Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)
Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)
Wind Estimation for Accurate Airplane Path Following Applications
Journal of Intelligent and Robotic Systems
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Soaring is the process of gaining energy from the atmosphere in-flight using an aerodynamic free-flying platform. Dynamic soaring utilizes the energy available in vertical wind gradients and is commonly used by soaring birds. This research aims to develop a guidance and control strategy to utilize dynamic soaring for a fixed-wing gliding UAV. The basic strategies for dynamic soaring in vertical wind shear are explored and a simple piecewise trajectory based controller is developed to identify regions suitable for soaring and attempt traveling energy-neutral trajectories.