On the Mixed Discretization of the Time Domain Magnetic Field Integral Equation
|
|
- Grace Riley
- 5 years ago
- Views:
Transcription
1 On the Mixed Discretization of the Tie Doain Magnetic Field Integral Equation H. A. Ülkü 1 I. Bogaert K. Cools 3 F. P. Andriulli 4 H. Bağ 1 Abstract Tie doain agnetic field integral equation (MFIE) is discretized using divergenceconforing Rao-Wilton-Glisson (RWG) and curl-conforing Buffa-Christiansen (BC) functions as spatial basis and testing functions, respectively. The resulting ixed discretization schee, unlike the classical schee which uses RWG functions as both basis and testing functions, is proper : Testing functions belong to dual space of the basis functions. Nuerical results deonstrate that the arching on-in-tie (MOT) solution of the ixed discretized MFIE yields ore accurate results than that of classically discretized MFIE. 1 INTRODUCTION Magnetic field integral equation (MFIE) is a second kind integral equation, i.e., it is constructed as a suation of an identity and a linear operator. Because of the identity operator, the doain and range of the MFIE operator are identical and a consistent discretization schee should use basis and testing functions, which belong to dual spaces of each other [1]. In particular, the testing function should be in the dual space of the MFIE operator s range (and doain) to obtain a proper discretization schee. Classical arching on-intie (MOT) based MFIE solvers expand the unknown surface current density using divergence-conforing Rao-Wilton-Glisson (RWG) functions [] in space and polynoial functions in tie. To obtain a proper discretization, spatial testing should be done using curl-conforing ˆn RWG functions, which belong to dual space of the divergence conforing RWG basis functions. However, resulting MOT atrix becoes singular and cannot be inverted accurately at every tie step as required by the MOT schee. Therefore, classical ipleentations use RWG functions (but not their duals) for spatial testing and violates the requireent of the proper discretization described above. Even though the solution of the MOT atrix syste resulting fro this discretization schee converges fast, it yields inaccurate results. In this work, tie doain MFIE is discretized using the ixed discretization schee, which is originally proposed for discretizing the frequency doain MFIE [3]. Mixed discretization schee akes use of recently proposed Buffa-Christiansen (BC) functions [4]-[5] to produce well-conditioned MOT atrices without violating the requireent of the proper discretization described above. Current density is expanded using divergence-conforing RWG functions in space and spatial testing is carried out using curl-conforing ˆn BC functions, which belong to dual space of the divergence-conforing RWG functions. 1 Division of Physical Science and Engineering, King Abdullah University of Science and Technology, Thuwal, KSA e-ail: huseyin.ulku@kaust.edu.sa, hakan.bagci@kaust.edu.sa tel.: , fax: Departent of Inforation Technology, Ghent University, Ghent, Belgiu. e-ail: Ignace.Bogaert@intec.ugent.be 3 Departent of Electrical and Electronic Engineering, University of Nottingha, Nottingha, UK. e-ail: Kristof.Cools@nottingha.ac.uk 4 Microwave Departent, TELECOM Bretagne, Brest, France. e-ail: francesco.andriulli@teleco-bretagne.eu
2 Nuerical results deonstrate that the MOT solution of the ixed discretized MFIE yields ore accurate results than that of the classically discretized MFIE, as expected. MAGNETIC FIELD INTEGRAL EQUATION Tie doain MFIE, which is obtained by enforcing the agnetic field boundary condition on perfect electrically conductor (PEC) scatterer surfaces, reads ˆn(r) H inc (r,t) = 1 J(r,t), r S. (1) δ (t R / c) ˆn(r) J( r,t) d r S 4π R Here, S denotes the scatter surface, H inc (r,t) is the (essentially) band-liited incident agnetic field, J(r,t) is unknown current density, R = r r is the distance between the source point r and the observation point r, ˆn(r) is the outward-pointing unit noral vector defined at r, c is the speed of light in the ediu, where S resides, denotes the teporal convolution operation, and δ (.) is the Dirac delta function. To nuerically solve (1) for the unknown current density J(r,t), MOT schee expands J(r,t) in ters of teporal and spatial basis functions: N J(r,t) = t I n,i (t)b n (r) () N n=1 In (), f n (r) denotes the n th spatial basis function, which is chosen as the RWG basis function, (t) is the i th teporal basis function, which is chosen as the shifted polynoial Lagrange interpolation function, and I n,i is the unknown coefficient associated with the n th spatial and i th teporal basis function. Here, N and N t are nubers of spatial basis functions and tie steps, respectively. Substituting () in (1) and testing the resulting equation with testing functions t (r), = 1,.., N, in space and δ (t t j ), j = 1,.., N t in tie, yield the linear MOT syste: t (r) ˆn(r) H inc (r,t j )dr = N j 1 n=1 I n,i t (r) )f n (r)dr t S (r) ˆn(r) ) H n (r,t j ) dr }. (3) Here, t j = jδt and Δt is the tie step size and H n (r,t) is the agnetic field due to ipulsively excited RWG basis function. It should be noted here that H n (r,t) is evaluated analytically as described in [6]-[8]; H n (r,t) does not have any spatial singularities, therefore there is no need for a singularity treatent schee to enhance accuracy of the resulting atrix eleents. Additionally, for polynoial (t), teporal convolution in (3) can be evaluated in analytically [6]-[8].
