Determination of the local contrast of interference fringe patterns using continuous wavelet transform

Size: px
Start display at page:

Download "Determination of the local contrast of interference fringe patterns using continuous wavelet transform"

Transcription

1 Determination of the local contrat of interference fringe pattern uing continuou wavelet tranform Jong Kwang Hyok, Kim Chol Su Intitute of Optic, Department of Phyic, Kim Il Sung Univerity, Pyongyang, DPR of Korea Abtract The contrat of fringe pattern cannot be uniform over the whole interferogram becaue of variou caue uch a non-uniformity of reflectance, air fluctuation or vibration, and ometime it i neceary to analyze it. In thi paper we propoe a method of determining the local contrat of interference fringe pattern uing continuou wavelet tranform. 1. Introduction In optical interferometry the phyical quantitie to be conidered modulate the intenity of the fringe pattern a follow. I( x, I [1 ( x, co ( x, ], (1) where I ( x, repreent the intenity of the pattern image, I i the background intenity, ( x, i the local contrat, and i the optical phae related to the phyical quantitie to be conidered. In interferometry phae retrieval from the fringe pattern i therefore eential if one want to recover the phyical quantitie to be conidered. To recover the phae information from a ingle interferogram require that it hould be modulated with a uitable patial carrier frequency. But a hown in Eq. (1), the fringe quality i trongly influenced by local contrat ( x, and it i important to determine it to enhance the accuracy of fringe analyi. For thee type of fringe pattern there are three well known method for phae recovery and fringe contrat, namely

2 Fourier tranform method [1], the windowed Fourier tranform [,3] and wavelet tranform [4]. The Fourier tranform method i baed on the filtering of Fourier pectrum of the fringe pattern. But in the cae of rapid variation of patial frequency or direction of fringe pattern, it i difficult to filter the effective pectrum accurately only by Fourier tranform. Furthermore, in Fourier tranform method it i impoible to verify the correponding relation between local intenitie and local fringe frequencie. Therefore it i difficult to eparate DC component and noie pectrum from effective pectrum and to analyze a local area of fringe pattern. In the windowed Fourier tranform, it i poible to analyze the local character of the fringe pattern. But in the cae of rapid variation of patial frequency, the accuracy of fringe analyi i not o high becaue of the fixed ize of window. Modulated fringe pattern can be bet decribed a non-tationary ignal with local intantaneou frequencie that are proportional to the gradient of the phae ditribution of the meaured field. The continuou wavelet tranformation, which i a correlation of a ignal with a mother wavelet with a certain cale and hift, can be ued to verify the correpondence between the local fringe intenity and contrat.. Determination of the local contrat of interference fringe pattern CWT i repreented by the correlation between the given ignal f and a wavelet function [5]. W 1 f a, f ( x) a x b ( dx, () a where W f ( a, i the coefficient matrix of CWT, f (x) i the ignal, and x b i the wavelet function with cale parameter a a and hift parameter b. The cale parameter decribe the feature of fringe, uch a fringe frequencie, and the hift parameter pecifie a local region where the ignal i analyzed. The CWT tranform the ignal in the patial domain into the pace-frequency domain. The local ignal analyi approach i a major advantage of CWT compared a Fourier tranform.

3 Becaue the CWT i eentially a correlation operation between a ignal and a wavelet, the analyi accuracy of the fringe pattern greatly depend on the choice of the mother wavelet function. A hown in Eq. (1), the interference fringe pattern i coine modulated, o a uitable choice of wavelet function i the complex Morlet wavelet. where exp( i x) 1 x ( x) exp exp( ix), (3) i the frequency of the Morlet wavelet. The term exp x / and repreent a fat-decaying Guaian envelope and a complex function with inuoidal characteritic repectively. Eq. (1) can be rewritten in term of the fringe frequencie a follow I( x, I [1 ( x, co( x)] (4) The wavelet tranformation of Eq. (4) uing the complex Morlet wavelet i a follow. W a a f ( a, I exp I exp exp( i a (5) Becaue the wavelet tranform coefficient i the correlation one, the higher coefficient value i, the more imilar the given ignal to the wavelet with a certain cale. Thu the maximal cale value during hifting the wavelet through the fringe pattern i the fringe period and the coefficient value i the contrat of the fringe pattern at thi poition. Now let the cale value with which the wavelet tranform coefficient i maximal be a r. Then

4 , (6) a r Fig.1 how a method of determining the local contrat of fringe pattern by CWT. Fig 1(a) how the imulated fringe pattern with a quadric phae and hence a linearly increaing frequency, but different contrat from place to place. Fig. 1( how local fringe contrat ditribution obtained by wavelet tranform. Becaue the wavelet function i the complex one, the wavelet coefficient are alo complex and therefore their moduli are the fringe contrat. We changed the cale parameter a of the wavelet tranform from 1 to 5 pixel and hifted the poition parameter b one by one pixel to get the correlation coefficient between the wavelet function and the given ignal. (a) ( Fig. 1. Fringe relative intenity (a) and contrat ditribution ( Fig. how the local contrat ditribution of the -D interference fringe obtained by the above-mentioned method. Fig. (a) how the computer generated -D fringe and Fig. ( how the local contrat ditribution of it.

