title: Light on! Real world evaluation of a P300-based brain-computer interface (BCI) for environment control in a smart home.
abstract: Brain-computer interface (BCI) systems aim to enable interaction with other people and the environment without muscular activation by the exploitation of changes in brain signals due to the execution of cognitive tasks. In this context, the visual P300 potential appears suited to control smart homes through BCI spellers. The aim of this work is to evaluate whether the widely used character-speller is more sustainable than an icon-based one, designed to operate smart home environment or to communicate moods and needs. Nine subjects with neurodegenerative diseases and no BCI experience used both speller types in a real smart home environment. User experience during BCI tasks was evaluated recording concurrent physiological signals. Usability was assessed for each speller type immediately after use. Classification accuracy was lower for the icon-speller, which was also more attention demanding. However, in subjective evaluations, the effect of a real feedback partially counterbalanced the difficulty in BCI use.
  Since inclusive BCIs require to consider interface sustainability, we evaluated different ergonomic aspects of the interaction of disabled users with a character-speller (goal: word spelling) and an icon-speller (goal: operating a real smart home). We found the first one as more sustainable in terms of accuracy and cognitive effort.
authors.affiliation: Biomedical Technological Department, Don Gnocchi Foundation, Via Capecelatro 66, 20148 Milan, Italy. rcarabalona@dongnocchi.it
authors.forename: Roberta
authors.initials: R
authors.lastname: Carabalona
authors.forename: Ferdinando
authors.initials: F
authors.lastname: Grossi
authors.forename: Adam
authors.initials: A
authors.lastname: Tessadri
authors.forename: Paolo
authors.initials: P
authors.lastname: Castiglioni
authors.forename: Antonio
authors.initials: A
authors.lastname: Caracciolo
authors.forename: Ilaria
authors.initials: I
authors.lastname: de Munari
mesh_terms: D000328:Adult; D000368:Aged; D001921:Brain / Q000502:physiology*; D003143:Communication Devices for People with Disabilities; D004780:Environment, Controlled; D005260:Female; D006798:Housing; D006801:Humans; D007558:Italy; D008297:Male; D008875:Middle Aged; D019636:Neurodegenerative Diseases; D012984:Software; D014584:User-Computer Interface