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Controlling a Mouse Pointer with a Single-Channel EEG Sensor.

Alberto J Molina-Cantero1, Juan A Castro-García1, Fernando Gómez-Bravo2

  • 1Departamento de Tecnología Electrónica, Universidad de Sevilla, 41011 Seville, Spain.

Sensors (Basel, Switzerland)
|August 28, 2021
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Summary
This summary is machine-generated.

This study demonstrates a feasible low-cost method using electroencephalography (EEG) signals to control a mouse pointer. User attention and blinks effectively steer the cursor, showing promise for brain-computer interface applications.

Keywords:
2D cursor controlFitts’ modelHCIattentionblinksemotion assessment

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Area of Science:

  • Neuroscience and Human-Computer Interaction
  • Development of novel brain-computer interfaces (BCIs)

Background:

  • Traditional computer interaction relies on physical input devices.
  • Exploring alternative control methods for accessibility and innovation is crucial.

Purpose of the Study:

  • To assess the feasibility of controlling a mouse pointer using a single-channel electroencephalography (EEG) signal.
  • To investigate the combined use of user attention levels and voluntary blinks for cursor control.

Main Methods:

  • A low-cost, single dry-sensor EEG headset (FP1 position) was employed.
  • Participants controlled cursor movement (spinning/linear) and speed via blinks and attention levels.
  • Performance was evaluated using Fitts' model, trajectory indicators, and user feedback (SAM test, surveys).

Main Results:

  • Achieved an average information transfer rate (ITR) of 7 bits/min, comparable to existing BCI solutions.
  • Cursor navigation performance showed parity with conventional pointing devices.
  • Participants in the 'Attention' group exhibited significantly better movement times and hit rates.

Conclusions:

  • The developed approach offers a viable, low-cost solution for mouse pointer control.
  • The system demonstrates practical feasibility for brain-computer interface applications.
  • User attention significantly impacts performance, highlighting its importance in BCI design.