5 (a) ( Fig. -D interference fringe (a) and local contrat ditribution ( 3. Concluion In thi paper we have propoed a method of determining the local contrat of interference fringe pattern uing continuou wavelet tranform. The CWT tranform the interference fringe pattern into the pace-frequency domain. The maximal cale value during hifting the wavelet through the fringe pattern i the fringe period and the coefficient value i the contrat of the fringe pattern at thi poition. Reference 1. Takeda M, et al, J. Opt. Soc. Am. 9, 156, 198. Kemao Q. Appl. Opt. 43, 695, 4 3. Kemao Q. Opt. Laer Eng. 45, 34, 7 4. Gdeiat M, et al, Opt. Laer Eng. 47, 1348, 9 5. H.G.Stark, Wavelet and Signal Proceing, Springer Verlag, 5

Advanced Digital Signal Processing. Stationary/nonstationary signals. Time-Frequency Analysis... Some nonstationary signals. Time-Frequency Analysis

Advanced Digital Signal Processing. Stationary/nonstationary signals. Time-Frequency Analysis... Some nonstationary signals. Time-Frequency Analysis Advanced Digital ignal Proceing Prof. Nizamettin AYDIN naydin@yildiz.edu.tr Time-Frequency Analyi http://www.yildiz.edu.tr/~naydin 2 tationary/nontationary ignal Time-Frequency Analyi Fourier Tranform

More information

Finding the location of switched capacitor banks in distribution systems based on wavelet transform

Finding the location of switched capacitor banks in distribution systems based on wavelet transform UPEC00 3t Aug - 3rd Sept 00 Finding the location of witched capacitor bank in ditribution ytem baed on wavelet tranform Bahram nohad Shahid Chamran Univerity in Ahvaz bahramnohad@yahoo.com Mehrdad keramatzadeh

More information

Sampling and the Discrete Fourier Transform

Sampling and the Discrete Fourier Transform Sampling and the Dicrete Fourier Tranform Sampling Method Sampling i mot commonly done with two device, the ample-and-hold (S/H) and the analog-to-digital-converter (ADC) The S/H acquire a CT ignal at

More information

No-load And Blocked Rotor Test On An Induction Machine

No-load And Blocked Rotor Test On An Induction Machine No-load And Blocked Rotor Tet On An Induction Machine Aim To etimate magnetization and leakage impedance parameter of induction machine uing no-load and blocked rotor tet Theory An induction machine in

More information

FOURIER-BASED METHODS FOR THE SPECTRAL ANALYSIS OF MUSICAL SOUNDS. Sylvain Marchand

FOURIER-BASED METHODS FOR THE SPECTRAL ANALYSIS OF MUSICAL SOUNDS. Sylvain Marchand FOUIE-BAS METHOS FO THE SPECTAL ANALYSIS OF MUSICAL SOUNS Sylvain Marchand Univerity of Bret, Lab-STICC CNS UM 628, 292 Bret, Brittany, France ABSTACT When dealing with muical ound, the hort-time Fourier

More information

Relationship between surface velocity divergence and gas transfer in open-channel flows with submerged simulated vegetation

Relationship between surface velocity divergence and gas transfer in open-channel flows with submerged simulated vegetation IOP Conference Serie: Earth and Environmental Science PAPER OPEN ACCESS Relationhip between urface velocity divergence and ga tranfer in open-channel flow with ubmerged imulated vegetation To cite thi

More information

Chapter 2 Sampling and Quantization. In order to investigate sampling and quantization, the difference between analog

Chapter 2 Sampling and Quantization. In order to investigate sampling and quantization, the difference between analog Chapter Sampling and Quantization.1 Analog and Digital Signal In order to invetigate ampling and quantization, the difference between analog and digital ignal mut be undertood. Analog ignal conit of continuou

More information

Spatial-Mode-Shape Identification using a Continuous Wavelet Transform

Spatial-Mode-Shape Identification using a Continuous Wavelet Transform Strojniški vetnik - Journal of Mechanical Engineering 55(009)5, StartPage-EndPage Paper received: 09.0.009 UDC 53/533 Paper accepted: 00.00.00x Spatial-Mode-Shape Identification uing a Continuou Wavelet

More information

An Image-encoded Mach-Zehnder Joint Transform Correlator for Polychromatic Pattern Recognition with Multi-level Quantized Reference Functions

An Image-encoded Mach-Zehnder Joint Transform Correlator for Polychromatic Pattern Recognition with Multi-level Quantized Reference Functions Proceeding of the International MultiConference of Engineer and Computer Scientit 008 Vol I IMECS 008, 19-1 March, 008, Hong Kong An Image-encoded Mach-Zehnder Joint Tranform Correlator for Polychromatic

More information

SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD

SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD SMALL-SIGNAL STABILITY ASSESSMENT OF THE EUROPEAN POWER SYSTEM BASED ON ADVANCED NEURAL NETWORK METHOD S.P. Teeuwen, I. Erlich U. Bachmann Univerity of Duiburg, Germany Department of Electrical Power Sytem

More information

Gain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays

Gain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays Gain and Phae Margin Baed Delay Dependent Stability Analyi of Two- Area LFC Sytem with Communication Delay Şahin Sönmez and Saffet Ayaun Department of Electrical Engineering, Niğde Ömer Halidemir Univerity,

More information

III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SUBSTANCES

III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SUBSTANCES III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SBSTANCES. Work purpoe The analyi of the behaviour of a ferroelectric ubtance placed in an eternal electric field; the dependence of the electrical polariation

More information

Chapter 1 Basic Description of Laser Diode Dynamics by Spatially Averaged Rate Equations: Conditions of Validity

Chapter 1 Basic Description of Laser Diode Dynamics by Spatially Averaged Rate Equations: Conditions of Validity Chapter 1 Baic Decription of Laer Diode Dynamic by Spatially Averaged Rate Equation: Condition of Validity A laer diode i a device in which an electric current input i converted to an output of photon.

