CNLoc: Channel State Information Assisted Indoor WLAN Localization Using Nomadic Access Points
| Autor: | Jiang Xiao, Huichuwu Li, He Li, Hai Jin |
|---|---|
| Přispěvatelé: | Services Computing Technology and System Lab [HUST], Huazhong University of Science and Technology [Wuhan] (HUST), Muroran Institute of Technology, Feng Zhang, Jidong Zhai, Marc Snir, Hai Jin, Hironori Kasahara, Mateo Valero, TC 10, WG 10.3 |
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Computer science
RSS 02 engineering and technology Network topology law.invention 0203 mechanical engineering law CSI 020204 information systems 0202 electrical engineering electronic engineering information engineering Wi-Fi [INFO]Computer Science [cs] Mobility business.industry ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS 020302 automobile design & engineering computer.file_format Variety (cybernetics) WLAN Fixed access Channel state information Software deployment business computer Computer network |
| Zdroj: | Lecture Notes in Computer Science 15th IFIP International Conference on Network and Parallel Computing (NPC) 15th IFIP International Conference on Network and Parallel Computing (NPC), Nov 2018, Muroran, Japan. pp.1-12, ⟨10.1007/978-3-030-05677-3_1⟩ Lecture Notes in Computer Science ISBN: 9783030056766 NPC |
| DOI: | 10.1007/978-3-030-05677-3_1⟩ |
| Popis: | International audience; Wireless local area network (WLAN) based indoor localization is expanding its fast-paced adoption to facilitate a variety of indoor location-based services (ILBS). Unfortunately, the performance of current WLAN localization systems relying on fixed access points (APs) deployment is constrained by the spatial localizability variance (SLV) problem that different locations may exhibit significantly distinct localization resolution. Prior approaches tackle this problem through nomadic APs with favorable mobility to dynamically adjust the network topology. However, the lack of prior knowledge of nomadic AP’s position has been a challenge for location distinction and will lead to prohibitive performance degradation. In this paper, we propose and develop CNLoc, a novel CSI-based (Channel State Information) indoor WLAN localization framework to overcome the location uncertainty of nomadic APs. Our implementation and evaluation show that CNLoc can improve the accuracy with unknown location information of nomadic APs. We also discuss some open issues and new possibilities in future nomadic AP based indoor localization. |
| Databáze: | OpenAIRE |
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