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Data-driven predictive control for autonomous systems
In autonomous systems, the ability to make forecasts and cope with uncertain predictions is
synonymous with intelligence. Model predictive control (MPC) is an established control …
synonymous with intelligence. Model predictive control (MPC) is an established control …
Robust and efficient quadrotor trajectory generation for fast autonomous flight
In this letter, we propose a robust and efficient quadrotor motion planning system for fast
flight in three-dimensional complex environments. We adopt a kinodynamic path searching …
flight in three-dimensional complex environments. We adopt a kinodynamic path searching …
Geometrically constrained trajectory optimization for multicopters
In this article, we present an optimization-based framework for multicopter trajectory
planning subject to geometrical configuration constraints and user-defined dynamic …
planning subject to geometrical configuration constraints and user-defined dynamic …
The MRS UAV system: Pushing the frontiers of reproducible research, real-world deployment, and education with autonomous unmanned aerial vehicles
We present a multirotor Unmanned Aerial Vehicle (UAV) control and estimation system for
supporting replicable research through realistic simulations and real-world experiments. We …
supporting replicable research through realistic simulations and real-world experiments. We …
Dynamic obstacle avoidance for quadrotors with event cameras
Today's autonomous drones have reaction times of tens of milliseconds, which is not
enough for navigating fast in complex dynamic environments. To safely avoid fast moving …
enough for navigating fast in complex dynamic environments. To safely avoid fast moving …
Crazyswarm: A large nano-quadcopter swarm
We define a system architecture for a large swarm of miniature quadcopters flying in dense
formation indoors. The large number of small vehicles motivates novel design choices for …
formation indoors. The large number of small vehicles motivates novel design choices for …
Autonomous drone racing: A survey
Over the last decade, the use of autonomous drone systems for surveying, search and
rescue, or last-mile delivery has increased exponentially. With the rise of these applications …
rescue, or last-mile delivery has increased exponentially. With the rise of these applications …
Autonomous flight
This review surveys the current state of the art in the development of unmanned aerial
vehicles, focusing on algorithms for quadrotors. Tremendous progress has been made …
vehicles, focusing on algorithms for quadrotors. Tremendous progress has been made …
Policy search for model predictive control with application to agile drone flight
Y Song, D Scaramuzza - IEEE Transactions on Robotics, 2022 - ieeexplore.ieee.org
Policy search and model predictive control (MPC) are two different paradigms for robot
control: policy search has the strength of automatically learning complex policies using …
control: policy search has the strength of automatically learning complex policies using …
Continuous-time trajectory optimization for online uav replanning
Multirotor unmanned aerial vehicles (UAVs) are rapidly gaining popularity for many
applications. However, safe operation in partially unknown, unstructured environments …
applications. However, safe operation in partially unknown, unstructured environments …