Three-dimensional indoor positioning based on IMU/magnetometer sensor fusion

Location-based services have been gaining popularity lately with the advancement of technologies. Global positioning system is being used worldwide, but is met with accuracy errors in indoor environments. Hence, the demand for research on different indoor positioning technologies is high. Neverth...

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Main Author: Leong, Jaaron
Other Authors: Cuong Dang
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/158178
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1581782023-07-07T19:23:49Z Three-dimensional indoor positioning based on IMU/magnetometer sensor fusion Leong, Jaaron Cuong Dang School of Electrical and Electronic Engineering A*STAR Institute of Material Research and Engineering Wang Hongtao HCDang@ntu.edu.sg Engineering::Electrical and electronic engineering Location-based services have been gaining popularity lately with the advancement of technologies. Global positioning system is being used worldwide, but is met with accuracy errors in indoor environments. Hence, the demand for research on different indoor positioning technologies is high. Nevertheless, indoor positioning approaches are restricted by the inertial sensors’ drift errors and the inaccuracies of the compasses. This work aims to propose an indoor positioning approach based on designed electromagnetic fields combined with Inertial Measurement Units (IMUs). The IMU sensors used are commercially available smartphones, and the established system has to be done offline without the need for external sensors and infrastructures. The proposed system results will be analysed, and practical applications will be discussed. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-05-27T06:23:03Z 2022-05-27T06:23:03Z 2022 Final Year Project (FYP) Leong, J. (2022). Three-dimensional indoor positioning based on IMU/magnetometer sensor fusion. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/158178 https://hdl.handle.net/10356/158178 en B2002-211 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Leong, Jaaron
Three-dimensional indoor positioning based on IMU/magnetometer sensor fusion
description Location-based services have been gaining popularity lately with the advancement of technologies. Global positioning system is being used worldwide, but is met with accuracy errors in indoor environments. Hence, the demand for research on different indoor positioning technologies is high. Nevertheless, indoor positioning approaches are restricted by the inertial sensors’ drift errors and the inaccuracies of the compasses. This work aims to propose an indoor positioning approach based on designed electromagnetic fields combined with Inertial Measurement Units (IMUs). The IMU sensors used are commercially available smartphones, and the established system has to be done offline without the need for external sensors and infrastructures. The proposed system results will be analysed, and practical applications will be discussed.
author2 Cuong Dang
author_facet Cuong Dang
Leong, Jaaron
format Final Year Project
author Leong, Jaaron
author_sort Leong, Jaaron
title Three-dimensional indoor positioning based on IMU/magnetometer sensor fusion
title_short Three-dimensional indoor positioning based on IMU/magnetometer sensor fusion
title_full Three-dimensional indoor positioning based on IMU/magnetometer sensor fusion
title_fullStr Three-dimensional indoor positioning based on IMU/magnetometer sensor fusion
title_full_unstemmed Three-dimensional indoor positioning based on IMU/magnetometer sensor fusion
title_sort three-dimensional indoor positioning based on imu/magnetometer sensor fusion
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/158178
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