Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research ....Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research will include new data privacy models, new privacy-preserving data mining algorithms, and a prototype of cloud data mining software. These will help businesses cut costs for data mining and privacy protection, and provide significant benefits toward helping Australia achieve its national cyber security strategy and potentially provide economic impact from commercialisation of new software technology for the industry partner.Read moreRead less
Wideband Silicon-Based Radio-Frequency Front-End Module for 5G New Radio . The project aims to advance knowledge in radio-frequency integrated circuit design in low-cost silicon technologies, particularly power amplifiers design with enhanced energy efficiency at output power back-off levels. The intended outcome of this project will be a wideband RF front-end module with beam steering capability that can cover the 24-50 GHz spectrum band. This will ultimately enable the creation of a low-cost a ....Wideband Silicon-Based Radio-Frequency Front-End Module for 5G New Radio . The project aims to advance knowledge in radio-frequency integrated circuit design in low-cost silicon technologies, particularly power amplifiers design with enhanced energy efficiency at output power back-off levels. The intended outcome of this project will be a wideband RF front-end module with beam steering capability that can cover the 24-50 GHz spectrum band. This will ultimately enable the creation of a low-cost and energy-efficient 5G millimetre-wave network that could potentially trigger the development of ultra-reliable low latency communications, which is critical for emerging intelligent transportation systems and will maintain Australia’s leadership position in the development of break-through wireless technology.Read moreRead less
Low-Cost Wireless Transmitter with Compact Package for Industrial Sensing . This project aims to provide a solid foundation for silicon-based transmitter design with beam-steering capability operating beyond 100 GHz. The project expects to advance knowledge in low-cost radio-frequency integrated circuit design with miniaturised packaging technology for use in industrial sensing. Expected outcomes of this project include a prototype consisting of a miniaturised 140-GHz phased-array transmitter wi ....Low-Cost Wireless Transmitter with Compact Package for Industrial Sensing . This project aims to provide a solid foundation for silicon-based transmitter design with beam-steering capability operating beyond 100 GHz. The project expects to advance knowledge in low-cost radio-frequency integrated circuit design with miniaturised packaging technology for use in industrial sensing. Expected outcomes of this project include a prototype consisting of a miniaturised 140-GHz phased-array transmitter with packaged antenna arrays, along with a developed selection guideline to choose the "best" silicon-based technology node for cost-effective design. This should provide benefits for organisations working on wireless sensing technologies and lead to new ways of using these technologies for a variety of emerging applications.Read moreRead less
Advanced metallisation for III-V Photovoltaic Solar Power Systems. This project aims to augment the overall electrical efficiency of concentrator photovoltaic solar systems that provide large-scale generation of cheap, clean electricity. Existing concentrator solar cells are highly efficient (>40%) but their performance is hampered by thick front-metal contacts that shade the cell. The project is expected to develop a new concentrator solar cell metalisation and insulation technology. The benefi ....Advanced metallisation for III-V Photovoltaic Solar Power Systems. This project aims to augment the overall electrical efficiency of concentrator photovoltaic solar systems that provide large-scale generation of cheap, clean electricity. Existing concentrator solar cells are highly efficient (>40%) but their performance is hampered by thick front-metal contacts that shade the cell. The project is expected to develop a new concentrator solar cell metalisation and insulation technology. The benefit of the project will be a direct increase in the system efficiency and simplified manufacturing of the concentrator solar receiver, which in turn reduces the cost of the concentrator power plant constructed by our Australian project partner RayGen Resources Pty Ltd.Read moreRead less
Individualized cochlear implant sound coding: Optimized algorithms for better hearing. One in six Australians is affected by hearing loss. Hearing loss impacts on a person's educational and employment opportunities, resulting in a significant economic impact upon Australia. Over 10% of people with hearing impairment have a severe or profound hearing loss and may be candidates for a cochlear implant. Current cochlear implant sound processing only offers limited benefit to users. This project repr ....Individualized cochlear implant sound coding: Optimized algorithms for better hearing. One in six Australians is affected by hearing loss. Hearing loss impacts on a person's educational and employment opportunities, resulting in a significant economic impact upon Australia. Over 10% of people with hearing impairment have a severe or profound hearing loss and may be candidates for a cochlear implant. Current cochlear implant sound processing only offers limited benefit to users. This project represents a truly innovative pathway forward in the development of cochlear implant sound coding that could substantially increase the speech perception of users, enabling these people to become and remain active and productive members of our community.Read moreRead less
