activity
20202026
most citedThe MRS UAV System: Pushing the Frontiers of Reproducible Research, Real-world Deployment, and Education with Autonomous Unmanned Aerial Vehicles

153 citations · 1.2k across the 106 of their papers we have counts for

collaborators

109 papers

cs.RO2026

NMPP: Nonlinear Model Predictive Planning for Agile UAV Flight in Cluttered Environments

Ondřej Procházka, Juraj Pauko, Robert Pěnička +1

Flying a quadrotor through a cluttered environment requires not only planning a collision-free reference trajectory based on perceived obstacles, but the reference also needs to be…

cs.RO2026

Towards Agile Vision-Based Multi-UAV Flight: Revisiting State Estimation

Michal Pliska, Matouš Vrba, Ondřej Víta +3

Agile multi-UAV flight requires accurate and low-latency onboard estimation of the kinematic states of neighboring UAVs for collision avoidance, motion coordination, etc. Most visi…

cs.RO2026

L1-MPPI: L1 Adaptive Model Predictive Path Integral for Agile UAV Control

Lukáš Kotek, Ondřej Procházka, Vojtěch Vonásek +2

This work proposes the L1 Adaptive Model Predictive Path Integral (L1-MPPI). It cascades L1 adaptive control with the Model Predictive Path Integral (MPPI) to improve tracking of h…

cs.RO2026

Tilt as a Certified Resource: Preserving Motor Wrench-Rate Authority on Articulated Multirotors

Giuseppe Silano, Martin Saska

Fully-actuated multirotor aerial vehicles must not only track nominal wrenches but retain the "readiness" to modulate them rapidly under disturbances. Classical effort-minimizing a…

cs.RO2026

FF-MPCC: High-speed Agile Formation Flight with Model Predictive Contouring Control

Aditya Dandwate, Vit Kratky, Parakh M. Gupta +2

Flying in a prescribed formation in an agile manner remains a challenging problem in the field of UAVs, particularly when following highly-demanding trajectories that require fligh…

cs.RO2026

BC-NMPC: Battery-Constrained NMPC with Propulsion Prediction and Replanning for High-Speed Flight

Parakh M. Gupta, Matej Mihulka, Matej Novosad +2

Trajectory tracking performance of Uncrewed Aerial Vehicles (UAVs) degrades during an agile high-speed flight due to the depletion of the battery and subsequent loss of maximum ava…