UAS See-and-Avoid using two different approaches of Fuzzy Control


Autoria(s): Olivares-Mendez, Miguel A.; Mejias, Luis; Campoy, Pascual; Mellado-Bataller, Ignacio; Mondragon, Ivan
Data(s)

01/06/2012

Resumo

This work presents two UAS See and Avoid approaches using Fuzzy Control. We compare the performance of each controller when a Cross-Entropy method is applied to optimase the parameters for one of the controllers. Each controller receive information from an image processing front-end that detect and track targets in the environment. Visual information is then used under a visual servoing approach to perform autonomous avoidance. Experimental flight trials using a small quadrotor were performed to validate and compare the behaviour of both controllers

Formato

application/pdf

Identificador

http://eprints.qut.edu.au/50750/

Relação

http://eprints.qut.edu.au/50750/1/UAS12_ICUAS49_Olivares_FINAL.pdf

http://uasconferences.com/welcome.html

Olivares-Mendez, Miguel A., Mejias, Luis, Campoy, Pascual, Mellado-Bataller, Ignacio, & Mondragon, Ivan (2012) UAS See-and-Avoid using two different approaches of Fuzzy Control. In Digital Proceedings of the 2012 International Conference on Unmanned Aircraft Systems (ICUAS'12), Philadelphia, PA. USA. (In Press)

Direitos

Copyright 2012 (please consult the authors).

Fonte

Australian Research Centre for Aerospace Automation; School of Electrical Engineering & Computer Science; Science & Engineering Faculty

Palavras-Chave #080104 Computer Vision #090104 Aircraft Performance and Flight Control Systems #collision avoidance #UAV #UAS #Visual Control
Tipo

Conference Paper