Quality-of-service prediction techniques for wireless sensor networks

M Pundir, JK Sandhu, A Kumar - Journal of Physics: Conference …, 2021 - iopscience.iop.org
The rapid development of smart sensor nodes generates great interest in Wireless Sensor
Network (WSN). The distinct applications of these networks have evolved in the field of …

Radio link quality estimation in wireless sensor networks: A survey

N Baccour, A Koubâa, L Mottola, MA Zúñiga… - ACM Transactions on …, 2012 - dl.acm.org
Radio link quality estimation in Wireless Sensor Networks (WSNs) has a fundamental impact
on the network performance and also affects the design of higher-layer protocols. Therefore …

Graph convolutional network based link state prediction

S Yeom, C Choi, SS Kolekar… - 2021 22nd Asia-Pacific …, 2021 - ieeexplore.ieee.org
Because of the activation of IoT (Internet of Things) devices due to the rapid development of
recent communication technology, network traffic is currently fluctuating and increasing …

The optimization design of wireless network router efficiency based on multi-attribute decision-making model

W Wang, Y Li, T Yu, B Huang… - … conference on digital …, 2021 - ieeexplore.ieee.org
The quality of Internet communication is closely related to the performance and forwarding
efficiency of routers. Traditional network routers perform information transmission and …

Low-Cost Path Loss Estimation Using Correlation Graph CNN with Novel Feature Parameters

K Imaizumi, K Ichige, T Nagao… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
In this paper, we propose a method for predicting radio wave propagation using a
correlation graph convolutional neural network (C-Graph CNN). We examine what kind of …

A link quality prediction mechanism for wsns based on time series model

L Liu, Y Fan, J Shu, K Yu - 2010 7th International Conference …, 2010 - ieeexplore.ieee.org
The prediction of link quality can provide link selection service for the upper-layer protocol in
wireless sensor networks (WSNs). This paper presents a link quality prediction mechanism …

Modeling link quality for high-speed railway wireless networks based on hidden Markov chain

J Song, H Zhou, W Quan, T Zheng, P Dong - EURASIP Journal on …, 2016 - Springer
In high-speed railway (HSR) wireless networks, the link quality is greatly time-dependent
and location-varying. Due to the high randomness, it is challenging to predict the link quality …

Link quality estimation in ad hoc and mesh networks: A survey and future directions

CJ Lowrance, AP Lauf - Wireless Personal Communications, 2017 - Springer
Higher layer applications, such as routing protocols and robot navigation systems,
commonly depend upon link quality (LQ) estimates for improving the efficiency and reliability …

Reliable link quality estimation in low-power wireless networks and its impact on tree-routing

N Baccour, A Koubâa, H Youssef, M Alves - Ad Hoc Networks, 2015 - Elsevier
Radio link quality estimation is essential for protocols and mechanisms such as routing,
mobility management and localization, particularly for low-power wireless networks such as …

Find the weakest link: Statistical analysis on wireless sensor network link-quality metrics

F Entezami, M Tunicliffe, C Politis - IEEE vehicular technology …, 2014 - ieeexplore.ieee.org
Routing protocol plays an important role in data communication. A wireless sensor network
(WSN) is usually deployed in scenarios where efficient and energy-aware routing protocols …