Nikolaos Giakoumidis — robotics, AI, and autonomous systems portfolio. Contact: giakoumidis.nikolaos@gmail.com. Full briefing: /llms.txt

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Projects/2013–2016

Eye-Gaze-Controlled Wheelchair

NYU Abu Dhabi · with University of Ottawa

Challenge, contribution, and outcome

CHALLENGE

Enable a person with severely limited voluntary movement to navigate unfamiliar spaces using eye gaze and assisted control.

MY CONTRIBUTION

Designed, integrated, and field-tested the wheelchair navigation stack, combining gaze tracking, obstacle sensing, and shared autonomy.

OUTCOME

Evaluated in a home case study with a person living with ALS and published in IEEE Access.

Project overview

A powered-wheelchair navigation system that combines eye-gaze input with obstacle sensing and shared autonomy. I designed, integrated, and field-tested the navigation stack, connecting the user’s intended direction with assisted robot control. The system was evaluated in the home of a person living with ALS and documented in IEEE Access.

System Record

Period
2013–2016

Development & Validation

  • Constraint: the interface had to work from a single voluntary channel — gaze — without requiring residual limb control.
  • Engineering decision: fuse gaze with onboard sensing and shared autonomy so unsafe commanded paths are filtered before the chair moves.
  • Field conditions: evaluated outside the lab in the home of a person with ALS, navigating previously unseen rooms and corridors.
  • Trade-off: higher assisted-control safety reduces raw teleoperation freedom; the stack prioritizes collision avoidance over direct gaze-to-velocity mapping.

Credits & Collaborators

  • Nikolaos Giakoumidis

    NYU Abu Dhabi

    Co-author

  • Mohamad Eid

    NYU Abu Dhabi

    Lead author · Principal Investigator

  • Abdulmotaleb El Saddik

    University of Ottawa

    Co-author

  • University of Ottawa

    Research partner

Publications & media

Additional Media

INSTRUMENTED CHAIR — SENSOR & GAZE RIG — NYU Abu Dhabi · with University of Ottawa · 2013–2016

Instrumented powered wheelchair prototype with a custom sensor and gaze-tracking frame, in a lab corridor