Stochastic modeling for intelligent software-defined vehicular networks: A survey
Digital twins and the Internet of Things (IoT) have gained significant research attention in
recent years due to their potential advantages in various domains, and vehicular ad hoc …
recent years due to their potential advantages in various domains, and vehicular ad hoc …
Designing future wireless networks (FWN) s with net zero (NZ) and zero touch (ZT) perspective
Recent research in Future Wireless Networks (FWN) s have primarily focused on improving
spectral and energy efficiency, emphasizing less on reducing power consumption. Studies …
spectral and energy efficiency, emphasizing less on reducing power consumption. Studies …
Toward the Development of 6G System Level Simulators: Addressing the Computational Complexity Challenge
M Manalastas, MU bin Farooq… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
The advancement and standardization of the cellular network system require thorough
investigation, analysis, and experimentation of novel protocols, architectures, and …
investigation, analysis, and experimentation of novel protocols, architectures, and …
Time-series prediction using nature-inspired small models and curriculum learning
As wireless cellular networks evolve from one generation to the next, the associated
challenges in terms of compute, latency, and energy efficiency are continuously on the rise …
challenges in terms of compute, latency, and energy efficiency are continuously on the rise …
[PDF][PDF] Cell Fault Management Using Resource Efficient Machine Learning Techniques
D Mulvey - 2023 - openresearch.surrey.ac.uk
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 …
latency in 5G and soon 6G has resulted in the introduction of new and complex features into …
[PDF][PDF] A Domain-Aware Framework for Interpretable and Resilient Propagation Models: Enabling Digital Twins for Wireless Networks
SBA Zaidi, W Raza, HN Qureshi, MA Imran, A Imran… - 2024 - ai4networks.com
In the rapidly evolving landscape of wireless networks, accurate and resilient propagation
models are essential to achieve optimal performance and reliability. This paper presents a …
models are essential to achieve optimal performance and reliability. This paper presents a …
[PDF][PDF] An AI-Driven Framework for Enhancing Resilience in Propagation Models to Enable Digital Twin
The evolution of wireless cellular networks to support Digital Twins (DTs) requires robust
propagation models. Traditional propagation modeling methods, though fundamental, lack …
propagation models. Traditional propagation modeling methods, though fundamental, lack …