More information

The type 3 nonuniform FFT and its applications

The type 3 nonuniform FFT and its applications Journal of Computational Phyic 206 (2005) 1 5 Short Note The type 3 nonuniform FFT and it application June-Yub Lee a, *, Lelie Greengard b a Department of Mathematic, Ewha Woman Univerity, 11-1 Daehyundong,

More information

LTV System Modelling

LTV System Modelling Helinki Univerit of Technolog S-72.333 Potgraduate Coure in Radiocommunication Fall 2000 LTV Stem Modelling Heikki Lorentz Sonera Entrum O heikki.lorentz@onera.fi Januar 23 rd 200 Content. Introduction

More information

Finite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization

Finite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization Finite Element Analyi of a Fiber Bragg Grating Accelerometer for Performance Optimization N. Baumallick*, P. Biwa, K. Dagupta and S. Bandyopadhyay Fiber Optic Laboratory, Central Gla and Ceramic Reearch

More information

MODELING OF NEGATIVE INFLUENCES AT THE SIGNAL TRANSMISSION IN THE OPTICAL MEDIUM. Rastislav Róka, Filip Čertík

MODELING OF NEGATIVE INFLUENCES AT THE SIGNAL TRANSMISSION IN THE OPTICAL MEDIUM. Rastislav Róka, Filip Čertík MODELING OF NEGATIVE INFLUENCES AT THE SIGNAL TRANSMISSION IN THE OPTICAL MEDIUM Ratilav Róka, Filip Čertík Intitute of Telecommunication, FEEIT, Slovak Univerity of Technology in Bratilava E-mail: ratilav.roka@tuba.k,

More information

An estimation approach for autotuning of event-based PI control systems

An estimation approach for autotuning of event-based PI control systems Acta de la XXXIX Jornada de Automática, Badajoz, 5-7 de Septiembre de 08 An etimation approach for autotuning of event-baed PI control ytem Joé Sánchez Moreno, María Guinaldo Loada, Sebatián Dormido Departamento

More information

Efficient Methods of Doppler Processing for Coexisting Land and Weather Clutter

Efficient Methods of Doppler Processing for Coexisting Land and Weather Clutter Efficient Method of Doppler Proceing for Coexiting Land and Weather Clutter Ça gatay Candan and A Özgür Yılmaz Middle Eat Technical Univerity METU) Ankara, Turkey ccandan@metuedutr, aoyilmaz@metuedutr

More information

0 of the same magnitude. If we don t use an OA and ignore any damping, the CTF is

0 of the same magnitude. If we don t use an OA and ignore any damping, the CTF is 1 4. Image Simulation Influence of C Spherical aberration break the ymmetry that would otherwie exit between overfocu and underfocu. One reult i that the fringe in the FT of the CTF are generally farther

More information

Question 1 Equivalent Circuits

Question 1 Equivalent Circuits MAE 40 inear ircuit Fall 2007 Final Intruction ) Thi exam i open book You may ue whatever written material you chooe, including your cla note and textbook You may ue a hand calculator with no communication

More information

Coherent Resonance of Saturated Absorption in Spectroscopy of Counterpropagating Waves

Coherent Resonance of Saturated Absorption in Spectroscopy of Counterpropagating Waves Journal of Modern Phyic,,, 8-5 doi:.6/jmp..5b Publihed Online May (http://www.cirp.org/journal/jmp Coherent Reonance of Saturated Aborption in Spectrocopy of Counterpropagating Wave A. A. Chernenko, E.

More information

Convex Optimization-Based Rotation Parameter Estimation Using Micro-Doppler

Convex Optimization-Based Rotation Parameter Estimation Using Micro-Doppler Journal of Electrical Engineering 4 (6) 57-64 doi:.765/8-/6.4. D DAVID PUBLISHING Convex Optimization-Baed Rotation Parameter Etimation Uing Micro-Doppler Kyungwoo Yoo, Joohwan Chun, Seungoh Yoo and Chungho

More information

Applying Computational Dynamics method to Protein Elastic Network Model

Applying Computational Dynamics method to Protein Elastic Network Model Applying Computational Dynamic method to Protein Elatic Network Model *Jae In Kim ), Kilho Eom 2) and Sungoo Na 3) ), 3) Department of Mechanical Engineering, Korea Univerity, Seongbuk-gu, Anamdong, Seoul

More information

Wavelet Analysis in EPR Spectroscopy

Wavelet Analysis in EPR Spectroscopy Vol. 108 (2005) ACTA PHYSICA POLONICA A No. 1 Proceeding of the XXI International Meeting on Radio and Microwave Spectrocopy RAMIS 2005, Poznań-Bȩdlewo, Poland, April 24 28, 2005 Wavelet Analyi in EPR

