Betrayed by Apps: Automated, Scalable Detection of Mobile App Malpractices. This project aims to develop a novel framework to detect content and privacy malpractices perpetrated by thousands of mobile apps. It will use innovative models and algorithms to achieve unprecedented levels of automation and scalability, making it possible for the first time to identify compliance violations across the global app ecosystem. Outcomes will include a knowledge base of prevalent app malpractices, detection ....Betrayed by Apps: Automated, Scalable Detection of Mobile App Malpractices. This project aims to develop a novel framework to detect content and privacy malpractices perpetrated by thousands of mobile apps. It will use innovative models and algorithms to achieve unprecedented levels of automation and scalability, making it possible for the first time to identify compliance violations across the global app ecosystem. Outcomes will include a knowledge base of prevalent app malpractices, detection algorithms, and a software framework for scalable app analysis. New evidence and tools will benefit both Australian and global policymakers and regulators in combating malpractices, users in identifying safe mobile apps for themselves, and local and global app market stakeholders in being more diligent about compliance.Read moreRead less
Coordinated non-coherent wireless for safe and secure networking. Distributed wireless networks have the potential to serve simultaneous users streaming high-definition video, no dead zones, no interference among users and no reduction in data rate as more users are added. This project will provide a solution to the current limitations of distributed wireless networks aiming at user safety and privacy.
Inter-cell interference modelling and control in future cellular systems. Small cells and frequency reuse are the key concepts in increasing the capacity of wireless cellular networks. However, the deployment of dense cells increases interference and limits the network capacity. This project will deliver novel interference control methods, capable of improving the spectral and energy efficiency in cellular networks.
Overcoming the wireless throughput bottleneck: new heterogeneous architectures and algorithms for high data rate mobile broadband. Mobile communication networks are facing a rapid increase in broadband data with traffic forecast to increase by 18 times over the next five years. This project will create novel techniques for the design of a new wireless multi-layered network architecture that will scale to meet this demand whilst minimising the energy footprint of the network.
Fundamental Limits of Wireless Data Transmission over Interference Channels. This project aims to develop interference-resilient wireless data transmission techniques that can significantly improve the reliability and data rate of wireless communications. The expected outcomes of the research include new space-time coding techniques and interference coordination techniques. It is anticipated that the research will support the improvement of high-speed wireless communications and influence the de ....Fundamental Limits of Wireless Data Transmission over Interference Channels. This project aims to develop interference-resilient wireless data transmission techniques that can significantly improve the reliability and data rate of wireless communications. The expected outcomes of the research include new space-time coding techniques and interference coordination techniques. It is anticipated that the research will support the improvement of high-speed wireless communications and influence the development of broadband wireless access solutions.Read moreRead less
Physical layer security techniques for multiuser wireless networks. This project will develop innovative new security techniques for wireless networks. The novel techniques we develop will exploit the natural variability of wireless communication channels in order to deliver much-enhanced data security to a whole range of applications over the mobile internet.
Massive Multiple-input Multiple-output technique for 5G wireless networks. This project aims to develop innovative large-scale antenna array communication techniques to improve the energy efficiency and spectrum efficiency of wireless data networks. The proposed massive multiple-input multiple-output (MIMO) designs would exploit extremely large antenna apertures with very sharp radio beams to improve the throughput of the state-of-the-art MIMO by an order of magnitude. The project plans to devis ....Massive Multiple-input Multiple-output technique for 5G wireless networks. This project aims to develop innovative large-scale antenna array communication techniques to improve the energy efficiency and spectrum efficiency of wireless data networks. The proposed massive multiple-input multiple-output (MIMO) designs would exploit extremely large antenna apertures with very sharp radio beams to improve the throughput of the state-of-the-art MIMO by an order of magnitude. The project plans to devise novel and pragmatic signal processing and coding approaches for very large antenna arrays for this new type of wireless infrastructure. It is expected that the project outcomes would dramatically increase the data speed for 5G mobile and future WiFi networks and benefit users through pervasive wireless broadband access.Read moreRead less
Network coding over finite rings. Wireless networks are increasing exponentially throughout the world, but are still plagued by delay, jitter, and interference. Advanced algebraic tools are the key to designing novel network coding and relaying schemes, which will overcome these issues and increase the network capacity in terms of sustainable data rates.
Optical wireless frontier: Design challenges of multi gigabit wireless. This project aims to improve the coverage, mobile access, miniaturisation, bandwidth and networking of optical wireless. As connected machines become the primary consumers of the Internet, technologies for wirelessly connecting devices, processors, storage and display devices at very high speeds become necessary for mission critical services and applications. Gigabit wireless access needs to overcome shortages in the radio-f ....Optical wireless frontier: Design challenges of multi gigabit wireless. This project aims to improve the coverage, mobile access, miniaturisation, bandwidth and networking of optical wireless. As connected machines become the primary consumers of the Internet, technologies for wirelessly connecting devices, processors, storage and display devices at very high speeds become necessary for mission critical services and applications. Gigabit wireless access needs to overcome shortages in the radio-frequency spectrum and provide scalable bandwidth and wider coverage. Optical wireless transmission is a real alternative to current wireless systems because its connection speed of tens of gigabits/second means it can work efficiently with wired optical networking technologies. This project is expected to lead to optical wireless technology.Read moreRead less
Taming uncertainty: a stochastic-geometric foundation for complex wireless networks. This project will improve our understanding of complex networks such as the internet, wireless communication networks and social networks. We will do this by properly studying the impact of the network geometry. The outcomes will be new approaches to managing complex networks to improve both efficiency and performance.