rip 20041 computational electromagnetics & computational bioimaging qianqian fang research in...
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RIP 2004 1
Computational Electromagnetics&
Computational BioimagingQianqian Fang
Research In Progress (RIP 2004)
THAYERSCHOOL OF
ENGINEERINGD A R T M O U T H C O L L E G E
THAYERSCHOOL OF
ENGINEERINGD A R T M O U T H C O L L E G E
RIP 2004 2
Outline
• Macroscopic Electromagnetics
• Computational Electromagnetics (CEM)
• Inverse Problems• Computational Biomedical
Imaging (CBI)• CBI and CEM
RIP 2004 3
From DC to LightCircuit
Theory
Matrix
Electromagnetics
Wave
Electromagnetics
Quantum
MechanicsOptics
http://www.lbl.gov/MicroWorlds/ALSTool/EMSpec/EMSpec2.html
RIP 2004 4
Electromagnetism
• Macroscopic Electromagnetism– Foundation
• Core equations• Core theorems
– Wave (amplitudes,phase,wavelength,polarization..)
• Radiation• Scattering
– Circuit(Network)(impedance,S parameters,power,gain...)
• Distributed parameter circuit networks analysis• Filter design
• Quantum Electro-Dynamics (QED)
RIP 2004 5
Macroscopic Electromagnetics
Energy
Conservation
Poynting theorem
Momentum
Conservation
Auxiliary Functions
vector/scalar elec. potential
vector/scalar mag. potential
vector/scalar Herzian potential
Scalar/dyadic Green’s function
Wave equations
Transient EM wave/
Time-Harmonic EM wave/
Time/Frequency domain/
Vector/Scalar Helmholtz equation
Vector/Scalar Wave equation
Material Properties:
isotropic/anisotropic/
Bi-anisotropic/uniaxial/
Positive/negative axial/
Dispersive/stationary
Lorenz force
Mechanics
Maxwell equations
Constitutive relations
Boundary Conditions
Core
RIP 2004 6
Electromagnetics: Core Theorems
Duality
Principal
Equivalen
ce
Theorem
Reciprocit
y
Theorem
Uniquene
ss
Theorem
Huygens’
Principal
Green’s
Theorem
RIP 2004 7
Computational Electromagnetics
• Definition• Numerical <-> Linearization• High-frequency-> geometric
approx• Low-frequency->
difference/variational
RIP 2004 8
Computational Electromagnetics
Computational
Electromagnetics
Computational
Electromagnetics
Forward ProblemsForward Problems Inverse ProblemsInverse Problems
High-Frequency MethodsHigh-Frequency Methods Low-Frequency MethodsLow-Frequency Methods Analytical methodsAnalytical methods Inverse Source ProblemInverse Source Problem Inverse ScatteringInverse Scattering
RIP 2004 9
Forward: Integration
• Integration Equation: MoM, BEM, EFIE/MFIE/CFIE
http://www.lcp.nrl.navy.mil/cfd-cta/CFD3/img_gallery/f117/
RIP 2004 10
Forward: Differential
http://sdcd.gsfc.nasa.gov/ESS/annual.reports/ess98/kma.html
http://www.remcom.com/xfdtd6/
Finite Element Method (FEM) Finite Difference-Time Domain (FDTD)
RIP 2004 11
Comparison: IE/DEIntegral Equ.
MethodsDiff. Equ. Methods
Math foundations Gauss/Stokes TheoremGreen’s Theorem
Maxwell equationVariational Principal
Problem Dimensions n-1 n
Constains Global Local
Linearization Dense matrix equation
Sparse matrix equation
Discretization Surface mesh Volume mesh
Mesh truncation (RBC/ABC)
Typically no need Needed for unbounded problems
Pros Large problems, far fields
Near field, inhomogeneous
Cons Inhomogeneous Large unknown#
RIP 2004 12
Inverse Problems
• Inverse Source Problems
• Inverse Scattering Problems
• Mixed Inverse Problems
response knownstructure known
source unknown
mine
source known
structure unknown
response known
fuL (?)
?(?) uL
?)( uL
Forward operator
System Parameter
Measurement
Source
RIP 2004 13
Approaches of Solving Inverse Problems
• Operator Equation
• Root Finding
• Optimization
fuL )(
0)( fuL
fuL )(
)()(min uRuE Misfit functional
Regularization functional
RIP 2004 14
Biomedical Imaging
• Principal– Encoding/Decoding of information
• Imaging Agent
• Functional Imaging and Structural Imaging
Particles SPECT(photons),PET(positron)
Wave
Mechanical Ultrasound,Elastography,Seismology
Electromagnetic
EIT,MWI,NIR,CT,X-Ray,MR,SAR
RIP 2004 15
CBI and CEM
• CT -> Linear attenuation -> Filted Backprojection -> Linear Inverse problem
• MRI -> Inverse Fourier Transform• Ultrasound• EIT, MWI, NIR, GPR, …
-> Nonlinear propagation -> iterative reconstructions -> Nonlinear inverse problem
RIP 2004 16
Reference
• W.C. Chew, “Waves and Fields in Inhomogeneous Media,” Van Nostrand Reinhold, New York, 1990.
• J.A. Kong, “Electromagnetic Wave Theory,” Wiley-Interscience, New York, 1990.
• Yvon Jarny, “The Inverse Engineering Handbook, Chapter 3”, CRC Press, 2003.
• C. Vogel, “Computational methods for inverse problem,” SIAM, Philadelphia, 2002.
RIP 2004 17
Acknowledgement
• Prof. Paul M. Meaney• Prof. Keith D. Paulsen• Margaret Fanning• Dun Li• Sarah A. Pendergrass• Colleen J. Fox• Timothy Raynolds
Thanks for all my friends at Thayer School.
RIP 2004 18
Questions?