Dilki Wijekoon
Contact
dilki.wijekoon@student.unimelb.edu.au
Thesis title
Autonomous Radio Access Networks Using Game Theory and AI/ML
Research overview
The research focuses on RAN automation using AI/ML and game theory for 6G wireless communications to enable efficient, self-optimizing resource management. Network entities are represented as strategic players in a game, while learning algorithms are used to continuously adapt to dynamic network conditions, enabling efficient and intelligent resource allocation. The framework aims to improve throughput, latency, fairness, and overall network performance while reducing human intervention
Supervisor
Prof Ampalavanapillai Nirmalathas
Qualifications
MSc in Department of Electrical and Computer Engineering, University of Manitoba, Canada
BSc in Department of Electrical and Electronics Engineering, University of Peradeniya, Sri Lanka