CORTEXA
← Browse
arxivcs.RO2026-07-11

Direct Rotor Thrust Sensing and Feedback Control for Disturbance Rejection of Multirotors Using Load-cells

Peter Böhm, Michael Brünig, Peyman Z. Moghadam, Pauline E. I. Pounds

Gust disturbances, dynamic vertical inflow and ground effect are key adverse aerodynamic phenomena that induce variations in the forces acting on a multirotor and complicate its flight control. Miniature rotorcraft typically rely on simplified modelling of such effects to compute adjustments in thrust to counteract these forces. In the most basic case, disturbance force estimations are derived from the aircraft's motion and the generated thrust is assumed to exactly match that requested by the controller. However, such systems rely on the aircraft's trajectory to be affected before disturbances can be sensed and compensated. Numerous approaches presented over the last 15-20 years aim to reject external disturbances more quickly, but challenges remain. This paper presents a new approach in this category by measuring the instantaneous force of the rotors directly at the point of generation using load-cells and implementing high-speed control to accurately track the desired thrust. Measurements from load-cells were previously considered too noisy to provide meaningful input, but the experiments presented in the paper using purpose-built hardware from low-cost commodity components in single- and dual rotor see-saw models and a flying aircraft demonstrate both the feasibility and the effectiveness of the approach in the presence of complex aerodynamic phenomena.

View free PDFSource page

Related papers

arxivcs.RO2026-07-02

MorphQuad: Morphable Quadrotor for Superhuman Maneuverability, Manipulation, and Resiliency

Jose Diaz Peon Gonzalez Pacheco, Jiawei Xu, Andrew Zhao, Hongyu Zhou, Atharva Navsalkar, Andrew Scheffer, et al.

Infrastructure maintenance, contact-based inspection, and emergency response can benefit from aerial vehicles that act as a flying human hand with extreme maneuverability, manipulation, and resiliency (MMR): maneuverability to fly in arbitrary orientations to reach remote and tig…

View free PDFSource page
arxiveess.SYcs.RO2026-07-19

Optimal Safety Control using High-Order Control Barrier Functions

Neng Li, Zuodong Pan, Jiaxing Wang, Weiguo Xia, Wei Ren

This paper investigates the optimal safety control problem of nonlinear control systems by proposing novel high-order control barrier functions (HOCBFs). Different from zeroing HOCBFs, two novel HOCBFs are derived and the safety controllers are designed in an explicit way. Next,…

View free PDFSource page
arxivcs.ROeess.SY2026-07-02

QuadRocket: An Aerial Robotic Testbed for Adaptive Thrust-Vector Control of Rocket-Like Vehicles

Pedro Santos, Joel Reis, Paulo Oliveira, Carlos Silvestre

This paper presents QuadRocket, a quadrotor-based rocket prototype that provides a low-cost, low-risk platform for validating advanced thrust-vector control strategies for launch vehicle-type systems. The prototype consists of a cylindrical main body mounted on top of a quadrotor…

View free PDFSource page
arxivcs.ROcs.LGeess.SY2026-06-30

Machine Learning-based Feedback Linearization Control of Quadrotor Subject to Unmodeled Dynamics

Amos Alwala, Gabriel da Silva Lima, Wallace Moreira Bessa

The control of agile quadrotors in dynamic and uncertain environments remains an open area of investigation to this day, particularly when the complete system dynamics are partially known or highly nonlinear. This work introduces a novel machine learning-based feedback-linearizat…

View free PDFSource page
arxivcs.RO2026-07-01

Enhancing Robustness in Robot-Environment Interactions through Passive Compliant Degrees of Freedom: A Hybrid Position-Force Control Approach with Feedback Linearization

Rahman Ardakanian, Iman Kardan, AliAkbar Akbari, Ali Mousavi

Robot-environment interactions in dynamic or unstructured settings are often degraded by impact shocks, vibrations, and uncertainties in contact geometry and mechanical properties. This paper proposes an interaction architecture that combines feedback-linearized hybrid position-f…

View free PDFSource page
arxivcs.CRcs.AIcs.ROeess.SY2026-07-20

RT-SHCUA: Real-Time Self-Hosted Computer-Use Agent for UAV Control

Di Lu, Bo Zhang, Xiyuan Li, Yongzhi Liao, Xuewen Dong, Yulong Shen, et al.

Natural-language control offers a promising interface for unmanned aerial vehicles (UAVs), but directly applying self-hosted computer-use agents (SHCUAs) to UAV control introduces a structural mismatch. SHCUAs are designed for interactive host-side tool use, where delayed agent i…

View free PDFSource page