Simplified theoretical model based self-adaptive packet reception rate estimation in sensor networks

W Liu, Y Xia, J Xie, M Xu, R Luo, S Hu… - 2020 IEEE Wireless …, 2020 - ieeexplore.ieee.org
Real-time and accurate packet reception rate estimation is crucial for wireless sensor
networks. However, existing approaches usually rely on offline data collection and training …

Distributed and accurate packet reception rate estimation under cross-technology interference

W Liu, Y Xia, M Xu, J Xie, R Luo… - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
Cross-Technology Interference (CTI) greatly affects the performance of low power sensor
networks, especially under severe WiFi interference. Fast and accurate packet reception rate …

Single reception estimation of wireless link quality

HJ Audéoud, M Heusse, A Duda - 2020 IEEE 31st Annual …, 2020 - ieeexplore.ieee.org
Quick and accurate estimation of link quality, and more specifically packet loss probability, is
the key element for efficient and effective communications in wireless multi-hop networks …

Recurrent neural network based link quality prediction for wireless sensor networks

M Xu, J Xu, Y Xia, J Xie, W Liu, S Hu… - 2021 IEEE 6th …, 2021 - ieeexplore.ieee.org
Real-time and accurate link quality prediction is essential for wireless sensor networks. In
order to improve the agility of link quality prediction, physical layer parameters such as …

Enhanced wireless channel estimation through parametric optimization of hybrid ray launching-collaborative filtering technique

F Casino, P Lopez-Iturri, E Aguirre, L Azpilicueta… - IEEE …, 2020 - ieeexplore.ieee.org
In this paper, an enhancement of a hybrid simulation technique based on combining
collaborative filtering with deterministic 3D ray launching algorithm is proposed. Our …

[PDF][PDF] Channel ranking scheme in wireless sensor networks based on packet delivery ratio estimation

H Shariatmadari - 2012 - aaltodoc.aalto.fi
The widespread deployment of competitive wireless technologies in the 2.4 GHz unlicensed
Industrial, Scientific, Medical (ISM) band has introduced co-existence issues between …

A deep learning based channel estimation scheme for IEEE 802.11 p systems

S Han, Y Oh, C Song - ICC 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel deep learning based channel estimation scheme for IEEE
802.11 p vehicle-to-everything (V2X) communication systems. A major challenge in the V2X …

An LQI-based packet loss rate model for IEEE 802.15. 4 links

Y Zhang, S Fu, Y Jiang, M Ceriotti… - 2018 IEEE 29th …, 2018 - ieeexplore.ieee.org
Packet loss rate (PLR) is a crucial and popular link quality metric for wireless sensor
networks (WSNs). In this paper, we investigate how to estimate PLR of an IEEE 802.15. 4 …

Implementation of OpenAirInterface-based real-world channel measurement for evaluating wireless transmission algorithms

Q Zhou, W Jiang - arXiv preprint arXiv:2101.04608, 2021 - arxiv.org
The fourth-generation Wireless Technology (4G) has been adopted by all major operators in
the world and has already ruled the cellular landscape for around a decade. A lot of …

Statistical Learning Based Wireless Channel Parameter Estimation for Power Internet of Things

C Tan, J Chen, X Sun, Q Qi - Journal of Physics: Conference …, 2023 - iopscience.iop.org
With the rapid increase in the number of sensors in Power Internet of Things (PIOT), the data
volume surges and efficient communications are needed. Precise estimation of delay spread …