Wind estimation using quadcopter motion: A machine learning approach

S Allison, H Bai, B Jayaraman - Aerospace Science and Technology, 2020 - Elsevier
In this article, we study the well known problem of wind estimation in atmospheric turbulence
using small unmanned aerial systems (sUAS). We present a machine learning approach to …

Wind profiling in the lower atmosphere from wind-induced perturbations to multirotor UAS

J González-Rocha, SFJ De Wekker, SD Ross… - Sensors, 2020 - mdpi.com
We present a model-based approach to estimate the vertical profile of horizontal wind
velocity components using motion perturbations of a multirotor unmanned aircraft system …

Flight-Test System Identification Techniques and Applications for Small, Low-Cost, Fixed-Wing Aircraft

BM Simmons, JL Gresham, CA Woolsey - Journal of Aircraft, 2023 - arc.aiaa.org
This paper provides an overview of flight-test system identification methods applied in the
Virginia Tech Nonlinear Systems Laboratory that focus on modeling small, inexpensive …

Measuring wind speed using the internal stabilization system of a quadrotor drone

M Simma, H Mjøen, T Boström - Drones, 2020 - mdpi.com
This article proposes a method of measuring wind speed using the data logged by the
autopilot of a quadrotor drone. Theoretical equations from works on quadrotor control are …

High-Resolution Profiling of Atmospheric Turbulence Using UAV Autopilot Data

A Shelekhov, A Afanasiev, E Shelekhova, A Kobzev… - Drones, 2023 - mdpi.com
The capabilities of hovering unmanned aerial vehicles (UAVs) in low-altitude sensing of
atmospheric turbulence with high spatial resolution are studied experimentally. The vertical …

Incorporating thrust models for quadcopter wind estimation

H Chen, H Bai - IFAC-PapersOnLine, 2022 - Elsevier
We consider a nonlinear estimation problem where a quadcopter moves in a wind field. The
accuracy of the thrust model used in an estimator for wind estimation is highly related to …

Generating airspace geofence boundary layers in wind

MN Stevens, EM Atkins - Journal of Aerospace Information Systems, 2020 - arc.aiaa.org
Electronic geofencing is proposed as a means to manage small unmanned aircraft systems
in distinct airspace boundaries. A geofence is defined by a minimum and maximum altitude …

Real-time wind estimation from the internal sensors of an aircraft using machine learning

A Motamedi, M Sabzehparvar, M Mortazavi - Soft Computing, 2024 - Springer
A real-time wind velocity vector and parameters estimation and wind model identification
approach using a machine learning technique is addressed in this paper. The proposed …

Advances in Aero-Propulsive Modeling for Fixed-Wing and eVTOL Aircraft Using Experimental Data

BM Simmons - 2023 - vtechworks.lib.vt.edu
Small unmanned aircraft and electric vertical takeoff and landing (eVTOL) aircraft have
recently emerged as vehicles able to perform new missions and stimulate future air …

Comparison of Nonlinear Filters for Quadcopter Wind Estimation

H Chen, B Revard, H Bai, JD Jacob - AIAA SCITECH 2024 Forum, 2024 - arc.aiaa.org
Wind estimation for small unmanned aerial vehicles (sUAVs) can not only improve their
navigation and flight performance, but also be used for environmental studies and …