A survey on learning-based model predictive control: Toward path tracking control of mobile platforms

K Zhang, J Wang, X **-wing micro air vehicle under wind disturbance
J Lee, S Ryu, HJ Kim - IEEE Robotics and Automation Letters, 2020‏ - ieeexplore.ieee.org
Flap**-wing micro air vehicles (FWMAVs) inspired by the nature are interesting flight
platforms due to their efficiency, concealment and agility. However, most studies have been …

Control of aerial robots using convex QP LMPC and learning-based explicit-MPC

MA Najafqolian, K Alipour… - IEEE Transactions …, 2024‏ - ieeexplore.ieee.org
This article presents a novel method for quadrotor trajectory control utilizing cascade control
and model predictive control (MPC). The proposed approach divides the control problem …

Model-based approach for lateral maneuvers of bird-size ornithopter

E Sanchez-Laulhe, ÁCS Crespo… - … on Robotics and …, 2024‏ - ieeexplore.ieee.org
A model-based approach for lateral maneuvering of flap** wing UAVs in closed spaces is
presented. Bird-size ornithopters do not have asymmetric actuation in the wing due to …

Learning Agent-Based Model Predictive Control for Holistic Vehicle Performance

J Zhong, RV Mehrizi, M Pirani, C Yu… - IEEE Transactions …, 2024‏ - ieeexplore.ieee.org
Agent-based model predictive control (AMPC) has recently been proposed as a distributed
scheme that collaborates with all agents to achieve optimal holistic performance. However …

Dynamics and control of a flap** wing uav with abdomen undulation inspired by monarch butterfly

KC Tejaswi, CK Kang, T Lee - 2021 American control …, 2021‏ - ieeexplore.ieee.org
This paper presents a dynamic model and a control system for a flap**-wing unmanned
aerial vehicle. Inspired by flight characteristics captured from live Monarch butterflies, a new …

Learning-based Trajectory Tracking for Bird-inspired Flap**-Wing Robots

J Cai, V Sangli, M Kim, K Sreenath - ar**-wing robots offer significant potential for agile flight in complex
environments, but achieving agile and robust trajectory tracking remains a challenge due to …

Trajectory tracking control for flap**-wing UAV based on model-free predictive control

X Liu, Y Wu, C Du, J Yu, Y Zheng - 2023 IEEE International …, 2023‏ - ieeexplore.ieee.org
This paper proposes a trajectory tracking algorithm that uses Model Predictive Control
(MPC) to address the issue of poor tracking performance of the Flap**-wing UAV …

[PDF][PDF] Data-driven modeling of a flap** bat robot with a single flexible wing surface.

J Hoff, S Hutchinson - Robotics: Science and Systems, 2020‏ - researchgate.net
Flap** wing aerial vehicles rely heavily on accurate models for a variety of different tasks.
There have been significant efforts in creating both analytical and data-driven models for …