Next-Generation Solvers for Complex Microwave Engineering Problems. This project aims to design a complementary physics-guided, data-driven method that can accurately solve complex microwave engineering problems in a timely manner. The primary bottleneck so far preventing that approach, which is the disparity between the trained theoretical model and reality, will be overcome using a multi-frequency complex-valued domain adaptation technique. The method will use deep neural networks to reliably ....Next-Generation Solvers for Complex Microwave Engineering Problems. This project aims to design a complementary physics-guided, data-driven method that can accurately solve complex microwave engineering problems in a timely manner. The primary bottleneck so far preventing that approach, which is the disparity between the trained theoretical model and reality, will be overcome using a multi-frequency complex-valued domain adaptation technique. The method will use deep neural networks to reliably learn the physical concepts of microwave engineering problems. This project will have significant economic and societal benefits, such as supporting the efficient design, installation and operation of communication systems, mining, infrastructure inspection, security, remote sensing, and microwave imaging. Read moreRead less
Lattice Panel Based Optical Apertures for Optical Wireless Networks . Future work and homes will demand superfast wireless connectivity supported by optical fibre networks providing high speeds into our buildings. The technology gap, however, is a system to deliver this level of connectivity to our wireless mobile devices. Addressing this need, this innovative project proposes a novel architecture of lattice panel apertures based on arrays of phased arrays that can establish and steer multiple ....Lattice Panel Based Optical Apertures for Optical Wireless Networks . Future work and homes will demand superfast wireless connectivity supported by optical fibre networks providing high speeds into our buildings. The technology gap, however, is a system to deliver this level of connectivity to our wireless mobile devices. Addressing this need, this innovative project proposes a novel architecture of lattice panel apertures based on arrays of phased arrays that can establish and steer multiple optical beams simultaneously. It will investigate these system architectures, demonstrating their feasibility. By transforming broadband wireless into the future of optical mobile networking, the project outcomes will extend to every connected office and home, benefiting Australia’s economy and national security. Read moreRead less