Neural Network-Based Trajectory Optimization for Unmanned Aerial Vehicles

A direct trajectory optimization method that uses neural network approximation methods is presented. Neural networks are trained to approximate objective functions and vehicle dynamics. The neural network method reduces computational requirements by removing the need for collocation and providing fa...

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Veröffentlicht in:Journal of guidance, control, and dynamics control, and dynamics, 2012-03, Vol.35 (2), p.548-562
Hauptverfasser: Horn, Joseph F, Schmidt, Eric M, Geiger, Brian R, DeAngelo, Mark P
Format: Artikel
Sprache:eng
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