Discovery Early Career Researcher Award - Grant ID: DE210100019
Funder
Australian Research Council
Funding Amount
$408,000.00
Summary
A Scalable and Adaptive-Resilient Blockchain. This project aims to address the security and scalability challenges that limit blockchain adoption. Existing blockchains do not scale and are vulnerable to attacks (e.g. with a total loss of over US$1 billion in 2019). This project expects to improve security by adaptively enforcing the currently broken security assumptions, and to improve scalability by designing blockchains with high concurrency via relaxed criteria on the ordering of transactions ....A Scalable and Adaptive-Resilient Blockchain. This project aims to address the security and scalability challenges that limit blockchain adoption. Existing blockchains do not scale and are vulnerable to attacks (e.g. with a total loss of over US$1 billion in 2019). This project expects to improve security by adaptively enforcing the currently broken security assumptions, and to improve scalability by designing blockchains with high concurrency via relaxed criteria on the ordering of transactions. The expected outcomes include foundations and practical solutions for self-adaptive, secure and scalable blockchains. The benefits of this would be improved confidence in and capacity for building blockchain applications, which have a predicted value of over US$3.1 trillion by 2030.Read moreRead less
Performing cold microwave measurements with warm diamonds. Detecting weak microwave signals at room temperature is an exceptionally difficult task, due to the excessive thermal microwave noise that exists all around us. At present, the best microwave receivers must be cooled to cryogenic temperatures, restricting their widespread use. This project aims to apply diamond-based quantum technologies to achieve unprecedented microwave signal detection sensitivities with a room-temperature setup, prov ....Performing cold microwave measurements with warm diamonds. Detecting weak microwave signals at room temperature is an exceptionally difficult task, due to the excessive thermal microwave noise that exists all around us. At present, the best microwave receivers must be cooled to cryogenic temperatures, restricting their widespread use. This project aims to apply diamond-based quantum technologies to achieve unprecedented microwave signal detection sensitivities with a room-temperature setup, providing more accessible ultra-low noise detectors. The ability to measure weak microwave signals is crucial for a range of sectors and the results of this project are expected to have applications in defence (radar), space exploration (satellite communication), and fundamental research (spectroscopy).Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100016
Funder
Australian Research Council
Funding Amount
$351,798.00
Summary
Enabling Compatible and Secure Mobile Apps via Automated Program Repair. This project aims to ensure everyone in Australia and the world can reliably utilise compatible and secure mobile apps on their smart devices, by inventing a novel approach to automatically fix compatibility and security issues during app development and installation. The project expects to generate new knowledge, tools and methods to support efficient mobile app fix through mining the best practices from the mobile ecosyst ....Enabling Compatible and Secure Mobile Apps via Automated Program Repair. This project aims to ensure everyone in Australia and the world can reliably utilise compatible and secure mobile apps on their smart devices, by inventing a novel approach to automatically fix compatibility and security issues during app development and installation. The project expects to generate new knowledge, tools and methods to support efficient mobile app fix through mining the best practices from the mobile ecosystem. Expected outcomes include better support for app developers to build mobile apps that will maximise the potential of the mobile ecosystem for Australian businesses. This should provide significant benefits, such as enhanced productivity for the software industry and better mobile app experience and safety for users.Read moreRead less
Collaborative Sensing and Learning for Maritime Situational Awareness. We aim to demonstrate coordinated autonomous sensing of naval assets in dynamic maritime environments, reducing the operational load required to deliver a high quality maritime situational awareness. A realistic simulation based approach will help us develop novel artificial intelligence technology including: self-adaptive strategies for dynamic asset allocation, embedded smart sensing capabilities for naval observation syste ....Collaborative Sensing and Learning for Maritime Situational Awareness. We aim to demonstrate coordinated autonomous sensing of naval assets in dynamic maritime environments, reducing the operational load required to deliver a high quality maritime situational awareness. A realistic simulation based approach will help us develop novel artificial intelligence technology including: self-adaptive strategies for dynamic asset allocation, embedded smart sensing capabilities for naval observation systems and novel approaches to continuous collaborative learning from multi-spectral media. In addition to the emerging partnership between participants, the project will advance sovereign capability to develop maritime intelligence gathering technology for the Royal Australian Navy to underpin stability in our region. Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE240100045
Funder
Australian Research Council
Funding Amount
$410,000.00
Summary
Cryogenic microwave characterization facility for quantum technologies. This project will establish a multi-user, fast-turn-around cryogenic characterization facility for microwave superconducting quantum technologies that are critical components for quantum computer, networks and sensor systems. This facility will lead to a significant improvement in research efficiency, allowing for rapid optimization of devices and components prior to integration into a larger quantum system. Expected outcome ....Cryogenic microwave characterization facility for quantum technologies. This project will establish a multi-user, fast-turn-around cryogenic characterization facility for microwave superconducting quantum technologies that are critical components for quantum computer, networks and sensor systems. This facility will lead to a significant improvement in research efficiency, allowing for rapid optimization of devices and components prior to integration into a larger quantum system. Expected outcomes include the creation of new intellectual property, enhanced engagement with industry, and will further boost Australia's efforts to build a commercially scalable quantum computer. Read moreRead less
