two methods for modelling the propagation of terahertz radiation in a layered structure

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1 Two methods for modelling the propagation of terahertz radiation in a layered structure. GILLIAN C. WALKER 1* , ELIZABETH BERRY 1 , STEPHEN W. SMYE 2 , NICK N. ZINOV’EV 3 , ANTHONY J. FITZGERALD 1 , ROBERT. E. MILES 3 , MARTYN CHAMBERLAIN 3 AND MICHAEL A. SMITH 1 1 Academic Unit of Medical Physics, University of Leeds, UK 2 Department of Medical Physics and Engineering, Leeds Teaching Hospitals NHS Trust, UK 3 Institute of Microwaves and Photonics, University of Leeds, UK ( * Author for correspondence, email:[email protected])

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Page 1: Two methods for modelling the propagation of terahertz radiation in a layered structure

1

Two methods for modelling the propagation of terahertz

radiation in a layered structure.

GILLIAN C. WALKER1*, ELIZABETH BERRY1, STEPHEN W. SMYE2, NICK N. ZINOV’EV3, ANTHONY J. FITZGERALD1, ROBERT. E. MILES3, MARTYN CHAMBERLAIN3 AND MICHAEL A. SMITH1 1Academic Unit of Medical Physics, University of Leeds, UK2Department of Medical Physics and Engineering, Leeds Teaching Hospitals NHS Trust, UK3Institute of Microwaves and Photonics, University of Leeds, UK(*Author for correspondence, email:[email protected])

Page 2: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Objectives

Create a modelling tool to simulate the passage of THz radiation through biological tissue.– Biological tissue is highly inhomogeneous.– The interactions that occur with THz and

biological tissue are complex.

Page 3: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Outline

Modelling Biological Tissue In Vitro Phantom Thin Film Matrix Model Monte Carlo Model Results Discussion Future Work

Page 4: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Modelling the interaction of THz radiation with biological tissue. THz radiation is being investigated as an

imaging tool for skin. It has been shown that TPI can resolve the

stratum corneum, epidermis and dermis. (Cole et al. Laser Plasma Generation and Diagnostics, SPIE Proc 2001; 4286.)

A three-layer system of parallel sided slabs, each with frequency dependent physical properties could be used to simulate human skin.

Page 5: Two methods for modelling the propagation of terahertz radiation in a layered structure

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The modelling problem

0.00E+00

1.00E-04

2.00E-04

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4.00E-04

0.00 1.00 2.00 3.00 4.00 5.00

Frequency THz

Ampl

itude

a.u

.

Incident THz Spectrum

Transmitted THz

Spectrum

0.00E+00

1.00E-04

2.00E-04

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Frequency THz

Ampl

itude

a.u

.

Page 6: Two methods for modelling the propagation of terahertz radiation in a layered structure

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In vitro phantom

Water/Propanol-1 solution

Spacer - 180 m

TPX - 2 mm

Page 7: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Physical Properties of Water/Propanol -1 The absorption coefficient and index of

refraction of water and propanol-1 were calculated using the Cole-Cole model. (Kindt et al. Journal of Physical Chemistry 1996;100 :10373-9)

These were averaged using volume weighting to give the physical properties of the specific water/propanol-1 solution.

Page 8: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Physical Properties of Water/Propanol-1

0123456789

10

0.00E+00 1.00E+12 2.00E+12 3.00E+12 4.00E+12 5.00E+12

Frequency Hz

Ind

ex o

f Ref

ract

ion

water

propanol-1

0

50

100

150

200

250

300

350

0.00E+00 1.00E+12 2.00E+12 3.00E+12 4.00E+12 5.00E+12

Frequency Hz

abso

rpti

on

co

effi

cien

t cm

-1

water

Propanol-1

Page 9: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Thin Film Matrix Model

A method for calculating the change in electric field as it passes through the layered medium.

Implementation of the boundary conditions for the electric and magnetic components of the incident radiation at each boundary result in a matrix formulation of the problem.

