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 …

Machine learning based approach for indoor localization using ultra-wide bandwidth (UWB) system for industrial internet of things (IIoT)

F Che, A Ahmed, QZ Ahmed, SAR Zaidi… - … Conference on UK …, 2020 - ieeexplore.ieee.org
With the rapid development of wireless communication technology and the emergence of
the Industrial Internet of Things (IIoT) s applications, high-precision Indoor Positioning …

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 …

A study of reference node placement based on 4-quadrant node selection in ultra wideband indoor positioning system

K Maneerat, K Chinda, C Suwatthikul… - 2020 30th …, 2020 - ieeexplore.ieee.org
This paper investigated the impact of the reference node (RN) placement on the localization
performance of Ultra wideband (UWB) indoor positioning system. Different RN-placement …

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-based indoor localization using a hybrid WKNN-LSTM algorithm

H Wang, X Wang, Y Xue, Y Jiang - 2020 IEEE 4th Information …, 2020 - ieeexplore.ieee.org
Ultra-wideband (UWB) positioning is widely used in indoor positioning due to its low power
consumption and high accuracy. However, owing to UWB clock drift and poor …

Real time indoor positioning system for smart grid based on uwb and artificial intelligence techniques

L Cheng, H Chang, K Wang… - 2020 IEEE Conference on …, 2020 - ieeexplore.ieee.org
Indoor positioning system plays an important role in smart grid. Although GPS is the
predominant outdoor positioning technology, it is unsuitable to be used in many fields of …

UWB-based single-anchor indoor localization using reflected multipath components

H Mohammadmoradi, M Heydariaan… - 2019 International …, 2019 - ieeexplore.ieee.org
Indoor localization has many applications in the context of smart buildings that interact with
objects and humans. Due to their resilience to multipath fading, high penetration rate and …

Research on uwb-based indoor ranging positioning technolog and a method to improve accuracy

L Ding, X Zhu, T Zhou, Y Wang, Y Jie… - 2018 IEEE Region Ten …, 2018 - ieeexplore.ieee.org
This paper presents a UWB-based (Ultra Wideband, UWB) indoor location ranging scheme
and a method for improving accuracy through error compensation. UWB is widely used in …

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 …