Compressed Sensing Based on an Improved K-SVD for Vibration Signal Compression Reconstruction in Wireless Sensor Networks

Q Huang, Z Li, Y Han, Y Zhang, C Zhao… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Compressed sensing (CS) is an effective method to improve the processing of mechanical
vibration signals in prognostics health management (PHM). Aiming to address the severe …

[HTML][HTML] Edge Computing and Fault Diagnosis of Rotating Machinery Based on MobileNet in Wireless Sensor Networks for Mechanical Vibration

Y Huang, S Liang, T Cui, X Mu, T Luo… - Sensors (Basel …, 2024 - pmc.ncbi.nlm.nih.gov
With the rapid development of the Industrial Internet of Things in rotating machinery, the
amount of data sampled by mechanical vibration wireless sensor networks (MvWSNs) has …

Fusion Interpolation Codec in Wireless Sensor Network for Mechanical Vibration Monitoring

H Fu, L Deng, B Tang, K Zhu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Wireless sensor network (WSN) is gradually applied in the field of mechanical vibration
monitoring (MVM). However, the generation of substantial data during the monitoring …

A fault diagnosis method of rolling bearings based on masking differential iterative filtering and Euclidean mixed entropy

Y Wang, X Yang, S Jiao - Measurement Science and Technology, 2024 - iopscience.iop.org
The capture of uncertainty from nonlinear and nonstationary sensor data is significant for
rolling bearing fault diagnosis, which can greatly reduce the probability of rolling bearing …

An Energy Saving Strategy of WSNs Based on Data Sensing and Similarity

L Zhang, Y Zhou, J Wang - Wireless Personal Communications, 2023 - Springer
In wireless sensor networks, energy saving is a crucial aspect. To address the issue of
declining network energy consumption, we propose a clustering algorithm based on data …

[PDF][PDF] Algorithm and data encoding/decoding devices based on two-dimensional modular correction codes.

V Yatskiv, T Tsavolyk, N Yatskiv, V Koval, S Ivasiev - IntelITSIS, 2023 - ceur-ws.org
In the paper, an error detection and correction algorithm was developed on the basis of
modular correcting codes and a two-dimensional scheme. The developed algorithm …