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20172026
most citedDifferentially Flat Learning-based Model Predictive Control Using a Stability, State, and Input Constraining Safety Filter

10 citations · 12 across the 19 of their papers we have counts for

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Showing 2026Show all

7 papers · 1 filter

cs.RO2026

CUDA MPC: A GPU-Native Solver for Model Predictive Control

Babak Akbari, Melissa Greeff

Model Predictive Control (MPC) delivers constraint-aware control, but its reliance on online optimization limits its use on systems with fast dynamics, high-dimensional models, or…

eess.SY2026

Anisotropic Template Ansätze for Robust Positive Invariance under State-Dependent Uncertainty

Abdelrahman Ramadan, Melissa Greeff, Sidney Givigi

We establish sufficient conditions for robust positive invariance under state- and input-dependent disturbances with anisotropic covariance structure. The proposed ansatz maps a fi…

cs.RO2026

Lights Out: A Nighttime UAV Localization Framework Using Thermal Imagery and Semantic 3D Maps

Ryan Allen, Melissa Greeff

Reliable backup localization for unmanned aerial vehicles (UAVs) operating in GNSS-denied nighttime conditions remains an open challenge due to the severe modality gap between dayt…

cs.RO2026

A Lightweight Toggleable Adhesion Prototype for Multirotor UAV Landing on Tilting Platforms

Teighin Nordholt, Melissa Greeff

Autonomous multirotor landings on uncrewed surface vessels (USVs) are critical for persistent maritime operations but remain challenging due to wave-induced tilt, wind disturbances…

eess.SY2026

A Case Study in Recovery of Drones using Discrete-Event Systems

Liam P. Burns, Dayse M. Cavalcanti, Felipe G. Cabral +4

Discrete-event systems and supervisory control theory provide a rigorous framework for specifying correct-by-construction behavior. However, their practical application to swarm ro…

cs.RO2026

Impact-Aware Model Predictive Control for UAV Landing on a Heaving Platform

Jess Stephenson, Melissa Greeff

Landing UAVs on heaving marine platforms is challenging because relative vertical motion can generate large impact forces and cause rebound on touchdown. To address this, we develo…

cs.LG2026

Physics-Constrained Denoising Autoencoders for Data-Scarce Wildfire UAV Sensing

Abdelrahman Ramadan, Zahra Dorbeigi Namaghi, Emily Taylor +5

Wildfire monitoring requires high-resolution atmospheric measurements, yet low-cost sensors on Unmanned Aerial Vehicles (UAVs) exhibit baseline drift, cross-sensitivity, and respon…