Model-based estimation methods for improved classification of electroencephalographic data: application to monitoring depth of anaesthesia. This project will use advanced computing methods applied to electrical brain wave recordings to track how the brain changes as a person undergoes general anaesthesia during surgery. This will lead to better anaesthesia monitoring devices and reduce the chances of people experiencing pain during surgery or IQ deficits after the anaesthesia.
Continuous wave excitation for low power Magnetic Resonance Imaging. This project aims to augment the capabilities of Magnetic Resonance Imaging (MRI) systems, using continuous wave (CW) transmission and signal reception, to image objects using very low excitation power. Any given MRI sequence tries to solve an inverse problem, involving estimation of some subset of hidden states and parameters of the system, given the observed data. Using transient and steady-state CW magnetisation dynamics to ....Continuous wave excitation for low power Magnetic Resonance Imaging. This project aims to augment the capabilities of Magnetic Resonance Imaging (MRI) systems, using continuous wave (CW) transmission and signal reception, to image objects using very low excitation power. Any given MRI sequence tries to solve an inverse problem, involving estimation of some subset of hidden states and parameters of the system, given the observed data. Using transient and steady-state CW magnetisation dynamics to solve inverse problems is expected to advance technology toward lower power, lower cost solutions for MRI scanners in healthcare and industrial applications, including materials science and mineral processing.Read moreRead less
Advanced Signal Processing for Radiation Spectroscopy. Southern Innovation develops and markets world-leading pulse processing technologies for the rapid, accurate detection and measurement of radiation. The underlying real-time signal processing challenge relates to isolating often overlapping pulses, determining when each pulse arrived and the energy of each pulse. Recent advances in the computational power of digital signal processing boards makes it timely to develop innovative pulse process ....Advanced Signal Processing for Radiation Spectroscopy. Southern Innovation develops and markets world-leading pulse processing technologies for the rapid, accurate detection and measurement of radiation. The underlying real-time signal processing challenge relates to isolating often overlapping pulses, determining when each pulse arrived and the energy of each pulse. Recent advances in the computational power of digital signal processing boards makes it timely to develop innovative pulse processing algorithms based on optimal filtering of stochastic processes. It is expected that these algorithms will have widespread impact, both commercially for minerals exploration, materials analysis, medical imaging and security screening, and scientifically for improving the performance of synchrotrons and other equipment.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE180100383
Funder
Australian Research Council
Funding Amount
$344,446.00
Summary
Plasmonic hot-electron technologies for nanoscale energy conversion. This project aims to improve the efficiency of plasmonically enhanced hot-electron photodiodes for solar fuel generation and targeted photo-detection. This project is expected to make advances towards the development of effective devices which will directly impact a range of applications of local and global importance including alternative energy production, and the next generation of imaging and sensing technologies for the bi ....Plasmonic hot-electron technologies for nanoscale energy conversion. This project aims to improve the efficiency of plasmonically enhanced hot-electron photodiodes for solar fuel generation and targeted photo-detection. This project is expected to make advances towards the development of effective devices which will directly impact a range of applications of local and global importance including alternative energy production, and the next generation of imaging and sensing technologies for the biomedical and health industries.Read moreRead less
Signal processing algorithms for interpreting multi-dimensional ambulatory data during normal activities: correlates of current measures of fall risk. This project will develop algorithms to analyse human movement, measured using a small waist-worn sensor, which approximate existing clinical tests to identify likely fallers. This will enable future fall risk monitor development. This is an important problem as one in three senior citizens fall each year, costing around $500 million in healthcare ....Signal processing algorithms for interpreting multi-dimensional ambulatory data during normal activities: correlates of current measures of fall risk. This project will develop algorithms to analyse human movement, measured using a small waist-worn sensor, which approximate existing clinical tests to identify likely fallers. This will enable future fall risk monitor development. This is an important problem as one in three senior citizens fall each year, costing around $500 million in healthcare.Read moreRead less
Ultra-fast serialised all optical image processing: addressing the electronic bottleneck in the world's fastest camera. Serial time encoded amplified microscopy can capture over a million frames per second. At this rate, a megapixel image would fill a terabyte hard disk in a second. We will use photonics to condense and manipulated the video stream so that only the important features are 'seen', making it practical to process and store on a computer.
