Large language models (LLMs) have garnered significant attention across various research disciplines, including the wireless communication community. There have been several …
The Internet of Things (IoT) constitutes a vast network comprising various components such as physical devices, vehicles, buildings, and other items equipped with sensors, actuators …
Sixth-generation (6G) networks anticipate intelligently supporting a wide range of smart services and innovative applications. Such a context urges a heavy usage of Machine …
Artificial intelligence (AI) is expected to be an integral part of radio resource management (RRM) in sixthgeneration (6G) networks. However, the opaque nature of complex deep …
Although neural models have achieved remarkable performance, they still encounter doubts due to the intransparency. To this end, model prediction explanation is attracting more and …
The evolution towards 6G architecture promises a transformative shift in communication networks, with artificial intelligence (AI) playing a pivotal role. This paper delves deep into …
Open-radio access network (O-RAN) seeks to establish principles of openness, programmability, automation, intelligence, and hardware-software disaggregation with …
NR de Oliveira, IM Moraes… - … Conference on 6G …, 2023 - ieeexplore.ieee.org
Managing and orchestrating Radio Access Networks (RAN) are error-prone tasks due to the high number of parameters and the complex interaction among all the network components …
As network complexity escalates, there is an increasing need for more sophisticated methods to manage and operate these networks, focusing on enhancing efficiency …