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Development of a Pupillary Plant Model for Investigating the Effects of Range Nonlinearity on Pupil Size Variability Signal

  • Kevin Hung
  • , Bingo Wing Kuen Ling
  • , Daniel Hung Kay Chow
  • , Sio Hang Pun
  • , Gary Man Tat Man

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Pupil Size Variability (PSV), referring to the continuous fluctuation of pupil size without visual accommodation or light stimulation, results from the coupling of cardiovascular regulation signals from the brainstem to the pupil. This phenomenon can provide useful trend data for assessing the condition of the Autonomic Nervous System (ANS). It has been proposed that PSV can be monitored through a mobile health (m-health) system in the form of smart eyewear. The pupillary plant displays a range nonlinearity (RNL) property, causing the level of pupil size fluctuations to change nonlinearly with the mean pupil size. Before PSV can be accurately used to estimate ANS condition, a deeper understanding of the biomechanical mechanisms behind RNL is required. A model incorporating the biomechanical properties of the pupillary muscle plant and the regulation of the ANS has been developed to simulate PSV under the effects of RNL. Our study found that RNL contributes to a nonlinear lowpass filtering effect. The simulation results suggest that a compensation technique will be necessary for estimating ANS condition based on PSV.

Original languageEnglish
Title of host publicationProceedings of the IEEE Region 10 Conference 2024
Subtitle of host publicationArtificial Intelligence and Deep Learning Technologies for Sustainable Future, TENCON 2024
EditorsBin Luo, Sanjib Kumar Sahoo, Yee Hui Lee, Christopher H T Lee, Michael Ong, Arokiaswami Alphones
Pages928-931
Number of pages4
ISBN (Electronic)9798350350821
DOIs
Publication statusPublished - 2024
Event2024 IEEE Region 10 Conference, TENCON 2024 - Singapore, Singapore
Duration: 1 Dec 2024 → 4 Dec 2024

Publication series

NameIEEE Region 10 Annual International Conference, Proceedings/TENCON
ISSN (Print)2159-3442
ISSN (Electronic)2159-3450

Conference

Conference2024 IEEE Region 10 Conference, TENCON 2024
Country/TerritorySingapore
CitySingapore
Period1/12/24 → 4/12/24

Keywords

  • Heart Rate Variability
  • Mobile Health
  • Pupil Size Variability
  • Wearable Sensors

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