Early Career Industry Fellowships - Grant ID: IE230100675
Funder
Australian Research Council
Funding Amount
$443,486.00
Summary
Improving carer’s quality of life and quality of care. This project will improve the ability of Carers Australia and the Department of Social Services to evaluate and enhance the success of services they implement to support Australia’s 2.7 million unpaid carers. Currently little is known about which support and services most help improve quality of life for carers, and the quality of care they provide, despite strong evidence of a quality of life crisis amongst carers. By collecting cross secti ....Improving carer’s quality of life and quality of care. This project will improve the ability of Carers Australia and the Department of Social Services to evaluate and enhance the success of services they implement to support Australia’s 2.7 million unpaid carers. Currently little is known about which support and services most help improve quality of life for carers, and the quality of care they provide, despite strong evidence of a quality of life crisis amongst carers. By collecting cross sectional and longitudinal data to build on an existing data set, this project will enable evidence-based design and delivery of services that support carers socially, emotionally and financially while enabling them to provide high quality care.Read moreRead less
Optimising throughput and Delay in network coded systems. This project addresses one main disadvantage of network coding: decoding delay. By solving this issue, we will unlock the true potential of network coding: delivery of high data rates in wireless and wireline networks. This will make network coding an attractive choice for live video streaming and mission-critical delay-sensitive applications.
Exploring processes of change in parenting interventions for high-risk parents. This study will identify the timing and triggers of change in parents as they participate over 18 months in an intensive therapeutic parenting program. The findings will inform planners and service providers about the most effective features of such programs to facilitate change in parents at risk of abuse and neglect of their children.
Gambling and Pathways into Homelessness. Does gambling contribute to homelessness in Australia? What aspects of gambling are most likely to contribute to the incidence of homelessness and how does this relate to other dimensions of addictive behaviour? This project examines the role of gambling as a trigger of homelessness through direct means such as evictions and loss of employment, as well as indirect pathways such as serving as a contributing to the incidence of domestic violence and famil ....Gambling and Pathways into Homelessness. Does gambling contribute to homelessness in Australia? What aspects of gambling are most likely to contribute to the incidence of homelessness and how does this relate to other dimensions of addictive behaviour? This project examines the role of gambling as a trigger of homelessness through direct means such as evictions and loss of employment, as well as indirect pathways such as serving as a contributing to the incidence of domestic violence and family breakdown. The research will examine what types of intervention - at what points in the pathway into homelessness - are likely be most effective. The research will lead to better policies and the enhanced delivery of services to this vulnerable population.Read moreRead less
Intelligent CRM through Conjoint Data Mining of Heterogeneous Sources. This project aims to investigate and develop techniques to improve customer relationship management (CRM) for public and private organisations. It aims to develop an intelligent framework to assist in adaptive marketing and management of customers. The framework is designed to manage multiple information resources for information sharing, and to synthesise knowledge through visualisation. Intended outcomes are standardised XM ....Intelligent CRM through Conjoint Data Mining of Heterogeneous Sources. This project aims to investigate and develop techniques to improve customer relationship management (CRM) for public and private organisations. It aims to develop an intelligent framework to assist in adaptive marketing and management of customers. The framework is designed to manage multiple information resources for information sharing, and to synthesise knowledge through visualisation. Intended outcomes are standardised XML profiles for the different data sets and business processes, novel techniques for conjoint mining of structured and semi-structured data, and adaptive business intelligence techniques. The results will be validated using large real-world data sets provided by the partner organisation.Read moreRead less
Optimum cross-layer design in wireless communication systems with channel uncertainty. For wireless communications to be part of Australia's information delivery infrastructure, including the National Broadband Network, requires improvements in reliability, speed and cost effectiveness over current technologies. The assembled world class research team has the objective to develop advanced design techniques to meet this challenge.
Signal Processing for Reconfigurable Antennas – a Multidisciplinary Approach for Next Generation Wireless Communications. To satisfy the enormous demand for wireless applications with scarce radio spectrum, new technologies must be researched, developed, and then employed. Reconfigurable antennas, through morphing their physical structures with various switches, can adapt to the radio propagation environment, thereby increasing spectrum efficiency and power efficiency of wireless communications. ....Signal Processing for Reconfigurable Antennas – a Multidisciplinary Approach for Next Generation Wireless Communications. To satisfy the enormous demand for wireless applications with scarce radio spectrum, new technologies must be researched, developed, and then employed. Reconfigurable antennas, through morphing their physical structures with various switches, can adapt to the radio propagation environment, thereby increasing spectrum efficiency and power efficiency of wireless communications. This project aims to design signal processing algorithms for achieving all the benefits that reconfigurable antennas can provide for wireless communications. An important outcome of this research is sound channel models validated by extensive field measurement data.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100863
Funder
Australian Research Council
Funding Amount
$405,398.00
Summary
Privacy Coupling: When Your Personal Devices Betray You. This project aims to propose novel privacy preserving schemes that can protect the privacy of individuals in the era of Internet of things and machine learning. In the recent years, most Australian organizations have been a target of privacy and cybersecurity attacks, affecting their data and network systems. The expected outcomes of this project are privacy preserving schemes that can prevent attackers from compromising the private inform ....Privacy Coupling: When Your Personal Devices Betray You. This project aims to propose novel privacy preserving schemes that can protect the privacy of individuals in the era of Internet of things and machine learning. In the recent years, most Australian organizations have been a target of privacy and cybersecurity attacks, affecting their data and network systems. The expected outcomes of this project are privacy preserving schemes that can prevent attackers from compromising the private information of individuals in IoT and machine learning services, and thus significantly improve the protection against cybersecurity attacks. Significant benefits in social wellbeing and security are expected for all industry, government, and service sectors that collect data about people.Read moreRead less
Realizable Synchronization Techniques: Unlocking the Potential of Future Wireless Networks. Wireless networks are undergoing an exciting paradigm shift from carefully planned cellular networks to heterogeneous networks (coexistence of a multitude of base stations of different types), where users may also be equipped with wireless energy harvesting capability. A fundamental requirement of these next generation technologies is the need to achieve synchronisation among the different base stations a ....Realizable Synchronization Techniques: Unlocking the Potential of Future Wireless Networks. Wireless networks are undergoing an exciting paradigm shift from carefully planned cellular networks to heterogeneous networks (coexistence of a multitude of base stations of different types), where users may also be equipped with wireless energy harvesting capability. A fundamental requirement of these next generation technologies is the need to achieve synchronisation among the different base stations and mobile users. This project will develop the fundamental theory and advanced synchronisation techniques for future wireless networks. The expected outcomes will enable wireless networks to meet the increasing demand for higher data rates and extend the battery life of mobile users, benefitting the consumers and the Australian economy.Read moreRead less
Context-aware mobile decision support systems for medical emergency management in mass gatherings. This project contributes to gaining a clearer understanding of the nature and requirements of medical emergency during mass gathering events. We will build and test a mobile real time decision support tool for improving efficiency of medical decisions to strengthen Australia's ability to manage potential health- related hazards. This project addresses research priorities of promoting and maintainin ....Context-aware mobile decision support systems for medical emergency management in mass gatherings. This project contributes to gaining a clearer understanding of the nature and requirements of medical emergency during mass gathering events. We will build and test a mobile real time decision support tool for improving efficiency of medical decisions to strengthen Australia's ability to manage potential health- related hazards. This project addresses research priorities of promoting and maintaining good health. It capitalizes on smart information use and will be of great benefit to mass gatherings emergency management. This project will also train highly qualified IT specialists critical to Australia's scientific and industrial development, thus increasing our competitiveness in information technology R&D. Read moreRead less