Investigations into machine learning applications in link analysis. Link analysis is an emerging tool for the detection of patterns in structured data. The detection of pattern in such data can lead to the detection of fraud occurrence, security breaches in computer systems, and patterns of social interactions with a community. It is also popularly applied to applications such as Web search engine designs and marketing analysis. This project aims to advance the area of link analysis by allowing ....Investigations into machine learning applications in link analysis. Link analysis is an emerging tool for the detection of patterns in structured data. The detection of pattern in such data can lead to the detection of fraud occurrence, security breaches in computer systems, and patterns of social interactions with a community. It is also popularly applied to applications such as Web search engine designs and marketing analysis. This project aims to advance the area of link analysis by allowing the incorporation of contextual information which accounts for relationships among actors properly. Advances in link detection will allow improvements in security and Web services on which a wide field of national bodies rely. This project can help to place Australia at the forefront of this research area.Read moreRead less
A new erasure resilient technique for encoding internet packets. Efficient internet communication tolerates losing some packets sent across the web by sending a bit more information than is required. Any holes in the transmission can be repaired using the redundant data. We propose a new transmission protocol that is much simpler to encode and repairs broken messages faster. This new approach, based on sending data plus summed versions of itself, has generic applicability across all packet switc ....A new erasure resilient technique for encoding internet packets. Efficient internet communication tolerates losing some packets sent across the web by sending a bit more information than is required. Any holes in the transmission can be repaired using the redundant data. We propose a new transmission protocol that is much simpler to encode and repairs broken messages faster. This new approach, based on sending data plus summed versions of itself, has generic applicability across all packet switched information networks.Read moreRead less
Design of Secure Electronic Voting Systems. It is inevitable that electronic voting will eventually replace current paper based voting schemes. The main outcome of the research will be the fundamental knowledge required to develop secure electronic voting schemes. The security aspects of the design will be thoroughly analysed to ensure that the integrity of the ballot is maintained without compromising user privacy. The practical aspects of implementing such a system will also be investigated ....Design of Secure Electronic Voting Systems. It is inevitable that electronic voting will eventually replace current paper based voting schemes. The main outcome of the research will be the fundamental knowledge required to develop secure electronic voting schemes. The security aspects of the design will be thoroughly analysed to ensure that the integrity of the ballot is maintained without compromising user privacy. The practical aspects of implementing such a system will also be investigated and a prototype implementation provided. The project will combine the expertise in electronic voting schemes at QUT with that of Dr Lee.Read moreRead less
CNTs-modified polymer composites for tribological applications. The growth of the Australian economy relies on continuous improvements in all sectors of production, manufacturing, operation and management where tribology is playing a significant role. System failure relevant to wear and friction over years and its impact on the Australian economy have continued to be a challenge for the community in the new century. The project is at the forefront of materials research, and the outcomes will pro ....CNTs-modified polymer composites for tribological applications. The growth of the Australian economy relies on continuous improvements in all sectors of production, manufacturing, operation and management where tribology is playing a significant role. System failure relevant to wear and friction over years and its impact on the Australian economy have continued to be a challenge for the community in the new century. The project is at the forefront of materials research, and the outcomes will provide (1) novel technical ways to optimise tribological performance of industrial contacting components, and (2) development of new wear resistant materials. The project will give Australia a competitive edge in the advances of tribology and nanotechnologyRead moreRead less
An Integrated Ground Deformation Monitoring System Based on the Integration of InSAR, GPS and GIS Technologies. Interferometric Synthetic Aperture Radar (InSAR) can be used to monitor ground deformation at high spatial resolution. When integrated with Global Positioning Systems (GPS) so that atmospheric disturbance in InSAR result can be corrected, deformation can be resolved at sub-centimetre accuracy. The corrected InSAR result can be exported as a data layer into Geographic Information System ....An Integrated Ground Deformation Monitoring System Based on the Integration of InSAR, GPS and GIS Technologies. Interferometric Synthetic Aperture Radar (InSAR) can be used to monitor ground deformation at high spatial resolution. When integrated with Global Positioning Systems (GPS) so that atmospheric disturbance in InSAR result can be corrected, deformation can be resolved at sub-centimetre accuracy. The corrected InSAR result can be exported as a data layer into Geographic Information Systems (GIS) for further analysis. In collaboration with Hong Kong Polytechnic University researchers, the integrated InSAR-GPS-GIS system will be tested in both Hong Kong and Australia. The expected outcomes include a suite of algorithms and software tools capable of operational, cost-effective ground deformation monitoring.Read moreRead less
