Proposal of separate channel fingerprinting using bluetooth low energy

Shigemi Ishida; Yoko Takashima; Shigeaki Tagashira; Akira Fukuda

doi:10.1109/IIAI-AAI.2016.22

Proposal of separate channel fingerprinting using bluetooth low energy

Shigemi Ishida, Yoko Takashima, Shigeaki Tagashira, Akira Fukuda

Advanced Software Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

10 Citations (Scopus)

Abstract

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%.

Original language	English
Title of host publication	Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	230-233
Number of pages	4
ISBN (Electronic)	9781467389853
DOIs	https://doi.org/10.1109/IIAI-AAI.2016.22
Publication status	Published - Aug 31 2016
Event	5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016 - Kumamoto, Japan Duration: Jul 10 2016 → Jul 14 2016

Other

Other	5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016
Country	Japan
City	Kumamoto
Period	7/10/16 → 7/14/16

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All Science Journal Classification (ASJC) codes

Information Systems
Computer Networks and Communications
Computer Science Applications
Computer Vision and Pattern Recognition

Cite this

Ishida, S., Takashima, Y., Tagashira, S., & Fukuda, A. (2016). Proposal of separate channel fingerprinting using bluetooth low energy. In Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016 (pp. 230-233). [7557608] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IIAI-AAI.2016.22

Proposal of separate channel fingerprinting using bluetooth low energy. / Ishida, Shigemi; Takashima, Yoko; Tagashira, Shigeaki; Fukuda, Akira.

Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Institute of Electrical and Electronics Engineers Inc., 2016. p. 230-233 7557608.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ishida, S, Takashima, Y, Tagashira, S & Fukuda, A 2016, Proposal of separate channel fingerprinting using bluetooth low energy. in Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016., 7557608, Institute of Electrical and Electronics Engineers Inc., pp. 230-233, 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016, Kumamoto, Japan, 7/10/16. https://doi.org/10.1109/IIAI-AAI.2016.22

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Access to Document

10.1109/IIAI-AAI.2016.22