5 papers
Understanding BBRv3 Performance in AQM-Enabled WiFi Networks
Shyam Kumar Shrestha, Jonathan Kua, Shiva Raj Pokhrel
We present a modular experimental testbed and lightweight visualization tool for evaluating TCP congestion control performance in wireless networks. We compare Google's latest Bott…
Intelligent Spectrum Management in Satellite Communications
Rakshitha De Silva, Shiva Raj Pokhrel, Jonathan Kua +1
Satellite Communication (SatCom) networks represent a fundamental pillar in modern global connectivity, facilitating reliable service and extensive coverage across a plethora of ap…
Task Allocation for Autonomous Machines using Computational Intelligence and Deep Reinforcement Learning
Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Jonathan Kua +3
Enabling multiple autonomous machines to perform reliably requires the development of efficient cooperative control algorithms. This paper presents a survey of algorithms that have…
Cloud-Fog Automation: The New Paradigm towards Autonomous Industrial Cyber-Physical Systems
Jiong Jin, Zhibo Pang, Jonathan Kua +4
Autonomous Industrial Cyber-Physical Systems (ICPS) represent a future vision where industrial systems achieve full autonomy, integrating physical processes seamlessly with communi…
Adapting Large Language Models for Improving TCP Fairness over WiFi
Shyam Kumar Shrestha, Shiva Raj Pokhrel, Jonathan Kua
The new transmission control protocol (TCP) relies on Deep Learning (DL) for prediction and optimization, but requires significant manual effort to design deep neural networks (DNN…