Managing and Mining Evolving Ontologies through combining Patterns Languages and Data Mining. Data mining offers insight into the substantial and growing repositories of medical data while pattern languages offer the ability to provide a high level conceptual designs of an artifact or process. This project thus promises to facilitate, on the one hand, the discovery of medical knowledge from large quantities of clinical or epidemiological data, while also providing a better way of constructing a ....Managing and Mining Evolving Ontologies through combining Patterns Languages and Data Mining. Data mining offers insight into the substantial and growing repositories of medical data while pattern languages offer the ability to provide a high level conceptual designs of an artifact or process. This project thus promises to facilitate, on the one hand, the discovery of medical knowledge from large quantities of clinical or epidemiological data, while also providing a better way of constructing and validating medically oriented design patterns which can then be used in medical data collection systems.Read moreRead less
Analysis and classification of malicious code. Malicious software such as viruses and worms directly attacks the security, privacy and integrity of Australian e-commerce, large databases and communication channels. The recent uptake of malicious software by organised crime has made finding effective countermeasures more urgent. Around 80% of the malicious code in circulation is disguised in some way. This significantly increases the difficulty of automated detection and delays analysis. Automate ....Analysis and classification of malicious code. Malicious software such as viruses and worms directly attacks the security, privacy and integrity of Australian e-commerce, large databases and communication channels. The recent uptake of malicious software by organised crime has made finding effective countermeasures more urgent. Around 80% of the malicious code in circulation is disguised in some way. This significantly increases the difficulty of automated detection and delays analysis. Automated classification and de-obfuscation technologies are a precondition to applying more sophisticated detection heuristics. The project will be instrumental in safeguarding Australia by protecting critical infrastructure and defending us from online organised crime and information warfare.Read moreRead less
Satellite Data Communications for Remote Sensing and Broadband Connectivity. The remote, distributed location of many of Australia's primary industries preclude the use of consumer-oriented terrestrial wireless broadband services. In many instances, satellite communications provides the only feasible means of connectivity for telemetry, supervisory control and data acquisition, tracking and fleet management. Meteorology, remote sensing, irrigation, mining, oil and gas exploration, and fisheries ....Satellite Data Communications for Remote Sensing and Broadband Connectivity. The remote, distributed location of many of Australia's primary industries preclude the use of consumer-oriented terrestrial wireless broadband services. In many instances, satellite communications provides the only feasible means of connectivity for telemetry, supervisory control and data acquisition, tracking and fleet management. Meteorology, remote sensing, irrigation, mining, oil and gas exploration, and fisheries are just a few examples of high-value applications of particular significance to Australia. This project will develop bandwidth efficient satellite communications technologies that greatly reduce cost and pave the way toward new market opportunities for broadband access and telemetry applications. Read moreRead less
Cooperative Mesh Networks for Municipal Wireless Access. Robust mobile broadband data communication is vital for public safety and emergency services applications. This project will improve the performance and cost-effectiveness of mesh networks, enabling new network architectures. Immediate benefits to Australia will be: Contribution to a growing knowledge base and fundamental capabilities wireless broadband communications; Education of future leading academic and industrial innovators; Raising ....Cooperative Mesh Networks for Municipal Wireless Access. Robust mobile broadband data communication is vital for public safety and emergency services applications. This project will improve the performance and cost-effectiveness of mesh networks, enabling new network architectures. Immediate benefits to Australia will be: Contribution to a growing knowledge base and fundamental capabilities wireless broadband communications; Education of future leading academic and industrial innovators; Raising the international profile of Australian research in information technology. The contribution of Information and Communications Technology to the National economy is widely recognized. ICT contributes to wealth creation, employment and exports, underpinning many innovation processes.Read moreRead less
Advanced coding techniques for next generation NAND Flash memories. Advanced coding techniques for next generation NAND Flash memories. This project aims to design low-power consuming coding schemes that can achieve the maximum coding gain for NAND Flash memories in Solid State Drives. Although these devices are replacing hard drives in laptops and provide enormous benefits in access speed and weight, they become unreliable the more they are used. Advanced coding techniques are needed to solve p ....Advanced coding techniques for next generation NAND Flash memories. Advanced coding techniques for next generation NAND Flash memories. This project aims to design low-power consuming coding schemes that can achieve the maximum coding gain for NAND Flash memories in Solid State Drives. Although these devices are replacing hard drives in laptops and provide enormous benefits in access speed and weight, they become unreliable the more they are used. Advanced coding techniques are needed to solve problems caused by the very strict reliability/cost requirements of large storage systems. Allocating memory to coding redundant information can extend these devices’ lifetime. The design of codes and decoders with a low power consumption is expected to be the key enabling technology for next generation large storage devices.Read moreRead less