Laser emission at the limit of glass transparency using nanocrystal doping . We will create a new composite glass providing strong fluorescence which fully exploits the high transmission of glass in the mid-infrared. When combined with emerging rare earth ion transitions and precise excitation processes, this project will help solve an important problem in optics; that the overall efficiency and power produced from deep mid-infrared light sources is not sufficient for all industries. The primary ....Laser emission at the limit of glass transparency using nanocrystal doping . We will create a new composite glass providing strong fluorescence which fully exploits the high transmission of glass in the mid-infrared. When combined with emerging rare earth ion transitions and precise excitation processes, this project will help solve an important problem in optics; that the overall efficiency and power produced from deep mid-infrared light sources is not sufficient for all industries. The primary outcome will be a series of robust fibre-based gain modules suitable for high power and very short optical pulses in the mid-infrared. These light sources will beneficially impact medicine, defence, sensing and manufacturing providing excellent opportunities for increasing Australian productivity and global competitiveness. Read moreRead less
Circuit-based monitoring and characterisation of high performance semiconductor processes. As a frontier technology, this project extends Australia's leadership in wireless communications. Potentially this project provides the key enabling method for integrated circuits to take full advantage of future generations of semiconductor technology. National Research Priorities safeguarding Australia and promoting and maintaining good health will also be impacted through more capable circuits for def ....Circuit-based monitoring and characterisation of high performance semiconductor processes. As a frontier technology, this project extends Australia's leadership in wireless communications. Potentially this project provides the key enabling method for integrated circuits to take full advantage of future generations of semiconductor technology. National Research Priorities safeguarding Australia and promoting and maintaining good health will also be impacted through more capable circuits for defence electronics and anti-terrorism, medical remote sensing and networking. The innovations here will make Sapphicon, Australia's only commercial integrated circuit manufacturer, more competitive and indirectly benefit National ICT Australia (NICTA), Commonwealth Scientific and Industrial Research Organisation (CSIRO), Defence Science and Technology Organisation (DSTO), the National Broadband Network and a host of other high-performance electronics concerns.Read moreRead less
Through a glass brightly: opening up the mid-infrared using dysprosium ions. By exploiting the dysprosium ion in a unique and practical way, the project will create high power mid-infrared light with unprecedented optical efficiency. The project will make use of the unusually wide fluorescence spectrum of the dysprosium ion to produce stable and bandwidth-limited ultra-fast light pulses in the mid-infrared. The proposed light sources will have application in mid-infrared nonlinear optics and wil ....Through a glass brightly: opening up the mid-infrared using dysprosium ions. By exploiting the dysprosium ion in a unique and practical way, the project will create high power mid-infrared light with unprecedented optical efficiency. The project will make use of the unusually wide fluorescence spectrum of the dysprosium ion to produce stable and bandwidth-limited ultra-fast light pulses in the mid-infrared. The proposed light sources will have application in mid-infrared nonlinear optics and will benefit medicine, defence, fundamental physics and manufacturing providing excellent opportunities for Australian research, industry and collaboration.Read moreRead less
Autonomous body sensors in humans: investigating new bio-sensing techniques with self-power generation. Using advanced integrated electronic and mechanical systems, it is now possible to design small biomedical sensors that can be inserted into the body to take biological measurements. This project introduces a new kind of bio-sensors with self-energy generation capability and reduces the need for periodic battery replacement. New wireless and circuit techniques are investigated to reduce power ....Autonomous body sensors in humans: investigating new bio-sensing techniques with self-power generation. Using advanced integrated electronic and mechanical systems, it is now possible to design small biomedical sensors that can be inserted into the body to take biological measurements. This project introduces a new kind of bio-sensors with self-energy generation capability and reduces the need for periodic battery replacement. New wireless and circuit techniques are investigated to reduce power consumption and physical dimensions, while providing a better performance and a safer wireless link. The project aims to deliver high level of comfort, better mobility and better patient care.Read moreRead less