3 The choice of testing basis function t (r) deterines type of the discretization strategy as described next in Section.1 and., and one of factors that deterine the accuracy of the solution as deonstrated by the nuerical results presented in Section 3..1 Classical Discretization Strategy Classical Galerkin discretization strategy uses divergence-conforing RWG functions for spatial testing, i.e., t (r) = f (r) in (3), where f (r) denotes the th RWG function. Even though the Gra atrix [first ter on the right hand side of (3)] resulting fro this type of discretization is well-conditioned, this discretization schee is not proper: Testing and basis functions belong to the sae function space; see Section 1 for a brief explanation and see [3] for ore details.. Mixed Discretization Strategy Mixed discretization strategy uses curl-conforing rotated BC functions for spatial testing, i.e., t (r) = ˆn(r) g (r) in (3), where g (r) denotes the th BC function. After several atheatical anipulations, (3) can be rewritten as g (r) H inc (r,t j )dr = N j 1 n=1 I n,i ˆn(r) g (r) )f n (r)dr g S (r) ) H n (r,t j ) dr }. (4) It should be noted here that ˆn(r) g (r) belong to the dual space of f n (r). g (r) are defined on the barycentric refineent of the initial esh, where f n (r) are constructed; additionally they are linear cobinations of RWG functions constructed on the barycentric esh [9]-[10]. MOT syste (4) can easily be ipleented using existing codes that can account for (3) with RWG functions defined on the barycentric esh. Mixed discretization schee satisfies the proper discretization condition (see Section 1 for a brief explanation and see [3] for ore details) and generates a ore accurate MOT syste as shown by the nuerical results presented in the next section. 3 NUMERICAL RESULTS To deonstrate that the ixed discretization schee produces ore accurate MOT systes than the classical schee, transient scattering fro a unit sphere residing in free space is investigated. The sphere is discretized with 70 triangular patches. The excitation is chosen as odulated Gaussian plane wave propagating in ẑ direction: (t t p +r ẑ/c) H inc (r,t) = ŷcos π f 0 (t t p + r ẑ / c) e σ (5)
4 where f 0 = 75 MHz is the odulation frequency, f bw = 30 MHz is the effective bandwidth, σ = 7 / (π f bw ) is a easure of pulse duration, and t p = 3.5σ is the delay. Tie step size is chosen as Δt = 0.1/ ( f 0 + f bw ). Third order polynoial Lagrange interpolation function is used as (t). Both MOT systes in (3) and (4) are solved for N t = 000 tie steps. Figure 1 plots the coefficients of the 1st RWG basis function, which are obtained by solving (3) and (4). Figure plots the relative nor error in the radar cross section (RCS) with respect to Mie series solution. The error is coputed using err RCS ) = N θ =1 σ tie,φ) σ Mie,φ) N θ =1. (6) σ Mie,φ) Here, N θ = 181, θ = ( 1), φ = 0, f j = j180 khz, and σ tie,φ) and σ Mie,φ) are RCS saples obtained at these points by Fourier transforing the tie-doain MOT results and the Mie series solution, respectively. Figure clearly deonstrates the superior accuracy of the ixed discretization schee. References [1] P. Ylä-Oijala, S. P. Kiinki, K. Cools, F.P. Andriulli and S. Järvenpää, Mixed discretization schees for electroagnetic surface integral equations, International Journal of Nuerical Modelling: Electronic Networks, Devices and Fields, 01 (DOI: /jn.844). [] S. M. Rao, D. R. Wilton, and A. W. Glisson, Electroagnetic scattering by surfaces of arbitrary shape, IEEE Transactions on Antennas and Propagation, vol. 30, no. 3, pp , May 198. [3] K. Cools, F. P. Andriulli, D. De Zutter, and R. Michielssen, Accurate and conforing ixed discretization of the MFIE, IEEE Antennas and Wireless Propagation Letters, vol. 10, pp , 011. [4] A. Buffa and S. H. Christiansen, A dual finite eleent coplex on the barycentric refineent, Matheatics of Coputation, vol. 60, pp , 007. [5] A. Buffa and S.H. Christiansen, A dual finite eleent coplex on the barycentric refineent, Tech. Rep. PV-18 IMATI-CNR, 005. [6] H. A. Ülkü and A. A. Ergin, Analytical evaluation of transient agnetic fields due to RWG current bases, IEEE Transactions on Antennas and Propagation, vol. 55, no. 1, pp , Dec [7] H. A. Ülkü and A. A. Ergin, Application of analytical retarded-tie potential expressions to the solution of tie doain integral equations, IEEE Transactions on Antennas and Propagation, vol. 59, no. 11, pp , Nov [8] H. A. Ülkü and A. A. Ergin, Application of analytical expressions of transient potentials to the MOT solution of integral equations, in Proc. IEEE AP-S Int. Syp., San Diego, CA, 008.
5 [9] F. P. Andriulli, K. Cools, H. Bagci, F. Olyslager, A. Buffa, S. Christiansen, A ultiplicative Calderon preconditioner for the electric field integral equation, IEEE Transactions on Antennas and Propagation, vol. 56, no. 8, pp , Aug [10] H. Bagci, F.P. Andriulli, K. Cools, F. Olyslager, E. Michielssen, A Calderon ultiplicative preconditioner for the cobined field integral equation, IEEE Transactions on Antennas and Propagation, vol. 57, no. 10, pp , Oct Figure 1: Coefficients of the 1st RWG basis function obtained by solving the MOT systes (3) and (4). Figure : err RCS ( f ) obtained fro solutions of the MOT systes in (3) and (4).
This document is downloaded from DR-NTU, Nanyang Technological University Library, Singapore.