Supercomputer Simulation of Multiscale Dynamic Behaviour in Multiphase Deformable Porous Media. This project will establish and consolidate links between leading groups in China and Australia to develop a new and unique multiscale computational model and algorithm for simulating multiphase nonlinear behaviours of the porous media under dynamic loading conditions, and improve technology transfer between the two groups by the mobility of the ARC International Fellow. This will aid Australian geosc ....Supercomputer Simulation of Multiscale Dynamic Behaviour in Multiphase Deformable Porous Media. This project will establish and consolidate links between leading groups in China and Australia to develop a new and unique multiscale computational model and algorithm for simulating multiphase nonlinear behaviours of the porous media under dynamic loading conditions, and improve technology transfer between the two groups by the mobility of the ARC International Fellow. This will aid Australian geoscience and mining industry, such as in HFR geothermal/UCG energy facility design, construction, risk assessment and production and could help Australia shift away from greenhouse gases and become a world leader in the emerging worldwide HFR geothermal/UCG industry.Read moreRead less
Deep Coal Mining. The occurrence of progressively larger gas outbursts, coal bumps, and the potential for the catastrophic collapse of coal pillars is of increasing importance as mining drives deeper in seams rich in methane and other hydrocarbons. This study will address this issue by examining the roles of stress level, strain-rate, gas desorption rate, and drained and undrained gas and liquid pressures in the dynamic failure of coal, while simultaneously evaluating the promise and fidelity of ....Deep Coal Mining. The occurrence of progressively larger gas outbursts, coal bumps, and the potential for the catastrophic collapse of coal pillars is of increasing importance as mining drives deeper in seams rich in methane and other hydrocarbons. This study will address this issue by examining the roles of stress level, strain-rate, gas desorption rate, and drained and undrained gas and liquid pressures in the dynamic failure of coal, while simultaneously evaluating the promise and fidelity of a variety of hazard indices and precursive signals.Read moreRead less
Characterisation and fabrication of nanophotonic devices based on multi-layer stacks. The aim of this proposal is to continue the existing collaborative project on fabrication and characterisation of nanophotonic devices based on the multi-layer stack method. The project will integrate the state-of-the-art techniques in the respective collaborating universities to fabricate a nano-probe which can produce an evanescent field approximately four orders of magnitude stronger than that under the conv ....Characterisation and fabrication of nanophotonic devices based on multi-layer stacks. The aim of this proposal is to continue the existing collaborative project on fabrication and characterisation of nanophotonic devices based on the multi-layer stack method. The project will integrate the state-of-the-art techniques in the respective collaborating universities to fabricate a nano-probe which can produce an evanescent field approximately four orders of magnitude stronger than that under the conventional condition. This novel probe provides a key to the successful fabrication of innovative nanophotonic devices including photonic transistors, photonic circuits, high-density data storage disks and drives, nano-motors and biochips, which underpin biotechnology, information technology and optical computing technology.Read moreRead less
A novel spectrum encoding technology using nanoparticles for high-density, high-speed information coding and retrieval. The key-sector in high tech markets has been the photonics industry over the last decade, and it will continue to revolutionise our ways of information storage, processing and transfer for the next 10 to 20 years. The current project of novel spectrum-encoding technology will prove to be the key technological innovation in photonics (one of the National Research Priorities), w ....A novel spectrum encoding technology using nanoparticles for high-density, high-speed information coding and retrieval. The key-sector in high tech markets has been the photonics industry over the last decade, and it will continue to revolutionise our ways of information storage, processing and transfer for the next 10 to 20 years. The current project of novel spectrum-encoding technology will prove to be the key technological innovation in photonics (one of the National Research Priorities), which will not only meet the growing demands of the consumer market, but also continue to drive the industry and create new markets. This is in line with the Priority Goals set by the Minister for Education, Science and Training, as it will put Australia into the unique position in the information age.Read moreRead less
Robust Beamforming for Radar Imaging. The impact of radar imaging technologies on security and search and rescue operations is indisputable. They play a vital role in safeguarding a country from terrorism and crime, protecting its borders, and predicting adverse weather patterns. Searching for survivors in disaster areas such as earthquakes and fires can greatly benefit from the proposed research. Law-enforcement officers can employ radar imaging technology to enable accurate determination of t ....Robust Beamforming for Radar Imaging. The impact of radar imaging technologies on security and search and rescue operations is indisputable. They play a vital role in safeguarding a country from terrorism and crime, protecting its borders, and predicting adverse weather patterns. Searching for survivors in disaster areas such as earthquakes and fires can greatly benefit from the proposed research. Law-enforcement officers can employ radar imaging technology to enable accurate determination of targets of interest, obstacles, weapons, victims, outlaws, and hostages inside enclosed structures or buildings. The proposed research and its findings will support the development of cutting edge radar imaging research and technology in Australia.Read moreRead less