Project TitleQoS-Driven Beamforming Optimization for Cell-Free Massive MIMO (CF-mMIMO) Systems
LocationSg Long Campus
Entry Requirement1. Fluent in Writing and Reading in English
2. Basic MATLAB/C/C++/Python
3. Bachelor of Engineering (Hons) in Electrical/Electronic/Telecommunication Engineering OR Bachelor of Science in Applied Mathematics/Computer Science/Software Engineering
Specific Skills / Knowledge Required1. Formulate a generic quality-of-services (QoS)-constrained beamforming optimization problem for cell-free massive MIMO (CF-mMIMO) systems.
2. Develop a low computational complexity beamforming optimization algorithm for CF-mMIMO systems.
3. Evaluate the proposed beamforming optimization algorithm's convergence behavior and system performance for the CF-mMIMO systems.
4. Publicize the research works into a Master's thesis, one journal paper and one conference paper.

Field of Study Related to the Research Project Engineering (Master of Engineering Science)
How to ApplyIf you are interested, please contact Dr. Justin Lee Bing via email at