Discovery Early Career Researcher Award - Grant ID: DE210101904
Funder
Australian Research Council
Funding Amount
$385,322.00
Summary
Next-Generation LIDAR with Novel Microresonator Frequency Combs. This project aims to develop the science that would enable a new low-cost laser radar (LIDAR) for imaging the world around us. LIDAR has applications in facial recognition, forestry and autonomous vehicles – our new device will uniquely offer the ability to work underwater thereby opening up new possibilities for maritime environmental and vehicle monitoring. Our approach exploits a new form of optical pulse propagation in precise ....Next-Generation LIDAR with Novel Microresonator Frequency Combs. This project aims to develop the science that would enable a new low-cost laser radar (LIDAR) for imaging the world around us. LIDAR has applications in facial recognition, forestry and autonomous vehicles – our new device will uniquely offer the ability to work underwater thereby opening up new possibilities for maritime environmental and vehicle monitoring. Our approach exploits a new form of optical pulse propagation in precisely shaped crystals to generate bespoke laser pulses that enable high-speed and precise ranging to targets of interest. The science behind these new types of optical pulses offers the ability for Australia to lead a new scientifically and industrially important field.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190100413
Funder
Australian Research Council
Funding Amount
$384,000.00
Summary
Hybrid nanowire-nanoantenna infrared photodetectors. This project aims to demonstrate room temperature hybrid nanowire-nanoantenna infrared photodetectors by integrating plasmonic nanoantennas on semiconductor nanowire arrays. It is expected that such novel device architectures will not only bring enhanced performance in responsivity, detectivity, and photoresponse bandwidth, but also additional functionalities such as selective wavelength and tunable polarisation, which may significantly outper ....Hybrid nanowire-nanoantenna infrared photodetectors. This project aims to demonstrate room temperature hybrid nanowire-nanoantenna infrared photodetectors by integrating plasmonic nanoantennas on semiconductor nanowire arrays. It is expected that such novel device architectures will not only bring enhanced performance in responsivity, detectivity, and photoresponse bandwidth, but also additional functionalities such as selective wavelength and tunable polarisation, which may significantly outperform current infrared technology. The outcomes will provide a new device platform for next-generation, large-scale, reduced-cost, high-performance imaging systems in self-driving navigation, object identification, spectroscopy, and other high-end defence and civilian applications.Read moreRead less
High performance, optimized chip-scale packaging for millimetre wave and THz integrated circuits. This project aims to revolutionise electronic packaging by depositing a thin, protective layer of diamond on top of high-performance, millimetre-wave and THz integrated circuits. Leveraging existing technology for removing heat from high-powered optical electronics, the project aims to deliver a miniaturised packaged chip, protected from the environment and ready for mounting in a system, without se ....High performance, optimized chip-scale packaging for millimetre wave and THz integrated circuits. This project aims to revolutionise electronic packaging by depositing a thin, protective layer of diamond on top of high-performance, millimetre-wave and THz integrated circuits. Leveraging existing technology for removing heat from high-powered optical electronics, the project aims to deliver a miniaturised packaged chip, protected from the environment and ready for mounting in a system, without seriously degrading the circuit's performance as occurs in current packaging technologies. The project aims to enable cheaper and more energy-efficient applications as wide ranging as wireless HD video, multi-gigabit telecommunications, and black-body passive imaging technologies for security, defence, medical and agricultural applications.Read moreRead less
Robust learning of dynamic systems. Robots and other autonomous machines use models of the real world to predict the result of their actions and make decisions, but existing methods used for machine-learning are unreliable in many cases and can be easily fooled. This project aims to make machine-learning of dynamic system models reliable, accurate, and secure. The outcomes of this project will be new models and algorithms that ensure safety and increase accuracy of models learned from data. This ....Robust learning of dynamic systems. Robots and other autonomous machines use models of the real world to predict the result of their actions and make decisions, but existing methods used for machine-learning are unreliable in many cases and can be easily fooled. This project aims to make machine-learning of dynamic system models reliable, accurate, and secure. The outcomes of this project will be new models and algorithms that ensure safety and increase accuracy of models learned from data. This project will benefit robotics, control engineering, infrastructure automation, and other fields that demand the capability to model physical systems from limited data. It will also improve cybersecurity by making learning algorithms resilient to deliberate attacks with false data.Read moreRead less