Cell outage detection using deep convolutional autoencoder in mobile communication networks

YH Ping, PC Lin - 2020 Asia-Pacific Signal and Information …, 2020 - ieeexplore.ieee.org
The cell outage detection is an important issue of the self-organizing networks defined by
the 3GPP. The objective of the cell outage detection is to determine whether these exists any …

CNN-LSTM combined prediction algorithm for transmission line loss rate based on improved SSA

J Yang, G Ren, L Luo, B Tan, X Xiao… - 2022 5th International …, 2022 - ieeexplore.ieee.org
Line loss rate is an important indicator for evaluating the transmission level of transmission
lines. In this paper, the SSA signal decomposition method is introduced. Aiming at the …

Capturing, recording, and analyzing LTE signals using USRPs and LabVIEW

N Rupasinghe, İ Güvenç - SoutheastCon 2015, 2015 - ieeexplore.ieee.org
Long Term Evolution (LTE) systems are currently playing a major role in catering the ever
increasing traffic demand. Better performance and better throughput compared to other …

Physical layer detection of malicious relays in LTE-A network using unsupervised learning

Y Yengi, A Kavak, H Arslan - IEEE Access, 2020 - ieeexplore.ieee.org
For Long Term Evolution Advanced (LTE-A) network, although there exist many studies that
focus on improving the performance with relays, security issues are often neglected. Due to …

Lte-r communication quality prediction based on eca-tcn and eemd

J Qu, C Qi, G An, Y Ma - 2022 16th IEEE International …, 2022 - ieeexplore.ieee.org
In recent years, with the increasing demand of social development for transportation, railway
transportation technology is also developed continuously.“Heavy haul railway” has …

SE-Inception-ResNet Model with Focal Loss for Transmission Line Fault Classification Under Class Imbalance

Y Xi, M Li, F Zhou, X Tang, Z Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accurately detecting and classifying faults are essential for fault clearance and recovery of
the system. One of the biggest challenges in fault diagnosis is dealing with fault class …

LTE system performance evaluation for high-speed railway environment under Rician channel

L Xiong, R Feng, T Zhou - … 2016, Chongqing, China, September 24–26 …, 2018 - Springer
In high speed railway environment, the LTE system performance evaluation is of vital
importance due to complexity of radio propagation scenario and high mobility. In this paper …

LSTM-based anomaly detection for railway vehicle air-conditioning unit using monitoring data

T Yokouchi, M Kondo - … 2021–47th Annual Conference of the …, 2021 - ieeexplore.ieee.org
Railway vehicles have a lot of equipment, and their faults possibly have significant impacts
on reliability and safety of railway operations. Some vehicles these days have Train Control …

A hybrid framework for class-imbalanced classification

R Chen, L Luo, Y Chen, J Xia, D Guo - … 2021, Nanjing, China, June 25–27 …, 2021 - Springer
Data classification is a commonly used data processing method in the fields of networks and
distributed systems, and it has attracted extensive attention in recent years. Nevertheless …

A novel low complexity cell search scheme for LTE systems

PK Tseng, SH Wang, CP Li - 2010 IEEE 71st Vehicular …, 2010 - ieeexplore.ieee.org
The cell search procedure of the third generation partnership project long term evolution
(3GPP LTE) includes the time synchronization, the frequency synchronization of frames, and …