This document is downloaded from DR-NTU, Nanyang Technological University Library, ingapore. Title Efficient computation of the impedance matrix of magnetic field integral equation for polyhedral conductors
More informationANALYSIS OF REFLECTOR AND HORN ANTENNAS USING MULTILEVEL FAST MULTIPOLE ALGORITHM
European Congress on Coputational Methods in Applied Sciences and Engineering ECCOMAS 2 Barcelona, 11-14 Septeber 2 ECCOMAS ANALYSIS OF REFLECTOR AND HORN ANTENNAS USING MULTILEVEL FAST MULTIPOLE ALGORITHM
More informationA Novel Single-Source Surface Integral Method to Compute Scattering from Dielectric Objects
SUBMITTED TO IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS ON NOVEMBER 18, 2016 1 A Novel Single-Source Surface Integral Method to Compute Scattering from Dielectric Objects Utkarsh R. Patel, Student
More informationData-Driven Imaging in Anisotropic Media
18 th World Conference on Non destructive Testing, 16- April 1, Durban, South Africa Data-Driven Iaging in Anisotropic Media Arno VOLKER 1 and Alan HUNTER 1 TNO Stieltjesweg 1, 6 AD, Delft, The Netherlands
More informationFourier Series Summary (From Salivahanan et al, 2002)
Fourier Series Suary (Fro Salivahanan et al, ) A periodic continuous signal f(t), - < t
More informationBernoulli Wavelet Based Numerical Method for Solving Fredholm Integral Equations of the Second Kind
ISSN 746-7659, England, UK Journal of Inforation and Coputing Science Vol., No., 6, pp.-9 Bernoulli Wavelet Based Nuerical Method for Solving Fredhol Integral Equations of the Second Kind S. C. Shiralashetti*,
More informationEfficient Filter Banks And Interpolators
Efficient Filter Banks And Interpolators A. G. DEMPSTER AND N. P. MURPHY Departent of Electronic Systes University of Westinster 115 New Cavendish St, London W1M 8JS United Kingdo Abstract: - Graphical
More informationCHAPTER 1: INTRODUCTION
CHAPTER 1: INTRODUCTION 1.1 SCOPE AND CONTENT Counications and sensing systes are ubiquitous. They are found in ilitary, industrial, edical, consuer, and scientific applications eploying radio frequency,
More informationJ. Electrical Systems x-x (xxx): x-xx. Regular paper. Reflected Signal on a Nonuniform Overhead Transmission Line at High Frequency
A. Boudjeaa S. Tahi B. Bennaane T. B. Berbar B. Lehouidj J. Electrical Systes x-x (xxx): x-xx Regular paper Reflected Signal on a Nonunifor Overhead Transission Line at High Frequency The effect of the
More informationTIME DOMAIN INTEGRAL EQUATION APPROACH FOR ANALYSIS OF TRANSIENT RESPONSES BY METALLIC-DIELECTRIC COMPOSITE BODIES
Progress In Electromagnetics Research, PIER 87, 1 14, 2008 TIME DOMAIN INTEGRAL EQUATION APPROACH FOR ANALYSIS OF TRANSIENT RESPONSES BY METALLIC-DIELECTRIC COMPOSITE BODIES G. H. Zhang and M. Y. Xia School
More informationperturbation method.
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, VOL. 61, NO. 1, JANUARY 2013 247 Calderón Multiplicative Preconditioned EFIE With Perturbation Method Sheng Sun, Senior Member, IEEE, YangG.Liu,WengChoChew,
More informationYlä-Oijala, Pasi; Kong, Beibei; Järvenpää, Seppo Modeling of Resonating Closed Impedance Bodies with Surface Integral Equation Methods
Powered by TCPDF (www.tcpdf.org) This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail. Ylä-Oijala, Pasi; Kong, Beibei; Järvenpää,
More informationFast Montgomery-like Square Root Computation over GF(2 m ) for All Trinomials
Fast Montgoery-like Square Root Coputation over GF( ) for All Trinoials Yin Li a, Yu Zhang a, a Departent of Coputer Science and Technology, Xinyang Noral University, Henan, P.R.China Abstract This letter
More informationCausality and the Kramers Kronig relations
Causality and the Kraers Kronig relations Causality describes the teporal relationship between cause and effect. A bell rings after you strike it, not before you strike it. This eans that the function
More informationFeature Extraction Techniques
Feature Extraction Techniques Unsupervised Learning II Feature Extraction Unsupervised ethods can also be used to find features which can be useful for categorization. There are unsupervised ethods that
More informationSupport Vector Machine Classification of Uncertain and Imbalanced data using Robust Optimization
Recent Researches in Coputer Science Support Vector Machine Classification of Uncertain and Ibalanced data using Robust Optiization RAGHAV PAT, THEODORE B. TRAFALIS, KASH BARKER School of Industrial Engineering
More informationNUMERICAL MODELLING OF THE TYRE/ROAD CONTACT
NUMERICAL MODELLING OF THE TYRE/ROAD CONTACT PACS REFERENCE: 43.5.LJ Krister Larsson Departent of Applied Acoustics Chalers University of Technology SE-412 96 Sweden Tel: +46 ()31 772 22 Fax: +46 ()31
More informationPolynomial Division By Convolution
Applied Matheatics E-Notes, (0), 9 c ISSN 0-0 Available free at irror sites of http://wwwathnthuedutw/aen/ Polynoial Division By Convolution Feng Cheng Chang y Received 9 March 0 Abstract The division
More informationTime Domain Surface Integral Equation Solvers for Quantum Corrected Electromagnetic Analysis of Plasmonic Nanostructures
Time Domain Surface Integral Equation Solvers for Quantum Corrected Electromagnetic Analysis of Plasmonic Nanostructures Dissertation by İsmail Enes Uysal In Partial Fulfillment of the Requirements For
More informationUsing a De-Convolution Window for Operating Modal Analysis
Using a De-Convolution Window for Operating Modal Analysis Brian Schwarz Vibrant Technology, Inc. Scotts Valley, CA Mark Richardson Vibrant Technology, Inc. Scotts Valley, CA Abstract Operating Modal Analysis
