Discovery Early Career Researcher Award - Grant ID: DE190100311
Funder
Australian Research Council
Funding Amount
$360,000.00
Summary
Multidirectional stretchable and wearable tactile sensors. This project aims to establish a new platform for multidirectional wearable tactile sensors with high sensitivity and stretchability based on rational material designs and structural engineering. Wearable tactile sensors with multidirectional force-sensing capabilities are of great importance in robotics, prosthetics, and rehabilitation devices. This novel form of tactile sensing will be developed through fundamental research into the wo ....Multidirectional stretchable and wearable tactile sensors. This project aims to establish a new platform for multidirectional wearable tactile sensors with high sensitivity and stretchability based on rational material designs and structural engineering. Wearable tactile sensors with multidirectional force-sensing capabilities are of great importance in robotics, prosthetics, and rehabilitation devices. This novel form of tactile sensing will be developed through fundamental research into the working mechanism of directional sensors to enable detection of different force intensities. Combined with new device fabrication techniques, and innovative material structural engineering, the expected outcome is a new multidirectional tactile sensor system with high sensitivity and stretchability.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE170100284
Funder
Australian Research Council
Funding Amount
$359,008.00
Summary
Stretchable strain sensors based on three-dimensional structured nano-carbon. This project aims to develop a class of stretchable strain sensors based on three-dimensionally (3D) structured carbon nanomaterials for wearable devices. The project plans to design and fabricate 3D-structured carbon with structures and physical properties for developing nanocomposites for strain sensing applications. The expected outcome is wearable sensors capable of monitoring human movements with potential applica ....Stretchable strain sensors based on three-dimensional structured nano-carbon. This project aims to develop a class of stretchable strain sensors based on three-dimensionally (3D) structured carbon nanomaterials for wearable devices. The project plans to design and fabricate 3D-structured carbon with structures and physical properties for developing nanocomposites for strain sensing applications. The expected outcome is wearable sensors capable of monitoring human movements with potential applications in personal health monitoring. These wearable devices could ultimately improve health care substantially while reducing its costs.Read moreRead less
Multimodal retinal imaging provides "insight" into cerebrovascular ageing. Multimodal retinal imaging provides "insight" into cerebrovascular ageing. This project aims to develop a multi-modal imaging technology platform to simultaneously measure amyloid beta and its neurovascular sequelae to identify novel early biomarkers of ageing in the eye and brain. The growing ageing population is an increasing socioeconomic burden. The central nervous system is particularly susceptible to ageing, which i ....Multimodal retinal imaging provides "insight" into cerebrovascular ageing. Multimodal retinal imaging provides "insight" into cerebrovascular ageing. This project aims to develop a multi-modal imaging technology platform to simultaneously measure amyloid beta and its neurovascular sequelae to identify novel early biomarkers of ageing in the eye and brain. The growing ageing population is an increasing socioeconomic burden. The central nervous system is particularly susceptible to ageing, which is difficult to measure at its onset. Critically, as the eye is an easily accessible extension of the cortex, retinal imaging may be a non-invasive surrogate to assess ageing changes in the brain. Anticipated outcomes are a sensitive detector of neural ageing, improved preventative measures, reducing the socioeconomic burden of ageing, and improved quality of life.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210100858
Funder
Australian Research Council
Funding Amount
$344,896.00
Summary
Human-Centred Robot Training. This project aims to address the challenge of effectively enabling novice users to train robots on complex tasks using instructional methods and gamification. With the recent advances of AI research, robots have now better cognitive and functional skills, research in robot training also now allows them to learn interactively from human. Since these robots are expected to provide assistance in different domains including education and healthcare, it is crucial to eff ....Human-Centred Robot Training. This project aims to address the challenge of effectively enabling novice users to train robots on complex tasks using instructional methods and gamification. With the recent advances of AI research, robots have now better cognitive and functional skills, research in robot training also now allows them to learn interactively from human. Since these robots are expected to provide assistance in different domains including education and healthcare, it is crucial to effectively engage human in robot’s instruction. Expected outcomes include new methods for trainers to assess robot learning, and to improve their engagement and feedback. This should provide significant human-robot interaction benefits for accessibility of learning robots.Read moreRead less
Machine Learning for Fracture Risk Assessment from Simple Radiography. This project aims to develop a novel, reliable, low-cost system to detect poor bone health and assess fracture risk to help to prevent and manage osteoporosis-related fractures. Currently, osteoporosis-related fractures cost our health system millions of dollars annually and costs are increasing with our ageing population. Early detection of poor bone health will improve the effectiveness of preventive measures and ease this ....Machine Learning for Fracture Risk Assessment from Simple Radiography. This project aims to develop a novel, reliable, low-cost system to detect poor bone health and assess fracture risk to help to prevent and manage osteoporosis-related fractures. Currently, osteoporosis-related fractures cost our health system millions of dollars annually and costs are increasing with our ageing population. Early detection of poor bone health will improve the effectiveness of preventive measures and ease this burden. Current methods include unreliable, crude clinical and visual guides that suggest osteoporosis screening. The project plans to develop a novel system by applying machine learning algorithms to radiology data which is commonly captured for diagnosing other conditions.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC210100019
Funder
Australian Research Council
Funding Amount
$4,583,816.00
Summary
ARC Training Centre for Optimal Ageing. The ARC Training Centre for Optimal Ageing aims to address issues identified by older adults as essential for quality of life. With our industry partners, we aim to train the next generation of researchers to understand, detect and improve psychosocial factors that support mental activity, physical health and social connectedness, and embrace advances in artificial intelligence, digital-enriched environments and adaptive workplaces to deliver effective dig ....ARC Training Centre for Optimal Ageing. The ARC Training Centre for Optimal Ageing aims to address issues identified by older adults as essential for quality of life. With our industry partners, we aim to train the next generation of researchers to understand, detect and improve psychosocial factors that support mental activity, physical health and social connectedness, and embrace advances in artificial intelligence, digital-enriched environments and adaptive workplaces to deliver effective digital solutions. By developing new capacity and capability to drive the digital transformation of industries supporting our ageing population, our Centre seeks to deliver economic and social benefits that enable Australians to live enriched, healthy and independent lives as they age.Read moreRead less