papers

Publications (19)

physics.data-an2013

Towards the full information chain theory: answer depth and source models

Eugene Perevalov, David Grace

A problem of optimal information acquisition for its use in general decision making problems is considered. This motivates the need for developing quantitative measures of informat…

cs.NI2025

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network

Yi Chu, Mostafa Rahmani, Josh Shackleton +4

Cell-free multiple input multiple output (CF-MIMO) systems improve spectral and energy efficiencies using distributed access points (APs) to provide reliable service across an area…

cs.NI2025

Maximising Energy Efficiency in Large-Scale Open RAN: Hybrid xApps and Digital Twin Integration

Ahmed Al-Tahmeesschi, Yi Chu, Gurdeep Singh +4

The growing demand for high-speed, ultra-reliable, and low-latency communications in 5G and beyond networks has significantly driven up power consumption, particularly within the R…

cs.NI2026

Handling Interoperability Issues in 6G ORAN: Lessons Learned from Research Lab-based Integrations

Poonam Yadav, Yifan Liu, Mohit Bidikar +3

As 6G networks continue to evolve, the Open Radio Access Network (ORAN) framework is gaining prominence for its promise of network flexibility, vendor-neutral architecture, and enh…

eess.SP2025

Enhancing Open RAN Digital Twin Through Power Consumption Measurement

Ahmed Al-Tahmeesschi, Yi Chu, Josh Shackleton +4

The increasing demand for high-speed, ultra-reliable and low-latency communications in 5G and beyond networks has led to a significant increase in power consumption, particularly w…

cs.NI2025

Optimizing 6G Dense Network Deployment for the Metaverse Using Deep Reinforcement Learning

Jie Zhang, Swarna Chetty, Qiao Wang +4

As the Metaverse envisions deeply immersive and pervasive connectivity in 6G networks, Integrated Access and Backhaul (IAB) emerges as a critical enabler to meet the demanding requ…