Proposal of Separate Channel Fingerprinting using Bluetooth Low Energy

被引：16

作者：

Ishida, Shigemi ^{[1
]}

Takashima, Yoko ^{[1
]}

Tagashira, Shigeaki ^{[2
]}

Fukuda, Akira ^{[1
]}

机构：

[1] Kyushu Univ, Grad Sch, Fac Informat Sci & Elect Engn, Fukuoka 812, Japan

[2] Kansai Univ, Fac Informat, Suita, Osaka, Japan

来源：

PROCEEDINGS 2016 5TH IIAI INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS IIAI-AAI 2016 | 2016年

关键词：

Bluetooth Low Energy; localization; fingerprinting; separate channel advertising;

D O I：

10.1109/IIAI-AAI.2016.22

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

BLE (Bluetooth Low Energy) based localization is a next candidate for indoor localization. In this paper, we propose a new BLE-based fingerprinting localization scheme that improves localization accuracy. BLE is a narrow band communication that is highly affected by frequency selective fading and channel gains. We employ channel-specific features to location fingerprint to improve localization accuracy. Current BLE standards provide no API to retrieve an advertising channel number. We therefore developed a separate channel advertising scheme to measure RSS (Received Signal Strength) on each advertising channel. To demonstrate the feasibility of the separate channel fingerprinting, we conducted initial evaluations. Experimental evaluations showed that the separate channel fingerprinting improves accuracy by approximately 12 %.

引用

页码：230 / 233

页数：4

共 15 条

[1] [Anonymous], 2012, Mobile Systems, Applications, and Services Proceedings of the 10th International Conference, DOI DOI 10.1145/2307636.2307654
[2] [Anonymous], T EMERGING TELECOMMU
[3] 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
[4] Bluetooth Special Interest Group, 2010, COR SPEC V4 0
[5] Bayesian Fusion for Indoor Positioning Using Bluetooth Fingerprints
Chen, Liang
Pei, Ling
Kuusniemi, Heidi
Chen, Yuwei
Kroger, Tuomo
Chen, Ruizhi
[J]. WIRELESS PERSONAL COMMUNICATIONS, 2013, 70 (04) : 1735 - 1745
[6] Location Fingerprinting With Bluetooth Low Energy Beacons
Faragher, Ramsey
Harle, Robert
[J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 33 (11) : 2418 - 2428
[7] Ionescu G, 2014, P INT C SENS TECHN A, P1
[8] Analysis of WLAN's received signal strength indication for indoor location fingerprinting
Kaemarungsi, Kamol
Krishnamurthy, Prashant
[J]. PERVASIVE AND MOBILE COMPUTING, 2012, 8 (02) : 292 - 316
[9] Intelligent Dynamic Radio Tracking in Indoor Wireless Local Area Networks
Kushki, Azadeh
Plataniotis, Konstantinos N.
Venetsanopoulos, Anastasios N.
[J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2010, 9 (03) : 405 - 419
[10] LaMarca A, 2005, LECT NOTES COMPUT SC, V3468, P116

← 1 2 →