Single-Trial Analysis of Inter-Beat Interval Perturbations Accompanying Single-Switch Scanning: Case Series of Three Children With Severe Spastic Quadriplegic Cerebral Palsy

IEEE Trans Neural Syst Rehabil Eng. 2016 Feb;24(2):261-71. doi: 10.1109/TNSRE.2015.2441737. Epub 2015 Jun 8.

Abstract

Single-switch access in conjunction with scanning remains a fundamental solution in restoring communication for many children with profound physical disabilities. However, untimely switch inaction and unintentional switch activations can lead to user frustration and impede functional communication. A previous preliminary study, in the context of a case series with three single-switch users, reported that correct, accidental and missed switch activations could elicit cardiac deceleration and increased phasic skin conductance on average, while deliberate switch non-use was associated with autonomic nonresponse. The present study investigated the possibility of using blood volume pulse recordings from the same three pediatric single-switch users to track the aforementioned switch events on a single-trial basis. Peaks of the line length time series derived from the empirical mode decomposition of the inter-beat interval time series matched, on average, a high percentage (above 80%) of single-switch events, while unmatched peaks coincided moderately (below 37%) with idle time during scanning. These results encourage further study of autonomic measures as complementary information channels to enhance single-switch access.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Blood Volume
  • Cerebral Palsy / rehabilitation*
  • Child
  • Communication Aids for Disabled*
  • Galvanic Skin Response / physiology
  • Heart Rate / physiology*
  • Humans
  • Larynx, Artificial
  • Male
  • Quadriplegia / rehabilitation*
  • Regional Blood Flow
  • Reproducibility of Results
  • Skin Temperature
  • Vibration