More informationProc. of the IEEE/OES Seventh Working Conference on Current Measurement Technology UNCERTAINTIES IN SEASONDE CURRENT VELOCITIES
Proc. of the IEEE/OES Seventh Working Conference on Current Measureent Technology UNCERTAINTIES IN SEASONDE CURRENT VELOCITIES Belinda Lipa Codar Ocean Sensors 15 La Sandra Way, Portola Valley, CA 98 blipa@pogo.co
More informationFAST AND ACCURATE RADAR CROSS SECTION COM- PUTATION USING CHEBYSHEV APPROXIMATION IN BOTH BROAD FREQUENCY BAND AND ANGULAR DOMAINS SIMULTANEOUSLY
Progress In Electromagnetics Research Letters, Vol. 13, 121 129, 2010 FAST AND ACCURATE RADAR CROSS SECTION COM- PUTATION USING CHEBYSHEV APPROXIMATION IN BOTH BROAD FREQUENCY BAND AND ANGULAR DOMAINS
More informationTracking using CONDENSATION: Conditional Density Propagation
Tracking using CONDENSATION: Conditional Density Propagation Goal Model-based visual tracking in dense clutter at near video frae rates M. Isard and A. Blake, CONDENSATION Conditional density propagation
More informationWaveform Design for Distributed Aperture using Gram-Schmidt Orthogonalization
avefor Design for Distributed Aperture using Gra-Schidt Orthogonalization an Evren Yaran, rond Varslot, Birsen Yazıcı Deparent of Electrical, oputer Systes Engineering Rensselaer Polytechnic Institute
More informationA Discontinuous Galerkin Augmented Electric Field Integral Equation (DG-AEFIE) for Low-Frequency Electromagnetic Scattering Analysis
Forum for Electromagnetic Research Methods and Application Technologies (FERMAT) A Discontinuous Galerkin Augmented Electric Field Integral Equation (DG-AEFIE) for Low-Frequency Electromagnetic Scattering
More informationChapter 6 1-D Continuous Groups
Chapter 6 1-D Continuous Groups Continuous groups consist of group eleents labelled by one or ore continuous variables, say a 1, a 2,, a r, where each variable has a well- defined range. This chapter explores:
More informationLow complexity bit parallel multiplier for GF(2 m ) generated by equally-spaced trinomials
Inforation Processing Letters 107 008 11 15 www.elsevier.co/locate/ipl Low coplexity bit parallel ultiplier for GF generated by equally-spaced trinoials Haibin Shen a,, Yier Jin a,b a Institute of VLSI
More informationANALYSIS OF A NUMERICAL SOLVER FOR RADIATIVE TRANSPORT EQUATION
ANALYSIS OF A NUMERICAL SOLVER FOR RADIATIVE TRANSPORT EQUATION HAO GAO AND HONGKAI ZHAO Abstract. We analyze a nuerical algorith for solving radiative transport equation with vacuu or reflection boundary
More informationA survey of various frequency domain integral equations for the analysis of scattering from threedimensional
yracuse University URFACE Electrical Engineering and Computer cience College of Engineering and Computer cience 2002 A survey of various frequency domain integral equations for the analysis of scattering
More informationHIGH RESOLUTION NEAR-FIELD MULTIPLE TARGET DETECTION AND LOCALIZATION USING SUPPORT VECTOR MACHINES
ICONIC 2007 St. Louis, O, USA June 27-29, 2007 HIGH RESOLUTION NEAR-FIELD ULTIPLE TARGET DETECTION AND LOCALIZATION USING SUPPORT VECTOR ACHINES A. Randazzo,. A. Abou-Khousa 2,.Pastorino, and R. Zoughi
More informationMeasuring orbital angular momentum superpositions of light by mode transformation
CHAPTER 7 Measuring orbital angular oentu superpositions of light by ode transforation In chapter 6 we reported on a ethod for easuring orbital angular oentu (OAM) states of light based on the transforation
More informationExtension of CSRSM for the Parametric Study of the Face Stability of Pressurized Tunnels
Extension of CSRSM for the Paraetric Study of the Face Stability of Pressurized Tunnels Guilhe Mollon 1, Daniel Dias 2, and Abdul-Haid Soubra 3, M.ASCE 1 LGCIE, INSA Lyon, Université de Lyon, Doaine scientifique
More informationA SIMPLE METHOD FOR FINDING THE INVERSE MATRIX OF VANDERMONDE MATRIX. E. A. Rawashdeh. 1. Introduction
MATEMATIČKI VESNIK MATEMATIQKI VESNIK Corrected proof Available online 40708 research paper originalni nauqni rad A SIMPLE METHOD FOR FINDING THE INVERSE MATRIX OF VANDERMONDE MATRIX E A Rawashdeh Abstract
More informationLecture 13 Eigenvalue Problems
Lecture 13 Eigenvalue Probles MIT 18.335J / 6.337J Introduction to Nuerical Methods Per-Olof Persson October 24, 2006 1 The Eigenvalue Decoposition Eigenvalue proble for atrix A: Ax = λx with eigenvalues
More informationUniform Approximation and Bernstein Polynomials with Coefficients in the Unit Interval
Unifor Approxiation and Bernstein Polynoials with Coefficients in the Unit Interval Weiang Qian and Marc D. Riedel Electrical and Coputer Engineering, University of Minnesota 200 Union St. S.E. Minneapolis,
More informationEfficient Numerical Solution of Diffusion Convection Problem of Chemical Engineering
Cheical and Process Engineering Research ISSN 4-7467 (Paper) ISSN 5-9 (Online) Vol, 5 Efficient Nuerical Solution of Diffusion Convection Proble of Cheical Engineering Bharti Gupta VK Kukreja * Departent
More informationComprehensive Solution to Scattering by Bianisotropic Objects of Arbitrary Shape
Syracuse University SURFACE Electrical Engineering and Coputer Science College of Engineering and Coputer Science 2012 Coprehensive Solution to Scattering by Bianisotropic Objects of Arbitrary Shape Chong
More informationELECTROMAGNETIC SCATTERING BY MIXED CONDUCTING/DIELECTRIC OBJECTS USING HIGHER-ORDER MOM
Progress In Electromagnetics Research, PIER 66, 51 63, 2006 ELECTROMAGNETIC SCATTERING BY MIXED CONDUCTING/DIELECTRIC OBJECTS USING HIGHER-ORDER MOM S. G. Wang, X. P. Guan, D. W. Wang, X. Y. Ma, and Y.
