Discovery Early Career Researcher Award - Grant ID: DE120102388
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
From Bayesian filtering to smoothing and prediction for multiple object systems. This project will develop new and improved algorithms for tracking multiple targets, such as tanks, submarines or planes, using the state of the art in mathematical and computational design. These will enable more efficient and accurate technologies for defence related applications including intelligence, surveillance and reconnaissance.
Parameter estimation for multi-object systems. Parameter estimation in multi-object system is essential to the application of multi-object filtering to a wider range of practical problems with social and commercial benefits. This project develops the necessary parameter estimation techniques for complete 'plug-and-play' multi-object filtering solutions that facilitates widespread applications.
Bio-inspired Sniffer chips. This project will combine recent advances in neuroscience of olfaction, together with novel microelectronic fabrication technologies, to develop a miniature electronic nose microsystem with superior selectivity, stability, sensitivity and response time. Applications include national security, environment monitoring or medical diagnosis.
On-chip spectroscopy and hyperspectral imaging for remote environments. On-chip spectroscopy and hyperspectral imaging for remote environments. This project aims to investigate techniques and materials for building optical spectrometers based on micromachines, usable in portable ground-based and drone-mounted applications in remote environments. Optical spectroscopy is now an accepted technique for materials detection and analysis. The advent of low-cost drone aircraft makes the potential applic ....On-chip spectroscopy and hyperspectral imaging for remote environments. On-chip spectroscopy and hyperspectral imaging for remote environments. This project aims to investigate techniques and materials for building optical spectrometers based on micromachines, usable in portable ground-based and drone-mounted applications in remote environments. Optical spectroscopy is now an accepted technique for materials detection and analysis. The advent of low-cost drone aircraft makes the potential applications of spectroscopy in an imaging form immense. The project expects the resulting low-cost and highly portable technology will transform Australian industry, including securing Australia’s food supply by improving farming practices, aiding mineral exploration, and enhancing capabilities for monitoring Australia’s coastline.Read moreRead less
An investigation of novel Microelectromechanical Systems based technologies for visible/near infra-red spectroscopic imaging. This project will develop new spectroscopic imaging technologies that make possible low-cost, portable instruments with enhanced performance, and that enable new applications. Examples include on-farm precision agriculture, skin cancer detection, food security and processing, airport security, pollution monitoring and industrial process control.
Adaptive multispectral imaging system for remote sensing applications. The many applications of remote sensing include environmental/crop monitoring, oil/mineral exploration, and aerospace/defence. However, remote sensing stands to benefit greatly from infrared spectral imaging devices. This project will develop the technology for an infrared spectral imaging system, suitable for numerous remote sensing applications.