PACE: Physically-assisted channel estimation

M Xia, B Liu, YH Hu, K Chi, X Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Radio link quality is highly influenced by changes in the physical environment. To sustain
reliable and efficient data delivery, link quality estimation is essential for Cyber-Physical …

BLITZ: Wireless link quality estimation in the dark

M Spuhler, V Lenders, D Giustiniano - European Conference on Wireless …, 2013 - Springer
We present BLITZ, a novel link quality estimator that relies on physical-layer synchronization
errors to estimate the expected packet delivery ratio of wireless links. In contrast to all …

Wireless Link Quality Estimation Using LSTM Model

Y Kanto, K Watabe - … 2024-2024 IEEE Network Operations and …, 2024 - ieeexplore.ieee.org
In recent years, various services have been provided through high-speed and high-capacity
wireless networks on mobile communication devices, necessitating stable communication …

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 …

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 …

Environmental impacts on hardware-based link quality estimators in wireless sensor networks

W Liu, Y Xia, D Zheng, J Xie, R Luo, S Hu - Sensors, 2020 - mdpi.com
Hardware-based link quality estimators (LQEs) in wireless sensor networks generally use
physical layer parameters to estimate packet reception ratio, which has advantages of high …

Faster or slower: Convergence of link quality metrics in wireless sensor networks

J Xu, Y Xia, J Xie, W Liu, R Luo, S Hu… - 2020 IEEE 6th …, 2020 - ieeexplore.ieee.org
Link quality estimation plays a vital role in wireless sensor networks, which can improve
transmission efficiency and reduce node energy consumption by selecting the links with …

Wireless link-quality estimation in smart grid environments

VC Gungor, MK Korkmaz - International Journal of …, 2012 - journals.sagepub.com
Recently, wireless sensor networks (WSNs) have gained great attention from the research
community for various smart grid applications, including advanced metering infrastructure …

A link quality inference model for IEEE 802.15. 4 low-rate WPANs

G Zheng, D Han, R Zheng, C Schmitz… - 2011 IEEE Global …, 2011 - ieeexplore.ieee.org
Accurate estimation of PHY conditions would allow for better cross-layer resource
management and provisioning. Unfortunately, most commercial-of-the-shelf (COTS) devices …

Temporal adaptive link quality prediction with online learning

T Liu, AE Cerpa - ACM Transactions on Sensor Networks (TOSN), 2014 - dl.acm.org
Link quality estimation is a fundamental component of the low-power wireless network
protocols and is essential for routing protocols in Wireless Sensor Networks (WSNs) …