Improving the accuracy rate of link quality estimation using fuzzy logic in mobile wireless sensor network

Z Huang, LY Por, TF Ang, MH Anisi… - Advances in Fuzzy …, 2019 - Wiley Online Library
Link quality estimation is essential for improving the performance of a routing protocol in a
wireless sensor network. Many methods have been proposed to increase the performance …

F-lqe: A fuzzy link quality estimator for wireless sensor networks

N Baccour, A Koubâa, H Youssef, M Ben Jamâa… - … Sensor Networks: 7th …, 2010 - Springer
Abstract Radio Link Quality Estimation (LQE) is a fundamental building block for Wireless
Sensor Networks, namely for a reliable deployment, resource management and routing …

Fuzzy logic based multidimensional link quality estimation for multi-hop wireless sensor networks

ZQ Guo, Q Wang, MH Li, J He - IEEE Sensors Journal, 2013 - ieeexplore.ieee.org
In the applications of multi-hop wireless sensor networks, the effective evaluation of wireless
link quality which can improve the network reliability is a crucial problem in the design of …

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 …

Impact of link quality estimation errors on routing metrics for wireless sensor networks

M Krogmann, T Tian, G Stromberg… - 2009 International …, 2009 - ieeexplore.ieee.org
Link quality-based routing protocols are often utilized in wireless sensor networks. Link
quality estimation algorithms are used to retrieve information about the link quality, which is …

A link quality prediction method for wireless sensor networks based on XGBoost

Y Feng, L Liu, J Shu - IEEE Access, 2019 - ieeexplore.ieee.org
Link quality is an important factor for nodes selecting communication links in wireless sensor
networks. Effective link quality prediction helps to select high quality links for communication …

CCI-based link quality estimation mechanism for wireless sensor networks under non-perceived packet loss

SHU Jian, TAO Juan, L LIU, Y CHEN, Z Chao - The Journal of China …, 2013 - Elsevier
This paper proposes a chip correlation indicator (CCI)-based link quality estimation
mechanism for wireless sensor networks under non-perceived packet loss. On the basis of …

An improved LQI-based link quality estimation mechanism for wireless sensor networks

C Wei, L Jian - … Conference on Computer Science and Service …, 2014 - atlantis-press.com
An accurate and efficient link quality estimation method is crucial for the performance of the
upper layer routing protocol, flow distribution and topology control algorithms in WSNs …

[PDF][PDF] CCI-Based Link Quality Estimation Mechanism for Wireless Sensor Networks under Perceive Packet Loss.

L Liu, J Li, J Shu, Z Wu, Y Chen - J. Softw., 2010 - jsoftware.us
Correlation Indicator) link quality estimation mechanism for wireless sensor networks, which
is used under the case of perceive packet loss. This mechanism studies on the relationship …

Lightweight, fluctuation insensitive multi-parameter fusion link quality estimation for wireless sensor networks

W Liu, Y Xia, R Luo, S Hu - IEEE Access, 2020 - ieeexplore.ieee.org
Accurate and agile link quality estimation is essential for wireless sensor networks. Using
the mapping models between physical layer parameters and packet reception ratio, link …