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Reliable autonomous vehicle control - a chance constrained stochastic MPC approach
(Pontificia Universidad Católica del Perú, 2017-06-19)
In recent years, there is a growing interest in the development of systems capable of performing
tasks with a high level of autonomy without human supervision. This kind of systems are known as
autonomous systems and ...
Design of a mobile robot’s control system for obstacle identification and avoidance using sensor fusion and model predictive control
(Pontificia Universidad Católica del Perú, 2017-10-14)
The aim of this master thesis is to design a control system based on model predictive
control (MPC) with sensor data fusion for obstacle avoidance. Since the amount of
obtained data is larger due to multiple sensors, the ...