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Geodesic SOM: a spherical Self-Organizing Map

The investigation of new data structures and learning algorithms to improve a Self-Organizing Map for the purpose of Visual Analytics. more...

Supervisor(s): Takatsuka, Masahiro (Associate Professor)

Educational data mining

This project aims at mining the huge amount of electronic data collected by educational systems to discover useful information for teachers, learners and education researchers. Educ more...

Supervisor(s): Yacef, Kalina (Associate Professor)

High performance computational nanotechnology

This project seeks to develop these techniques for molecular simulations of liquid and solid states using parallel computational techniques. The developed algorithms will be used on more...

Supervisor(s): Jabbarzadeh, Ahmad (Dr)

Precoded multiuser MIMO and packet scheduling

Linear precoding for multiuser Multiple-Input Multiple-Output (MIMO) systems has attracted much attention recently due to the capacity enhancement ability at the system level. In th more...

Supervisor(s): Vucetic, Branka (Professor), Lin, Zihuai (Dr)

Interference Cancellation in Co-working WLANs

Capacity of cellular networks, such as 3G CDMA, B3G HSPA and LTE, are interference-limited. This means that the maximum number of users in each cell and overall system capacity main more...

Supervisor(s): Vucetic, Branka (Professor), Li, Yonghui (Professor)

Medical diagnostics for neonates in the developing world

There is an urgent clinical need to develop diagnostic devices to assess the health of newborns. For example the World Health Organisation estimates that malnutrition contributes to more...

Supervisor(s): McEwan, Alistair (Professor), Jin, Craig (Associate Professor), Leong, Philip (Professor)

Electrical Impedance Tomography for stroke, biophysical monitoring and medical device design

This project will involve simulation and test of an impedance spectroscopy device using electrical impedance models and saline based phantoms for its applicability in monitoring str more...

Supervisor(s): McEwan, Alistair (Professor), Jin, Craig (Associate Professor), Leong, Philip (Professor)

Impedance tomography for cardiac imaging: high speed tomography

This project will involve the development of a high speed 3D Electrical Impedance Tomography device for chest imaging to determine pulmonary and cardiac function. more...

Supervisor(s): McEwan, Alistair (Professor), Jin, Craig (Associate Professor), Leong, Philip (Professor)

Dynamic spectrum access for wireless multi-hop cognitive radio networks

Unlike the wired Internet, the wireless world has a limited amount of links to distribute. Consequently, the traditional regulation of spectrum requires a fundamental reform in orde more...

Supervisor(s): Li, Yonghui (Professor), Vucetic, Branka (Professor)

Cooperative communications for future wireless networks

The distributed nature of the wireless network provides unique opportunities for collaborative and distributed signal processing techniques that can potentially lead to significant more...

Supervisor(s): Li, Yonghui (Professor), Vucetic, Branka (Professor)