activity
20232026
most citedNetMind: Adaptive RAN Baseband Function Placement by GCN Encoding and Maze-solving DRL

7 citations · 10 across the 16 of their papers we have counts for

collaborators
Showing cs.NIShow all

10 papers · 1 filter

cs.NI2026

The Price of Meaning: Quantifying Semantic Communication Overheads in Practice

Xinyi Lin, Peizheng Li, Adnan Aijaz

Semantic communication (SemCom) promises to reduce transmitted payloads by conveying task-relevant meaning instead of raw bits. However, practical SemCom also incurs semantic metad…

cs.NI2025

Satellite Direct-to-Device from Low Earth Orbit: Techno-Economic Analysis of a Global Non-Terrestrial Network

Adnan Aijaz, Peizheng Li, Sajida Gufran

Low Earth orbit (LEO) satellites and satellite direct-to-device (D2D) technology are at the heart of the next-generation global connectivity which promises direct access to space-b…

cs.NI2025

RL-Driven Semantic Compression Model Selection and Resource Allocation in Semantic Communication Systems

Xinyi Lin, Peizheng Li, Adnan Aijaz

Semantic communication (SemCom) is an emerging paradigm that leverages semantic-level understanding to improve communication efficiency, particularly in resource-constrained scenar…

cs.NI2024

Building the Self-Improvement Loop: Error Detection and Correction in Goal-Oriented Semantic Communications

Peizheng Li, Xinyi Lin, Adnan Aijaz

Error detection and correction are essential for ensuring robust and reliable operation in modern communication systems, particularly in complex transmission environments. However,…

cs.NI2024★ 7 cited

NetMind: Adaptive RAN Baseband Function Placement by GCN Encoding and Maze-solving DRL

Haiyuan Li, Peizheng Li, Karcius Day Assis +5

The disaggregated and hierarchical architecture of advanced RAN presents significant challenges in efficiently placing baseband functions and user plane functions in conjunction wi…

cs.NI2023

Open RAN meets Semantic Communications: A Synergistic Match for Open, Intelligent, and Knowledge-Driven 6G

Peizheng Li, Adnan Aijaz

Improving sustainability, enhancing spectral and energy efficiency, and bringing in-network intelligence and reasoning are the driving forces for 6G. In this context, semantic comm…

cs.NI2023

Open RAN for 5G Supply Chain Diversification: The BEACON-5G Approach and Key Achievements

Adnan Aijaz, Sajida Gufran, Tim Farnham +3

Open RAN brings multi-vendor diversity and interoperability to mobile/cellular networks. It is becoming part of governmental strategies for diversifying telecoms supply chains. Thi…

cs.NI2023

Demo: Integration of Marketplace for the 5G Open RAN Ecosystem

Tim Farnham, Sajida Gufran, Peizheng Li +1

The Open RAN API and interface standards facilitate the new ecosystems where distinct hardware and software components are brought together to build 5G systems. Key to this concept…

cs.NI2023

Demo: A Digital Twin of the 5G Radio Access Network for Anomaly Detection Functionality

Peizheng Li, Adnan Aijaz, Tim Farnham +2

Recently, the concept of digital twins (DTs) has received significant attention within the realm of 5G/6G. This demonstration shows an innovative DT design and implementation frame…

cs.NI2023★ 2 cited

Distributed Sensing, Computing, Communication, and Control Fabric: A Unified Service-Level Architecture for 6G

Dejan Vukobratović, Nikolaos Bartzoudis, Mona Ghassemian +8

With the advent of the multimodal immersive communication system, people can interact with each other using multiple devices for sensing, communication and/or control either onsite…