More informationDRAFT. Memo. Contents. To whom it may concern SVN: Jan Mooiman +31 (0) nl
Meo To To who it ay concern Date Reference Nuber of pages 219-1-16 SVN: 5744 22 Fro Direct line E-ail Jan Mooian +31 )88 335 8568 jan.ooian@deltares nl +31 6 4691 4571 Subject PID controller ass-spring-daper
More informationa a a a a a a m a b a b
Algebra / Trig Final Exa Study Guide (Fall Seester) Moncada/Dunphy Inforation About the Final Exa The final exa is cuulative, covering Appendix A (A.1-A.5) and Chapter 1. All probles will be ultiple choice
More informationRESTARTED FULL ORTHOGONALIZATION METHOD FOR SHIFTED LINEAR SYSTEMS
BIT Nuerical Matheatics 43: 459 466, 2003. 2003 Kluwer Acadeic Publishers. Printed in The Netherlands 459 RESTARTED FULL ORTHOGONALIZATION METHOD FOR SHIFTED LINEAR SYSTEMS V. SIMONCINI Dipartiento di
More informationA Model for the Selection of Internet Service Providers
ISSN 0146-4116, Autoatic Control and Coputer Sciences, 2008, Vol. 42, No. 5, pp. 249 254. Allerton Press, Inc., 2008. Original Russian Text I.M. Aliev, 2008, published in Avtoatika i Vychislitel naya Tekhnika,
More informationPhysics 215 Winter The Density Matrix
Physics 215 Winter 2018 The Density Matrix The quantu space of states is a Hilbert space H. Any state vector ψ H is a pure state. Since any linear cobination of eleents of H are also an eleent of H, it
More informationSURFACE integral equations (SIE) are commonly used to
176 IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, VOL. 57, NO. 1, JANUARY 2009 Comparison of Integral-Equation Formulations for the Fast and Accurate Solution of Scattering Problems Involving Dielectric
More informationDERIVING PROPER UNIFORM PRIORS FOR REGRESSION COEFFICIENTS
DERIVING PROPER UNIFORM PRIORS FOR REGRESSION COEFFICIENTS N. van Erp and P. van Gelder Structural Hydraulic and Probabilistic Design, TU Delft Delft, The Netherlands Abstract. In probles of odel coparison
More informationThe linear sampling method and the MUSIC algorithm
INSTITUTE OF PHYSICS PUBLISHING INVERSE PROBLEMS Inverse Probles 17 (2001) 591 595 www.iop.org/journals/ip PII: S0266-5611(01)16989-3 The linear sapling ethod and the MUSIC algorith Margaret Cheney Departent
More informationA New Algorithm for Reactive Electric Power Measurement
A. Abiyev, GAU J. Soc. & Appl. Sci., 2(4), 7-25, 27 A ew Algorith for Reactive Electric Power Measureent Adalet Abiyev Girne Aerican University, Departernt of Electrical Electronics Engineering, Mersin,
More informationAppendix A Gravity Gradient Torque
Appendix A Gravity Gradient Torque We will now consider the gravity gradient torque on an earth satellite in a circular orbit. We assue that the earth is a perfect rigid sphere with a radially syetric
More information2 Q 10. Likewise, in case of multiple particles, the corresponding density in 2 must be averaged over all
Lecture 6 Introduction to kinetic theory of plasa waves Introduction to kinetic theory So far we have been odeling plasa dynaics using fluid equations. The assuption has been that the pressure can be either
More informationThe Transactional Nature of Quantum Information
The Transactional Nature of Quantu Inforation Subhash Kak Departent of Coputer Science Oklahoa State University Stillwater, OK 7478 ABSTRACT Inforation, in its counications sense, is a transactional property.
