UAS See-and-Avoid using two different approaches of Fuzzy Control
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)
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
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|Item Type:||Conference Paper|
|Keywords:||collision avoidance, UAV, UAS, Visual Control|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Computer Vision (080104)|
Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > AEROSPACE ENGINEERING (090100) > Aircraft Performance and Flight Control Systems (090104)
|Divisions:||Current > Research Centres > Australian Research Centre for Aerospace Automation|
Current > Schools > School of Electrical Engineering & Computer Science
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Copyright Owner:||Copyright 2012 (please consult the authors).|
|Deposited On:||05 Jun 2012 12:13|
|Last Modified:||21 May 2013 19:43|
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