A Survey of Selected Indoor Positioning Methods for Smartphones

被引:371
作者
Davidson, Pavel [1 ]
Piche, Robert [1 ]
机构
[1] Tampere Univ Technol, Dept Automat Sci & Engn, Tampere 37200, Finland
关键词
Indoor positioning; WLAN; BLE; magnetometer; fingerprinting; map-matching; IMU; MAGNETIC-FIELD; LOCALIZATION; SYSTEM; BLUETOOTH; DESIGN; DRIFT;
D O I
10.1109/COMST.2016.2637663
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper provides an overview of the most significant existing methods for indoor positioning on a contemporary smartphone. The approaches include Wi-Fi and Bluetooth based positioning, magnetic field fingerprinting, map aided navigation using building floor plans, and aiding from self-contained sensors. Wi-Fi and Bluetooth based positioning methods considered in this survey are fingerprint approaches that determine a user's position using a database of radio signal strength measurements that were collected earlier at known locations. Magnetic field fingerprinting can be used in an information fusion algorithm to improve positioning. The map-matching algorithms include application of wall constraints, topological indoor maps, and building geometry for heading correction. Finally, methods for step counting, step length and direction estimation, orientation tracking, motion classification, transit mode detection, and floor change detection in multi-storey buildings are discussed.
引用
收藏
页码:1347 / 1370
页数:24
相关论文
共 107 条
[71]  
Ladetto Q., 2002, 9th International Conference on Integrated Navigation Systems, P27
[72]   A Survey on Human Activity Recognition using Wearable Sensors [J].
Lara, Oscar D. ;
Labrador, Miguel A. .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2013, 15 (03) :1192-1209
[73]   Step Detection Robust against the Dynamics of Smartphones [J].
Lee, Hwan-hee ;
Choi, Suji ;
Lee, Myeong-jin .
SENSORS, 2015, 15 (10) :27230-27250
[74]  
Leppakoski H., 2002, Proceedings of the ION GPS 2002 Symposium, P1136
[75]   Survey of wireless indoor positioning techniques and systems [J].
Liu, Hui ;
Darabi, Houshang ;
Banerjee, Pat ;
Liu, Jing .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2007, 37 (06) :1067-1080
[76]  
Liu Rong, 2007, 2007 1st International Conference on Bioinformatics and Biomedical Engineering, P543
[77]   Face-to-Face Proximity Estimation Using Bluetooth On Smartphones [J].
Liu, Shu ;
Jiang, Yingxin ;
Striegel, Aaron .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2014, 13 (04) :811-823
[78]  
Lohan Elena Simona, 2015, 2015 INT C LOCATION
[79]  
Makihara Y., 2010, P AS C COMP VIS, P667
[80]  
Mohssen N., 2014, PROC 11 INT C MOBILE, P70