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Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm
Abstract <p>This work deals with the developm<p>This work deals with the development of an interface to control a smart conference room using passive BCI (Brain Computer Interface). It compares a genetic algorithm developed in a previous project to control the smart conference room with a random control algorithm. The system controls features of the conference room such as air conditioner, lightning systems, electric shutters, entertainment devices, etc. The parameters of the algorithm are extracted from users biosignal using Emotiv Epoc Headset while the user performs an attention test. The tests indicate that the decisions made by the genetic algorithm lead to better results, but in a single execution cannot be considered an effective optimization algorithm. © Springer-Verlag Berlin Heidelberg 2016.</p>r-Verlag Berlin Heidelberg 2016.</p>
Author Guilherme Antonio Camelo + , Maria Luiza Recena Menezes + , Anita Sant'Anna + , Rosa Maria Vicari + , Carlos Eduardo Pereira +
Conference 8th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2016), Da Nang, Vietnam, 14-16 March, 2016
DOI http://dx.doi.org/10.1007/978-3-662-49390-8_75  +
Diva http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:1015019
EndPage 781  +
Journal Lecture Notes in Computer Science  +
PublicationType Journal Paper  +
Publisher Springer Berlin/Heidelberg  +
StartPage 773  +
Title Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm  +
Volume 9622  +
Year 2016  +
Has queryThis property is a special property in this wiki. Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm + , Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm + , Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm + , Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm + , Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm + , Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm + , Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm + , Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm + , Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm + , Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm +
Categories Publication  +
Modification dateThis property is a special property in this wiki. 25 October 2016 22:53:22  +
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