More information

Alternate Dispersion Measures in Replicated Factorial Experiments

Alternate Dispersion Measures in Replicated Factorial Experiments Alternate Diperion Meaure in Replicated Factorial Experiment Neal A. Mackertich The Raytheon Company, Sudbury MA 02421 Jame C. Benneyan Northeatern Univerity, Boton MA 02115 Peter D. Krau The Raytheon

More information

Generalized Gouy phase for focused partially coherent light and its implications for interferometry

Generalized Gouy phase for focused partially coherent light and its implications for interferometry Pang et al. Vol. 29, No. 6 / June 2012 / J. Opt. Soc. Am. A 989 Generalized Gouy phae for focued partially coherent light and it implication for interferometry Xiaoyan Pang, 1 David G. Ficher, 2 and Taco

More information

Digital Control System

Digital Control System Digital Control Sytem - A D D A Micro ADC DAC Proceor Correction Element Proce Clock Meaurement A: Analog D: Digital Continuou Controller and Digital Control Rt - c Plant yt Continuou Controller Digital

More information

Liquid cooling

Liquid cooling SKiiPPACK no. 3 4 [ 1- exp (-t/ τ )] + [( P + P )/P ] R [ 1- exp (-t/ τ )] Z tha tot3 = R ν ν tot1 tot tot3 thaa-3 aa 3 ν= 1 3.3.6. Liquid cooling The following table contain the characteritic R ν and

More information

The Influence of the Load Condition upon the Radial Distribution of Electromagnetic Vibration and Noise in a Three-Phase Squirrel-Cage Induction Motor

The Influence of the Load Condition upon the Radial Distribution of Electromagnetic Vibration and Noise in a Three-Phase Squirrel-Cage Induction Motor The Influence of the Load Condition upon the Radial Ditribution of Electromagnetic Vibration and Noie in a Three-Phae Squirrel-Cage Induction Motor Yuta Sato 1, Iao Hirotuka 1, Kazuo Tuboi 1, Maanori Nakamura

More information

Research Article Reliability of Foundation Pile Based on Settlement and a Parameter Sensitivity Analysis

Research Article Reliability of Foundation Pile Based on Settlement and a Parameter Sensitivity Analysis Mathematical Problem in Engineering Volume 2016, Article ID 1659549, 7 page http://dxdoiorg/101155/2016/1659549 Reearch Article Reliability of Foundation Pile Baed on Settlement and a Parameter Senitivity

More information

Non-stationary Random Vibration Analysis of Vehicle with Fractional

Non-stationary Random Vibration Analysis of Vehicle with Fractional 13 th National Conference on Mechanim and Machine (NaCoMM7), IISc, Bangalore, India, December 1-13, 7 NaCoMM-7-77 Non-tationary Random Vibration Analyi of Vehicle with Fractional Damping Yunqing Zhang

More information

Control of Delayed Integrating Processes Using Two Feedback Controllers R MS Approach

Control of Delayed Integrating Processes Using Two Feedback Controllers R MS Approach Proceeding of the 7th WSEAS International Conference on SYSTEM SCIENCE and SIMULATION in ENGINEERING (ICOSSSE '8) Control of Delayed Integrating Procee Uing Two Feedback Controller R MS Approach LIBOR

More information

DETECTION OF ROOM REFLECTIONS FROM A BINAURAL ROOM IMPULSE RESPONSE

DETECTION OF ROOM REFLECTIONS FROM A BINAURAL ROOM IMPULSE RESPONSE Sampo Vea and Tapio Lokki. 2006. Detection of room reflection from a binaural room impule repone. In: Proceeding of the 9th International Conference on Digital Audio Effect (DAFx 2006). Montreal, Canada.

More information

RESEARCH ON THE THEORIES OF BEM BASED CYCLOSTATIONARY NEAR FIELD ACOUSTIC HOLOGRAPHY. Haibin Zhang, Weikang Jiang and Quan Wan

RESEARCH ON THE THEORIES OF BEM BASED CYCLOSTATIONARY NEAR FIELD ACOUSTIC HOLOGRAPHY. Haibin Zhang, Weikang Jiang and Quan Wan ICV14 Cairn Autralia 9-12 July, 2007 REEARCH ON THE THEORIE OF BEM BAED CYCLOTATIONARY NEAR FIELD ACOUTIC HOLOGRAPHY Haibin Zhang, Weikang Jiang and Quan Wan tate Key Laboratory of Mechanical ytem and

More information

COPRIME ARRAYS AND SAMPLERS FOR SPACE-TIME ADAPTIVE PROCESSING

COPRIME ARRAYS AND SAMPLERS FOR SPACE-TIME ADAPTIVE PROCESSING COPRIE ARRAYS AND SAPLERS FOR SPACE-IE ADAPIVE PROCESSING Chun-Lin Liu 1 and P. P. Vaidyanathan 2 Dept. of Electrical Engineering, 136-93 California Intitute of echnology, Paadena, CA 91125, USA E-mail:

More information

Bogoliubov Transformation in Classical Mechanics

Bogoliubov Transformation in Classical Mechanics Bogoliubov Tranformation in Claical Mechanic Canonical Tranformation Suppoe we have a et of complex canonical variable, {a j }, and would like to conider another et of variable, {b }, b b ({a j }). How

More information

SAMPLING. Sampling is the acquisition of a continuous signal at discrete time intervals and is a fundamental concept in real-time signal processing.

