Accurate indoor positioning for UWB-based personal devices using deep learning

S Sung, H Kim, JI Jung - IEEE Access, 2023 - ieeexplore.ieee.org
Recently, there has been a rapidly emerging demand for localization technologies to
provide various location-based services in indoor environments, such as smart buildings …

[HTML][HTML] UWB indoor localization using deep learning LSTM networks

A Poulose, DS Han - Applied Sciences, 2020 - mdpi.com
Localization using ultra-wide band (UWB) signals gives accurate position results for indoor
localization. The penetrating characteristics of UWB pulses reduce the multipath effects and …

Indoor localization by Kalman filter based combining of UWB-positioning and PDR

GT Lee, SB Seo, WS Jeon - 2021 IEEE 18th Annual Consumer …, 2021 - ieeexplore.ieee.org
Ultra-wideband (UWB) ranging-based indoor positioning system (IPS) is suggested as one
of the solutions to satisfy the requirement of decimeter level accuracy in indoor …

Robust UWB indoor localization for NLOS scenes via learning spatial-temporal features

B Yang, J Li, Z Shao, H Zhang - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Ultra-wide band (UWB) localization system suffers from deteriorating performance in
complex scenes, especially in non-line-of-sight (NLOS) conditions. In order to improve the …

[HTML][HTML] Ultra wideband indoor positioning technologies: Analysis and recent advances

A Alarifi, AM Al-Salman, M Alsaleh, A Alnafessah… - Sensors, 2016 - mdpi.com
In recent years, indoor positioning has emerged as a critical function in many end-user
applications; including military, civilian, disaster relief and peacekeeping missions. In …

Feature-based deep LSTM network for indoor localization using UWB measurements

A Poulose, DS Han - … on Artificial Intelligence in Information and …, 2021 - ieeexplore.ieee.org
Indoor localization using ultra-wideband (UWB) measurements is an effective localization
approach when the localization system exists in non-line of sight (NLOS) conditions from the …

An accurate indoor user position estimator for multiple anchor uwb localization

A Poulose, Ž Emeršič, OS Eyobu… - … on information and …, 2020 - ieeexplore.ieee.org
UWB-based positioning systems have been proven to provide a significant high level of ac-
curacy hence offering a huge potential for a variety of indoor applications. However, the …

Ultra wideband indoor positioning system based on artificial intelligence techniques

L Cheng, Z Wu, B Lai, Q Yang, A Zhao… - 2020 IEEE 21st …, 2020 - ieeexplore.ieee.org
High-precision indoor positioning has nowadays emerged as a critical function for many
applications. However, many existing indoor positioning systems either fail to achieve a high …

Deep learning for ultra-wideband indoor positioning

YM Lu, JP Sheu, YC Kuo - 2021 IEEE 32nd Annual …, 2021 - ieeexplore.ieee.org
In recent years, the Ultra-wideband (UWB) system has been investigated for indoor
localization and navigation by academia and industry. However, the UWB localization …

UWB positioning system based on LSTM classification with mitigated NLOS effects

DH Kim, A Farhad, JY Pyun - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
It is known that an ultrawideband (UWB)-based indoor positioning system (IPS) has superior
positioning performance and can meet the requirements of location-based services (LBSs) …