Fractional-order modelling and simulation of human ear

被引:21
|
作者
Naghibolhosseini, Maryam [1 ,2 ]
Long, Glenis R. [2 ]
机构
[1] Michigan State Univ, Dept Commun Sci & Disorders, E Lansing, MI 48824 USA
[2] CUNY, Grad Ctr, Dept Speech Language Hearing Sci, New York, NY 10021 USA
关键词
Fractional-order lumped element modelling; fractional-order transmission line; power-law viscoelasticity; human ear modelling; distortion product otoacoustic emissions; HUMAN MIDDLE-EAR; HUMAN TYMPANIC MEMBRANE; OTOACOUSTIC EMISSIONS; TEMPORAL BONES; PRESSURE LEVEL; ANALOG MODEL; POWER-LAW; VISCOELASTICITY; TRANSMISSION; RHEOLOGY;
D O I
10.1080/00207160.2017.1404038
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Conventional integer-order lumped element models cannot fully describe the memory-dependent viscoelastic behaviour of bio-tissues. We propose a tunable and more predictive lumped element modelling of fractional-order sense for human ear, which is better adapted to the physical nature of the bio-materials. We develop a computational-mathematical framework for human ear to account for the power-law characteristics of viscoelastic bio-tissues. On the experiment side, we obtain impedance data and distortion product otoacoustic emissions data from several participants, to estimate the round-trip outer-middle ear gain, for parameter fitting and validation of the proposed model. This modelling approach provides a sound basis for data-driven modelling and simulation of the viscoelastic tissues of the human ear.Abbreviations: DPOAE: distortion product otoacoustic emission; FTF: forward transfer function; OMEG: round-trip outer-middle ear gain; RTF: reverse transfer function; TM: tympanic membrane
引用
收藏
页码:1257 / 1273
页数:17
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