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
Parameter estimation for genetic time-series data: Theory and methods. This project aims to develop a novel computational framework for solving parameter estimation problems in evolutionary modelling by leveraging genetic time-series data measured by Next-Generation Sequencing technologies. It will foster international collaboration, cutting across disciplines. By introducing new techniques from signal processing and tools from random matrix theory commonly employed for mobile wireless communica ....Parameter estimation for genetic time-series data: Theory and methods. This project aims to develop a novel computational framework for solving parameter estimation problems in evolutionary modelling by leveraging genetic time-series data measured by Next-Generation Sequencing technologies. It will foster international collaboration, cutting across disciplines. By introducing new techniques from signal processing and tools from random matrix theory commonly employed for mobile wireless communications, it seeks to design scalable inference methods for resolving mutational fitness effects from genetic time-series measurements of complex evolving populations. This would enable new understanding of complex adaptive systems, such as pathogen evolution, host-immune dynamics, and acquisition of drug resistance. Read moreRead less
Optical wireless communications: solving the spectrum crunch. This project aims to make optical wireless communication to handheld mobile receivers a reality by developing systems which combine holographic filters and microsystems to realise a new form of receiver. This will be based on analysis of all of the complex interactions of transmitter, receiver and channel properties. The new receivers will exploit the narrow field of view of holographic optical filters. This project will generate know ....Optical wireless communications: solving the spectrum crunch. This project aims to make optical wireless communication to handheld mobile receivers a reality by developing systems which combine holographic filters and microsystems to realise a new form of receiver. This will be based on analysis of all of the complex interactions of transmitter, receiver and channel properties. The new receivers will exploit the narrow field of view of holographic optical filters. This project will generate knowledge in the fields of communications theory and on the use of holographic filters and microsystems. This solution to the lack of available radio frequency spectrum which conventional wireless face will provide significant practical and commercial benefits.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190100162
Funder
Australian Research Council
Funding Amount
$405,000.00
Summary
Intelligent wireless access for Internet of Things. This project aims to develop and validate fundamental theories and techniques for a novel intelligent wireless access paradigm to enhance the efficiency in frequency usage. This innovative approach will be one of the critical enablers for massive device access necessary for future wireless network evolution to support the growing Internet-of-Things. It will enable co-working devices to autonomously sense the local radio frequency landscape, det ....Intelligent wireless access for Internet of Things. This project aims to develop and validate fundamental theories and techniques for a novel intelligent wireless access paradigm to enhance the efficiency in frequency usage. This innovative approach will be one of the critical enablers for massive device access necessary for future wireless network evolution to support the growing Internet-of-Things. It will enable co-working devices to autonomously sense the local radio frequency landscape, determining how to avoid interference, and exploiting opportunities to intelligently and efficiently access the available radio resources. This will lead to enhanced efficiency in radio resource usage. The project will significantly improve the efficiency of current radio resource utilisation and offer solutions to a challenge of national significance.Read moreRead less