NLOS identification and mitigation for time-based indoor localization systems: survey and future research directions

RE Nkrow, B Silva, D Boshoff, G Hancke… - ACM Computing …, 2024 - dl.acm.org
One hurdle to accurate indoor localization using time-based networks is the presence of
Non-Line-Of-Sight (NLOS) and multipath signals, affecting the accuracy of ranging in indoor …

An overview on position location: Past, present, future

S Zekavat, RM Buehrer, GD Durgin, L Lovisolo… - International journal of …, 2021 - Springer
Prior to the 21st century, positioning technologies had limited applications including air
traffic control, air and sea navigation, satellite communications and related military uses …

UWB NLOS/LOS classification using deep learning method

C Jiang, J Shen, S Chen, Y Chen… - IEEE Communications …, 2020 - ieeexplore.ieee.org
Ultra-Wide-Band (UWB) was recognized as its great potential in constructing accurate
indoor position system (IPS). However, indoor environments were full of complex objects …

[HTML][HTML] Identification of NLOS and multi-path conditions in UWB localization using machine learning methods

CL Sang, B Steinhagen, JD Homburg, M Adams… - Applied Sciences, 2020 - mdpi.com
In ultra-wideband (UWB)-based wireless ranging or distance measurement, differentiation
between line-of-sight (LOS), non-line-of-sight (NLOS), and multi-path (MP) conditions is …

NLOS identification using parallel deep learning model and time-frequency information in UWB-based positioning system

J Wei, H Wang, S Su, Y Tang, X Guo, X Sun - Measurement, 2022 - Elsevier
Ultra wide band (UWB) radio positioning technology is widely used in indoor high-precision
positioning scenes, while obstacles in the wireless signal propagation path will cause the …

FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism

Y Pei, R Chen, D Li, X **ao, X Zheng - Geo-Spatial Information …, 2024 - Taylor & Francis
ABSTRACT The Ultra-Wideband (UWB) Location-Based Service is receiving more and more
attention due to its high ranging accuracy and good time resolution. However, the None-Line …

Ultra inertial poser: Scalable motion capture and tracking from sparse inertial sensors and ultra-wideband ranging

R Armani, C Qian, J Jiang, C Holz - ACM SIGGRAPH 2024 Conference …, 2024 - dl.acm.org
While camera-based capture systems remain the gold standard for recording human motion,
learning-based tracking systems based on sparse wearable sensors are gaining popularity …

Feature selection for real-time NLOS identification and mitigation for body-mounted UWB transceivers

AG Ferreira, D Fernandes, S Branco… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Ultra-wideband (UWB) is a popular technology for indoor positioning systems (IPSs) due to
its robust signaling in harsh environments, through-wall propagation, and high-resolution …

An indoor localization algorithm based on modified joint probabilistic data association for wireless sensor network

L Cheng, Y Li, M Xue, Y Wang - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
Due to the localization accuracy of global positioning system (GPS) cannot meet the
requirements in indoor environment, the wireless sensor network (WSN) techniques are …

Deep learning-based ranging error mitigation method for UWB localization system in greenhouse

Z Niu, H Yang, L Zhou, MF Taha, Y He, Z Qiu - Computers and electronics …, 2023 - Elsevier
The intelligent devices in indoor agriculture put forward high requirements for localization.
However, the narrow space and various obstacles in the greenhouse generate non-line-of …