Back to Search Start Over

iMag+: An Accurate and Rapidly Deployable Inertial Magneto-Inductive SLAM System

Authors :
Andrew Markham
Bo Wei
Niki Trigoni
Source :
IEEE Transactions on Mobile Computing. 21:3644-3655
Publication Year :
2022
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2022.

Abstract

Localisation is an important part of many applications. Our motivating scenarios are short-term construction work and emergency rescue. These scenarios also require rapid setup and robustness to environmental conditions additional to localisation accuracy. These requirements preclude the use of many traditional high-performance methods, e.g. vision-based, laser-based, Ultra-wide band (UWB) and Global Positioning System (GPS)-based localisation systems. To overcome these challenges, we introduce iMag+, an accurate and rapidly deployable inertial magneto-inductive (MI) mapping and localisation system, which only requires monitored workers to carry a single MI transmitter and an inertial measurement unit in order to localise themselves with minimal setup effort. However, one major challenge is to use distorted and ambiguous MI location estimates for localisation. To solve this challenge, we propose a novel method to use MI devices for sensing environmental distortions for accurate closing inertial loops. We also suggest a robust and efficient first quadrant estimator to sanitise the ambiguous MI estimates. By applying robust simultaneous localisation and mapping (SLAM), our proposed localisation method achieves excellent tracking accuracy and can improve performance significantly compared with only using a Magneto-inductive device or inertial measurement unit (IMU) for localisation.

Details

ISSN :
21619875 and 15361233
Volume :
21
Database :
OpenAIRE
Journal :
IEEE Transactions on Mobile Computing
Accession number :
edsair.doi.dedup.....a9bf9d5dc93c17d29858149d4b52bc5a