In-vivo functional imaging of cone photoreceptors and ganglion cell axons. Can we project a movie on a human retina, and measure the response of photoreceptor cells and connected nerve tissue? This project aims to investigate a new method for visualization of the quickest responses in human cone photoreceptors and nerve cells after a visible stimulus. Expected outcomes of this project include a better understanding of the origins of responses to a stimulus and how cells in the retina communicate ....In-vivo functional imaging of cone photoreceptors and ganglion cell axons. Can we project a movie on a human retina, and measure the response of photoreceptor cells and connected nerve tissue? This project aims to investigate a new method for visualization of the quickest responses in human cone photoreceptors and nerve cells after a visible stimulus. Expected outcomes of this project include a better understanding of the origins of responses to a stimulus and how cells in the retina communicate. The scientific results will be helpful in a better understanding of the development of vision in the infant eye, to study peripheral vision in elite athletes and to quantify performance of virtual reality equipment for the military. The IP on the technology can be licensed or used for start-up company.Read moreRead less
Distributed signal processing and control in sensor networks. Distributed sensor networks find wide applications in smart electricity grids, traffic systems, industrial plants and security systems. Massive amounts of data need be collected, transmitted and processed. This project aims to develop advanced techniques for the monitoring, diagnosis and control for these networks.
Control of networked multi-agent systems. Networked multi-agent systems find wide applications in smart electricity grids, transportation networks, networked security systems, environmental monitoring networks and hospital resource schedulers. This project aims to develop advanced theories and techniques to model and control these systems for high performance and resource efficiency.
Discovery Early Career Researcher Award - Grant ID: DE140100420
Funder
Australian Research Council
Funding Amount
$394,704.00
Summary
Large Scale Multiple Antennas for Energy-Efficient Heterogeneous Wireless Networks. This project investigates new network architectures for future wireless broadband inspired by recent advances in large scale multiple antenna technology and heterogeneous networks. The aim is to support flexible and scalable wireless services across diverse network regions with energy-efficient management of radio spectrum and interference. Targeted applications include smart energy metering, intelligent transpor ....Large Scale Multiple Antennas for Energy-Efficient Heterogeneous Wireless Networks. This project investigates new network architectures for future wireless broadband inspired by recent advances in large scale multiple antenna technology and heterogeneous networks. The aim is to support flexible and scalable wireless services across diverse network regions with energy-efficient management of radio spectrum and interference. Targeted applications include smart energy metering, intelligent transport systems, mobile health monitoring and green data centres. Outcomes of the research will be new wireless protocols and algorithms drawing upon the foundations of random matrix theory, game theory and large system analysis, which will offer fundamental insights into large scale multiple antennas for heterogeneous wireless networks.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190101436
Funder
Australian Research Council
Funding Amount
$403,000.00
Summary
Supporting unmanned aerial vehicle communications in cellular systems. This project aims to systematically study the fundamental theory and practical methods for supporting unmanned aerial vehicles (UAV) utilising both existing 4G cellular systems and future 5G-and-beyond cellular systems. Supporting UAV communications in cellular systems is a promising technology to unlock numerous UAV applications without the need to establish control infrastructure. This project will develop new channel model ....Supporting unmanned aerial vehicle communications in cellular systems. This project aims to systematically study the fundamental theory and practical methods for supporting unmanned aerial vehicles (UAV) utilising both existing 4G cellular systems and future 5G-and-beyond cellular systems. Supporting UAV communications in cellular systems is a promising technology to unlock numerous UAV applications without the need to establish control infrastructure. This project will develop new channel models, analyse the fundamental performance limits, and propose key enabling techniques. A proof-of-concept experiment will be performed to evaluate the proposed designs. The outcomes of this project are expected to fundamentally advance the knowledge of cellular-connected UAV communications and create new business opportunities for both cellular and UAV industries.Read moreRead less
