A survey of magnetic-field-based indoor localization

G Ouyang, K Abed-Meraim - Electronics, 2022 - mdpi.com
Magnetic fields have attracted considerable attention in indoor localization due to their
ubiquitous and infrastructure-free characteristics. This survey provides a comprehensive …

Step length estimation methods based on inertial sensors: A review

LE Díez, A Bahillo, J Otegui, T Otim - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
Inertial sensors are included in most of the current smart devices and many researchers
have identified their ability to be used for analyzing different parameters of human behavior …

An indoor position-estimation algorithm using smartphone IMU sensor data

A Poulose, OS Eyobu, DS Han - Ieee Access, 2019 - ieeexplore.ieee.org
Position-estimation systems for indoor localization play an important role in everyday life.
The global positioning system (GPS) is a popular positioning system, which is mainly …

Step-detection and adaptive step-length estimation for pedestrian dead-reckoning at various walking speeds using a smartphone

NH Ho, PH Truong, GM Jeong - Sensors, 2016 - mdpi.com
We propose a walking distance estimation method based on an adaptive step-length
estimator at various walking speeds using a smartphone. First, we apply a fast Fourier …

Accurate step length estimation for pedestrian dead reckoning localization using stacked autoencoders

F Gu, K Khoshelham, C Yu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Pedestrian dead reckoning (PDR) is a popular indoor localization method due to its
independence of additional infrastructures and the wide availability of smart devices. Step …

A novel walking detection and step counting algorithm using unconstrained smartphones

X Kang, B Huang, G Qi - Sensors, 2018 - mdpi.com
Recently, with the development of artificial intelligence technologies and the popularity of
mobile devices, walking detection and step counting have gained much attention since they …

Hybrid indoor localization using IMU sensors and smartphone camera

A Poulose, DS Han - Sensors, 2019 - mdpi.com
Smartphone camera or inertial measurement unit (IMU) sensor-based systems can be
independently used to provide accurate indoor positioning results. However, the accuracy of …

Pedestrian dead reckoning based on motion mode recognition using a smartphone

B Wang, X Liu, B Yu, R Jia, X Gan - Sensors, 2018 - mdpi.com
This paper presents a pedestrian dead reckoning (PDR) approach based on motion mode
recognition using a smartphone. The motion mode consists of pedestrian movement state …

Design and implementation of a smart home system using multisensor data fusion technology

YL Hsu, PH Chou, HC Chang, SL Lin, SC Yang, HY Su… - Sensors, 2017 - mdpi.com
This paper aims to develop a multisensor data fusion technology-based smart home system
by integrating wearable intelligent technology, artificial intelligence, and sensor fusion …

WiFi and vision-integrated fingerprint for smartphone-based self-localization in public indoor scenes

G Huang, Z Hu, J Wu, H **ao… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Smartphone-based indoor localization systems are increasingly needed in various types of
applications. This article proposes a novel WiFi and vision-integrated fingerprint (Wi-Vi …