Published work spanning deep learning, wireless communications, and autonomous systems.
A novel approach to link adaptation in heterogeneous wireless networks, optimising last-mile connectivity through intelligent resource allocation and dynamic protocol adaptation.
Deep Neural Network-based Link Adaptation scheme for 5G NR Sub-6GHz networks. Optimises spectral efficiency by selecting the best Modulation and Coding Scheme.
Design and development of an intelligent ground vehicle prototype operating in constrained environments using advanced sensor fusion and machine learning algorithms.