Reconfigurable System-on-Chip for Computer Network Appliances. As Internet connectivity becomes ubiquitous, so does the need for computer network security. As algorithms become more sophisticated, and network speeds increase, software-only implementations of network security applications become less feasible on small, embedded network appliances. This project investigates new computer architectures, based on reconfigurable System-on-Chip technology, which can improve algorithm speed through sp ....Reconfigurable System-on-Chip for Computer Network Appliances. As Internet connectivity becomes ubiquitous, so does the need for computer network security. As algorithms become more sophisticated, and network speeds increase, software-only implementations of network security applications become less feasible on small, embedded network appliances. This project investigates new computer architectures, based on reconfigurable System-on-Chip technology, which can improve algorithm speed through specialised instruction sets, hardware accelerators, and parallel processing. Research outcomes will be commercialised by the project's industry partner - a global leader in low-cost network security appliances.Read moreRead less
FPGA Controller Architectures for Safety Critical Applications. The project industry partner, Invensys Rail Systems, has a major design group in Australia, who work with railway signalling systems throughout the world. Invensys are keen to adopt new technologies to more efficiently and effectively implement signalling functions. However, the safety-critical nature of railway signalling means that any new technology must be analysed in detail to bring it to an acceptable technical readiness lev ....FPGA Controller Architectures for Safety Critical Applications. The project industry partner, Invensys Rail Systems, has a major design group in Australia, who work with railway signalling systems throughout the world. Invensys are keen to adopt new technologies to more efficiently and effectively implement signalling functions. However, the safety-critical nature of railway signalling means that any new technology must be analysed in detail to bring it to an acceptable technical readiness level. The outcomes of this research will be an improved technical readiness level for FPGAs in signalling systems, and this will allow Invensys' Australian design group to develop new technologies and allow them to compete more effectively in the global marketplace.Read moreRead less
Design guidelines for safety-critical controllers in high-risk environments. This project aims to generate novel product design guidelines for developing safer controllers for use by potentially stressed individuals in high-risk situations. It will do this by generating specific insights and verifying generalisable solutions from the context of total artificial heart recipients –who must engage with critical controllers constantly. This project expects to generate new knowledge in design by esta ....Design guidelines for safety-critical controllers in high-risk environments. This project aims to generate novel product design guidelines for developing safer controllers for use by potentially stressed individuals in high-risk situations. It will do this by generating specific insights and verifying generalisable solutions from the context of total artificial heart recipients –who must engage with critical controllers constantly. This project expects to generate new knowledge in design by establishing a new research topic around an under-examined user cohort. Expected outcomes of this project include interaction design theory developments and improved controller design techniques. This should provide significant benefits and competitive advantages by lowering stress and improving safety across a range of contexts.Read moreRead less
Individual animal management for grazing beef cattle. This research will significantly improve the ability of the Australian beef pastoral industry to stay competitive in the world market whilst improving animal welfare standards for the industry. Labour shortages in rural and regional areas of Australia are a major problem to the grazing industry. This research will not only help address the shortfall in unskilled labour but will provide the tools for addressing many human and animal welfare ....Individual animal management for grazing beef cattle. This research will significantly improve the ability of the Australian beef pastoral industry to stay competitive in the world market whilst improving animal welfare standards for the industry. Labour shortages in rural and regional areas of Australia are a major problem to the grazing industry. This research will not only help address the shortfall in unskilled labour but will provide the tools for addressing many human and animal welfare issues associated with cattle handling. Read moreRead less
Advancing hybrid imaging with magnetic resonance imaging and positron emission tomography (MRI-PET). This project aims to increase the utility, accessibility, cost-effectiveness and accuracy of magnetic resonance imaging and positron emission tomography (MRI-PET) hybrid imaging technology for brain tumour imaging. This project will develop new contrast agents, better ways of measuring their uptake including a new high sensitivity MRI-PET head coil and methods for predicting tumour progression us ....Advancing hybrid imaging with magnetic resonance imaging and positron emission tomography (MRI-PET). This project aims to increase the utility, accessibility, cost-effectiveness and accuracy of magnetic resonance imaging and positron emission tomography (MRI-PET) hybrid imaging technology for brain tumour imaging. This project will develop new contrast agents, better ways of measuring their uptake including a new high sensitivity MRI-PET head coil and methods for predicting tumour progression using imaging information.Read moreRead less
