Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Shakerian, Ali, Eghmazi, Ali, Goasdoué, Justin, Landry, René Jr
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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
_version_ 1785081625616318464
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
work_keys_str_mv AT shakerianali asecurezuptaidedindoornavigationsystemusingblockchainingnssdeniedenvironments
AT eghmaziali asecurezuptaidedindoornavigationsystemusingblockchainingnssdeniedenvironments
AT goasdouejustin asecurezuptaidedindoornavigationsystemusingblockchainingnssdeniedenvironments
AT landryrenejr asecurezuptaidedindoornavigationsystemusingblockchainingnssdeniedenvironments
AT shakerianali securezuptaidedindoornavigationsystemusingblockchainingnssdeniedenvironments
AT eghmaziali securezuptaidedindoornavigationsystemusingblockchainingnssdeniedenvironments
AT goasdouejustin securezuptaidedindoornavigationsystemusingblockchainingnssdeniedenvironments
AT landryrenejr securezuptaidedindoornavigationsystemusingblockchainingnssdeniedenvironments