Terabit mm-Wave Backbones for Integrated Space and Terrestrial Networks. This project aims to develop the theory and enabling techniques to achieve high-speed millimeter wave (mm-wave) backbones for integrated space and terrestrial networks. New scientific breakthroughs will be in fundamental transmission theory, efficient self-interference cancellation and spatial multiplexing techniques using hybrid antenna arrays. These will enable Terabits per second wireless transmission that is 10 times fa ....Terabit mm-Wave Backbones for Integrated Space and Terrestrial Networks. This project aims to develop the theory and enabling techniques to achieve high-speed millimeter wave (mm-wave) backbones for integrated space and terrestrial networks. New scientific breakthroughs will be in fundamental transmission theory, efficient self-interference cancellation and spatial multiplexing techniques using hybrid antenna arrays. These will enable Terabits per second wireless transmission that is 10 times faster than current technologies. A proof-of-concept prototype will be developed to demonstrate the feasibility and performance of the new system architecture and algorithms, thus paving the way for commercialisation. The developed technology will enhance Australia’s information infrastructure as well as defence capacity.Read moreRead less
Radio Frequency Camera for Low-Complexity and High-Resolution Radar Imaging. This project aims to develop the theory and enabling techniques to realise a low-complexity and high-resolution radar imaging system with uncoordinated illumination. New scientific breakthroughs include fundamental radar imaging theory, advanced radio frequency frontend design and fast signal processing algorithms. These will lead to a paradigm shift in active and passive imaging technologies. A proof-of-concept prototy ....Radio Frequency Camera for Low-Complexity and High-Resolution Radar Imaging. This project aims to develop the theory and enabling techniques to realise a low-complexity and high-resolution radar imaging system with uncoordinated illumination. New scientific breakthroughs include fundamental radar imaging theory, advanced radio frequency frontend design and fast signal processing algorithms. These will lead to a paradigm shift in active and passive imaging technologies. A proof-of-concept prototype of the proposed imaging system with 77 GHz millimetre wave will be developed to demonstrate its feasibility and performance. The expected outcomes include Australia’s scientific and technological leadership in radar imaging and enhanced capability in emergency response, defence, public safety, and healthcare industries.Read moreRead less
Integrated Planning for Uncertainty-Centric Pilot Assistance Systems. This project aims to deliver a novel pilot assistance system to improve the viability, speed and safety of Helicopter Emergency Medical Services (HEMS) and Search and Rescue (SAR) missions. It will advance fundamental algorithms for probabilistic planning in partially observable scenarios to form the core technology of a pilot assistance system that accounts the various types of uncertainty faced by pilots in a typical HEMS/S ....Integrated Planning for Uncertainty-Centric Pilot Assistance Systems. This project aims to deliver a novel pilot assistance system to improve the viability, speed and safety of Helicopter Emergency Medical Services (HEMS) and Search and Rescue (SAR) missions. It will advance fundamental algorithms for probabilistic planning in partially observable scenarios to form the core technology of a pilot assistance system that accounts the various types of uncertainty faced by pilots in a typical HEMS/SAR missions. It will exploit recent advances in Partially Observable Markov Decision Processes (POMDPs) to recommend robust, safe, and pilot-aware mission and manoeuvring strategies to make HEMS/SAR operations safer for helicopter crews, and more effective for those in need of the service.Read moreRead less
A new model of teamwork for Human-Autonomy Teams (HATs). Human-Autonomy Teams (HATs) could potentially enhance most aspects of our daily lives; however, there are key knowledge gaps around HAT functioning and how to achieve optimal HAT performance. This research will apply a novel integration of systems analysis and computational modelling methods to develop, test, and validate a new model of teamwork in HATs. The model will clarify the processes and behaviours that support optimal HAT functioni ....A new model of teamwork for Human-Autonomy Teams (HATs). Human-Autonomy Teams (HATs) could potentially enhance most aspects of our daily lives; however, there are key knowledge gaps around HAT functioning and how to achieve optimal HAT performance. This research will apply a novel integration of systems analysis and computational modelling methods to develop, test, and validate a new model of teamwork in HATs. The model will clarify the processes and behaviours that support optimal HAT functioning, delineate HAT performance measures, and help to identify strategies to optimise HAT performance. The outcomes will provide a basis for future HAT research and ensure that the potential benefits of HATs are realised in areas such as defence, transport, healthcare, manufacturing, and disaster response.Read moreRead less
Cooperative control of networked systems with constraints. This project aims to address the challenge of networked systems in deploying teams of robotic agents. Control of the networked system is extremely difficult due to real world constraints imposed on each agent. This project will focus on motion constraints, equipment/capability constraints, and spatial constraints. In addition to theoretical advances, the wider scientific community will benefit directly, because the control algorithms dev ....Cooperative control of networked systems with constraints. This project aims to address the challenge of networked systems in deploying teams of robotic agents. Control of the networked system is extremely difficult due to real world constraints imposed on each agent. This project will focus on motion constraints, equipment/capability constraints, and spatial constraints. In addition to theoretical advances, the wider scientific community will benefit directly, because the control algorithms developed are expected to allow straightforward deployment of robotic teams. There are myriad applications for cooperative robotic agents, ranging from surveillance, to environmental monitoring using underwater and aerial drone formations – with an array of benefits and impacts including economic, commercial and societal. The results are intended to ensure and cement Australia’s front-line position in the current technological revolution known as “Industry 4.0”.Read moreRead less