Discovery Early Career Researcher Award - Grant ID: DE120101266
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Low-complexity factor-graph-based receiver design for bandwidth-efficient communication systems over doubly selective channels. This project aims to solve challenging problems in future wireless communications using graph-based signal processing techniques. It will provide practical solutions for future broadband mobile communications to the bush and high-speed underwater acoustic communications in the oceans that are particularly important to Australia.
Blind separation of mutually correlated sources. This project is aimed at developing novel techniques for blind separation of mutually correlated sources. The expected outcomes will significantly advance the theory of blind source separation and improve the performance of important practical systems, such as densely deployed sensor networks and wireless video surveillance systems.
Evidence-based Recommendations For Interpregnancy Intervals In High-income Countries
Funder
National Health and Medical Research Council
Funding Amount
$423,305.00
Summary
This study will identify the optimal and harmful interpregnancy intervals for a range of maternal and child outcomes in three high-income countries. With a study population of more than 7.5 million births and a longitudinal study design that matches pregnancies to the same women, this study will inform new interpregnancy interval recommendations for high-income countries that will lead to a reduction in avoidable excess morbidities attributable to uninformed pregnancy planning.
Temporal Trends In The Incidence, Site And Survival Of Metastatic Breast Cancer In Australia
Funder
National Health and Medical Research Council
Funding Amount
$190,494.00
Summary
There have been major advances in breast cancer treatment over the last decade. This project will use information collected from the NSW cancer registry and hospitals to report on changes in the type and risk of breast cancer spread and survival for women with a new diagnosis of breast cancer before and after new treatments introduced since 2005. This information is essential for doctors to provide women with up-to-date information; and for planning appropriate health services and research.
Population-based Data Linkage To Investigate The Health And Development Of Children Born After IVF
Funder
National Health and Medical Research Council
Funding Amount
$321,972.00
Summary
In Australia 1 in 25 births are conceived from IVF treatment and this is increasing. My research program will use a comprehensive set of linked population data to address key questions in the IVF field following major changes to IVF practice in the last decade. This research (examining fetal growth, birth defects, intellectual disability and school achievement) has the potential to influence clinical practice and will greatly improve the information available for pre-treatment counselling.
Recent Changes In IVF Clinical Practice: Data Linkage To Investigate Their Impact On Fetal Growth And Birth Defects.
Funder
National Health and Medical Research Council
Funding Amount
$219,076.00
Summary
In Australia 1 in 25 births are conceived from IVF treatment and this is increasing with the continuing trend towards later childbearing. This study will use linked population data to assess fetal growth and birth defects in IVF-conceived children following major changes to IVF practice in the last decade. There are limited data internationally on health outcomes following the use of more recent IVF techniques and insufficient data to allow for adequate pre-treatment counselling.
Using Total Population Data To Describe The Characteristics Of Respiratory Infections In Order To Predict Future Epidemics And Recommend Vaccination Strategies For Western Australian Children
Funder
National Health and Medical Research Council
Funding Amount
$294,892.00
Summary
Respiratory infections are a major reason for children to go to hospital. I am an epidemiologist and I will be using previously collected and linked laboratory and hospital data from Western Australian children to better understand how these infections flow through the population over different seasons. I will then be able to predict future epidemics of respiratory infections and how different vaccine programs might have an impact in reducing how many children are affected by these infections.
New channel estimation, tracking and equalization algorithms for real-time high-speed underwater acoustic communication systems. High-speed underwater communication is vitally important for Australian offshore oil and gas industries, marine commercial operations, and defence applications. However, due to the challenges posed by the harsh underwater channel, current underwater communication systems have significant limitations on data rate and bit-error-rate for many applications and environments ....New channel estimation, tracking and equalization algorithms for real-time high-speed underwater acoustic communication systems. High-speed underwater communication is vitally important for Australian offshore oil and gas industries, marine commercial operations, and defence applications. However, due to the challenges posed by the harsh underwater channel, current underwater communication systems have significant limitations on data rate and bit-error-rate for many applications and environments. This project aims to develop a real-time signal processing platform for reliable high-speed communication through the extremely bandlimited and reverberant underwater acoustic channel. New channel estimation, tracking and equalisation algorithms developed in this project will significantly enhance the capacity of underwater communication systems.Read moreRead less
Increasing the range and rate of underwater acoustic communication systems using multi-hop relay. Australia has a very long coastline, thus it is vitally important for Australia to efficiently explore and exploit the rich resources in the ocean. This project develops novel communication technologies for long-range and high-rate underwater acoustic communications that are crucial to Australian ocean-related industries and defence applications.
Robust and scalable change detection in geo-spatial data. A flood of data in the form of text, images and video emanate from a proliferation of sensors. These data are collected but rarely analysed, rendering it meaningless. This project aims to develop new software and techniques to detect changes over time in large scale geographically referenced data (for example photomaps) for use across numerous domains.