IEICE TRANSACTIONS on Fundamentals
Performance Evaluation Using Plural Smartphones in Bluetooth Low Energy Positioning System
Summary :
In this paper, we clarify the importance of performance evaluation using a plurality of smartphones in a positioning system based on radio waves. Specifically, in a positioning system using bluetooth low energy, the positioning performance of two types of positioning algorithms is performed using a plurality of smartphones. As a result, we confirmed that the fingerprint algorithm does not always provide sufficient positioning performance. It depends on the model of the smartphone used. On the other hand, the hybrid algorithm that the authors have already proposed is robust in the difference of the received signal characteristics of the smartphone. Consequently, we spotlighted that the use of multiple devices is essential for providing high-quality location-based services in real environments in the performance evaluation of radio wave-based positioning systems using smartphones.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E104-A No.2 pp.371-374
- Publication Date
- 2021/02/01
- Publicized
- Online ISSN
- 1745-1337
- DOI
- 10.1587/transfun.2020TSL0003
- Type of Manuscript
- Special Section LETTER (Special Section on Intelligent Transport Systems)
- Category
Authors
Kosuke OMURA
Saitama University
Tetsuya MANABE
Saitama University
Keyword
Latest Issue
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Kosuke OMURA, Tetsuya MANABE, "Performance Evaluation Using Plural Smartphones in Bluetooth Low Energy Positioning System" in IEICE TRANSACTIONS on Fundamentals,
vol. E104-A, no. 2, pp. 371-374, February 2021, doi: 10.1587/transfun.2020TSL0003.
Abstract: In this paper, we clarify the importance of performance evaluation using a plurality of smartphones in a positioning system based on radio waves. Specifically, in a positioning system using bluetooth low energy, the positioning performance of two types of positioning algorithms is performed using a plurality of smartphones. As a result, we confirmed that the fingerprint algorithm does not always provide sufficient positioning performance. It depends on the model of the smartphone used. On the other hand, the hybrid algorithm that the authors have already proposed is robust in the difference of the received signal characteristics of the smartphone. Consequently, we spotlighted that the use of multiple devices is essential for providing high-quality location-based services in real environments in the performance evaluation of radio wave-based positioning systems using smartphones.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.2020TSL0003/_p
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@ARTICLE{e104-a_2_371,
author={Kosuke OMURA, Tetsuya MANABE, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Performance Evaluation Using Plural Smartphones in Bluetooth Low Energy Positioning System},
year={2021},
volume={E104-A},
number={2},
pages={371-374},
abstract={In this paper, we clarify the importance of performance evaluation using a plurality of smartphones in a positioning system based on radio waves. Specifically, in a positioning system using bluetooth low energy, the positioning performance of two types of positioning algorithms is performed using a plurality of smartphones. As a result, we confirmed that the fingerprint algorithm does not always provide sufficient positioning performance. It depends on the model of the smartphone used. On the other hand, the hybrid algorithm that the authors have already proposed is robust in the difference of the received signal characteristics of the smartphone. Consequently, we spotlighted that the use of multiple devices is essential for providing high-quality location-based services in real environments in the performance evaluation of radio wave-based positioning systems using smartphones.},
keywords={},
doi={10.1587/transfun.2020TSL0003},
ISSN={1745-1337},
month={February},}
Copy
TY - JOUR
TI - Performance Evaluation Using Plural Smartphones in Bluetooth Low Energy Positioning System
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 371
EP - 374
AU - Kosuke OMURA
AU - Tetsuya MANABE
PY - 2021
DO - 10.1587/transfun.2020TSL0003
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E104-A
IS - 2
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - February 2021
AB - In this paper, we clarify the importance of performance evaluation using a plurality of smartphones in a positioning system based on radio waves. Specifically, in a positioning system using bluetooth low energy, the positioning performance of two types of positioning algorithms is performed using a plurality of smartphones. As a result, we confirmed that the fingerprint algorithm does not always provide sufficient positioning performance. It depends on the model of the smartphone used. On the other hand, the hybrid algorithm that the authors have already proposed is robust in the difference of the received signal characteristics of the smartphone. Consequently, we spotlighted that the use of multiple devices is essential for providing high-quality location-based services in real environments in the performance evaluation of radio wave-based positioning systems using smartphones.
ER -
English