More informationAnalytical solution for the electric potential in arbitrary anisotropic layered media applying the set of Hankel transforms of integer order
Geophysical Prospecting, 2006, 54, 651 661 Analytical solution for the electric potential in arbitrary anisotropic layered edia applying the set of Hankel transfors of integer order E. Pervago 1,A.Mousatov
More informationImage Reconstruction by means of Kalman Filtering in Passive Millimetre- Wave Imaging
Iage Reconstruction by eans of Kalan Filtering in assive illietre- Wave Iaging David Sith, etrie eyer, Ben Herbst 2 Departent of Electrical and Electronic Engineering, University of Stellenbosch, rivate
More informationLecture 9 November 23, 2015
CSC244: Discrepancy Theory in Coputer Science Fall 25 Aleksandar Nikolov Lecture 9 Noveber 23, 25 Scribe: Nick Spooner Properties of γ 2 Recall that γ 2 (A) is defined for A R n as follows: γ 2 (A) = in{r(u)
More informationDesign of Spatially Coupled LDPC Codes over GF(q) for Windowed Decoding
IEEE TRANSACTIONS ON INFORMATION THEORY (SUBMITTED PAPER) 1 Design of Spatially Coupled LDPC Codes over GF(q) for Windowed Decoding Lai Wei, Student Meber, IEEE, David G. M. Mitchell, Meber, IEEE, Thoas
More informationStructures for Interpolation, Decimation, and Nonuniform Sampling Based on Newton s Interpolation Formula
Structures for Interpolation, Deciation, and Nonunifor Sapling Based on Newton s Interpolation Forula Vesa Lehtinen, arkku Renfors To cite this version: Vesa Lehtinen, arkku Renfors. Structures for Interpolation,
More informationOn Constant Power Water-filling
On Constant Power Water-filling Wei Yu and John M. Cioffi Electrical Engineering Departent Stanford University, Stanford, CA94305, U.S.A. eails: {weiyu,cioffi}@stanford.edu Abstract This paper derives
More informationSD Numerical Simulation Technique for Hydrodynamic Flow Gas- Solids Mixing Mantilla Núñez, Irla* 1 S. De Vicente C. 2
SD Nuerical Siulation Technique for Hydrodynaic Flow Gas- Solids Mixing Mantilla Núñez, Irla* S. De Vicente C. National University of Engineering, Lia, Perú, Polytechnic University of Madrid. *Lia 5, irlan@uni.edu.pe.
More informationElectromagnetic fields modeling of power line communication (PLC)
Electroagnetic fields odeling of power line counication (PLC) Wei Weiqi UROP 3 School of Electrical and Electronic Engineering Nanyang echnological University E-ail: 4794486@ntu.edu.sg Keyword: power line
More informationNumerical Solution of the MRLW Equation Using Finite Difference Method. 1 Introduction
ISSN 1749-3889 print, 1749-3897 online International Journal of Nonlinear Science Vol.1401 No.3,pp.355-361 Nuerical Solution of the MRLW Equation Using Finite Difference Method Pınar Keskin, Dursun Irk
More informationPattern Recognition and Machine Learning. Artificial Neural networks
Pattern Recognition and Machine Learning Jaes L. Crowley ENSIMAG 3 - MMIS Fall Seester 2017 Lessons 7 20 Dec 2017 Outline Artificial Neural networks Notation...2 Introduction...3 Key Equations... 3 Artificial
More information3D acoustic wave modeling with a time-space domain dispersion-relation-based Finite-difference scheme
P-8 3D acoustic wave odeling with a tie-space doain dispersion-relation-based Finite-difference schee Yang Liu * and rinal K. Sen State Key Laboratory of Petroleu Resource and Prospecting (China University
More informationAn enriched RWG basis for enforcing global current conservation in EM modelling of capacitance extraction
Loughborough University Institutional Repository An enriched RWG basis for enforcing global current conservation in EM modelling of capacitance extraction This item was submitted to Loughborough University's
More informationAn Improved Particle Filter with Applications in Ballistic Target Tracking
Sensors & ransducers Vol. 72 Issue 6 June 204 pp. 96-20 Sensors & ransducers 204 by IFSA Publishing S. L. http://www.sensorsportal.co An Iproved Particle Filter with Applications in Ballistic arget racing
More informationESTIMATING AND FORMING CONFIDENCE INTERVALS FOR EXTREMA OF RANDOM POLYNOMIALS. A Thesis. Presented to. The Faculty of the Department of Mathematics
ESTIMATING AND FORMING CONFIDENCE INTERVALS FOR EXTREMA OF RANDOM POLYNOMIALS A Thesis Presented to The Faculty of the Departent of Matheatics San Jose State University In Partial Fulfillent of the Requireents
More informationStability Analysis of the Matrix-Free Linearly Implicit 2 Euler Method 3 UNCORRECTED PROOF
1 Stability Analysis of the Matrix-Free Linearly Iplicit 2 Euler Method 3 Adrian Sandu 1 andaikst-cyr 2 4 1 Coputational Science Laboratory, Departent of Coputer Science, Virginia 5 Polytechnic Institute,
More informationImproving Ground Based Telescope Focus through Joint Parameter Estimation. Maj J. Chris Zingarelli USAF AFIT/ENG
Iproving Ground Based Telescope Focus through Joint Paraeter Estiation Maj J Chris Zingarelli USAF AFIT/ENG Lt Col Travis Blake DARPA/TTO - Space Systes Dr Stephen Cain USAF AFIT/ENG Abstract-- Space Surveillance
