Machine learning for wireless link quality estimation: A survey

G Cerar, H Yetgin, M Mohorčič… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Since the emergence of wireless communication networks, a plethora of research papers
focus their attention on the quality aspects of wireless links. The analysis of the rich body 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 …

RPL in a nutshell: A survey

O Gaddour, A Koubâa - Computer Networks, 2012 - Elsevier
IPv6 Routing Protocol for Low Power and Lossy Networks (RPL) is a routing protocol
specifically designed for Low power and Lossy Networks (LLN) compliant with the …

Next forwarding node selection in underwater wireless sensor networks (UWSNs): Techniques and challenges

A Khasawneh, MSB Abd Latiff, O Kaiwartya, H Chizari - Information, 2016 - mdpi.com
The underwater wireless sensor network (UWSN) is considered a promising technology for
collecting valuable data from underwater areas, particularly for aiding military operations …

Quality-of-service aware routing for static and mobile IPv6-based low-power and lossy sensor networks using RPL

O Gaddour, A Koubâa, M Abid - Ad Hoc Networks, 2015 - Elsevier
Abstract The Internet of Things (IoT) has emerged as a paradigm over the last few years as a
result of the tight integration of the computing and the physical world. The requirement of …

OF-FL: QoS-aware fuzzy logic objective function for the RPL routing protocol

O Gaddour, A Koubâa, N Baccour… - 2014 12th International …, 2014 - ieeexplore.ieee.org
Low power and lossy networks (LLNs) require efficient routing protocols that should meet
the requirements of the critical applications, such as real-time, reliability and high …

A routing protocol based on energy and link quality for internet of things applications

K Machado, D Rosário, E Cerqueira, AAF Loureiro… - sensors, 2013 - mdpi.com
The Internet of Things (IoT) is attracting considerable attention from the universities,
industries, citizens and governments for applications, such as healthcare, environmental …

Data-driven link quality prediction using link features

T Liu, AE Cerpa - ACM Transactions on Sensor Networks (TOSN), 2014 - dl.acm.org
As an integral part of reliable communication in wireless networks, effective link estimation is
essential for routing protocols. However, due to the dynamic nature of wireless channels …

WNN-LQE: Wavelet-neural-network-based link quality estimation for smart grid WSNs

W Sun, W Lu, Q Li, L Chen, D Mu, X Yuan - IEEE Access, 2017 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are currently being used for monitoring and control in
smart grids. To ensure the quality of service (QoS) requirements of smart grid applications …

A reinforcement learning-based link quality estimation strategy for RPL and its impact on topology management

E Ancillotti, C Vallati, R Bruno, E Mingozzi - Computer Communications, 2017 - Elsevier
Over the last few years, standardisation efforts are consolidating the role of the Routing
Protocol for Low-Power and Lossy Networks (RPL) as the standard routing protocol for IPv6 …