Pratyush Varshney

DeepControl: Energy-Efficient Control of a Quadrotor using a Deep Neural Network

Synthesis of a feedback controller for nonlinear dynamical systems like a quadrotor requires to deal with the trade-off between performance and online computation requirement of the controller. Model predictive controllers (MPC) provide excellent control performance, but at the cost of high online c…