Vision Based Guidance, Navigation and Control of a Tail-Sitter Unmanned Aerial Vehicle. The development of a high precision visual guidance system for vertical takeoff and landing UAVs will significantly enhance their operational effectiveness by allowing them to land accurately on the back of small vessels or in confined clearings. Together with the extra navigation-system redundancy vis-a-vis GPS system failure and the ability to self-identify reasonable emergency landing sites, the proposed v ....Vision Based Guidance, Navigation and Control of a Tail-Sitter Unmanned Aerial Vehicle. The development of a high precision visual guidance system for vertical takeoff and landing UAVs will significantly enhance their operational effectiveness by allowing them to land accurately on the back of small vessels or in confined clearings. Together with the extra navigation-system redundancy vis-a-vis GPS system failure and the ability to self-identify reasonable emergency landing sites, the proposed vision-based system represents a significant capability improvement over what is currently available. It will thus enhance the ability of defence and civil-defence units to patrol Australian borders effectively and to react to threats. It will also have significant export potential to allied nations.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
Supervised autonomy for autonomous underwater vehicles (AUVs) using limited bandwidth communication channels. The project aims to improve the feedback link between an autonomous underwater vehicle (AUV) and an operator by developing novel acoustic communication schemes that exploit developments in machine learning, network, and communication theory and represents a step towards truly autonomous and intelligent surveying using AUV systems.
Environment modelling of Great Barrier Reef habitats using Autonomous Transect Surveying. This project has as its goal the development of algorithms and methods capable of modeling unstructured, reef environments using data collected by an autonomous robotic system capable of surveying the Great Barrier Reef. The Australian Centre for Field Robotics (ACFR) currently has a small research Umanned Underwater Vehicle capable of undertaking such survey work. Under the proposed project, this vehicle ....Environment modelling of Great Barrier Reef habitats using Autonomous Transect Surveying. This project has as its goal the development of algorithms and methods capable of modeling unstructured, reef environments using data collected by an autonomous robotic system capable of surveying the Great Barrier Reef. The Australian Centre for Field Robotics (ACFR) currently has a small research Umanned Underwater Vehicle capable of undertaking such survey work. Under the proposed project, this vehicle will be equipped with appropriate sensors (such as vision systems, sonar, depth and temperature sensors). The proposed grant will support an APA (I) whose aim will be the construction of comprehensive models of the state of the reef over which the vehicle will operate.Read moreRead less