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Global map matching using BLE beacons for indoor route and stay estimation

Authors:

Daisuke Yamamoto,

Ryosuke Tanaka,

Shinsuke Kajioka,

Hiroshi Matsuo,

Naohisa TakahashiAuthors Info & Claims

SIGSPATIAL '18: Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems

Pages 309 - 318

https://doi.org/10.1145/3274895.3274918

Published: 06 November 2018 Publication History

Abstract

Recently, location service using Bluetooth Low-Energy (BLE) beacon is gaining popularity. There also exist researches that estimate the route of the user from the location estimation results, visualize, and analyze it. In the conventional route estimation method based on the BLE beacon, after estimating the all locations from the radio field strength of the BLE, the route is estimated from the sequence of the estimated locations. Therefore, one of the causes of deterioration in accuracy could be the fact that the estimation was repeated twice. Therefore, in this paper, we propose a novel estimation method of the user's route and stay using BLE beacons. Specifically, we apply the idea of global map matching, used in the field of GPS, to route estimation based on BLE beacons. Thus, the global optimum route in beacon network can be estimated from the radio field intensities of the BLE beacon directly. We associate a beacon network with path network to estimate the route and stay of users. We installed approximately 1,600 BLE beacon transmitters in all the classrooms and corridors of Nagoya Institute of Technology, and confirmed the effectiveness of the proposed method by experiments.

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Cited By

Ding YLiu LYang YLiu YZhang DHe T(2022)From Conception to Retirement: A Lifetime Story of a 3-Year-Old Wireless Beacon System in the WildIEEE/ACM Transactions on Networking10.1109/TNET.2021.310704330:1(47-61)Online publication date: Mar-2022
https://doi.org/10.1109/TNET.2021.3107043
Shrestha SIrby EThapa RDas S(2022)SoK: A Systematic Literature Review of Bluetooth Security Threats and Mitigation MeasuresEmerging Information Security and Applications10.1007/978-3-030-93956-4_7(108-127)Online publication date: 12-Jan-2022
https://doi.org/10.1007/978-3-030-93956-4_7
Liu WGuo WZhu X(2021)Map-Aided Indoor Positioning Algorithm with Complex Deployed BLE BeaconsISPRS International Journal of Geo-Information10.3390/ijgi1008052610:8(526)Online publication date: 5-Aug-2021
https://doi.org/10.3390/ijgi10080526
Show More Cited By

Index Terms

Global map matching using BLE beacons for indoor route and stay estimation
1. Information systems
  1. Information systems applications
    1. Spatial-temporal systems
      1. Geographic information systems

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Published In

cover image ACM Conferences

SIGSPATIAL '18: Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems

November 2018

655 pages

ISBN:9781450358897

DOI:10.1145/3274895

General Chairs:
Farnoush Banaei-Kashani
University of Colorado, Denver
,
Erik Hoel
Esri
,
Program Chairs:
Ralf Hartmut Güting
FernUniversität in Hagen, Germany
,
Roberto Tamassia
Brown University
,
Li Xiong
Emory University

Copyright © 2018 Owner/Author.

This work is licensed under a Creative Commons Attribution International 4.0 License.

Sponsors

SIGSPATIAL: ACM Special Interest Group on Spatial Information

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 06 November 2018

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JSPS
Ministry of Internal Affairs and Communications, Japan

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SIGSPATIAL '18

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SIGSPATIAL

SIGSPATIAL '18: 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems

November 6 - 9, 2018

Washington, Seattle

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SIGSPATIAL '18 Paper Acceptance Rate 30 of 150 submissions, 20%;

Overall Acceptance Rate 220 of 1,116 submissions, 20%

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Cited By

Ding YLiu LYang YLiu YZhang DHe T(2022)From Conception to Retirement: A Lifetime Story of a 3-Year-Old Wireless Beacon System in the WildIEEE/ACM Transactions on Networking10.1109/TNET.2021.310704330:1(47-61)Online publication date: Mar-2022
https://doi.org/10.1109/TNET.2021.3107043
Shrestha SIrby EThapa RDas S(2022)SoK: A Systematic Literature Review of Bluetooth Security Threats and Mitigation MeasuresEmerging Information Security and Applications10.1007/978-3-030-93956-4_7(108-127)Online publication date: 12-Jan-2022
https://doi.org/10.1007/978-3-030-93956-4_7
Liu WGuo WZhu X(2021)Map-Aided Indoor Positioning Algorithm with Complex Deployed BLE BeaconsISPRS International Journal of Geo-Information10.3390/ijgi1008052610:8(526)Online publication date: 5-Aug-2021
https://doi.org/10.3390/ijgi10080526
Ogane YMizuno RKaji K(2021)State Estimation Method Using Radio Wave Intensity of BLE Beacon Installed Inside ObjectAdjunct Proceedings of the 2021 International Conference on Distributed Computing and Networking10.1145/3427477.3428189(92-97)Online publication date: 5-Jan-2021
https://dl.acm.org/doi/10.1145/3427477.3428189
Kajioka SSaito TYamamoto DTakahashi N(2021)A Web-Based Geospatial Adjacency Graph Construction Tool for Indoor/Outdoor Beacons2021 IEEE 10th Global Conference on Consumer Electronics (GCCE)10.1109/GCCE53005.2021.9622012(1-2)Online publication date: 12-Oct-2021
https://doi.org/10.1109/GCCE53005.2021.9622012
Yustiawan YRamadhan HKwon J(2021)A Stacked Denoising Autoencoder and Long Short-Term Memory Approach With Rule-Based Refinement to Extract Valid Semantic TrajectoriesIEEE Access10.1109/ACCESS.2021.30802889(73152-73168)Online publication date: 2021
https://doi.org/10.1109/ACCESS.2021.3080288
Bloch VPastell M(2020)Monitoring of Cow Location in a Barn by an Open-Source, Low-Cost, Low-Energy Bluetooth Tag SystemSensors10.3390/s2014384120:14(3841)Online publication date: 9-Jul-2020
https://doi.org/10.3390/s20143841
Ramadhan HYustiawan YKwon J(2020)Applying Movement Constraints to BLE RSSI-Based Indoor Positioning for Extracting Valid Semantic TrajectoriesSensors10.3390/s2002052720:2(527)Online publication date: 17-Jan-2020
https://doi.org/10.3390/s20020527
Caesar MSteffan J(2019)A Location Privacy Analysis of Bluetooth MeshProceedings of the 14th International Conference on Availability, Reliability and Security10.1145/3339252.3340507(1-7)Online publication date: 26-Aug-2019
https://dl.acm.org/doi/10.1145/3339252.3340507
Ramadhan HYustiawan YKwon J(2019)Extracting valid indoor semantic trajectories using movement constraints2019 IEEE International Conference on Big Data (Big Data)10.1109/BigData47090.2019.9006105(6201-6202)Online publication date: Dec-2019
https://doi.org/10.1109/BigData47090.2019.9006105

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