An Imbalanced Sequence Feature Extraction Approach for the Detection of LTE-R Cells with Degraded Communication Performance

J Qu, C Qi, H Meng - Future Internet, 2024 - mdpi.com
Within the Shuo Huang Railway Company (Suning, China) the long-term evolution for
railways (LTE-R) network carries core wireless communication services for trains. The …

[HTML][HTML] A method for identifying faulty cells using a classification tree-based UE diagnosis in LTE

P Muñoz, R Barco, E Cruz, A Gómez-Andrades… - EURASIP Journal on …, 2017 - Springer
The latest advances in wireless technologies have led to a proliferation of data mobile
devices and services. As a consequence, mobile networks have experienced a significant …

[PDF][PDF] Research on Optimization of 4G-LTE Wireless Network Cells Anomaly Diagnosis Algorithm based on Multidimensional Time Series Data.

B Qian, C Ma, T Zhang - IoTBDS, 2021 - scitepress.org
With the continuous increase of network terminal equipment, the operation scenarios of 4G-
LTE wireless networks are becoming more and more complex. The traditional manual …

Anomaly detection algorithms for the sleeping cell detection in LTE networks

S Chernov, M Cochez… - 2015 IEEE 81st Vehicular …, 2015 - ieeexplore.ieee.org
The Sleeping Cell problem is a particular type of cell degradation in Long-Term Evolution
(LTE) networks. In practice such cell outage leads to the lack of network service and …

Correlation-based cell search and measurement for LTE and LTE-A

W Xu, X Ma - 2012 IEEE Global Communications Conference …, 2012 - ieeexplore.ieee.org
Quick detection and accurate measurement of multiple cells surrounding the user equipment
(UE) are essential to ensure the mobility and QoS of end users. In LTE and LTE-A, multiple …

Cross-correlation properties of large-scale parameters based on LTE channel measurements in high-speed railway scenarios

N Zhang, C Tao, T Zhou - 2017 IEEE 86th Vehicular …, 2017 - ieeexplore.ieee.org
In this paper, we investigate the cross-correlation properties of large-scale parameters
(LSPs), which are based on the practical data measured along Beijing to Tianjin highspeed …

PCI and RSI conflict detection in a real LTE network using supervised learning

R Veríssimo, P Vieira, A Rodrigues… - URSI Radio Science …, 2018 - ieeexplore.ieee.org
This paper tests two hypotheses regarding how well two distinct Long-Term Evolution (LTE)
network problems can be detected through supervised techniques with near-real-time …

Anomaly detection based on multiple streams clustering for train real-time ethernet

Y Peng, D Zhang - Tehnički vjesnik, 2021 - hrcak.srce.hr
Sažetak With the increasing traffic of train communication network (TCN), real-time Ethernet
becomes the development trend. However, Train Control and Management System (TCMS) …

A User Identification Algorithm for High-Speed Rail Network Based on Switching Link

W Wang, X Tao - Computational Intelligence and Intelligent Systems: 9th …, 2018 - Springer
With the rapid growth of LTE user, the overload problem of high-speed rail network is more
and more serious, and identifying the public network users who access to the rail network is …

Neighboring cell search for LTE systems

Y Shen, T Luo, MZ Win - IEEE Transactions on Wireless …, 2012 - ieeexplore.ieee.org
Long term evolution (LTE) is considered to be a key technology for the next generation of
cellular telecommunications. In LTE systems, each user equipment (UE) detects the …