SAMPLING. Sampling is the acquisition of a continuous signal at discrete time intervals and is a fundamental concept in real-time signal processing. SAMPLING Sampling i the acquiition of a continuou ignal at dicrete time interval and i a fundamental concept in real-time ignal proceing. he actual ampling operation can alo be defined by the figure belo

More information

FRTN10 Exercise 3. Specifications and Disturbance Models

FRTN10 Exercise 3. Specifications and Disturbance Models FRTN0 Exercie 3. Specification and Diturbance Model 3. A feedback ytem i hown in Figure 3., in which a firt-order proce if controlled by an I controller. d v r u 2 z C() P() y n Figure 3. Sytem in Problem

More information

The Performance of Error and Outage Capacity in SIMO and MISO FSO Links

The Performance of Error and Outage Capacity in SIMO and MISO FSO Links International Journal of Computer Science and Telecommunication [Volume 3, Iue 7, July ] 36 ISS 47-3338 The Performance of Error and Outage Capacity in SIO and ISO FSO Link. ofidi, A. Chaman-motlagh and.

More information

Lack of scaling in global climate models

Lack of scaling in global climate models INSTITUTE OF PHYSICS PUBLISHING JOURNAL OF PHYSICS: CONDENSED MATTER J. Phy.: Conden. Matter 14 (2002) 2275 2282 PII: S0953-8984(02)32494-9 Lack of caling in global climate model D Vjuhin 1,3,RBGovindan

More information

Clustering Methods without Given Number of Clusters

Clustering Methods without Given Number of Clusters Clutering Method without Given Number of Cluter Peng Xu, Fei Liu Introduction A we now, mean method i a very effective algorithm of clutering. It mot powerful feature i the calability and implicity. However,

More information

A Compensated Acoustic Actuator for Systems with Strong Dynamic Pressure Coupling

A Compensated Acoustic Actuator for Systems with Strong Dynamic Pressure Coupling A Compenated Acoutic Actuator for Sytem with Strong Dynamic Preure Coupling Submitted to ASME Journal of Vibration and Acoutic July.997 Charle Birdong and Clark J. Radcliffe Department of Mechanical Engineering

More information

Fourier-Conjugate Models in the Corpuscular-Wave Dualism Concept

Fourier-Conjugate Models in the Corpuscular-Wave Dualism Concept International Journal of Adanced Reearch in Phyical Science (IJARPS) Volume, Iue 0, October 05, PP 6-30 ISSN 349-7874 (Print) & ISSN 349-788 (Online) www.arcjournal.org Fourier-Conjugate Model in the Corpucular-Wae

More information

USPAS Course on Recirculated and Energy Recovered Linear Accelerators

USPAS Course on Recirculated and Energy Recovered Linear Accelerators USPAS Coure on Recirculated and Energy Recovered Linear Accelerator G. A. Krafft and L. Merminga Jefferon Lab I. Bazarov Cornell Lecture 6 7 March 005 Lecture Outline. Invariant Ellipe Generated by a Unimodular

More information

Emittance limitations due to collective effects for the TOTEM beams

Emittance limitations due to collective effects for the TOTEM beams LHC Project ote 45 June 0, 004 Elia.Metral@cern.ch Andre.Verdier@cern.ch Emittance limitation due to collective effect for the TOTEM beam E. Métral and A. Verdier, AB-ABP, CER Keyword: TOTEM, collective

More information

Quantifying And Specifying The Dynamic Response Of Flowmeters

Quantifying And Specifying The Dynamic Response Of Flowmeters White Paper Quantifying And Specifying The Dynamic Repone Of Flowmeter DP Flow ABSTRACT The dynamic repone characteritic of flowmeter are often incompletely or incorrectly pecified. Thi i often the reult

More information

Evolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis

Evolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis Proceeding of 01 4th International Conference on Machine Learning and Computing IPCSIT vol. 5 (01) (01) IACSIT Pre, Singapore Evolutionary Algorithm Baed Fixed Order Robut Controller Deign and Robutne

More information

Real Sources (Secondary Sources) Phantom Source (Primary source) LS P. h rl. h rr. h ll. h lr. h pl. h pr

Real Sources (Secondary Sources) Phantom Source (Primary source) LS P. h rl. h rr. h ll. h lr. h pl. h pr Ecient frequency domain ltered-x realization of phantom ource iet C.W. ommen, Ronald M. Aart, Alexander W.M. Mathijen, John Gara, Haiyan He Abtract A phantom ound ource i a virtual ound image which can

More information

Simulation Study on the Shock Properties of the Double-Degree-of-Freedom Cushioning Packaging System

Simulation Study on the Shock Properties of the Double-Degree-of-Freedom Cushioning Packaging System Proceeding of the 7th IAPRI World Conference on Packaging Simulation Study on the Shock Propertie of the Double-Degree-of-Freedom Cuhioning Packaging Sytem Xia Zhu, Qiaoqiao Yan, Xiaoling Yao, Junbin Chen,

More information

Advanced Method for Small-Signal Stability Assessment based on Neuronal Networks

Advanced Method for Small-Signal Stability Assessment based on Neuronal Networks 1 Advanced Method for Small-Signal Stability Aement baed on Neuronal Networ S. P. Teeuwen, I. Erlich, Member, IEEE, and M. A. El-Sharawi, Fellow, IEEE Abtract-- Thi paper deal with a new method for eigenvalue

