Agent-based Tracking Method Addressing Target Recognition Errors

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2020/04/01

タイトル(英語): Agent-based Tracking Method Addressing Target Recognition Errors

著者名: Masaru Shiozuka (Graduate School of Engineering and Cross-Informatics Research Center, Tottori University/System Engineering Department, Melco Power Systems Co. Ltd.), Tappei Yotsumoto (System Engineering Department, Melco Power Systems Co. Ltd.), Kenichi

著者名(英語): Masaru Shiozuka (Graduate School of Engineering and Cross-Informatics Research Center, Tottori University/System Engineering Department, Melco Power Systems Co. Ltd.), Tappei Yotsumoto (System Engineering Department, Melco Power Systems Co. Ltd.), Kenichi Takahashi (Graduate School of Engineering and Cross-Informatics Research Center, Tottori University), Takao Kawamura (Graduate School of Engineering and Cross-Informatics Research Center, Tottori University), Kazunori Sugahara (Graduate School of Engineering and Cross-Informatics Research Center, Tottori University)

キーワード: target tracking，mobile agent，camera，target recognition errors

要約(英語): Target monitoring systems are widely used in various areas such as companies and schools for the prevention of crimes. Such systems require the operators to monitor the information sent from monitoring devices, such as cameras and/or beacon sensors. To reduce the burden on the operators, we have proposed an automatic target tracking system based on mobile agent technologies. The system succeeded in tracking targets when radio frequency identifier (RFID) sensors were used as monitoring devices. However, it sometimes resulted in target recognition errors when cameras were used. In this paper, we propose a method to address target recognition errors. In this method, an agent changes its behavior according to the distance calculated from pictures taken by a camera. We also validated our approach in terms of tracking accuracy through simulation.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.140 No.4 （2020） 特集：ナノ構造の医療・バイオ応用技術

本誌掲載ページ: 484-491 p

原稿種別: 論文／英語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/140/4/140_484/_article/-char/ja/