Page 10: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Thin Film Matrix Model

i

iTPXPWTPX

t

t

H

EMMM

H

E/

Page 11: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Thin Film Matrix Model

TPXTPXTPX

TPXTPX

TPX

TPX

hnhnin

hnn

inh

M

2cos

2sin

2sin

2cos

Page 12: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Thin Film Matrix Model

4

2cos/

22/

11 inhMM wpPWPW

4

2sin

4

/12 inh

in

iM wp

wp

PW

4

2sin

4/

21 inhiniM wpwpPW

Page 13: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Monte Carlo Model

Creating a Photon Distribution.– A THz pulse is recorded in units

proportional to electric field. – A photon distribution is created by

randomly sampling the spectrum and a Poisson distribution to account for the coherent nature of the radiation.

– One million photons were included in an incident ensemble.

Page 14: Two methods for modelling the propagation of terahertz radiation in a layered structure

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The Monte Carlo Model

The position of each photon is tracked in the sample.

The probability of a photon crossing a boundary within the sample is determined by the Fresnel coefficients.

In the water/propanol-1 solution the Beer-Lambert law is sampled as the probability distribution for an absorption event.

The number of photons transmitted and reflected is counted to give the output spectra.

Page 15: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Presentation of Results

The results of the Monte Carlo simulation were in expressed as a photon distribution while the experimental results were in arbitrary units proportional to electric field.

The experimental results were converted into photon distributions. The number of photons included in each respective ensemble were calculated as a fraction of one million, the fraction given by the experimental area to the incident spectrum area.

Page 16: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Graphical comparison

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Frequency THz

Ampl

itude

a.u.

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1.00E-04

2.00E-04

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4.00E-04

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Frequency THz

Ampl

itude

a.u.

Transmitted spectraIncident spectra

1 000 000 photons

a1 a2

a2/a1*1 000 000 photons

Page 17: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Results - Full Spectrum

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am

pli

tud

e

thin film matrix model

experiment

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mb

er o

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ho

ton

s

Monte Carlo Model

Experiment

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Results - Up to 1 THz

-0.00002

0

0.00002

0.00004

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amp

litu

de

thin film model

experiment

-2000

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ton

s

Monte Carlo Model

Experiment

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Results - Full Spectrum

Monte Carlo Model

y = 0.5863x + 8.0586

R2 = 0.7836

02000400060008000

10000120001400016000

-2000 3000 8000 13000 18000

model

exp

erim

ent

Identity

Best fit line

Thin Film Matrix Model

y = 0.5911x - 6E-08

R2 = 0.9023

-2.00E-05

0.00E+00

2.00E-05

4.00E-05

6.00E-05

8.00E-05

1.00E-04

-0.00002 0.00003 0.00008 0.00013

model

Exp

erim

ent

Identity

Best Fit Line

Page 20: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Discussion

The model results show good agreement with the experimental results reproducing all major features.

Up to 1 THz, where the physical parameters have been verified there is close agreement with model and simulated amplitude.

Generally the Thin Film Matrix Model more closely reproduces the experimental results.

Page 21: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Future Work

Investigations into how the absorption coefficient and index of refraction affect the simulated results are being carried out.

Implementation of a fitting routine to extract physical parameters from the tissue.

Page 22: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Future Work

Variation of absorption coefficient from 50-250%

-0.00005

0

0.00005

0.0001

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0.0002

0.00025

0 5E+11 1E+12 1.5E+12 2E+12 2.5E+12 3E+12

Frequency Hz

Am

plit

ud

e

50%-250% of the absorption coefficient

Experimental result

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Future Work

The Monte Carlo model is to be used to investigate scattering of THz radiation.

The models are to be used to simulate results from human skin for both transmission and reflection data, in vitro and in vivo.

Page 24: Two methods for modelling the propagation of terahertz radiation in a layered structure

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Acknowledgements

This work was supported by the Engineering and Physical Sciences Research Council (GR/N39678)

We are grateful for the contributions of the members of the EU Teravision project (IST-1999-10154), especially W. Th. Wenckebach, T.U. Delft.