Please use this identifier to cite or link to this item: https://www.um.edu.mt/library/oar/handle/123456789/109451
Title: BCI-controlled wheelchairs : end-users’ perceptions, needs, and expectations, an interview-based study
Authors: Padfield, Natasha
Agius Anastasi, Andrei
Camilleri, Tracey
Fabri, Simon G.
Bugeja, Marvin K.
Camilleri, Kenneth P.
Keywords: Brain-computer interfaces
Wheelchairs -- Technological innovations
Electroencephalography
Spinal cord -- Wounds and injuries -- Patients -- Attitudes
Self-help devices for people with disabilities
Issue Date: 2023
Publisher: Taylor & Francis
Citation: Padfield, N., Agius Anastasi, A., Camilleri, T., Fabri, S., Bugeja, M. K., & Camilleri, K. (2023). BCI-controlled wheelchairs: end-users’ perceptions, needs, and expectations, an interview-based study. Disability and Rehabilitation: Assistive Technology, DOI: 10.1080/17483107.2023.2211602.
Abstract: Purpose: Brain-computer interface (BCI)-controlled wheelchairs have the potential to improve the independence of people with mobility impairments. The low uptake of BCI devices has been linked to a lack of knowledge among researchers of the needs of end-users that should influence BCI development. Materials and methods: This study used semi-structured interviews to learn about the perceptions, needs, and expectations of spinal cord injury (SCI) patients with regards to a BCI-controlled wheelchair. Topics discussed in the interview include: paradigms, shared control, safety, robustness, channel selection, hardware, and experimental design. The interviews were recorded and then transcribed. Analysis was carried out using coding based on grounded theory principles. Results: The majority of participants had a positive view of BCI-controlled wheelchair technology and were willing to use the technology. Core issues were raised regarding safety, cost and aesthetics. Interview discussions were linked to state-of-the-art BCI technology. The results challenge the current reliance of researchers on the motor-imagery paradigm by suggesting end-users expect highly intuitive paradigms. There also needs to be a stronger focus on obstacle avoidance and safety features in BCI wheelchairs. Finally, the development of control approaches that can be personalized for individual users may be instrumental for widespread adoption of these devices. Conclusions: This study, based on interviews with SCI patients, indicates that BCI-controlled wheelchairs are a promising assistive technology that would be well received by end-users. Recommendations for a more person-centered design of BCI controlled wheelchairs are made and clear avenues for future research are identified.
URI: https://www.um.edu.mt/library/oar/handle/123456789/109451
Appears in Collections:Scholarly Works - FacEngSCE

Files in This Item:
File Description SizeFormat 
BCI controlled wheelchairs end users perceptions needs and expectations an interview based study 2023.pdf
  Restricted Access
524.7 kBAdobe PDFView/Open Request a copy


Items in OAR@UM are protected by copyright, with all rights reserved, unless otherwise indicated.