Gigabit Wireless: Setting the Standard for Tomorrow's Broadband. This project will strengthen a long-term alliance between researchers at the University of Melbourne and NEC Australia, one of the few multinational research laboratories with significant R & D presence in Australia. Researchers at the University of Melbourne with expertise in communication theory fundamentals will collaborate with experienced research and design engineers at NEC, to produce fundamental research, and the resulting ....Gigabit Wireless: Setting the Standard for Tomorrow's Broadband. This project will strengthen a long-term alliance between researchers at the University of Melbourne and NEC Australia, one of the few multinational research laboratories with significant R & D presence in Australia. Researchers at the University of Melbourne with expertise in communication theory fundamentals will collaborate with experienced research and design engineers at NEC, to produce fundamental research, and the resulting design tools and intellectual property that will provide a new direction for wireless broadband access. The project will provide high-quality postgraduate and postdoctoral training in an area of great relevance to the Australian telecommunications industry.Read moreRead less
Reconciliation strategies for continuous variable quantum key distribution. This project aims to advance a novel key distribution method, called quantum key distribution, which distributes secure keys using the quantum state of optical channels. Key distribution is a foundational part of data security, allowing digital keys to be securely exchanged between two or more parties, before they are used to protect and share information. The expected outcome is new rateless error correction codes desi ....Reconciliation strategies for continuous variable quantum key distribution. This project aims to advance a novel key distribution method, called quantum key distribution, which distributes secure keys using the quantum state of optical channels. Key distribution is a foundational part of data security, allowing digital keys to be securely exchanged between two or more parties, before they are used to protect and share information. The expected outcome is new rateless error correction codes designed specifically to implement quantum key distribution over long distances. Quantum key distribution is beneficial for ultra-secure communications as it avoids the vulnerability to weak random numbers and quantum-computing brute force attacks that currently threated the security of data protected by existing methods. Read moreRead less
New Methods and Microelectronics for Wireless Communication Systems. Global demand for high quality wireless communications poses significant challenges. The so-called "physical layer" is crucial, as this is where the vagaries of the wireless channel, including interference and limited bandwidth, are mitigated by sophisticated signal processing.
This project will conduct applied research to meet these physical layer challenges, providing solutions that feed directly into next generation wirel ....New Methods and Microelectronics for Wireless Communication Systems. Global demand for high quality wireless communications poses significant challenges. The so-called "physical layer" is crucial, as this is where the vagaries of the wireless channel, including interference and limited bandwidth, are mitigated by sophisticated signal processing.
This project will conduct applied research to meet these physical layer challenges, providing solutions that feed directly into next generation wireless communication systems.
Uniquely, this project focuses on the transfer of research from theoretical genesis, through to realisation of silicon integrated
circuit "chips". This will maximise both the impact of the research
and the potential for significant national economic benefits to accrue.Read moreRead less
Advanced Signal Processing Techniques for Very High Rate Satellite Demodulators. The purpose of the project is to develop new approaches to the design and implementation of very high-rate modems for satellite communication links. In this context data rates between 500 Mbit/s and 1 Gbit/s are targeted. The project aims to bring together two organisations which combined have the technical expertise, track record, market knowledge and motivation to create a significant new capability in satellite ....Advanced Signal Processing Techniques for Very High Rate Satellite Demodulators. The purpose of the project is to develop new approaches to the design and implementation of very high-rate modems for satellite communication links. In this context data rates between 500 Mbit/s and 1 Gbit/s are targeted. The project aims to bring together two organisations which combined have the technical expertise, track record, market knowledge and motivation to create a significant new capability in satellite communications. The project will result in new techniques for the reception and processing of high bandwidth signals to achieve better performance with flexible and cost-efficient designs such as high end earth-resource and surveillance satellite data reception.Read moreRead less
Spectrum efficient wireless technologies for 5G cellular networks. Spectrum efficient wireless technologies for 5G cellular networks. This project aims to design future generation wireless network technologies for 5G cellular networks, whose new and advanced spectrum and interference management technologies can improve the network capacity and radio spectrum efficiency. This is pressing, as the current fourth generation (4G) cellular communications technology will soon not be able to meet increa ....Spectrum efficient wireless technologies for 5G cellular networks. Spectrum efficient wireless technologies for 5G cellular networks. This project aims to design future generation wireless network technologies for 5G cellular networks, whose new and advanced spectrum and interference management technologies can improve the network capacity and radio spectrum efficiency. This is pressing, as the current fourth generation (4G) cellular communications technology will soon not be able to meet increasing demands for high-speed wireless access. This project is intended to bring revolutionary change in the mobile wireless communications and benefit billions of people worldwide.Read moreRead less