[HTML][HTML] Artificial intelligence-based discontinuous reception for energy saving in 5G networks

ML Memon, MK Maheshwari, N Saxena, A Roy… - Electronics, 2019 - mdpi.com
5G is expected to deal with high data rates for different types of wireless traffic. To enable
high data rates, 5G employs beam searching operation to align the best beam pairs. Beam …

Deep‐DRX: A framework for deep learning–based discontinuous reception in 5G wireless networks

ML Memon, MK Maheshwari, DR Shin… - Transactions on …, 2019 - Wiley Online Library
The tremendous advancement in various types of mobile devices with distinct services
demands emerging 5G networks to deal with different kinds of traffic. The high data rates …

Online learning-based discontinuous reception (DRX) for machine-type communications

J Zhou, G Feng, TSP Yum, M Yan… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
4G systems employ discontinuous reception (DRX) mechanism to conserve energy by
intermittently suspending network connections. Moving to 5G, a wide range of applications …

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
Summary Fifth‐generation (5G) networks deal with high‐frequency data rates, ultra‐low
latency, more reliability, massive network capacity, more availability, and a more uniform …

Extended hybrid directional DRX with auxiliary active cycles for light traffic in 5G networks

NR Philip, B Malarkodi - Transactions on Emerging …, 2019 - Wiley Online Library
In recent years, energy efficiency has become a major cause of concern in mobile networks.
The overwhelming applications and services provided by the evolving fifth‐generation (5G) …

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
The Discontinuous Reception (DRX) is the most effective timer-based mechanism for User
Equipment (UE) power saving. In Long Term Evolution (LTE) systems, the development of …

Discontinuous reception for multiple-beam communication

D Liu, C Wang, LK Rasmussen - IEEE Access, 2019 - ieeexplore.ieee.org
Discontinuous reception (DRX) techniques have successfully been proposed for energy
savings in 4G radio access systems, which are deployed on legacy 2GHz spectrum bands …

Data driven selection of DRX for energy efficient 5G RAN

D Corcoran, L Andimeh, A Ermedahl… - … on Network and …, 2017 - ieeexplore.ieee.org
The number of connected mobile devices is increasing rapidly with more than 10 billion
expected by 2022. Their total aggregate energy consumption poses a significant concern to …

Flexible DRX optimization for LTE and 5G

F Moradi, E Fitzgerald, M Pióro… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With the advancement of the next generation of cellular systems, flexible mechanisms for
Discontinuous Reception (DRX) are needed in order to save energy. 5G will bring …

Optimization of discontinuous reception (DRX) for mobile internet applications over LTE

SC Jha, AT Koc, R Vannithamby - 2012 IEEE Vehicular …, 2012 - ieeexplore.ieee.org
Discontinuous reception (DRX) brings power saving at user equipment (UE) at the cost of
increased delay in 3GPP long term evolution (LTE) network. While configuring DRX …