Practical and accurate indoor localization system using deep learning

J Yoon, S Kim - Sensors, 2022 - mdpi.com
Indoor localization is an important technology for providing various location-based services
to smartphones. Among the various indoor localization technologies, pedestrian dead …

Smartphone-based indoor localization systems: A systematic literature review

RS Naser, MC Lam, F Qamar, BB Zaidan - Electronics, 2023 - mdpi.com
These recent years have witnessed the importance of indoor localization and tracking as
people are spending more time indoors, which facilitates determining the location of an …

Real-time indoor positioning approach using iBeacons and smartphone sensors

L Liu, B Li, L Yang, T Liu - Applied Sciences, 2020 - mdpi.com
For localization in daily life, low-cost indoor positioning systems should provide real-time
locations with a reasonable accuracy. Considering the flexibility of deployment and low price …

Smartphone-based traveled distance estimation using individual walking patterns for indoor localization

J Kang, J Lee, DS Eom - Sensors, 2018 - mdpi.com
We introduce a novel method for indoor localization with the user's own smartphone by
learning personalized walking patterns outdoors. Most smartphone and pedestrian dead …

Application of deep convolutional neural networks and smartphone sensors for indoor localization

I Ashraf, S Hur, Y Park - Applied Sciences, 2019 - mdpi.com
Indoor localization systems are susceptible to higher errors and do not meet the current
standards of indoor localization. Moreover, the performance of such approaches is limited by …

An improved indoor localization method using smartphone inertial sensors

J Qian, J Ma, R Ying, P Liu, L Pei - International Conference on …, 2013 - ieeexplore.ieee.org
In this paper, an improved indoor localization method based on smartphone inertial sensors
is presented. Pedestrian dead reckoning (PDR), which determines the relative location …

Multi-Information Fusion Indoor Localization Using Smartphones

S Yan, C Wu, X Luo, Y Ji, J Xiao - Applied Sciences, 2023 - mdpi.com
Accurate indoor localization estimation has important social and commercial values, such as
indoor location services and pedestrian retention times. Acoustic-based methods can …

Indoor positioning using deep-learning-based pedestrian dead reckoning and optical camera communication

S Jeong, J Min, Y Park - IEEE access, 2021 - ieeexplore.ieee.org
The need for an accurate indoor positioning system has rapidly increased with the
development of large complex malls and underground spaces. As signals from the global …

SmartPDR: Smartphone-based pedestrian dead reckoning for indoor localization

W Kang, Y Han - IEEE Sensors journal, 2014 - ieeexplore.ieee.org
Indoor pedestrian tracking extends location-based services to indoor environments where
GPS signal is rarely detected. Typical indoor localization method is Wi-Fi-based positioning …

A smartphone indoor localization using inertial sensors and single Wi-Fi access point

TD Vy, TLN Nguyen, Y Shin - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
This study focuses on indoor localization of a smartphone (eg, iPhone 7) by using its inertial
sensors and a currently-connected Wi-Fi access point (AP). In the situations where the …