DRX‐based energy‐efficient supervised machine learning algorithm for mobile communication networks

DE Ruíz‐Guirola, CA Rodríguez‐López… - IET …, 2021 - Wiley Online Library
… , and evaluate the energy consumption and the delay based on … Dynamic DRX mechanisms
that predict packets arrival using … reduces energy consumption with respect to previous DRX

Analysis of energy consumption and latency in advanced wireless networks through DRX mechanism

B Arunsundar, P Sakthivel, E Natarajan - The Journal of Supercomputing, 2020 - Springer
… so far analytically for their suitability for dynamic DRX operation, while other … DRX is an
energy-saving mechanism in a system of LTE. To minimize latency and energy consumption, …

A survey on drx mechanism: Device power saving from lte and 5g new radio to 6g communication systems

KH Lin, HH Liu, KH Hu, A Huang… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
power consumption is higher, and the packet delay is lowerreduces the UE’s power
consumption and packet delay [49]. Comparing to static DRX, the dynamic DRX algorithms reduced

[PDF][PDF] The tradeoff between mean delay and energy saving factor under DRX scheme

M Asif, M Islam, F Tabassum, MR Amin - International Journal of …, 2020 - academia.edu
… to reduce the energy consumption of UE in wireless networksDRX algorithm saves energy
of battery (indicated by a power… and networks and also nonlinear plasma dynamics. He is a …

Stochastic Modelling for Energy Efficiency in LTE-A and LTE-5G Networks

S Dharmaraja, A Aggarwal, P Kalita - … and Communication Networks, 2023 - Springer
… focus on dynamic short and long sleep cycles in DRX through … power-saving, energy
consumption, and delay within the context of the DRX mechanism for LTE-A and LTE-5G networks, …

Adaptive DRX method for MTC device energy saving by using a machine learning algorithm in an MEC framework

J Wu, B Yang, L Wang, J Park - IEEE Access, 2021 - ieeexplore.ieee.org
dynamically vary the DRX cycle based on traffic activities to reduce the energy consumption
… leading to unnecessary energy consumption or an increase in the transmission delay. In [7], …

Stochastic modeling for energy efficiency in modified directional discontinuous reception for LTE‐5G networks

P Kalita, D Selvamuthu - International Journal of …, 2023 - Wiley Online Library
… To reduce the energy consumption and increase the energy … (LTE)-5G networks adopt the
discontinuous reception (DRX) … latency, and saves power but energy consumption is high, …

Optimization of the Discontinuous Reception (DRX) Energy-Delay Tradeoff

N Accurso - 2021 - search.proquest.com
… A dynamic programming approach is taken to solve the MDP … more efficient use of resources,
lower power consumption, and … delay for the task, the algorithm balances the delay-energy

Energy efficient discontinuous reception strategy in LTE and beyond using an adaptive packet queuing technique

B Rahmani, MR Ghavidel Aghdam… - IET …, 2020 - Wiley Online Library
… Therefore, our goal is to reduce power consumption in UE for when … DRX scheme to reduce
energy consumption at UE's while maintaining the average packet delay around the delay

[HTML][HTML] Energy and spectral efficiency balancing algorithm for energy saving in LTE downlinks

M Maharazu, ZM Hanapi, MA Alrashah - Symmetry, 2021 - mdpi.com
… average delay and energy consumption, the proposed algorithm … average delay and the
energy consumption. Similarly, the … the DRX algorithm, the proposed SET algorithm dynamically