A survey of magnetic-field-based indoor localization
Magnetic fields have attracted considerable attention in indoor localization due to their
ubiquitous and infrastructure-free characteristics. This survey provides a comprehensive …
ubiquitous and infrastructure-free characteristics. This survey provides a comprehensive …
Floornet: A unified framework for floorplan reconstruction from 3d scans
The ultimate goal of this indoor map** research is to automatically reconstruct a floorplan
simply by walking through a house with a smartphone in a pocket. This paper tackles this …
simply by walking through a house with a smartphone in a pocket. This paper tackles this …
Indoor positioning based on fingerprint-image and deep learning
Wi-Fi and magnetic field fingerprinting have been a hot topic in indoor positioning
researches because of their ubiquity and location-related features. Wi-Fi signals can provide …
researches because of their ubiquity and location-related features. Wi-Fi signals can provide …
Precise 3D indoor localization and trajectory optimization based on sparse Wi-Fi FTM anchors and built-in sensors
Indoor location-based services have become more and more important due to their potential
applications in a wide range of personalized services in recent years. The accuracy of …
applications in a wide range of personalized services in recent years. The accuracy of …
Pedestrian indoor localization method based on integrated particle filter
To solve the problem of time-consuming, laborious, and low accuracy in magnetic map
construction, a trajectory guided 2-D magnetic map construction method is proposed in this …
construction, a trajectory guided 2-D magnetic map construction method is proposed in this …
A spatial–temporal positioning algorithm using residual network and LSTM
R Wang, H Luo, Q Wang, Z Li, F Zhao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the ever-increasing demand for location-based services in the indoor environments, Wi-
Fi-based positioning technology has attracted much attention in decades of years because …
Fi-based positioning technology has attracted much attention in decades of years because …
Magnetic-based indoor localization using smartphone via a fusion algorithm
The detection of indoor location based on magnetic fields collected by embedded sensors in
smartphones has been progressed rapidly. Most current approaches rely on the particle filter …
smartphones has been progressed rapidly. Most current approaches rely on the particle filter …
A fast indoor/outdoor transition detection algorithm based on machine learning
The widespread popularity of smartphones makes it possible to provide Location-Based
Services (LBS) in a variety of complex scenarios. The location and contextual status …
Services (LBS) in a variety of complex scenarios. The location and contextual status …
A robust Wi-Fi fingerprint positioning algorithm using stacked denoising autoencoder and multi-layer perceptron
R Wang, Z Li, H Luo, F Zhao, W Shao, Q Wang - Remote Sensing, 2019 - mdpi.com
With the increasing demand for location-based services, Wi-Fi-based indoor positioning
technology has attracted much attention in recent years because of its ubiquitous …
technology has attracted much attention in recent years because of its ubiquitous …
TrackPuzzle: Efficient registration of unlabeled PDR trajectories for learning indoor route graph
W Li, Y Wang, Y Shao, G Hu, D Li - Future Generation Computer Systems, 2023 - Elsevier
This paper proposes to learn the graph of accessible indoor routes by crowd-sourcing
inertial sensor data from mobile phones. The inertial sensor data collected by each phone is …
inertial sensor data from mobile phones. The inertial sensor data collected by each phone is …