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
Efficient signal transmission techniques for large scale antenna systems. This project aims to design efficient signal transmission techniques for large scale antenna wireless systems that can significantly improve network capacity and radio spectrum efficiency. Large scale antenna arrays deployed in cellular networks is a promising technique to accommodate the dramatically increasing data demands for next generation wireless communications. The intended outcome of the project will bring revolut ....Efficient signal transmission techniques for large scale antenna systems. This project aims to design efficient signal transmission techniques for large scale antenna wireless systems that can significantly improve network capacity and radio spectrum efficiency. Large scale antenna arrays deployed in cellular networks is a promising technique to accommodate the dramatically increasing data demands for next generation wireless communications. The intended outcome of the project will bring revolutionary change in mobile wireless communications and benefit billions of people in the world. It will significantly lift productivity and economic growth in Australia.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200101347
Funder
Australian Research Council
Funding Amount
$419,162.00
Summary
Empowering 5G Infrastructure with Collocated 3G/4G/5G Base Station Antennas. The Australian government has decided to support the timely rollout of fifth-generation (5G) mobile communication systems due to their potential for producing far-reaching economic and social benefits. This infrastructure rollout requires a quick, efficient deployment of the associated 5G base stations. The integration of 5G antenna arrays into existing 3G/4G base stations would alleviate the substantial cost increases ....Empowering 5G Infrastructure with Collocated 3G/4G/5G Base Station Antennas. The Australian government has decided to support the timely rollout of fifth-generation (5G) mobile communication systems due to their potential for producing far-reaching economic and social benefits. This infrastructure rollout requires a quick, efficient deployment of the associated 5G base stations. The integration of 5G antenna arrays into existing 3G/4G base stations would alleviate the substantial cost increases and negative environmental impacts tied to acquiring new sites for them. This project aims to develop the theory and engineering methodologies necessary to successfully address the significant scientific challenges posed by the detrimental interference effects associated with the compact integration of 3G/4G/5G arrays. Read moreRead less
Airborne Base Station Communication Systems: Capacity and Optimization. This project will fundamentally characterise and optimize information gathering, dissemination, and communication capacities of airborne base stations to enable low latency communications in rural and remote areas. New technologies such as precision farming, safe remote equipment operation in mining, and wide area surveillance and security, require low latency communications that are an order of magnitude beyond what is curr ....Airborne Base Station Communication Systems: Capacity and Optimization. This project will fundamentally characterise and optimize information gathering, dissemination, and communication capacities of airborne base stations to enable low latency communications in rural and remote areas. New technologies such as precision farming, safe remote equipment operation in mining, and wide area surveillance and security, require low latency communications that are an order of magnitude beyond what is currently available from satellite links. The expected outcome will be radically new base station deployment and flight path planning, and data transmission technologies. These will unlock new application technologies by enabling secure wide-spread communications coverage, delivering economic benefits to remote Australia.Read moreRead less
Novel Techniques for Uncoordinated Massive Access in the Internet of Things. The IoT (internet of things) is the backbone of intelligent transportation, healthcare, energy and smart home systems. To accommodate the exponentially increasing number of IoT devices, a dramatic paradigm shift towards non-orthogonal uncoordinated (grant-free) massive access is underway, where devices transmit data opportunistically over shared channel resources. This project aims to develop new receivers for such unc ....Novel Techniques for Uncoordinated Massive Access in the Internet of Things. The IoT (internet of things) is the backbone of intelligent transportation, healthcare, energy and smart home systems. To accommodate the exponentially increasing number of IoT devices, a dramatic paradigm shift towards non-orthogonal uncoordinated (grant-free) massive access is underway, where devices transmit data opportunistically over shared channel resources. This project aims to develop new receivers for such uncoordinated massive access, where the receivers will be trained to identify transmitting devices, recover their data, and resolve any collisions. These outcomes are expected to emerge as a game changer in IoT communications, benefiting national and international industry to meet future telecommunications needs for the IoT.Read moreRead less