Narrative reformulation of museological data: the coherent representation of information by users in interactive systems. The proposed research seeks to provide Australia with a long-term opportunity to enhance its involvement in the billion-dollar creative economy by building the world’s first immersive 360-degree interactive data browser. Research into such systems benefits society by providing a cutting-edge development in digital technology and information access that enables a creative inno ....Narrative reformulation of museological data: the coherent representation of information by users in interactive systems. The proposed research seeks to provide Australia with a long-term opportunity to enhance its involvement in the billion-dollar creative economy by building the world’s first immersive 360-degree interactive data browser. Research into such systems benefits society by providing a cutting-edge development in digital technology and information access that enables a creative innovation culture. Through applied research into the narrative forms that underpin museological archives, this study will ensure that Australia remains at the forefront of the growing world-wide research into interactive technology thereby assisting the global digital media industry to tackle emergent challenges. 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
Data-driven Traffic Analytics for Incident Analysis and Management. Traffic incidents are among the primary concerns of all transport authorities around the world due to their significant impact in terms of traffic congestion and delay, air and noise pollution, and management cost. This project aims to address incident analysis and management in complex and multi-modal traffic networks by combining multidisciplinary research efforts from transportation engineering and data science. The intended ....Data-driven Traffic Analytics for Incident Analysis and Management. Traffic incidents are among the primary concerns of all transport authorities around the world due to their significant impact in terms of traffic congestion and delay, air and noise pollution, and management cost. This project aims to address incident analysis and management in complex and multi-modal traffic networks by combining multidisciplinary research efforts from transportation engineering and data science. The intended outcomes will be an innovative incident analysis and management framework synergising traffic data analytics and traffic simulation modelling as well as its key enabling techniques and prototype systems. This will significantly help mitigate incident impacts on daily commuters.Read moreRead less
Exploring Botanic Gardens Herbarium's value, via Environmental Aesthetics. . The project aims to aesthetically redefine engagement with the plant collection at Royal Botanic Gardens Herbarium (RBG) Sydney and to communicate its artistic, cultural and heritage value to the public through a Public Program of creative arts case studies. It's expected that new insights will arise from an environmental art methodology utilising the digitisation of the Herbarium specimens, so that audiences can intera ....Exploring Botanic Gardens Herbarium's value, via Environmental Aesthetics. . The project aims to aesthetically redefine engagement with the plant collection at Royal Botanic Gardens Herbarium (RBG) Sydney and to communicate its artistic, cultural and heritage value to the public through a Public Program of creative arts case studies. It's expected that new insights will arise from an environmental art methodology utilising the digitisation of the Herbarium specimens, so that audiences can interactively experience the plant archive through narratives that activate plants as underpinning ecosystems. Benefits to partners RBG, Bundanon Trust and Open Humanities Press will include the digital expansion of audience engagement with the Herbarium at RBG and Mt Annan and communication of collection’s significance.Read moreRead less
The BYSTANDER FIELD: immersive 'feedback' environments for exhibiting and dramatically interacting with semiotic, aesthetic and emotional patterns in archived imagery. The BYSTANDER FIELD investigates dramatic new ways to exhibit, interrogate and interpret archived imagery. Immersing visitors bodily in a 'turbulent' environment of user-activated images, sounds and texts, all cross-referenced and inter-dependent, the project encourages interactive comprehension of cultural collections and the so ....The BYSTANDER FIELD: immersive 'feedback' environments for exhibiting and dramatically interacting with semiotic, aesthetic and emotional patterns in archived imagery. The BYSTANDER FIELD investigates dramatic new ways to exhibit, interrogate and interpret archived imagery. Immersing visitors bodily in a 'turbulent' environment of user-activated images, sounds and texts, all cross-referenced and inter-dependent, the project encourages interactive comprehension of cultural collections and the societies that spawned them.
The research method is iterative and evolutionary: critique of existing literature, designs and technologies; repeated, rapid prototyping leading to test-exhibit; final critique of user-experience; report on knowledge generated.
Outcomes are theoretical and practical: reports delivering new knowledge; audience-tested systems of display and interpretation which are scaleable to several museological and architectural scenarios.Read moreRead less