Confining Wi-Fi Coverage: A Crowdsourced Method Using Physical Layer Information

被引:0
作者
Lu, Bingxian [1 ]
Zeng, Zhicheng [1 ]
Wang, Lei [1 ]
Peck, Brian [2 ]
Qiao, Daji [2 ]
Segal, Michael [3 ]
机构
[1] Dalian Univ Technol, Key Lab Ubiquitous Network & Serv Software Liaoni, Sch Software, Dalian, Liaoning, Peoples R China
[2] Iowa State Univ, Dept Elect & Comp Engn, Ames, IA USA
[3] Ben Gurion Univ Negev, Commun Syst Engn Dept, IL-84105 Beer Sheva, Israel
来源
2016 13TH ANNUAL IEEE INTERNATIONAL CONFERENCE ON SENSING, COMMUNICATION, AND NETWORKING (SECON) | 2016年
基金
以色列科学基金会;
关键词
Crowdsourcing; Machine Learning; User Validation; IEEE; 802.11; WLAN;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Many small businesses and public areas offer free Wi-Fi access, but may wish to restrict network access only to their customers or patrons inside the physical property. Unfortunately, due to the nature of wireless networks, this is difficult to accomplish. We develop and implement CLAC, a Crowdsourced Location aware Access Control scheme using physical layer information to address this challenge. It crowdsources both channel state information (CSI) and received signal strength (RSS) of already validated users to classify future users. We propose and use two CSI metrics in CLAC: CSI Cross-Antenna Stability Metric and CSI Cross-Frame Stability Metric, which summarize well the spatial and temporal CSI characteristics respectively. CLAC is evaluated in an office and a classroom. Evaluation results show that CLAC performs well in both environments, allowing most valid users inside the area to access the network, while the chance that invalid users outside the boundary may access the network is small.
引用
收藏
页码:342 / 350
页数:9
相关论文
共 19 条
[1]  
[Anonymous], 2012, P 10 INT C MOB SYST, DOI DOI 10.1145/2307636.2307655
[2]  
Choudhury RR, 2012, ACM HOTMOBILE
[3]  
Goergen N., 2011, IEEE T WIRELESS COMM, V10
[4]   Tool Release: Gathering 802.11n Traces with Channel State Information [J].
Halperin, Daniel ;
Hu, Wenjun ;
Sheth, Anmol ;
Wetherall, David .
ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2011, 41 (01) :53-53
[5]  
Jiang Z., 2013, IEEE INFOCOM
[6]  
Jiang Z. - P., 2014, J COMPUTER SCI TECHN, V29
[7]  
Liu Y., 2012, IEEE INFOCOM
[8]  
Luo C, 2014, IEEE IPSN
[9]   SAIL: Single Access Point-Based Indoor Localization [J].
Mariakakis, Alex ;
Sen, Souvik ;
Lee, Jeongkeun ;
Kim, Kyu-Han .
MOBISYS'14: PROCEEDINGS OF THE 12TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS, APPLICATIONS, AND SERVICES, 2014, :315-328
[10]  
Rai Anshul, 2012, ACM MOBICOM