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 …

A directional particle filter-based multi-floor indoor positioning system

SY Huang, HY Huang, HY Chong, JB Jiang… - IEEE …, 2022 - ieeexplore.ieee.org
In recent years, extensive research and applications have demonstrated that a more
accurate and stable indoor positioning system (IPS) can be realized through the …

Virtual wireless device-constrained robust extended Kalman filters for smartphone positioning in indoor corridor environment

G Guo, K Yan, Z Liu, L Chen, R Chen - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Indoor positioning technology is the key to achieving seamless indoor/outdoor location-
based services (LBSs). As typical nonlinear information, pedestrian accessibility improves …

Smartphone-based indoor navigation system using particle filter and map-constraints

SA Junoh, S Subedi, JY Pyun - The 9th International Conference on …, 2020 - dl.acm.org
A modern smartphone is equipped with various types of sensors and modules such as
accelerometer, magnetometer, gyroscope, Wi-Fi, Bluetooth low energy (BLE), etc. These …

Particle filtering-based indoor positioning system for beacon tag tracking

Y Shen, B Hwang, JP Jeong - Ieee Access, 2020 - ieeexplore.ieee.org
Indoor positioning technology is one of the cornerstones for many services in Internet-of-
Things (IoT) systems. However, the existing indoor positioning systems are still suffering …

Extended Kalman filter for real time indoor localization by fusing WiFi and smartphone inertial sensors

ZA Deng, Y Hu, J Yu, Z Na - Micromachines, 2015 - mdpi.com
Indoor localization systems using WiFi received signal strength (RSS) or pedestrian dead
reckoning (PDR) both have their limitations, such as the RSS fluctuation and the …

An enhanced particle filter algorithm with map information for indoor positioning system

X Du, X Liao, Z Gao, Y Fan - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
Recently, the demand for indoor positioning has gradually increased. Considering that
people walk indoors with a serious restriction, the map information is extremely significant …

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 …

Real-time indoor positioning based on BLE beacons and pedestrian dead reckoning for smartphones

Z Jin, Y Li, Z Yang, Y Zhang, Z Cheng - Applied Sciences, 2023 - mdpi.com
Nowadays, smartphones have become indispensable in people's daily work and life. Since
various sensors and communication chips have been integrated into smartphones, it has …

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 …