Publications:Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm
From ISLAB/CAISR
| Title | Control of Smart Environments Using Brain Computer Interface Based on Genetic Algorithm |
|---|---|
| Author | Guilherme Antonio Camelo and Maria Luiza Recena Menezes and Anita Sant'Anna and Rosa Maria Vicari and Carlos Eduardo Pereira |
| Year | 2016 |
| PublicationType | Journal Paper |
| Journal | Lecture Notes in Computer Science |
| HostPublication | |
| 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 url | http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:1015019 |
| Abstract | 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. |
