Deep Learning Based CoMP Transmission Method Using Vehicle Position Information for Taxi Radio Systems

研究成果: Conference contribution

抜粋

This paper proposes a coordinated multi-point (CoMP) transmission method based on deep learning for taxi radio systems to prevent inter-cell interference (ICI). In CoMP, it is essential to select whether to use simultaneous transmission or time division multiplexing (TDM) considering the effect of the ICI. The feature of the proposed method is to determine such a transmission mode by using vehicle position information as taxi radio systems have such position information. Moreover, the proposed method makes it possible to avoid the online system capacity calculation also required for CoMP thanks to the use of deep learning. The effectiveness of the proposed method is demonstrated in comparison with a traditional online calculation method under the practical scenario based on the taxi radio system in Japan.

元の言語English
ホスト出版物のタイトル2020 International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2020
出版者Institute of Electrical and Electronics Engineers Inc.
ページ253-256
ページ数4
ISBN(電子版)9781728149851
DOI
出版物ステータスPublished - 2020 2
イベント2nd International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2020 - Fukuoka, Japan
継続期間: 2020 2 192020 2 21

出版物シリーズ

名前2020 International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2020

Conference

Conference2nd International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2020
Japan
Fukuoka
期間20/2/1920/2/21

ASJC Scopus subject areas

  • Information Systems and Management
  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Information Systems
  • Signal Processing

フィンガープリント Deep Learning Based CoMP Transmission Method Using Vehicle Position Information for Taxi Radio Systems' の研究トピックを掘り下げます。これらはともに一意のフィンガープリントを構成します。

  • これを引用

    Kojima, K., Shimbo, Y., Suganuma, H., & Maehara, F. (2020). Deep Learning Based CoMP Transmission Method Using Vehicle Position Information for Taxi Radio Systems. : 2020 International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2020 (pp. 253-256). [9065193] (2020 International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICAIIC48513.2020.9065193