• DocumentCode
    47025
  • Title

    Is Sensorimotor BCI Performance Influenced Differently by Mono, Stereo, or 3-D Auditory Feedback?

  • Author

    McCreadie, K.A. ; Coyle, D.H. ; Prasad, Girijesh

  • Author_Institution
    Intell. Syst. Res. Centre, Univ. of Ulster, Derry, UK
  • Volume
    22
  • Issue
    3
  • fYear
    2014
  • fDate
    May-14
  • Firstpage
    431
  • Lastpage
    440
  • Abstract
    Imagination of movement can be used as a control method for a brain-computer interface (BCI) allowing communication for the physically impaired. Visual feedback within such a closed loop system excludes those with visual problems and hence there is a need for alternative sensory feedback pathways. In the context of substituting the visual channel for the auditory channel, this study aims to add to the limited evidence that it is possible to substitute visual feedback for its auditory equivalent and assess the impact this has on BCI performance. Secondly, the study aims to determine for the first time if the type of auditory feedback method influences motor imagery performance significantly. Auditory feedback is presented using a stepped approach of single (mono), double (stereo), and multiple (vector base amplitude panning as an audio game) loudspeaker arrangements. Visual feedback involves a ball-basket paradigm and a spaceship game. Each session consists of either auditory or visual feedback only with runs of each type of feedback presentation method applied in each session. Results from seven subjects across five sessions of each feedback type (visual, auditory) (10 sessions in total) show that auditory feedback is a suitable substitute for the visual equivalent and that there are no statistical differences in the type of auditory feedback presented across five sessions.
  • Keywords
    brain-computer interfaces; feedback; handicapped aids; hearing; loudspeakers; medical control systems; 3D auditory feedback; auditory feedback channel; auditory feedback method; ball-basket paradigm; brain-computer interface; closed loop system; control method; double loudspeaker arrangements; mono auditory feedback; movement imagination; multiple loudspeaker arrangements; physically impaired; sensorimotor BCI performance; sensory feedback pathways; single loudspeaker arrangements; spaceship game; stereo auditory feedback; 1f noise; Electroencephalography; Games; Loudspeakers; Timing; Training; Visualization; Audio feedback; brain–computer interface (BCI); games; sensorimotor rhythms (SMR); vector base amplitude panning (VBAP);
  • fLanguage
    English
  • Journal_Title
    Neural Systems and Rehabilitation Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1534-4320
  • Type

    jour

  • DOI
    10.1109/TNSRE.2014.2312270
  • Filename
    6777322