TY - GEN
T1 - Development of a Pupillary Plant Model for Investigating the Effects of Range Nonlinearity on Pupil Size Variability Signal
AU - Hung, Kevin
AU - Ling, Bingo Wing Kuen
AU - Chow, Daniel Hung Kay
AU - Pun, Sio Hang
AU - Man, Gary Man Tat
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - Heart Rate Variability
KW - Mobile Health
KW - Pupil Size Variability
KW - Wearable Sensors
UR - https://www.scopus.com/pages/publications/105000229650
U2 - 10.1109/TENCON61640.2024.10902834
DO - 10.1109/TENCON61640.2024.10902834
M3 - Conference contribution
AN - SCOPUS:105000229650
T3 - IEEE Region 10 Annual International Conference, Proceedings/TENCON
SP - 928
EP - 931
BT - Proceedings of the IEEE Region 10 Conference 2024
A2 - Luo, Bin
A2 - Sahoo, Sanjib Kumar
A2 - Lee, Yee Hui
A2 - Lee, Christopher H T
A2 - Ong, Michael
A2 - Alphones, Arokiaswami
T2 - 2024 IEEE Region 10 Conference, TENCON 2024
Y2 - 1 December 2024 through 4 December 2024
ER -