LoCo: A Ready-to-Deploy Framework for Efficient Room Localization using Wi-Fi

被引:34
作者
Biehl, Jacob T. [1 ]
Cooper, Matthew [1 ]
Filby, Gerry [1 ]
Kratz, Sven [1 ]
机构
[1] FX Palo Alto Lab Inc, 3174 Porter Dr, Palo Alto, CA 94304 USA
来源
UBICOMP'14: PROCEEDINGS OF THE 2014 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING | 2014年
关键词
Indoor Location; Ubiquitous Computing; Workplace Movement; Presence; Context; LOCATION;
D O I
10.1145/2632048.2636083
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In recent years, there has been an explosion of social and collaborative applications that leverage location to provide users novel and engaging experiences. Current location technologies work well outdoors but fare poorly indoors. In this paper we present LoCo, a new framework that can provide highly accurate room-level location using a supervised classification scheme. We provide experiments that show this technique is orders of magnitude more efficient than current state-of-the-art WiFi localization techniques. Low classification overhead and computational footprint make classification practical and efficient even on mobile devices. Our framework has also been designed to be easily deployed and lever-aged by developers to help create a new wave of location-driven applications and services.
引用
收藏
页码:183 / 187
页数:5
相关论文
共 23 条
[1]   Efficient Algorithms for Substring Near Neighbor Problem [J].
Andoni, Alexandr ;
Indyk, Piotr .
PROCEEDINGS OF THE SEVENTHEENTH ANNUAL ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS, 2006, :1203-1212
[2]  
[Anonymous], IEEE GLOBECOM
[3]  
[Anonymous], P 12 WORKSH MOB COMP
[4]  
[Anonymous], P 13 INT C HUM COMP
[5]  
[Anonymous], 2013, MobiSys
[6]  
[Anonymous], P 24 JOINT C IEEE CO
[7]  
[Anonymous], 2010, NIPS
[8]  
Bolliger P., 2008, P 1 ACM INT WORKSHOP, P55
[9]   Indoor Localization Without the Pain [J].
Chintalapudi, Krishna ;
Iyer, Anand Padmanabha ;
Padmanabhan, Venkata N. .
MOBICOM 10 & MOBIHOC 10: PROCEEDINGS OF THE 16TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING AND THE 11TH ACM INTERNATIONAL SYMPOSIUM ON MOBILE AD HOC NETWORKING AND COMPUTING, 2010, :173-184
[10]   Hybrid TDOA/AOA mobile user location for wideband CDMA-cellular systems [J].
Cong, L ;
Zhuang, WH .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2002, 1 (03) :439-447