Indoor Bluetooth Low Energy Dataset for Localization, Tracking, Occupancy, and Social Interaction

被引:59
作者
Baronti, Paolo [1 ]
Barsocchi, Paolo [1 ]
Chessa, Stefano [2 ]
Mavilia, Fabio [1 ]
Palumbo, Filippo [1 ]
机构
[1] CNR, Inst Informat Sci & Technol, I-56124 Pisa, Italy
[2] Univ Pisa, Dept Comp Sci, I-56127 Pisa, Italy
关键词
indoor localization; tracking; social interaction; Bluetooth Low Energy; dataset; LIGHT;
D O I
10.3390/s18124462
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Indoor localization has become a mature research area, but further scientific developments are limited due to the lack of open datasets and corresponding frameworks suitable to compare and evaluate specialized localization solutions. Although several competitions provide datasets and environments for comparing different solutions, they hardly consider novel technologies such as Bluetooth Low Energy (BLE), which is gaining more and more importance in indoor localization due to its wide availability in personal and environmental devices and to its low costs and flexibility. This paper contributes to cover this gap by: (i) presenting a new indoor BLE dataset; (ii) reviewing several, meaningful use cases in different application scenarios; and (iii) discussing alternative uses of the dataset in the evaluation of different positioning and navigation applications, namely localization, tracking, occupancy and social interaction.
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收藏
页数:17
相关论文
共 55 条
[1]  
Agostini M., 2017, P ART INT AMB ASS LI, P74
[2]   Ultra Wideband Indoor Positioning Technologies: Analysis and Recent Advances [J].
Alarifi, Abdulrahman ;
Al-Salman, AbdulMalik ;
Alsaleh, Mansour ;
Alnafessah, Ahmad ;
Al-Hadhrami, Suheer ;
Al-Ammar, Mai A. ;
Al-Khalifa, Hend S. .
SENSORS, 2016, 16 (05)
[3]  
[Anonymous], 2018, ARXIV180208782
[4]  
[Anonymous], 2017, P INT C INDOOR POSIT
[5]  
[Anonymous], 2012, P 2012 S SIM ARCH UR
[6]  
[Anonymous], 2011, P ACM SIGKDD INT C K, DOI DOI 10.1145/2020408.2020579
[7]  
[Anonymous], P IEEE INT WORKSH PE
[8]  
Bahl P., 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064), P775, DOI 10.1109/INFCOM.2000.832252
[9]  
Barsocchi P., 2016, P INT C IND POS IND, P1
[10]  
Barsocchi P., 2006, CHANNEL MODELS TERRE, V83