Abstract: In this paper, we present a new approach to improve direction-of-arrival estimation for uniform linear arrays (ULA) using deep learning. We propose to denoise the array covariance matrix ...
Abstract: This paper proposes a novel deep learning-based approach for estimating the Direction of Arrival (DOA) from a single snapshot by reconstructing the inverse covariance matrix, inspired by the ...
Positioning is the most basic and crucial step in the driving navigation. An accurate positioning can effectively improve the accuracy of the road-binding, and can also sense the change of the driving ...
DIWASP is a comprehensive toolbox for estimating directional wave spectra from measurements of water surface elevation, pressure, velocity, or acceleration. This Python implementation provides a ...
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