{"product_id":"ieej-20250228c00701-002","title":"Indoor Localization Based on Analyzing Observed Wi-Fi Access Point Logs Using LLM","description":"\u003cp\u003e\u003cstrong\u003eカテゴリ: \u003c\/strong\u003e研究会(論文単位)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e論文No: \u003c\/strong\u003eCMN25021\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eグループ名: \u003c\/strong\u003e【C】電子・情報・システム部門 通信研究会\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e発行日: \u003c\/strong\u003e2025\/02\/28\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eタイトル(英語): \u003c\/strong\u003eIndoor Localization Based on Analyzing Observed Wi-Fi Access Point Logs Using LLM\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名: \u003c\/strong\u003eSato Yuta(Ibaraki University),Rahmadya Budi (Universitas Andalas),Song Zequn(Ibaraki University),Hadi Danang Kumara(Ibaraki University),Takeda Shigeki(Ibaraki University),Sun Ran(Ibaraki University)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名(英語): \u003c\/strong\u003eYuta Sato(Ibaraki University),Budi  Rahmadya(Universitas Andalas),Zequn Song(Ibaraki University),Danang Kumara Hadi(Ibaraki University),Shigeki Takeda(Ibaraki University),Ran Sun(Ibaraki University)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eキーワード: \u003c\/strong\u003eWi-Fi|RSSI|RTLS|LLM|Indoor localization|Wi-Fi|RSSI|RTLS|LLM|Indoor localization\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(日本語): \u003c\/strong\u003eThe growing demand for indoor real-time localization systems (RTLS) has driven advancements in indoor positioning technology. Recent innovations in Wi-Fi technologies, such as Wi-Fi 6 and 7, enhance RTLS development by leveraging AI\/ML methods and signal \u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(英語): \u003c\/strong\u003eThe growing demand for indoor real-time localization systems (RTLS) has driven advancements in indoor positioning technology. Recent innovations in Wi-Fi technologies, such as Wi-Fi 6 and 7, enhance RTLS development by leveraging AI\/ML methods and signal processing, significantly contributing to the integrated sensing and communication (ISAC) concept. The proliferation of Wi-Fi access points (APs) in workplaces, offices, and homes creates new opportunities for localization using observed Wi-Fi data. This paper proposes an indoor localization method that utilizes ChatGPT to analyze surrounding Wi-Fi APs. Experiments demonstrate that ChatGPT can accurately infer room names from unknown Wi-Fi logs containing BSSID and RSSI, based on prior data analysis.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e本誌: \u003c\/strong\u003e\u003ca href=\"\/products\/ieej-20250228c00701\"\u003e2025年3月3日-2025年3月4日通信研究会\u003c\/a\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e本誌掲載ページ: \u003c\/strong\u003e3-7 p\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e原稿種別: \u003c\/strong\u003e英語\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePDFファイルサイズ: \u003c\/strong\u003e2,393 Kバイト\u003c\/p\u003e","brand":"IEEJ-P10","offers":[{"title":"冊子印刷（一般価格660円\/会員価格440円） \/ A4 \/ 5","offer_id":46408136491247,"sku":"IEEJ-20250228C00701-002-PRT","price":660.0,"currency_code":"JPY","in_stock":true},{"title":"PDFダウンロード（一般価格330円\/会員価格220円） \/ A4 \/ 5","offer_id":46408571781359,"sku":"IEEJ-20250228C00701-002-PDF","price":330.0,"currency_code":"JPY","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0718\/9512\/2159\/files\/IEEJ-KENKYUKAI_e6561498-a4da-4302-abfe-841288bdac16.png?v=1745232956","url":"https:\/\/ieej.bookpark.ne.jp\/products\/ieej-20250228c00701-002","provider":"電気学会 電子図書館","version":"1.0","type":"link"}