Tooth-mic Devices for Monitoring the Efficacy of Home-based Continuous Positive Airway Pressure (CPAP) Technology. Over 800,000 Australians suffer from Obstructive Sleep Apnea (OSA). OSA patients use twice the health resources compared to healthy people. They are 7 times more likely to cause traffic accidents; in NSW up to 43000 accidents/year are due to OSA. OSA is treatable & consequences such as strokes, diabetes & heart attacks are preventable. The standard OSA treatment is home-based Contin ....Tooth-mic Devices for Monitoring the Efficacy of Home-based Continuous Positive Airway Pressure (CPAP) Technology. Over 800,000 Australians suffer from Obstructive Sleep Apnea (OSA). OSA patients use twice the health resources compared to healthy people. They are 7 times more likely to cause traffic accidents; in NSW up to 43000 accidents/year are due to OSA. OSA is treatable & consequences such as strokes, diabetes & heart attacks are preventable. The standard OSA treatment is home-based Continuous Positive Airway Pressure Therapy. Unfortunately, no effective technique exists to measure the efficacy of the treatment. We propose enabling solutions to this problem via developing technology centered on breathing sound analysis. The project proposes joint work with a US-company facilitating access to advanced technology highly beneficial to Australia.Read moreRead less
Development of new lead-free solders for use on aluminium conductors in photovoltaic systems and electric vehicles. This project will tackle a longstanding environmental issue within electrical and electronic industries through developing lead-free solder alloys for use on relatively low cost aluminium substrates. As aluminium is a very light metal, this research will have significant impact on the development of photovoltaic devices and electric vehicles. The developed technology will also prom ....Development of new lead-free solders for use on aluminium conductors in photovoltaic systems and electric vehicles. This project will tackle a longstanding environmental issue within electrical and electronic industries through developing lead-free solder alloys for use on relatively low cost aluminium substrates. As aluminium is a very light metal, this research will have significant impact on the development of photovoltaic devices and electric vehicles. The developed technology will also promote the use of aluminium alloys and bring direct benefit to Australian mining and light metal industries.Read moreRead less
Reducing the risks associated with developing large-scale, critical software-integrated systems. Industry, government and defence increasingly rely on large-scale, critical software-integrated systems. The scale and complexity of these systems means current methods of analysing, designing and assuring their dependability are struggling to provide the constructive support and assurance that is demanded. Consequently, there are significant risks of cost and schedule overruns and of system problems ....Reducing the risks associated with developing large-scale, critical software-integrated systems. Industry, government and defence increasingly rely on large-scale, critical software-integrated systems. The scale and complexity of these systems means current methods of analysing, designing and assuring their dependability are struggling to provide the constructive support and assurance that is demanded. Consequently, there are significant risks of cost and schedule overruns and of system problems and failures. This project builds on results from our current collaboration - a new method for modelling, analysis and defect detection for the requirements of large-scale systems. We will develop and scale-up to industry strength, simpler, more powerful, strategies for analysing, designing and providing the high level of assurance required.Read moreRead less
Defending AI based FinTech Systems against Model Extraction Attacks. This project aims to develop new methods for defending artificial intelligence (AI) based FinTech systems from highly potent and insidious model extraction attacks whereby an adversary can steal the AI model from the system to cause intellectual property (IP) violation, business advantage disruption, and financial loss. This can be achieved by examining various attack models, creating active and utility-preserving defences, and ....Defending AI based FinTech Systems against Model Extraction Attacks. This project aims to develop new methods for defending artificial intelligence (AI) based FinTech systems from highly potent and insidious model extraction attacks whereby an adversary can steal the AI model from the system to cause intellectual property (IP) violation, business advantage disruption, and financial loss. This can be achieved by examining various attack models, creating active and utility-preserving defences, and inventing non-removable watermarks on AI models. The outcomes are new tools for securing AI-based FinTech systems before deployment and tools for IP violation forensics post-deployment. Such capabilities are beneficial by improving the security and safety of FinTech systems and other nationally critical AI systems.Read moreRead less
Investigation of a Dynamic Collaborative Framework for Multi-Modal Devices. Modern business and society increasingly call for agility through the rapid formation of groups and collaboration of individuals. Mobile computing devices have the potential to enable this collaboration. However this is currently unrealised; software is not keeping up with hardware. This project aims to investigate techniques and software tools to provide an adaptive framework for multimedia-rich applications, which seam ....Investigation of a Dynamic Collaborative Framework for Multi-Modal Devices. Modern business and society increasingly call for agility through the rapid formation of groups and collaboration of individuals. Mobile computing devices have the potential to enable this collaboration. However this is currently unrealised; software is not keeping up with hardware. This project aims to investigate techniques and software tools to provide an adaptive framework for multimedia-rich applications, which seamlessly support collaboration through multi-modal communications between heterogenous mobile devices. This combination of multimedia, smart devices and advanced communications has the potential to revolutionise many key industries by making information available and manipulable in new and better ways.Read moreRead less