posted on 2025-03-12, 06:30authored byKIM KIM CHIA
This thesis is about identifying and solving the problem of demodulation with deep learning, design deep learning architecture that is suitable for resource-limited devices, and optimisation of the deep learning model to enhance performance while keeping complexity low. Demodulation is process that translate received radio frequency signal into information bits. It can be understood as a multi-class time series classification task in the deep learning perspective.
History
Campus location
Malaysia
Principal supervisor
Vishnu Monn
Year of Award
2025
Department, School or Centre
School of Information Technology (Monash University Malaysia)