Model-Based Control of Flying Robots for Robust Interaction Under Wind Influence

£89.50

Model-Based Control of Flying Robots for Robust Interaction Under Wind Influence

Automatic control engineering Robotics Artificial intelligence

Author: Teodor Tomic

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Collection: Springer Tracts in Advanced Robotics

Language: English

Published by: Springer

Published on: 7th October 2022

Format: LCP-protected ePub

Size: 37 Mb

ISBN: 9783031153938


Overview

This book addresses the topic of autonomous flying robots physically interacting with the environment under the influence of wind. It aims to make aerial robots aware of the disturbance, interaction, and faults acting on them. This requires reasoning about the external wrench (force and torque) acting on the robot and distinguishing between wind, interactions, and collisions. The book takes a model-based approach and covers a systematic approach to parameter identification for flying robots.

Wind Speed Estimation

The book aims to provide a wind speed estimate independent of the external wrench, including estimating the wind speed using motor power measurements.

Aerodynamics Modeling

Aerodynamics modeling is approached in a data-driven fashion, using ground-truth measurements from a 4D wind tunnel.

Interaction Control

Finally, the book bridges the gap between trajectory tracking and interaction control, to allow physical interaction under wind influence. Theoretical results are accompanied by extensive simulation and experimental results.

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