Electrical and Electronic Engineering - Theses
Now showing items 1-10 of 238
Optimization and deep learning techniques for next-generation wireless communication networks
Due to the explosive growth of consumer electronic devices, such as smartphones, tablets, and the Internet of Things, the global mobile data traffic is estimated to increase seven fold by 2022 in the fifth generation (5G) ...
An Input-Output Framework for Stability and Performance Analysis of Networked Systems
A framework is developed for analyzing networked feedback interconnections of dynamical systems. The framework accommodates linear time-invariant open-loop dynamics and a range of digital network characteristics, including ...
A general estimation framework for nonlinear singularly perturbed systems
Estimation of unmeasured variables is a central objective in a broad range of applications. However, the estimation process turns into a challenging task when the underlying model is nonlinear and even more so when ...
The impact of inverter based systems on power grid stability
Driven by urgent concerns about the impact of greenhouse gas emissions and associated global warming, electric power systems around the world are currently undergoing a rapid transformation away from traditional carbon ...
Advanced management of residential battery energy storage in future distribution networks
In recent years, Australia and many other countries have seen a sharp rise in the number of residential solar photovoltaic (PV) system installations. This trend has also driven the adoption of residential battery energy ...
Plasmonic devices based on vanadium dioxide for optical communication
There is an ever-increasing demand in bandwidth and data rate in optical communications, internet, sensing, computing, machine learning applications and cloud computing. For chip-level communications, existing complementary ...
Consumer roles in the future electricity system
Electricity systems are complicated and are becoming more complicated as they accommodate social demands, political demands, and consumer demands. The aim of this thesis is to increase our understanding of consumer roles ...
Analysing irregularity and complexity in short-length heart rate variability signals
Heart rate variability (HRV) analysis is a powerful non-invasive means to help diagnose several cardiac ailments. The non-linear and non-stationary nature of HRV necessitates the use of non-linear statistics such as ...
Electrohydrodynamic printing of all metal oxide electronics
Current design and fabrication methodologies for electronic circuits are both time consuming and prohibitively costly. The processes for building transistors and other circuit components require multiple stages including ...
Learning sparse methods for multi-subject brain data analysis via dictionary learning
Functional Magnetic Resonance Imaging (fMRI) is a non-invasive neuroimaging technique that has emerged as one of the most utilized imaging modalities for mapping brain regions involved in the cognitive processes. In recent ...