The future of cellular networks is contingent on artificial intelligence (AI) based automation,
particularly for radio access network (RAN) operation, optimization, and troubleshooting. To …

Outdoor radio coverage map estimation is an important tool for network planning and
resource management in modern Internet of Things (IoT) and cellular systems. A radio map …

Handling faults in a running cellular network can impair the performance and dissatisfy the
end users. It is important to design an automatic self-healing procedure to not only detect the …

Providing rich and useful information regarding spectrum activities and propagation
channels, radiomaps characterize the detailed distribution of power spectral density (PSD) …

Data-driven cellular network fault diagnosis faces the great challenge of lacking sufficient
high-quality labeled data from real networks. Also, how to exploit existing domain …

The ever-increasing complexity and scale of 5G communication networks pose huge
challenges to network operations. Root cause analysis is considered as a promising method …

On the road to the sixth generation of cellular networks (6G), the need to ensure a
sustainable usage of natural resources, amid increased competition and cost pressures, has …

Although Artificial Intelligence (AI) is already used by 5 th Generation (5G) to support specific
network functions, the increased complexity of 6 th Generation (6G) will demand the …

The pressure to achieve greater data rates from limited radio spectrum while reducing
latency in 5G and soon 6G has resulted in the introduction of new and complex features into …

Atualmente, as empresas de telecomunicações geram um enorme volume de dados a um
ritmo muito elevado devido ao crescimento em escala, à complexidade e aos requisitos de …