More information

Molecular Dynamics Simulations of Nonequilibrium Effects Associated with Thermally Activated Exothermic Reactions

Molecular Dynamics Simulations of Nonequilibrium Effects Associated with Thermally Activated Exothermic Reactions Original Paper orma, 5, 9 7, Molecular Dynamic Simulation of Nonequilibrium Effect ociated with Thermally ctivated Exothermic Reaction Jerzy GORECKI and Joanna Natalia GORECK Intitute of Phyical Chemitry,

More information

Spring 2014 EE 445S Real-Time Digital Signal Processing Laboratory. Homework #0 Solutions on Review of Signals and Systems Material

Spring 2014 EE 445S Real-Time Digital Signal Processing Laboratory. Homework #0 Solutions on Review of Signals and Systems Material Spring 4 EE 445S Real-Time Digital Signal Proceing Laboratory Prof. Evan Homework # Solution on Review of Signal and Sytem Material Problem.. Continuou-Time Sinuoidal Generation. In practice, we cannot

More information

Dynamic Stability Analysis for a Self Mixing Interferometry

Dynamic Stability Analysis for a Self Mixing Interferometry Univerity of Wollongong Reearch Online Univerity of Wollongong Thei Collection 1954-16 Univerity of Wollongong Thei Collection 16 Dynamic Stability Analyi for a Self Mixing Interferometry Yuanlong Fan

More information

[Saxena, 2(9): September, 2013] ISSN: Impact Factor: INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY

[Saxena, 2(9): September, 2013] ISSN: Impact Factor: INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY [Saena, (9): September, 0] ISSN: 77-9655 Impact Factor:.85 IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY Contant Stre Accelerated Life Teting Uing Rayleigh Geometric Proce

More information

RECURSIVE LEAST SQUARES HARMONIC IDENTIFICATION IN ACTIVE POWER FILTERS. A. El Zawawi, K. H. Youssef, and O. A. Sebakhy

RECURSIVE LEAST SQUARES HARMONIC IDENTIFICATION IN ACTIVE POWER FILTERS. A. El Zawawi, K. H. Youssef, and O. A. Sebakhy RECURSIVE LEAST SQUARES HARMONIC IDENTIFICATION IN ACTIVE POWER FILTERS A. El Zawawi, K. H. Youef, and O. A. Sebakhy Department of Electrical Engineering, Alexandria Univerity, Alexandria 21544, Egypt.P.O.

More information

Publication V by authors

Publication V by authors Publication Kontantin S. Kotov and Jorma J. Kyyrä. 008. nertion lo and network parameter in the analyi of power filter. n: Proceeding of the 008 Nordic Workhop on Power and ndutrial Electronic (NORPE 008).

More information

DYNAMIC MODELS FOR CONTROLLER DESIGN

DYNAMIC MODELS FOR CONTROLLER DESIGN DYNAMIC MODELS FOR CONTROLLER DESIGN M.T. Tham (996,999) Dept. of Chemical and Proce Engineering Newcatle upon Tyne, NE 7RU, UK.. INTRODUCTION The problem of deigning a good control ytem i baically that

More information

The Hassenpflug Matrix Tensor Notation

The Hassenpflug Matrix Tensor Notation The Haenpflug Matrix Tenor Notation D.N.J. El Dept of Mech Mechatron Eng Univ of Stellenboch, South Africa e-mail: dnjel@un.ac.za 2009/09/01 Abtract Thi i a ample document to illutrate the typeetting of

More information

arxiv: v3 [hep-ph] 15 Sep 2009

arxiv: v3 [hep-ph] 15 Sep 2009 Determination of β in B J/ψK+ K Decay in the Preence of a K + K S-Wave Contribution Yuehong Xie, a Peter Clarke, b Greig Cowan c and Franz Muheim d arxiv:98.367v3 [hep-ph 15 Sep 9 School of Phyic and Atronomy,

More information

R. W. Erickson. Department of Electrical, Computer, and Energy Engineering University of Colorado, Boulder

R. W. Erickson. Department of Electrical, Computer, and Energy Engineering University of Colorado, Boulder R. W. Erickon Department of Electrical, Computer, and Energy Engineering Univerity of Colorado, Boulder Cloed-loop buck converter example: Section 9.5.4 In ECEN 5797, we ued the CCM mall ignal model to

More information

Section Induction motor drives

Section Induction motor drives Section 5.1 - nduction motor drive Electric Drive Sytem 5.1.1. ntroduction he AC induction motor i by far the mot widely ued motor in the indutry. raditionally, it ha been ued in contant and lowly variable-peed

More information

84 ZHANG Jing-Shang Vol. 39 of which would emit 5 He rather than 3 He. 5 He i untable and eparated into n + pontaneouly, which can alo be treated a if

84 ZHANG Jing-Shang Vol. 39 of which would emit 5 He rather than 3 He. 5 He i untable and eparated into n + pontaneouly, which can alo be treated a if Commun. Theor. Phy. (Beijing, China) 39 (003) pp. 83{88 c International Academic Publiher Vol. 39, No. 1, January 15, 003 Theoretical Analyi of Neutron Double-Dierential Cro Section of n+ 11 B at 14. MeV

