RT Conference Proceedings
T1 Detección de degradaciones en redes móviles basado en máquina de estados y umbrales de Otsu
A1 Luo Chen, Hao Qiang
A1 Khatib, Emil Jatib
A1 Álvarez-Merino, Carlos Simón
A1 Baena-González, José Carlos
A1 Barco-Moreno, Raquel
K1 Procesado de imágenes - Técnicas digitales - Congresos
AB Troubleshooting degradations in a mobile network is mainly a manual activity. Self-Healing (SH) appeared to automate such functions, using techniques such as Data Analytics with network performance indicators. Along this line, this work proposes an algorithm to detect degradations, analysing network metrics. The algorithm is based on a state machine that follows the status of the network over time series of indicators. This algorithm only requieres the specification of few parameters; some of them calculated using Otsu’s thresholding. Finally, the performance of the algorithm has been checked using data obtained from a LTE microcell.
YR 2022
FD 2022-09
LK https://hdl.handle.net/10630/24948
UL https://hdl.handle.net/10630/24948
LA spa
NO Este trabajo ha sido financiado parcialmente por la Universidad de Málaga, Campus de Excelencia Internacional Andalucía Tech, a través del II Plan Propio de Investigación y Transferencia. Además, también está parcialmente financiado por la Junta de Andalucía a través del proyecto PY18-4647:PENTA.
DS RIUMA. Repositorio Institucional de la Universidad de Málaga
RD 20 ene 2026