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A Secure ZUPT-Aided Indoor Navigation System Using Blockchain in GNSS-Denied Environments
This paper proposes a novel Blockchain-based indoor navigation system that combines a foot-mounted dual-inertial measurement unit (IMU) setup and a zero-velocity update (ZUPT) algorithm for secure and accurate indoor navigation in GNSS-denied environments. The system estimates the user’s position an...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10386282/ https://www.ncbi.nlm.nih.gov/pubmed/37514686 http://dx.doi.org/10.3390/s23146393 |
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author | Shakerian, Ali Eghmazi, Ali Goasdoué, Justin Landry, René Jr |
author_facet | Shakerian, Ali Eghmazi, Ali Goasdoué, Justin Landry, René Jr |
author_sort | Shakerian, Ali |
collection | PubMed |
description | This paper proposes a novel Blockchain-based indoor navigation system that combines a foot-mounted dual-inertial measurement unit (IMU) setup and a zero-velocity update (ZUPT) algorithm for secure and accurate indoor navigation in GNSS-denied environments. The system estimates the user’s position and orientation by fusing the data from two IMUs using an extended Kalman filter (EKF). The ZUPT algorithm is employed to detect and correct the error introduced by sensor drift during zero-velocity intervals, thus enhancing the accuracy of the position estimate. The proposed Low SWaP-C blockchain-based decentralized architecture ensures the security and trustworthiness of the system by providing an immutable and distributed ledger to store and verify the sensor data and navigation solutions. The proposed system is suitable for various indoor navigation applications, including autonomous vehicles, robots, and human tracking. The experimental results provide clear and compelling evidence of the effectiveness of the proposed system in ensuring the integrity, privacy, and security of navigation data through the utilization of blockchain technology. The system exhibits an impressive ability to process more than 680 transactions per second within the Hyperledger-Fabric framework. Furthermore, it demonstrates exceptional accuracy and robustness, with a mean RMSE error of 1.2 m and a peak RMSE of 3.2 during a 20 min test. By eliminating the reliance on external signals or infrastructure, the system offers an innovative, practical, and secure solution for indoor navigation in environments where GNSS signals are unavailable. |
format | Online Article Text |
id | pubmed-10386282 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103862822023-07-30 A Secure ZUPT-Aided Indoor Navigation System Using Blockchain in GNSS-Denied Environments Shakerian, Ali Eghmazi, Ali Goasdoué, Justin Landry, René Jr Sensors (Basel) Article This paper proposes a novel Blockchain-based indoor navigation system that combines a foot-mounted dual-inertial measurement unit (IMU) setup and a zero-velocity update (ZUPT) algorithm for secure and accurate indoor navigation in GNSS-denied environments. The system estimates the user’s position and orientation by fusing the data from two IMUs using an extended Kalman filter (EKF). The ZUPT algorithm is employed to detect and correct the error introduced by sensor drift during zero-velocity intervals, thus enhancing the accuracy of the position estimate. The proposed Low SWaP-C blockchain-based decentralized architecture ensures the security and trustworthiness of the system by providing an immutable and distributed ledger to store and verify the sensor data and navigation solutions. The proposed system is suitable for various indoor navigation applications, including autonomous vehicles, robots, and human tracking. The experimental results provide clear and compelling evidence of the effectiveness of the proposed system in ensuring the integrity, privacy, and security of navigation data through the utilization of blockchain technology. The system exhibits an impressive ability to process more than 680 transactions per second within the Hyperledger-Fabric framework. Furthermore, it demonstrates exceptional accuracy and robustness, with a mean RMSE error of 1.2 m and a peak RMSE of 3.2 during a 20 min test. By eliminating the reliance on external signals or infrastructure, the system offers an innovative, practical, and secure solution for indoor navigation in environments where GNSS signals are unavailable. MDPI 2023-07-14 /pmc/articles/PMC10386282/ /pubmed/37514686 http://dx.doi.org/10.3390/s23146393 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Shakerian, Ali Eghmazi, Ali Goasdoué, Justin Landry, René Jr A Secure ZUPT-Aided Indoor Navigation System Using Blockchain in GNSS-Denied Environments |
title | A Secure ZUPT-Aided Indoor Navigation System Using Blockchain in GNSS-Denied Environments |
title_full | A Secure ZUPT-Aided Indoor Navigation System Using Blockchain in GNSS-Denied Environments |
title_fullStr | A Secure ZUPT-Aided Indoor Navigation System Using Blockchain in GNSS-Denied Environments |
title_full_unstemmed | A Secure ZUPT-Aided Indoor Navigation System Using Blockchain in GNSS-Denied Environments |
title_short | A Secure ZUPT-Aided Indoor Navigation System Using Blockchain in GNSS-Denied Environments |
title_sort | secure zupt-aided indoor navigation system using blockchain in gnss-denied environments |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10386282/ https://www.ncbi.nlm.nih.gov/pubmed/37514686 http://dx.doi.org/10.3390/s23146393 |
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