More informationAn Accurate Discrete Fourier Transform for Image Processing
An Accurate Discrete Fourier Transfor for Iage Processing Norand Beaudoin' and Steven S. Beauchernint Abstract The classical ethod of nuerically coputing the Fourier transfor of digitizedfunctions in one
More informationA VARIABLE STEP-SIZE FREQUENCY-DOMAIN ADAPTIVE FILTERING ALGORITHM FOR STEREOPHONIC ACOUSTIC ECHO CANCELLATION
18th European Signal Processing Conference EUSIPCO-2010 Aalborg, Denark, August 23-27, 2010 A VARIABLE STEP-SIZE FREQUENCY-DOMAIN ADAPTIVE FILTERING ALGORITHM FOR STEREOPHONIC ACOUSTIC ECHO CANCELLATION
More informationSingularity Extraction for Reflected Sommerfeld Integrals over Multilayered Media
Telfor Journal, Vol. 6, No., 4. 7 Singularity Extraction for Reflected Soerfeld Integrals over Multilayered Media Vladiir V. Petrovic, Senior Meber, IEEE, Aleksandra J. Krneta, and Branko M. Kolundzija,
More informationSymbolic Analysis as Universal Tool for Deriving Properties of Non-linear Algorithms Case study of EM Algorithm
Acta Polytechnica Hungarica Vol., No., 04 Sybolic Analysis as Universal Tool for Deriving Properties of Non-linear Algoriths Case study of EM Algorith Vladiir Mladenović, Miroslav Lutovac, Dana Porrat
More informationP016 Toward Gauss-Newton and Exact Newton Optimization for Full Waveform Inversion
P016 Toward Gauss-Newton and Exact Newton Optiization for Full Wavefor Inversion L. Métivier* ISTerre, R. Brossier ISTerre, J. Virieux ISTerre & S. Operto Géoazur SUMMARY Full Wavefor Inversion FWI applications
More informationPOD-DEIM MODEL ORDER REDUCTION FOR THE MONODOMAIN REACTION-DIFFUSION EQUATION IN NEURO-MUSCULAR SYSTEM
6th European Conference on Coputational Mechanics (ECCM 6) 7th European Conference on Coputational Fluid Dynaics (ECFD 7) 1115 June 2018, Glasgow, UK POD-DEIM MODEL ORDER REDUCTION FOR THE MONODOMAIN REACTION-DIFFUSION
More informationComparison of Stability of Selected Numerical Methods for Solving Stiff Semi- Linear Differential Equations
International Journal of Applied Science and Technology Vol. 7, No. 3, Septeber 217 Coparison of Stability of Selected Nuerical Methods for Solving Stiff Sei- Linear Differential Equations Kwaku Darkwah
More informationHee = ~ dxdy\jj+ (x) 'IJ+ (y) u (x- y) \jj (y) \jj (x), V, = ~ dx 'IJ+ (x) \jj (x) V (x), Hii = Z 2 ~ dx dy cp+ (x) cp+ (y) u (x- y) cp (y) cp (x),
SOVIET PHYSICS JETP VOLUME 14, NUMBER 4 APRIL, 1962 SHIFT OF ATOMIC ENERGY LEVELS IN A PLASMA L. E. PARGAMANIK Khar'kov State University Subitted to JETP editor February 16, 1961; resubitted June 19, 1961
More information(a) As a reminder, the classical definition of angular momentum is: l = r p
PHYSICS T8: Standard Model Midter Exa Solution Key (216) 1. [2 points] Short Answer ( points each) (a) As a reinder, the classical definition of angular oentu is: l r p Based on this, what are the units
More informationOn Conditions for Linearity of Optimal Estimation
On Conditions for Linearity of Optial Estiation Erah Akyol, Kuar Viswanatha and Kenneth Rose {eakyol, kuar, rose}@ece.ucsb.edu Departent of Electrical and Coputer Engineering University of California at
More informationFarid Samara 1, Dominic Groulx 1 and Pascal H. Biwole 2 1
Farid Saara 1, Doinic Groulx 1 and Pascal H. Biwole 2 1 Departent of Mechanical Engineering, Dalhousie University 2 Departent of Matheatics and Interactions, Université of Nice Sophia-Antipolis Excerpt
More informationA Two-Scale Adaptive Integral Method
A Two-Scale Adaptive Integral Method Ali Yilmaz Department of Electrical & Computer Engineering University of Texas at Austin IEEE APS International Symposium USC/URSI ational Radio Science Meeting San
More informationarxiv: v1 [physics.comp-ph] 20 Oct 2017 Abstract
Convergence Properties & Extension to Non-Conservative Multidiensional ystes Haran Jackson Cavendish Laboratory, JJ Thoson Ave, Cabridge, UK, CB3 0HE arxiv:70.07603v [physics.cop-ph] 20 Oct 207 Abstract
More informationCompressive Sensing Over Networks
Forty-Eighth Annual Allerton Conference Allerton House, UIUC, Illinois, USA Septeber 29 - October, 200 Copressive Sensing Over Networks Soheil Feizi MIT Eail: sfeizi@it.edu Muriel Médard MIT Eail: edard@it.edu
More informationBEE604 Digital Signal Processing
BEE64 Digital Signal Processing Copiled by, Mrs.S.Sherine Assistant Professor Departent of EEE BIHER. COTETS Sapling Discrete Tie Fourier Transfor Properties of DTFT Discrete Fourier Transfor Inverse Discrete
More informationAn RIP-based approach to Σ quantization for compressed sensing
An RIP-based approach to Σ quantization for copressed sensing Joe-Mei Feng and Felix Kraher October, 203 Abstract In this paper, we provide new approach to estiating the error of reconstruction fro Σ quantized
More informationEnsemble Based on Data Envelopment Analysis
Enseble Based on Data Envelopent Analysis So Young Sohn & Hong Choi Departent of Coputer Science & Industrial Systes Engineering, Yonsei University, Seoul, Korea Tel) 82-2-223-404, Fax) 82-2- 364-7807