More information

arxiv: v1 [cs.sy] 24 May 2018

arxiv: v1 [cs.sy] 24 May 2018 No More Differentiator in : Development of Nonlinear Lead for Preciion Mechatronic Arun Palanikumar, Niranjan Saikumar, S. Haan HoeinNia arxiv:5.973v [c.sy] May Abtract Indutrial conit of three element:

More information

Noise Effects on Two Excitable Systems: Semiconductor Laser and Neuron Network Oscillations

Noise Effects on Two Excitable Systems: Semiconductor Laser and Neuron Network Oscillations Noie Effect on Two Excitable Sytem: Semiconductor Laer and Neuron Network Ocillation Athena Pan, Wei-Mien Mendy Hu Department of Phyic, Univerity of California, San Diego I. Introduction An excitable ytem

More information

MODELLING OF FRICTIONAL SOIL DAMPING IN FINITE ELEMENT ANALYSIS

MODELLING OF FRICTIONAL SOIL DAMPING IN FINITE ELEMENT ANALYSIS MODELLING OF FRICTIONAL SOIL DAMPING IN FINITE ELEMENT ANALYSIS S. VAN BAARS Department of Science, Technology and Communication, Univerity of Luxembourg, Luxembourg ABSTRACT: In oil dynamic, the oil i

More information

On Stability of Electronic Circuits

On Stability of Electronic Circuits roceeding of the th WSAS International Conference on CIUITS On Stability of lectronic Circuit HASSAN FATHABADI lectrical ngineering Department Azad Univerity (South Tehran Branch) Tehran, IAN h4477@hotmailcom

More information

A BATCH-ARRIVAL QUEUE WITH MULTIPLE SERVERS AND FUZZY PARAMETERS: PARAMETRIC PROGRAMMING APPROACH

A BATCH-ARRIVAL QUEUE WITH MULTIPLE SERVERS AND FUZZY PARAMETERS: PARAMETRIC PROGRAMMING APPROACH Mathematical and Computational Application Vol. 11 No. pp. 181-191 006. Aociation for Scientific Reearch A BATCH-ARRIVA QEE WITH MTIPE SERVERS AND FZZY PARAMETERS: PARAMETRIC PROGRAMMING APPROACH Jau-Chuan

More information

Social Studies 201 Notes for March 18, 2005

Social Studies 201 Notes for March 18, 2005 1 Social Studie 201 Note for March 18, 2005 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the

More information

Modeling of seed magnetic island formation

Modeling of seed magnetic island formation EUROFUSION WPMST1-PR(16) 15656 IG Miron et al. Modeling of eed magnetic iland formation Preprint of Paper to be ubmitted for publication in 43rd European Phyical Society Conference on Plama Phyic (EPS)

More information

Axial Unbalanced Magnetic Force in a Permanent Magnet Motor Due to a Skewed Magnet and Rotor Eccentricities

Axial Unbalanced Magnetic Force in a Permanent Magnet Motor Due to a Skewed Magnet and Rotor Eccentricities IEEE TRANSACTIONS ON MAGNETICS, VOL. 53, NO. 11, NOVEMBER 217 82155 Axial Unbalanced Magnetic Force in a Permanent Magnet Motor Due to a Skewed Magnet and Rotor Eccentricitie Chi Ho Kang, Kyung Jin Kang,

More information

POWER SYSTEM SMALL SIGNAL STABILITY ANALYSIS BASED ON TEST SIGNAL

POWER SYSTEM SMALL SIGNAL STABILITY ANALYSIS BASED ON TEST SIGNAL POWE YEM MALL INAL ABILIY ANALYI BAE ON E INAL Zheng Xu, Wei hao, Changchun Zhou Zheang Univerity, Hangzhou, 37 PChina Email: hvdc@ceezueducn Abtract - In thi paper, a method baed on ome tet ignal (et

More information

Distinction between Thermal and Stress-Induced Martensitic Transformations and Inhomogeneity in Internal Stress

Distinction between Thermal and Stress-Induced Martensitic Transformations and Inhomogeneity in Internal Stress Material Tranaction, Vol. 43, No. 9 (2002) pp. 2249 to 2255 c 2002 The Japan Intitute of Metal Ditinction between Thermal and Stre-Induced Martenitic Tranformation and Inhomogeneity in Internal Stre Hidekazu

More information

Fourier Transforms of Functions on the Continuous Domain

Fourier Transforms of Functions on the Continuous Domain Chapter Fourier Tranform of Function on the Continuou Domain. Introduction The baic concept of pectral analyi through Fourier tranform typically are developed for function on a one-dimenional domain where

More information

The continuous time random walk (CTRW) was introduced by Montroll and Weiss 1.

