Efficient image-based indoor localization with MEMS aid on the mobile device

M Shu, G Chen, Z Zhang - ISPRS Journal of Photogrammetry and Remote …, 2022 - Elsevier
Recently, imaged-based localization has become a hotspot in indoor localization research
due to its high accuracy and no additional infrastructure requirements. However …

RIO: Rotation-equivariance supervised learning of robust inertial odometry

X Cao, C Zhou, D Zeng, Y Wang - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
This paper introduces rotation-equivariance as a self-supervisor to train inertial odometry
models. We demonstrate that the self-supervised scheme provides a powerful supervisory …

Towards Persistent Spatial Awareness: A Review of Pedestrian Dead Reckoning-Centric Indoor Positioning with Smartphones

S Bai, W Wen, Y Li, C Shi, LT Hsu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Navigating to a destination using smartphones has recently become a primary way in
people's daily lives. Positioning is the prerequisite condition before efficient path planning …

Rapid BLE beacon localization with range-only EKF-SLAM using beacon interval constraint

A Sato, M Nakajima, N Kohtake - … International Conference on …, 2019 - ieeexplore.ieee.org
The installation process of numerous Bluetooth Low Energy (BLE) beacons in the indoor
positioning environment usually requires the manual measurement of the beacon's physical …

[HTML][HTML] EL-SLE: Efficient learning based stride-length estimation using a smartphone

M Shu, G Chen, Z Zhang - Sensors, 2022 - mdpi.com
The pedestrian stride-length estimation is a crucial piece of personal behavior data for many
smartphone applications, such as health monitoring and indoor location. The performance of …

Robust Determination of Smartphone Heading by Mitigation of Magnetic Anomalies

A Ettlinger, A Wieser, H Neuner - … : Journal of the Institute of Navigation, 2024 - navi.ion.org
We introduce an algorithm that provides robust three-dimensional orientation of a
smartphone for pedestrian indoor localization. The algorithm focuses on integration of the …