More informationComplexity reduction in low-delay Farrowstructure-based. filters utilizing linear-phase subfilters
Coplexity reduction in low-delay Farrowstructure-based variable fractional delay FIR filters utilizing linear-phase subfilters Air Eghbali and Håkan Johansson Linköping University Post Print N.B.: When
More informationARTICLE IN PRESS. Murat Hüsnü Sazlı a,,canişık b. Syracuse, NY 13244, USA
S1051-200406)00002-9/FLA AID:621 Vol ) [+odel] P1 1-7) YDSPR:3SC+ v 153 Prn:13/02/2006; 15:33 ydspr621 by:laurynas p 1 Digital Signal Processing ) wwwelsevierco/locate/dsp Neural network ipleentation of
More informationMulti-Scale/Multi-Resolution: Wavelet Transform
Multi-Scale/Multi-Resolution: Wavelet Transfor Proble with Fourier Fourier analysis -- breaks down a signal into constituent sinusoids of different frequencies. A serious drawback in transforing to the
More informationA model reduction approach to numerical inversion for a parabolic partial differential equation
Inverse Probles Inverse Probles 30 (204) 250 (33pp) doi:0.088/0266-56/30/2/250 A odel reduction approach to nuerical inversion for a parabolic partial differential equation Liliana Borcea, Vladiir Drusin
More informationVolume Integral Equations for Electromagnetic Scattering from Dielectric Objects: Observations and Questions
Forum for Electromagnetic Research Methods and Application Technologies (FERMAT) Volume Integral Equations for Electromagnetic Scattering from Dielectric Objects: Observations and Questions Andrew F. Peterson
More informationTHE KALMAN FILTER: A LOOK BEHIND THE SCENE
HE KALMA FILER: A LOOK BEHID HE SCEE R.E. Deain School of Matheatical and Geospatial Sciences, RMI University eail: rod.deain@rit.edu.au Presented at the Victorian Regional Survey Conference, Mildura,
More informationDetermination of Active and Reactive Power in Multi-Phase Systems through Analytical Signals Associated Current and Voltage Signals
56 ACA ELECROEHNICA Deterination of Active and Reactive Power in ulti-phase Systes through Analytical Signals Associated Current and Voltage Signals Gheorghe ODORAN, Oana UNEAN and Anca BUZURA Suary -
More informationREDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION
ISSN 139 14X INFORMATION TECHNOLOGY AND CONTROL, 008, Vol.37, No.3 REDUCTION OF FINITE ELEMENT MODELS BY PARAMETER IDENTIFICATION Riantas Barauskas, Vidantas Riavičius Departent of Syste Analysis, Kaunas
More informationBlock designs and statistics
Bloc designs and statistics Notes for Math 447 May 3, 2011 The ain paraeters of a bloc design are nuber of varieties v, bloc size, nuber of blocs b. A design is built on a set of v eleents. Each eleent
More informationTopic 5a Introduction to Curve Fitting & Linear Regression
/7/08 Course Instructor Dr. Rayond C. Rup Oice: A 337 Phone: (95) 747 6958 E ail: rcrup@utep.edu opic 5a Introduction to Curve Fitting & Linear Regression EE 4386/530 Coputational ethods in EE Outline
More informationThe source of THz radiation based on dielectric waveguide excited by sequence of electron bunches
Journal of Physics: Conference Series PAPER OPEN ACCESS The source of THz radiation based on dielectric waveguide excited by sequence of electron bunches To cite this article: A M Altark and A D Kanareykin
More informationP032 3D Seismic Diffraction Modeling in Multilayered Media in Terms of Surface Integrals
P032 3D Seisic Diffraction Modeling in Multilayered Media in Ters of Surface Integrals A.M. Aizenberg (Institute of Geophysics SB RAS, M. Ayzenberg* (Norwegian University of Science & Technology, H.B.
More informationTime-frequency plane behavioural studies of harmonic and chirp functions with fractional Fourier transform (FRFT)
Maejo International Journal of Science and Technology Full Paper ISSN 95-7873 Available online at www.ijst.ju.ac.th Tie-frequency plane behavioural studies of haronic and chirp functions with fractional
More informationRateless Codes for MIMO Channels
Rateless Codes for MIMO Channels Marya Modir Shanechi Dept EECS, MIT Cabridge, MA Eail: shanechi@itedu Uri Erez Tel Aviv University Raat Aviv, Israel Eail: uri@engtauacil Gregory W Wornell Dept EECS, MIT
More informationN-Point. DFTs of Two Length-N Real Sequences
Coputation of the DFT of In ost practical applications, sequences of interest are real In such cases, the syetry properties of the DFT given in Table 5. can be exploited to ake the DFT coputations ore
More informationField Mass Generation and Control. Chapter 6. The famous two slit experiment proved that a particle can exist as a wave and yet
111 Field Mass Generation and Control Chapter 6 The faous two slit experient proved that a particle can exist as a wave and yet still exhibit particle characteristics when the wavefunction is altered by
More informationGeneralized Sampling Theorem for Bandpass Signals
Hindawi Publishing Corporation EURASIP Journal on Applied Signal Processing Volue 26, Article ID 59587, Pages 6 DOI 55/ASP/26/59587 Generalized Sapling Theore for Bandpass Signals Ales Prokes Departent
More information