Foundations of Vision Based Control of Robotic Vehicles. Automated and partially automated robotic vehicles are an emerging technology in society. The safety and performance of such systems depends crucially on their sensing and control algorithms. Vision sensing is one of the few sensor modalities that has the potential to adequately represent the complexity of a real world environment. By providing simple and effective vision based control algorithms this project develops Frontier Technologi ....Foundations of Vision Based Control of Robotic Vehicles. Automated and partially automated robotic vehicles are an emerging technology in society. The safety and performance of such systems depends crucially on their sensing and control algorithms. Vision sensing is one of the few sensor modalities that has the potential to adequately represent the complexity of a real world environment. By providing simple and effective vision based control algorithms this project develops Frontier Technologies for Building and Transforming Australian Industries by enabling a wide range of robotic vehicle applications, including aerial, submersible, and wheeled vehicles.Read moreRead less
Supervised autonomy for AUVs using limited bandwidth communication channels. This project aims to improve the feedback link between robotic platforms and an operator, to increase the effectiveness of underwater survey operations. During surveys, some level of adaptation is required to allow underwater robots to respond to the data they are collecting. It is often difficult to reliably program an autonomous system to identify salient data, particularly when the mission involves searching for part ....Supervised autonomy for AUVs using limited bandwidth communication channels. This project aims to improve the feedback link between robotic platforms and an operator, to increase the effectiveness of underwater survey operations. During surveys, some level of adaptation is required to allow underwater robots to respond to the data they are collecting. It is often difficult to reliably program an autonomous system to identify salient data, particularly when the mission involves searching for particular features whose sensor signatures may be difficult to determine a priori. In contrast, humans are generally good at quickly identifying important data or determining when a mission is not achieving its goals. The project aims to develop novel acoustic communication schemes that will allow communication between the human operator and the underwater robot, exploiting developments in machine learning, network and communication theory.Read moreRead less
Robotic gait assistive strategy for people with paraplegia: Generating balanced and human-like gait on a bipedal system. The outcomes of the project will contribute significantly to the fundamental understanding of bipedal mechanisms, robotics, and the dynamics of human gait. This research is unique in Australia and it will strengthen Australia's research standing in robotics and health-sciences. The immediate application of the outcomes will contribute significantly to the musculoskeletal and p ....Robotic gait assistive strategy for people with paraplegia: Generating balanced and human-like gait on a bipedal system. The outcomes of the project will contribute significantly to the fundamental understanding of bipedal mechanisms, robotics, and the dynamics of human gait. This research is unique in Australia and it will strengthen Australia's research standing in robotics and health-sciences. The immediate application of the outcomes will contribute significantly to the musculoskeletal and psychological health of people with spinal cord injury, as well as the basic locomotion capability around the house to carry out their daily tasks more independently and conveniently. Hence it will directly contribute to improving their quality of life and substantially reducing health-care costs and carer responsibilities in the community.Read moreRead less