Grid-based Bayesian filtering methods for pedestrian dead reckoning indoor positioning using smartphones

M Opiela, F Galčík - Sensors, 2020 - mdpi.com
Indoor positioning systems for smartphones are often based on Pedestrian Dead
Reckoning, which computes the current position from the previously estimated location …

Indoor pedestrian localization using iBeacon and improved Kalman filter

K Sung, DKR Lee, H Kim - Sensors, 2018 - mdpi.com
The reliable and accurate indoor pedestrian positioning is one of the biggest challenges for
location-based systems and applications. Most pedestrian positioning systems have drift …

Pedestrian positioning using a double-stacked particle filter in indoor wireless networks

K Sung, HK Lee, H Kim - Sensors, 2019 - mdpi.com
The indoor pedestrian positioning methods are affected by substantial bias and errors
because of the use of cheap microelectromechanical systems (MEMS) devices (eg …

Research on pedestrian indoor positioning based on two-step robust adaptive cubature Kalman filter with smartphone MEMS sensors

J Geng, X Yu, C Wu, G Zhang - Micromachines, 2023 - mdpi.com
With the development of location-based service (LBS), indoor positioning based on
pedestrian dead reckoning (PDR) has become a hot research topic. Smartphones are …

A comparison of particle propagation and weight update methods for indoor positioning systems

TN Ray, JD Pierce, DM Bevly - … of the 31st International Technical Meeting …, 2018 - ion.org
This work is a comparison of Particle Filters (PFs) in the field of indoor positioning, that use
different types of particle propagation and weight update methods. The PFs fuse standalone …

Optimal heading estimation based multidimensional particle filter for pedestrian indoor positioning

L Pei, D Liu, D Zou, RLF Choy, Y Chen, Z He - IEEE Access, 2018 - ieeexplore.ieee.org
Localization capability is a challenging task in global navigation satellite system-degraded
or denied environments. Alternatively, today's smartphones have an increased number of …

Indoor positioning based on bayes filtering using map information

P Hafner, T Moder, K Wisiol, M Wieser - IFAC-PapersOnLine, 2015 - Elsevier
Outdoor, GNSS enables continuous positioning 24 hours a day, if pseudoranges of at least
four satellites are available. For the positioning in indoor environments, such a ubiquitous …

Robust pedestrian dead reckoning using anchor point recalibration

EJ Hoffmann, L Schauer, M Schönfeld… - … Conference on Indoor …, 2017 - ieeexplore.ieee.org
All indoor positioning approaches face the challenge to deal with erroneous input data from
sensors. Especially independent systems like dead reckoning rely on highly accurate input …

Floor map-aware particle filtering based indoor navigation system

SA Junoh, S Subedi, JY Pyun - Ieee Access, 2021 - ieeexplore.ieee.org
Smartphone-based indoor navigation systems are becoming increasingly popular in a
variety of applications. However, localization accuracy has always been a challenge. The …

Indoor localization on smartphones using built-in sensors and map constraints

H Xia, J Zuo, S Liu, Y Qiao - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Smartphones have become an indispensable tool in the work and life of most people. Given
the many kinds of sensors built into smartphones, solving indoor navigation problems using …