A PDR/WiFi indoor navigation algorithm using the federated particle filter

J Chen, S Song, Z Liu - Electronics, 2022 - mdpi.com
This paper offers a solution to challenge navigation in the indoor environment by making
use of the existing infrastructure. Estimating pedestrian trajectory using pedestrian dead …

An indoor multi-source fusion positioning approach based on PDR/MM/WiFi

J Chen, S Song, H Yu - AEU-International Journal of Electronics and …, 2021 - Elsevier
The use of smartphones for indoor positioning has become increasingly popular in recent
years. The cumulative error is an unavoidable problem for pedestrian dead reckoning …

Reevaluation of algorithmic basics for ZUPT-based pedestrian navigation

JF Wagner, M Kohl, B Györfi - IEEE access, 2022 - ieeexplore.ieee.org
During the last 10 to 15 years, pedestrian navigation based on zero velocity updates (ZUPT)
has become very popular. One of the main reasons for this is the increasing availability of …

A multisensor fusion algorithm of indoor localization using derivative Euclidean distance and the weighted extended Kalman filter

J Chen, S Song, Y Gu, S Zhang - Sensor Review, 2022 - emerald.com
Purpose At present, smartphones are embedded with accelerometers, gyroscopes,
magnetometers and WiFi sensors. Most researchers have delved into the use of these …

A multi-mode PDR perception and positioning system assisted by map matching and particle filtering

X Wang, G Chen, M Yang, S Jin - ISPRS International Journal of Geo …, 2020 - mdpi.com
Currently, pedestrian dead reckoning (PDR) is widely used in indoor positioning. Since
there are restrictions on a device's pose in the procedure of using a smartphone to perform …

Adaptive map matching based on dynamic word embeddings for indoor positioning

X Lan, L Zhang, Z Xiao, B Yan - Neurocomputing, 2023 - Elsevier
Map matching has been widely used in various indoor localization technologies. However,
conventional map matching technologies based on probabilistic models, such as particle …

An indoor fusion navigation algorithm using HV-derivative dynamic time warping and the chicken particle filter

J Chen, S Song, Y Gong, S Zhang - Satellite Navigation, 2022 - Springer
The use of dead reckoning and fingerprint matching for navigation is a widespread technical
method. However, fingerprint mismatching and low fusion accuracy are prevalent issues in …

A high-precision magnetic-assisted heading angle calculation method based on a 1D convolutional neural network (CNN) in a complicated magnetic environment

G Hu, H Wan, X Li - Micromachines, 2020 - mdpi.com
Due to its widespread presence and independence from artificial signals, the application of
geomagnetic field information in indoor pedestrian navigation systems has attracted …

A hybrid dead reckon system based on 3-dimensional dynamic time warping

J Chen, G Ou, A Peng, L Zheng, J Shi - Electronics, 2019 - mdpi.com
In recent years, using smartphones for indoor positioning has become increasingly popular
with consumers. This paper presents an integrated localization technique for inertial and …

An Indoor Positioning Algorithm Based on Particle Filter and Neighbor-Guided Particle Optimization for Wireless Sensor Networks

N Zhou, Q Liu, Y Yang, D Wu, G Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In order to achieve accurate and robust indoor position estimation in a wireless sensor
network using particle filtering (PF)-based positioning algorithms, particle impoverishment, a …