultaneously transmitting images over the 5G uplink. Here, as a basic 5G characteristic evaluation, 4K images from trucks or cranes moving at a low speed are transmitted to the database according to moving speed and distance to the 5G terminal connecting the base station and IoT device. Based on the error environment, we report the relation with the error of the system that judges and identifies the surrounding environment using AI when video quality is deteriorated.

元の言語English
ホスト出版物のタイトル2018 21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018
出版者IEEE Computer Society
ページ462-466
ページ数5
ISBN(電子版)9781538657577
DOI
出版物ステータスPublished - 2019 5 10
イベント21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018 - Chiang Rai, Thailand
継続期間: 2018 11 252018 11 28

出版物シリーズ

名前International Symposium on Wireless Personal Multimedia Communications, WPMC
2018-November
ISSN(印刷物)1347-6890

Conference

Conference21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018
Thailand
Chiang Rai
期間18/11/2518/11/28

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Human-Computer Interaction

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  • これを引用

    Nozaki, D., Okamoto, K., Mochida, T., Qi, X., Wen, Z., Myint, S. H., Tokuda, K., Sato, T., & Tamesue, K. (2019). AI Management System to Prevent Accidents in Construction Zones Using 4K Cameras Based on 5G Network. : 2018 21st International Symposium on Wireless Personal Multimedia Communications, WPMC 2018 (pp. 462-466). [8712896] (International Symposium on Wireless Personal Multimedia Communications, WPMC; 巻数 2018-November). IEEE Computer Society. https://doi.org/10.1109/WPMC.2018.8712896