Magnetic field-based positioning systems

V Pasku, A De Angelis, G De Angelis… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
This paper provides an introductory survey on the various systems that exploit magnetic
fields for positioning. Such systems find applications in those scenarios, both indoors and …

SLAM; definition and evolution

H Taheri, ZC Xia - Engineering Applications of Artificial Intelligence, 2021 - Elsevier
Abstract Simultaneous Localization and Mapping (SLAM) is a key problem in the field of
Artificial Intelligence and mobile robotics that addresses the problem of localization and …

Through the wall detection and localization of autonomous mobile device in indoor scenario

J Wang, H Du, D Niyato, M Zhou, J Kang… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
In the intelligent logistics and warehouses, the autonomous mobile device (AMD) holds a
key position as it is equipped with the ability to carry out functions like material transportation …

An extended Kalman filter for magnetic field SLAM using Gaussian process regression

F Viset, R Helmons, M Kok - Sensors, 2022 - mdpi.com
We present a computationally efficient algorithm for using variations in the ambient magnetic
field to compensate for position drift in integrated odometry measurements (dead-reckoning …

Collision-free autonomous navigation of a small UAV using low-cost sensors in GPS-denied environments

W Youn, H Ko, H Choi, I Choi, JH Baek… - International Journal of …, 2021 - Springer
This paper proposes a novel complete navigation system for autonomous flight of small
unmanned aerial vehicles (UAVs) in GPS-denied environments. The hardware platform …

Exponentially weighted particle filter for simultaneous localization and mapping based on magnetic field measurements

X Wang, C Zhang, F Liu, Y Dong… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
This paper presents a simultaneous localization and mapping (SLAM) method that utilizes
the measurement of ambient magnetic fields present in all indoor environments. In this …

Indoor localization for skid-steering mobile robot by fusing encoder, gyroscope, and magnetometer

W Lv, Y Kang, J Qin - IEEE Transactions on Systems, Man, and …, 2017 - ieeexplore.ieee.org
This paper presents a novel indoor localization method for skid-steering mobile robot by
fusing the readings from encoder, gyroscope, and magnetometer which can be read as an …

mPILOT-magnetic field strength based pedestrian indoor localization

I Ashraf, S Hur, Y Park - Sensors, 2018 - mdpi.com
An indoor localization system based on off-the-shelf smartphone sensors is presented which
employs the magnetometer to find user location. Further assisted by the accelerometer and …

MagPIE: A dataset for indoor positioning with magnetic anomalies

D Hanley, AB Faustino, SD Zelman… - 2017 International …, 2017 - ieeexplore.ieee.org
In this paper, we present a publicly available dataset for the evaluation of indoor positioning
algorithms that use magnetic anomalies. Our dataset contains IMU and magnetometer …

Infrastructure-free hierarchical mobile robot global localization in repetitive environments

Z Wu, Y Yue, M Wen, J Zhang, J Yi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Repetitive or ambiguous environment, where structures are highly similar and distinct
geometric features are not sufficient, is one of the critical and challenging scenarios for …