Autonomous Landing of an Unmanned Aerial Vehicle using Image-Based Fuzzy Control


Autoria(s): Olivares Méndez, Miguel Ángel; Mondragon Bernal, Ivan Fernando; Campoy Cervera, Pascual
Data(s)

2013

Resumo

This paper presents a vision based autonomous landing control approach for unmanned aerial vehicles (UAV). The 3D position of an unmanned helicopter is estimated based on the homographies estimated of a known landmark. The translation and altitude estimation of the helicopter against the helipad position are the only information that is used to control the longitudinal, lateral and descend speeds of the vehicle. The control system approach consists in three Fuzzy controllers to manage the speeds of each 3D axis of the aircraft s coordinate system. The 3D position estimation was proven rst, comparing it with the GPS + IMU data with very good results. The robust of the vision algorithm against occlusions was also tested. The excellent behavior of the Fuzzy control approach using the 3D position estimation based in homographies was proved in an outdoors test using a real unmanned helicopter.

Formato

application/pdf

Identificador

http://oa.upm.es/29622/

Idioma(s)

eng

Publicador

E.T.S.I. Industriales (UPM)

Relação

http://oa.upm.es/29622/1/INVE_MEM_2013_170830.pdf

http://www.ifac-papersonline.net/Detailed/63773.html

info:eu-repo/semantics/altIdentifier/doi/10.3182/20131120-3-FR-4045.00011

Direitos

http://creativecommons.org/licenses/by-nc-nd/3.0/es/

info:eu-repo/semantics/restrictedAccess

Fonte

Research, Education and Development of Unmanned Aerial Systems | 2nd IFAC Workshop on Research, Education and Development of Unmanned Aerial Systems (2013) | 20/11/2013 - 22/11/2013 | Compiegne, France

Palavras-Chave #Robótica e Informática Industrial
Tipo

info:eu-repo/semantics/conferenceObject

Ponencia en Congreso o Jornada

NonPeerReviewed