Art

J-GLOBAL ID：201502268571043205   Reference number：15A0004450

A Preliminary Investigation of Transferring Positioning Model for Device-free Positioning based on Wi-Fi Signals

Wi-Fi電波によるデバイスフリー位置推定モデルの転移学習に関する検討

Author (6)： OHARA KAZUYA (大阪大) ,  MAEKAWA TAKUYA (大阪大) ,  MAEKAWA TAKUYA (ATR) ,  KISHINO YASUE (NTT コミュニケーション科学基礎研) ,  SHIRAI YOSHINARI (NTT コミュニケーション科学基礎研) ,  NAYA FUTOSHI (NTT コミュニケーション科学基礎研)
Material： 電気学会情報システム研究会資料  (電気学会研究会資料)
Volume： IS-14  Issue： 46.48-55.57-58  Page： 7-12  Publication year： Nov. 13, 2014 
JST Material Number： L4571A  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *wireless LAN ,  *positioning ,  *machine learning ,  fingerprint ,  mobile terminal ,  portable telephone ,  indoor environment ,  body region ,  standard(specification) ,  radio transmission ,  field intensity ,  evaluation test ,  smartphone
Semi thesaurus term： Bluetooth ,  *Wireless Fidelity ,  finger print ,  *transfer learning ,  radio field strength

JST classification (3)： Radio communication in general  (ND08010L) ,  Electronic navigation in general  (ND14010O) ,  Artificial intelligence  (JE08000Z)

Reference (8)：

• K. Kaemarungsi and P. Krishnamurthy, "Modeling of indoor positioning systems based on location fingerprinting," in Twenty-third Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2004), vol. 2. IEEE, 2004, pp. 1012-1022.
• S. Saha, K. Chaudhuri, D. Sanghi, and P. Bhagwat, "Location determination of a mobile device using ieee 802.11 b access point signals," in IEEE International Conference on Wireless Communications and Networking (WCNC 2003), vol. 3. IEEE, 2003, pp. 1987-1992.
• A. E. Kosba, A. Abdelkader, and M. Youssef, "Analysis of a device-free passive tracking system in typical wireless environments," in 3rd International Conference on New Technologies, Mobility and Security (NTMS 2009). IEEE, 2009, pp. 1-5.
• M. Youssef, M. Mah, and A. Agrawala, "Challenges: device-free passive localization for wireless environments," in 13th annual ACM International Conference on Mobile Computing and Networking. ACM, 2007, pp. 222-229.
• M. Seifeldin, A. Saeed, A. E. Kosba, A. El-Keyi, and M. Youssef, "Nuzzer: A large-scale device-free passive localization system for wireless environments," IEEE Transactions on Mobile Computing, vol. 12, no. 7, pp. 1321-1334, 2013.

Terms in the title (5)： Wi-Fi ,  電波 ,  位置推定 ,  モデル ,  転移学習