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Showing 1 to 3 of 3 for “"Geomagnetic Navigation"”.
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Artificial Intelligence-Assisted Inertial Geomagnetic Passive Navigation
… integration of machine learning techniques into navigation systems has garnered significant interest due to their potential to improve estimation accuracy and system robustness. This doctoral dissertation investigates the use of Deep Learning combined with a Rao-Blackwellized Particle Filter for …
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Machine Learning-Aided Aerospace Applications with Generative Adversarial Networks
… position estimation of non-cooperative targets, geomagnetic navigation, and pilot behavior estimation. Through a detailed study of these applications, this research aims to showcase the versatility and efficiency of GANs in addressing specific aerospace needs. By leveraging the advanced …
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Geomagnetic Aided Dead-Reckoning Navigation
<p>The dependence of modern navigation methods on global positioning systems has led to developing alternative algorithms for localization, capable of providing reliable and robust estimations. Global position system is commonly used in a vast majority of the world’s devices, and it can supply real …