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適応ファジィ推論ニューラルネットワークを用いた視覚障害者用学習型位置情報提供システム
http://hdl.handle.net/10191/25867
http://hdl.handle.net/10191/258676cd10622-a3d1-4817-8b29-4d44efadeafb
名前 / ファイル | ライセンス | アクション |
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2014-02-27 | |||||
タイトル | ||||||
タイトル | 適応ファジィ推論ニューラルネットワークを用いた視覚障害者用学習型位置情報提供システム | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | 適応ファジィ推論ニューラルネットワークを用いた視覚障害者用学習型位置情報提供システム | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Geographic Information System | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Landmark | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Adaptive Fuzzy Inference Neural Network | |||||
資源タイプ | ||||||
資源 | http://purl.org/coar/resource_type/c_6501 | |||||
タイプ | journal article | |||||
その他のタイトル | ||||||
その他のタイトル | AFINN-based Position Guidance System for the Visually Impaired | |||||
著者 |
小西, 孝史
× 小西, 孝史× 前田, 義信× 田野, 英一× 牧野, 秀夫 |
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著者別名 | ||||||
識別子 | 40636 | |||||
識別子Scheme | WEKO | |||||
姓名 | Konishi, Takashi | |||||
著者別名 | ||||||
識別子 | 40637 | |||||
識別子Scheme | WEKO | |||||
姓名 | Maeda, Yoshinobu | |||||
著者別名 | ||||||
識別子 | 40638 | |||||
識別子Scheme | WEKO | |||||
姓名 | Tano, Eiichi | |||||
著者別名 | ||||||
識別子 | 40639 | |||||
識別子Scheme | WEKO | |||||
姓名 | Makino, Hideo | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | In this paper, we proposed a new guidance scheme of the GPS-GIS-based speech guidance system using the adaptive fuzzy inference neural network (AFINN). Geographic Information System (GIS) calculates some attributes of user-to-landmark relations, so-called, landmark celebrity, landmark facade, landmark area, representative point of latitude and longitude (the center of gravity) of the landmark, user's latitude and longitude from GPS, and user's direction. These attributes were transformed to six basic elements, such as the celebrity, the facade relative bearing, the Euclidean distance between the landmark and user, the area size, the direction relative bearing and the user's individual data, respectively. The AFINN, that has the above six elements as the input data, calculates a level of importance (LOI) corresponding to a "cognitive distance". We considered that acceptable guidance was achieved by using the LOI. We applied the analytic hierarchy process (AHP) to the leaning data of the AFINN. Therefore, the guidance system reflected user's preference, and obtained the guidance suitable for diverse users. Numerical simulations suggested that the AFINN should be available for determining the guidance satisfying each user. Finally, the visually impaired pedestrians evaluated the guidance system from the user's viewpoints. | |||||
書誌情報 |
生体医工学 : 日本エム・イー学会誌 en : 生体医工学 : 日本エム・イー学会誌 巻 46, 号 1, p. 93-102, 発行日 2008-02 |
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出版者 | ||||||
出版者 | 日本生体医工学会 | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 1347443X | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA11633569 | |||||
著者版フラグ | ||||||
値 | publisher |