Waste factor and waste figure: A unified theory for modeling and analyzing wasted power in radio access networks for improved sustainability

TS Rappaport, M Ying, N Piovesan… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper introduces Waste Factor (W), also denoted as Waste Figure (WF) in dB, a
promising new metric for quantifying energy efficiency in a wide range of circuits and …

Data-driven Energy Efficiency Modelling in Large-scale Networks: An Expert Knowledge and ML-based Approach

D López-Pérez, A De Domenico… - … Machine Learning in …, 2024 - ieeexplore.ieee.org
The energy consumption of mobile networks poses a critical challenge. Mitigating this
concern necessitates the deployment and optimization of network energy-saving solutions …

Traffic based power consumption and node deployment in green LTE-A cellular networks

R Ratheesh, MS Nair, M Edwin, NVSSR Lakshmi - Ad Hoc Networks, 2023 - Elsevier
The energy utilization of green cellular networking or cellular network infrastructure has
become a popular research domain due to the economic concern of network operators and …

\textit {SmartMME}: Implementation of Base Station Switching Off Strategy in ns-3

A Sen, B Pal, S Achari, S Chakraborty - arXiv preprint arXiv:2401.05329, 2024 - arxiv.org
In the landscape of next-generation cellular networks, a projected surge of over 12 billion
subscriptions foreshadows a considerable upswing in the network's overall energy …