Orthogonal Time Frequency Space Modulation for Future Mobile Communications. Future wireless systems need to support high-mobility services, including self-driving autonomous cars, in-vehicle infotainment, and communications onboard aircraft. This project proposes to develop novel orthogonal time frequency space (OTFS) communications theories and pragmatic transceiver techniques, aiming to substantially improve data rates, reliability, and robustness of future high-mobility communications. Innov ....Orthogonal Time Frequency Space Modulation for Future Mobile Communications. Future wireless systems need to support high-mobility services, including self-driving autonomous cars, in-vehicle infotainment, and communications onboard aircraft. This project proposes to develop novel orthogonal time frequency space (OTFS) communications theories and pragmatic transceiver techniques, aiming to substantially improve data rates, reliability, and robustness of future high-mobility communications. Innovative transceiver techniques, signal processing algorithms for channel estimation and detection, and efficient coding approaches will be devised for OTFS systems. The project outcomes are expected to advance the capabilities of high-mobility communications and provide significant benefits for users and network providers.Read moreRead less
Robust and Scalable Autonomous Landing for Drones. The aim of this project is to develop a transformative robust and scalable autonomous landing system for drones. This is the critical missing technology needed to unleash exponential growth in a potentially enormous drone delivery industry by enabling a multitude of applications to deliver goods and supplies via drones to a wide range of destinations in Australia and the world in a timely, flexible and accurate manner. Such an autonomous landi ....Robust and Scalable Autonomous Landing for Drones. The aim of this project is to develop a transformative robust and scalable autonomous landing system for drones. This is the critical missing technology needed to unleash exponential growth in a potentially enormous drone delivery industry by enabling a multitude of applications to deliver goods and supplies via drones to a wide range of destinations in Australia and the world in a timely, flexible and accurate manner. Such an autonomous landing solution would revolutionise drone technology, and propel Australia to the forefront of technology innovation. This project would benefit not only large scale delivery by drone in urban and suburban areas of Australia but also long distance delivery via drone to remote areas of Australia.Read moreRead less
Enabling wide area mm-wave mobile broadband networks. This project will define a new architecture and algorithms based around a network of access points with overlapping coverage that will support broadband, wide-area services to mobile users in mm-wave bands. The project will develop tools to characterise the information carrying capacity of this network, and tradeoffs between key parameters. The outcomes will be used by Mobile Network Operators in planning their deployments and developing thei ....Enabling wide area mm-wave mobile broadband networks. This project will define a new architecture and algorithms based around a network of access points with overlapping coverage that will support broadband, wide-area services to mobile users in mm-wave bands. The project will develop tools to characterise the information carrying capacity of this network, and tradeoffs between key parameters. The outcomes will be used by Mobile Network Operators in planning their deployments and developing their operations software to deliver diverse and flexible data services. The benefit will be an unlocking of radio spectrum beyond isolated hot spots, supporting vastly greater traffic densities and data rates worth billions of dollars to the economy.
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Low-Complexity Capacity-Scalable Multiple Antenna Wireless Communications. The project aims to develop innovative solutions for low-complexity, capacity-scalable multiple antenna wireless communications, in order to meet future data rate requirements whilst maintaining a practical system at a sustainable cost. By leveraging delay-Doppler domain channel properties and geometric reciprocity, pragmatic transceiver technologies and innovative delay-Doppler domain signal processing algorithms for cha ....Low-Complexity Capacity-Scalable Multiple Antenna Wireless Communications. The project aims to develop innovative solutions for low-complexity, capacity-scalable multiple antenna wireless communications, in order to meet future data rate requirements whilst maintaining a practical system at a sustainable cost. By leveraging delay-Doppler domain channel properties and geometric reciprocity, pragmatic transceiver technologies and innovative delay-Doppler domain signal processing algorithms for channel prediction and multi-user transmissions will be developed. The outcomes of the project are expected to significantly improve users' data rates with low system complexity and reduced signalling overhead for future wireless communications.Read moreRead less
Reliable bi-directional machine-type communications for smart agriculture. This project aims to develop innovative solutions for agricultural machine-type communications to provide robust and bi-directional coverage for remote agriculture areas with difficult terrain, by leveraging smart-sensor-enabled, energy-efficient uplink transmissions and ultra-reliable downlink transmissions. Machine-type communications have been recognised as a key enabler for the future smart agriculture and smart farms ....Reliable bi-directional machine-type communications for smart agriculture. This project aims to develop innovative solutions for agricultural machine-type communications to provide robust and bi-directional coverage for remote agriculture areas with difficult terrain, by leveraging smart-sensor-enabled, energy-efficient uplink transmissions and ultra-reliable downlink transmissions. Machine-type communications have been recognised as a key enabler for the future smart agriculture and smart farms. The project will use novel agricultural machine-type communication theories and develop test-beds to enable the smart agricultural applications. This is expected to contribute to the crucial communication infrastructures for smart farms, which will lead to higher agricultural productivity and national economy.Read moreRead less