<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "VoglerNet: multiple knife-edge diffraction using deep neural network"^^ . "Multiple knife-edge diffraction estimation is a fundamental problem in wireless communication. One of the most well-known algorithm for predicting diffraction is Vogler algorithm which has been shown to reach the state-of-the-art results in both simulation and measurement experiments. However, it can not be easily used in practice due to its high computational complexity. In this paper, we propose VoglerNet, a data-driven diffraction estimator, by converting the Vogler algorithm into a deep neural network based system. To train VoglerNet, we propose to minimize a regularized loss function using Levenberg-Marquardt backpropagation in conjunction with a Bayesian regularization. Our numerical experiments show that VoglerNet provides fast solution in order of milliseconds while its performance is very close to that of the classical Vogler algorithm."^^ . "2020-07-08" . . . . . . . . . . . . . . . . . "Ali"^^ . "Mansour"^^ . "Ali Mansour"^^ . . "Arnaud"^^ . "Coatanhay"^^ . "Arnaud Coatanhay"^^ . . "Viet Dung"^^ . "Nguyen"^^ . "Viet Dung Nguyen"^^ . . "Huy"^^ . "Phan"^^ . "Huy Phan"^^ . . . . "2020 14th European Conference on Antennas and Propagation (EuCAP)"^^ . . . . . "Copenhagen, Denmark,"^^ . . . . . . "VoglerNet: multiple knife-edge diffraction using deep neural network (PDF)"^^ . . . "Dung2020.pdf"^^ . . . "VoglerNet: multiple knife-edge diffraction using deep neural network (Other)"^^ . . . . . . "preview.jpg"^^ . . . "VoglerNet: multiple knife-edge diffraction using deep neural network (Other)"^^ . . . . . . "medium.jpg"^^ . . . "VoglerNet: multiple knife-edge diffraction using deep neural network (Other)"^^ . . . . . . "small.jpg"^^ . . . "VoglerNet: multiple knife-edge diffraction using deep neural network (Other)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #4282 \n\nVoglerNet: multiple knife-edge diffraction using deep neural network\n\n" . "text/html" . . . "Communications"@en . .