複数センサを用いたLOFによる単身者の異常検出方法の提案

カテゴリ: 論文誌(論文単位)

グループ名: 【A】基礎・材料・共通部門

発行日: 2015/12/01

タイトル(英語): Proposal of the Anomaly Detection Method of Live-alone by LOF using Multiple Sensors

著者名: 松村　太陽（日本大学理工学部），上平　一柄（日本大学理工学部），伊藤　克麿（日本大学理工学部），小野　隆（日本大学理工学部）

著者名(英語): Taiyo Matsumura (College of Science and Technology, Nihon University), Ippei Kamihira (College of Science and Technology, Nihon University), Katsuma Ito (College of Science and Technology, Nihon University), Takashi Ono (College of Science and Technology, Nihon University)

キーワード: 孤立死，福祉工学，生活行動，LOF，単独世帯，安全状態　　solitary death，safety engineering，everyday life action，local outlier factor，one person household，safety situations

要約(英語): Solitary death by the aging society in Japan has become a serious problem. Therefore, the construction of protection system which single people can live safely is required. This study, using multiple sensors so that watch the live action of the single person, it is judged abnormal conditions such as poor physical and fall accident, is intended to construct a system that notifies the relatives or third parties. In this paper, we propose a method for detecting an abnormality in a short time by using the Local Outlier Factor which is density-based outlier detection.

本誌: 電気学会論文誌A（基礎・材料・共通部門誌） Vol.135 No.12 （2015） 特集：スマートな社会を支える最新計測技術

本誌掲載ページ: 749-755 p

原稿種別: 論文／日本語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejfms/135/12/135_749/_article/-char/ja/