Overcoming nonlinearity in short-reach optical communication. This project aims to investigate the equalization methods for nonlinear optical channels applicable to short-reach optical communications. This project expects to significantly improve the transmission capacity of the cost-effective directly detected transceivers. Expected outcomes of this project include advanced equalization techniques for nonlinear channels and associated signal processing algorithms. These advances will have the p ....Overcoming nonlinearity in short-reach optical communication. This project aims to investigate the equalization methods for nonlinear optical channels applicable to short-reach optical communications. This project expects to significantly improve the transmission capacity of the cost-effective directly detected transceivers. Expected outcomes of this project include advanced equalization techniques for nonlinear channels and associated signal processing algorithms. These advances will have the potential to provide an enabling technology for surging capacity demand from cloud computing and enhance Australia's standing as a leader in optical communications technology.
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Engineering Methods for Resolving Complex Mutational Networks in Proteins. This project aims to develop a novel computational framework for resolving complex mutational networks that underpin how proteins function and evolve over time. It seeks to develop statistical inference methods that are robust, efficient, and widely applicable. The project will promote international collaboration and spawn multidisciplinary research by introducing parameter estimation and optimisation techniques that stem ....Engineering Methods for Resolving Complex Mutational Networks in Proteins. This project aims to develop a novel computational framework for resolving complex mutational networks that underpin how proteins function and evolve over time. It seeks to develop statistical inference methods that are robust, efficient, and widely applicable. The project will promote international collaboration and spawn multidisciplinary research by introducing parameter estimation and optimisation techniques that stem from signal processing, mobile wireless communications, and random matrix theory. The project's outputs can be used to understand diverse protein systems and have the potential to be applied to wide-ranging applications from protein engineering to brain signal analysis to vaccine design. Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100635
Funder
Australian Research Council
Funding Amount
$464,044.00
Summary
Developing broken power line localisation devices with added grid sensing. This project aims to develop improved devices for detecting and locating power line breakages and investigate their use to support renewable sources in regional grids. The project expects to generate novel power protection technology and support the commercialisation of devices resulting from a previous feasibility project with Victoria’s largest power distributor. The expected outcome is the delineation of commercial-gra ....Developing broken power line localisation devices with added grid sensing. This project aims to develop improved devices for detecting and locating power line breakages and investigate their use to support renewable sources in regional grids. The project expects to generate novel power protection technology and support the commercialisation of devices resulting from a previous feasibility project with Victoria’s largest power distributor. The expected outcome is the delineation of commercial-grade, programmable devices to be deployed to regional networks for enhanced monitoring. This should provide significant benefits, such as mitigating fire-ignition risk and subsequent emissions, faster power recovery times, and insights for increasing the presence of renewable generation in regional networks.Read moreRead less