Cover Image

Enhancing Energy Efficiency in O-RAN Through Intelligent xApps Deployment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liang, Xuanyu, Al-Tahmeesschi, Ahmed, Wang, Qiao, Chetty, Swarna, Sun, Chenrui, Ahmadi, Hamed
Format:	Preprint
Published:	2024
Subjects:	Systems and Control Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Energy Saving in 6G O-RAN Using DQN-based xApp
by: Wang, Qiao, et al.
Published: (2024)

Green O-RAN Operation: a Modern ML-Driven Network Energy Consumption Optimisation
by: Liang, Xuanyu, et al.
Published: (2025)

Maximising Energy Efficiency in Large-Scale Open RAN: Hybrid xApps and Digital Twin Integration
by: Al-Tahmeesschi, Ahmed, et al.
Published: (2025)

Enhancing Open RAN Digital Twin Through Power Consumption Measurement
by: Al-Tahmeesschi, Ahmed, et al.
Published: (2025)

Scalable machine learning-based approaches for energy saving in densely deployed Open RAN
by: Liang, Xuanyu, et al.
Published: (2026)

Optimized Resource Allocation for Cloud-Native 6G Networks: Zero-Touch ML Models in Microservices-based VNF Deployments
by: Chetty, Swarna Bindu, et al.
Published: (2024)

Continuous Transfer Learning for UAV Communication-aware Trajectory Design
by: Sun, Chenrui, et al.
Published: (2024)

ORIX: Orchestration of RIS with xApps for Smart Wireless Factory Environments
by: Kayraklik, Sefa, et al.
Published: (2025)

Energy Consumption Reduction for UAV Trajectory Training : A Transfer Learning Approach
by: Sun, Chenrui, et al.
Published: (2025)

Federated Neuroevolution O-RAN: Enhancing the Robustness of Deep Reinforcement Learning xApps
by: Kouchaki, Mohammadreza, et al.
Published: (2025)

Exploring O-RAN Compression Techniques in Decentralized Distributed MIMO Systems: Reducing Fronthaul Load
by: Rahmani, Mostafa, et al.
Published: (2025)

Multi-Objective Deep Reinforcement Learning for 5G Base Station Placement to Support Localisation for Future Sustainable Traffic
by: Al-Tahmeesschi, Ahmed, et al.
Published: (2024)

CORMO-RAN: Lossless Migration of xApps in O-RAN
by: Calagna, Antonio, et al.
Published: (2025)

ZTRAN: Prototyping Zero Trust Security xApps for Open Radio Access Network Deployments
by: Abdalla, Aly S., et al.
Published: (2024)

O-RAN xApps Conflict Management using Graph Convolutional Networks
by: Shami, Maryam Al, et al.
Published: (2025)

Interpretable Attention-Based Multi-Agent PPO for Latency Spike Resolution in 6G RAN Slicing
by: Fatehi, Kavan, et al.
Published: (2026)

Optimizing 6G Dense Network Deployment for the Metaverse Using Deep Reinforcement Learning
by: Zhang, Jie, et al.
Published: (2025)

Joint Optimisation of Load Balancing and Energy Efficiency for O-RAN Deployments
by: Qazzaz, Mohammed M. H., et al.
Published: (2025)

Implementing and Evaluating Security in O-RAN: Interfaces, Intelligence, and Platforms
by: Groen, Joshua, et al.
Published: (2023)

An Explainable AI Framework for Dynamic Resource Management in Vehicular Network Slicing
by: Sun, Haochen, et al.
Published: (2025)

xDevSM: An Open-Source Framework for Portable, AI-Ready xApps Across Heterogeneous O-RAN Deployments
by: Feraudo, Angelo, et al.
Published: (2026)

EARL: Energy-Aware Adaptive Antenna Control with Reinforcement Learning in O-RAN Cell-Free Massive MIMO Networks
by: Ge, Zilin, et al.
Published: (2026)

Enhancing Energy and Spectral Efficiency in IoT-Cellular Networks via Active SIM-Equipped LEO Satellites
by: Yeganeh, Rahman Saadat, et al.
Published: (2025)

Probabilistic Constellation Shaping for Enhancing Spectral Efficiency in NOMA VLC Systems
by: Kafizov, Amanat, et al.
Published: (2024)

ACCoRD: Actor-Critic Conflict Resolution with Deep learning for O-RAN xApps
by: Adamczyk, Cezary, et al.
Published: (2026)

Analysis on Energy Efficiency of RIS-Assisted Multiuser Downlink Near-Field Communications
by: Wang, Wei, et al.
Published: (2025)

GNSS Array-Based Multipath Detection Employing UKF on Manifolds
by: Ahmed, Abdelgabar, et al.
Published: (2025)

REAL: Reinforcement Learning-Enabled xApps for Experimental Closed-Loop Optimization in O-RAN with OSC RIC and srsRAN
by: Barker, Ryan, et al.
Published: (2025)

Joint Power Allocation and Reflecting-Element Activation for Energy Efficiency Maximization in IRS-Aided Communications Under CSI Uncertainty
by: Efrem, Christos N., et al.
Published: (2025)

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network
by: Chu, Yi, et al.
Published: (2025)

Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology
by: Wang, Xiaying, et al.
Published: (2023)

Robust Node Localization for Rough and Extreme Deployment Environments
by: Tasissa, Abiy, et al.
Published: (2025)

RIS Size Determination Across Frequencies and Deployment Scenarios: A Simulation-Based Study
by: Arslan, Emre, et al.
Published: (2025)

Reconfigurable Intelligent Surface-Assisted Cross-Layer Authentication for Secure and Efficient Vehicular Communications
by: Shawky, Mahmoud A., et al.
Published: (2023)

COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case
by: Giannopoulos, Anastasios, et al.
Published: (2025)

Experimental Performances of mmWave RIS-assisted 5G-Advanced Wireless Deployments in Urban Environments
by: Coskun, Ahmet Faruk, et al.
Published: (2025)

Two-Scale Spatial Deployment for Cost-Effective Wireless Networks via Cooperative IRSs and Movable Antennas
by: Gao, Ying, et al.
Published: (2026)

Data-Efficient Physics-Informed Learning to Model Synchro-Waveform Dynamics of Grid-Integrated Inverter-Based Resources
by: Tripathi, Shivanshu, et al.
Published: (2026)

xApp Empowered Resource Management for Non-Terrestrial Users in 5G O-RAN Networks
by: Qazzaz, Mohammed M. H., et al.
Published: (2026)

Non-Reciprocal Reconfigurable Intelligent Surfaces
by: Xu, Jiaqi, et al.
Published: (2024)