Coding for Distributed Storage: Fundamental Limits and Code Designs. Applications such as file sharing, large-scale scientific projects, and social networking are fuelling the need for reliable and sustainable distributed storage systems. This project aims to develop the theory and the code designs for next-generation storage systems that are specifically optimised for the storage needs in such applications. This project is well placed to provide cost-effective, home-grown solutions for Australi ....Coding for Distributed Storage: Fundamental Limits and Code Designs. Applications such as file sharing, large-scale scientific projects, and social networking are fuelling the need for reliable and sustainable distributed storage systems. This project aims to develop the theory and the code designs for next-generation storage systems that are specifically optimised for the storage needs in such applications. This project is well placed to provide cost-effective, home-grown solutions for Australia's future data centre needs. Its potential immediate benefits are: contribution to the knowledge base and fundamental capabilities in storage systems; practical codes tailor-made for different storage applications; IP creation and commercialisation; and, education of future Australian academic and industrial innovators.Read moreRead less
Pushing the digital limits in quantum simulation for advanced manufacturing. This Project aims to enhance the power of high-tech quantum simulators to meet the demands of computer-modelling intensive industries such as drug and vaccine design and new energy. Aligned to Australia’s innovation agenda and Advanced Manufacturing priority, the Project expects to maximise the performance of near- and mid-term quantum simulations using innovative quantum programming techniques related to digitisation a ....Pushing the digital limits in quantum simulation for advanced manufacturing. This Project aims to enhance the power of high-tech quantum simulators to meet the demands of computer-modelling intensive industries such as drug and vaccine design and new energy. Aligned to Australia’s innovation agenda and Advanced Manufacturing priority, the Project expects to maximise the performance of near- and mid-term quantum simulations using innovative quantum programming techniques related to digitisation and control. Expected outcomes include: better understanding of limits in industry-scale quantum computers and improved error mitigation techniques. This should generate long-term productivity increases across a range of important sectors of the Australian economy that benefit from access to more powerful computer modelling.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE180100501
Funder
Australian Research Council
Funding Amount
$349,446.00
Summary
A novel radio access network for wireless communication networks. This project aims to investigate a novel network architecture that supports ultra-reliable access and coverage for future generation wireless communications. Based on recent developments in fog computing, the project aims to redefine the radio access network of wireless systems to shift from traditional, static cell-centric architecture to a more dynamic cell-free architecture. The intended outcomes of the research are an adaptive ....A novel radio access network for wireless communication networks. This project aims to investigate a novel network architecture that supports ultra-reliable access and coverage for future generation wireless communications. Based on recent developments in fog computing, the project aims to redefine the radio access network of wireless systems to shift from traditional, static cell-centric architecture to a more dynamic cell-free architecture. The intended outcomes of the research are an adaptive network architecture that dynamically forms serving clusters, secure communications protocols that decrease latency and increase communication security and energy-efficient signal processing techniques that support green communications.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE170100137
Funder
Australian Research Council
Funding Amount
$365,000.00
Summary
Efficient and sustainable wireless powered communication networks. This project aims to enable efficient wireless energy transfer and data communication for wireless powered communication (WPC) networks. WPC is a key technology to unlock the potential of Internet-of-Things (IoT) via prolonging the lifetime of energy-limited wireless communication devices. This project will design and develop a proof-of-concept WPC test-bed to evaluate and verify the proposed technologies. The outcomes of the pro ....Efficient and sustainable wireless powered communication networks. This project aims to enable efficient wireless energy transfer and data communication for wireless powered communication (WPC) networks. WPC is a key technology to unlock the potential of Internet-of-Things (IoT) via prolonging the lifetime of energy-limited wireless communication devices. This project will design and develop a proof-of-concept WPC test-bed to evaluate and verify the proposed technologies. The outcomes of the project are expected to advance the knowledge of WPC networks and contribute a new type of wireless infrastructure, as an essential part of the emerging digital society.Read moreRead less
Design of future cognitive radio relay networks. The project will aim to make fundamental advances in the design of spectrum-efficient cognitive radio relay networks. This will be facilitated by novel designs using game theory, multiple-antenna and cooperative relaying technologies. These designs will be essential to the future development of spectrum-efficient wireless communications.