Research on link quality estimation mechanism for wireless sensor networks based on support vector machine

J Shu, S Liu, L Liu, L Zhan, G Hu - Chinese Journal of …, 2017 - Wiley Online Library
In the application of Wireless sensor networks (WSNs), effective estimation for link quality is
a basic issue in guarantying reliable data transmission and upper network protocol …

Online Trainable Wireless Link Quality Prediction System using Camera Imagery

S Itahara, T Nishio, M Morikura… - 2020 IEEE Globecom …, 2020 - ieeexplore.ieee.org
Machine-learning-based prediction of future wireless link quality is an emerging technique
that can potentially improve the reliability of wireless communications, especially at higher …

[引用][C] A link quality evaluation model based on the three-dimensional space in wireless sensor network

G Hu - Information Technology Journal, 2014 - Asian Network for Scientific …

Prediction accuracy of link-quality estimators

C Renner, S Ernst, C Weyer, V Turau - European conference on wireless …, 2011 - Springer
The accuracy of link-quality estimators (LQE) is mission-critical in many application
scenarios in wireless sensor networks (WSN), since the link-quality metric is used for routing …

Evaluation of a Link Quality Estimator in an Outdoor WSN Using a Dedicated Node

EB Gomes, RD Gomes… - 2019 IEEE Symposium on …, 2019 - ieeexplore.ieee.org
Industrial Wireless Sensor Networks (IWSN) demand deterministic and reliable
communication. Adaptive mechanisms, such as channel adaptation and channel hopping …

Combining learners to predict link quality in wireless iot networks

MLF Sindjoung, M Velempini… - 2022 IEEE 21st …, 2022 - ieeexplore.ieee.org
In the Internet of Things (IoT) or in industrial networks, the use of poor links in data gathering
may considerably degrade network performance. In this paper, we investigate link quality …

Deep learning in network-level performance prediction using cross-layer information

Q Cao, MO Pun, Y Chen - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
Wireless communication networks are conventionally designed in model-based approaches
through utilizing performance metrics such as spectral efficiency and bit error rate. However …

Short-term link quality prediction using nonparametric time series analysis

LN Weng, P Zhang, ZY Feng… - Science China …, 2015 - search.proquest.com
Wireless link quality prediction (LQP) is the foundation for proactive operations and is
therefore a key technique in alleviating network performance degradation. However …

Performance analysis of received signal strength and link quality in wireless sensor networks

D El Houssaini, S Khriji, K Besbes… - 2018 15th International …, 2018 - ieeexplore.ieee.org
In Wireless Sensor Network (WSN), signal propagation is mainly affected by external and
internal conditions, like interferences, noise and weather conditions. Link quality can be …

Real-time link quality estimation for industrial wireless sensor networks using dedicated nodes

RD Gomes, DV Queiroz, AC Lima Filho, IE Fonseca… - Ad Hoc Networks, 2017 - Elsevier
Adaptive mechanisms, such as dynamic channel allocation or adaptive routing, are used to
deal with the variations in the link quality of Wireless Sensor Networks (WSN). In both cases …