The continuous time random walk (CTRW) was introduced by Montroll and Weiss 1. 1 I. CONTINUOUS TIME RANDOM WALK The continuou time random walk (CTRW) wa introduced by Montroll and Wei 1. Unlike dicrete time random walk treated o far, in the CTRW the number of jump n made by the walker

More information

Lecture 10 Filtering: Applied Concepts

Lecture 10 Filtering: Applied Concepts Lecture Filtering: Applied Concept In the previou two lecture, you have learned about finite-impule-repone (FIR) and infinite-impule-repone (IIR) filter. In thee lecture, we introduced the concept of filtering

More information

LOW ORDER MIMO CONTROLLER DESIGN FOR AN ENGINE DISTURBANCE REJECTION PROBLEM. P.Dickinson, A.T.Shenton

LOW ORDER MIMO CONTROLLER DESIGN FOR AN ENGINE DISTURBANCE REJECTION PROBLEM. P.Dickinson, A.T.Shenton LOW ORDER MIMO CONTROLLER DESIGN FOR AN ENGINE DISTURBANCE REJECTION PROBLEM P.Dickinon, A.T.Shenton Department of Engineering, The Univerity of Liverpool, Liverpool L69 3GH, UK Abtract: Thi paper compare

More information

Experimental investigation of mixing-enhanced swirl flows

Experimental investigation of mixing-enhanced swirl flows Journal of Mechanical Science and Technology 22 (8) 9~2 Journal of Mechanical Science and Technology www.pringerlink.com/content/1738-494x DOI.7/126-8-9-y Experimental invetigation of mixing-enhanced wirl

More information

CHEAP CONTROL PERFORMANCE LIMITATIONS OF INPUT CONSTRAINED LINEAR SYSTEMS

CHEAP CONTROL PERFORMANCE LIMITATIONS OF INPUT CONSTRAINED LINEAR SYSTEMS Copyright 22 IFAC 5th Triennial World Congre, Barcelona, Spain CHEAP CONTROL PERFORMANCE LIMITATIONS OF INPUT CONSTRAINED LINEAR SYSTEMS Tritan Pérez Graham C. Goodwin Maria M. Serón Department of Electrical

More information

Solutions. Digital Control Systems ( ) 120 minutes examination time + 15 minutes reading time at the beginning of the exam

Solutions. Digital Control Systems ( ) 120 minutes examination time + 15 minutes reading time at the beginning of the exam BSc - Sample Examination Digital Control Sytem (5-588-) Prof. L. Guzzella Solution Exam Duration: Number of Quetion: Rating: Permitted aid: minute examination time + 5 minute reading time at the beginning

More information

Lecture 23 Date:

Lecture 23 Date: Lecture 3 Date: 4.4.16 Plane Wave in Free Space and Good Conductor Power and Poynting Vector Wave Propagation in Loy Dielectric Wave propagating in z-direction and having only x-component i given by: E

More information

Experimental/Numerical Investigation of the Influence of a Pressure Gradient on Acoustic Roughness Receptivity in the Boundary Layer of a 2-D Airfoil

Experimental/Numerical Investigation of the Influence of a Pressure Gradient on Acoustic Roughness Receptivity in the Boundary Layer of a 2-D Airfoil Experimental/Numerical Invetigation of the Influence of a Preure Gradient on Acoutic Roughne Receptivity in the Boundary Layer of a 2-D Airfoil S. Herr, A. Wörner, W. Würz, U. Rit, S. Wagner Univerität

More information

MAE140 Linear Circuits Fall 2012 Final, December 13th

MAE140 Linear Circuits Fall 2012 Final, December 13th MAE40 Linear Circuit Fall 202 Final, December 3th Intruction. Thi exam i open book. You may ue whatever written material you chooe, including your cla note and textbook. You may ue a hand calculator with

More information

GNSS Solutions: What is the carrier phase measurement? How is it generated in GNSS receivers? Simply put, the carrier phase

GNSS Solutions: What is the carrier phase measurement? How is it generated in GNSS receivers? Simply put, the carrier phase GNSS Solution: Carrier phae and it meaurement for GNSS GNSS Solution i a regular column featuring quetion and anwer about technical apect of GNSS. Reader are invited to end their quetion to the columnit,

More information

AEIJST June Vol 2 Issue 6 ISSN

AEIJST June Vol 2 Issue 6 ISSN Theoretical Invetigation Performance of Proportional Directional Control Value Uing Matlab /Simulink *Sudhindra R. Kulkarni **S.H.Kulkarni ***Sudhindra R. Kulkarni *Department of Mechanical Engineering,

More information

Observing Condensations in Atomic Fermi Gases

Observing Condensations in Atomic Fermi Gases Oberving Condenation in Atomic Fermi Gae (Term Eay for 498ESM, Spring 2004) Ruqing Xu Department of Phyic, UIUC (May 6, 2004) Abtract Oberving condenation in a ga of fermion ha been another intereting

More information

CHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL

CHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL 98 CHAPTER DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL INTRODUCTION The deign of ytem uing tate pace model for the deign i called a modern control deign and it i

More information

PoS(EPS-HEP2015)543. Measurements of CP violation in B mixing through B J/ψ X decays at LHCb. Greig A. Cowan

PoS(EPS-HEP2015)543. Measurements of CP violation in B mixing through B J/ψ X decays at LHCb. Greig A. Cowan Meaurement of CP violation in B mixing through B J/ψ X decay at Univerity of Edinburgh E-mail: g.cowan@ed.ac.uk B meon provide an ideal laboratory for meaurement of CP violation and earche for CP violation

More information

An Empirical Signal Separation Algorithm for Multicomponent Signals Based on Linear Time-Frequency Analysis

An Empirical Signal Separation Algorithm for Multicomponent Signals Based on Linear Time-Frequency Analysis An Empirical Signal Separation Algorithm for Multicomponent Signal Baed on Linear Time-Frequency Analyi Lin Li,, *, Haiyan Cai, Qingtang Jiang, Hongbing Ji School of Electronic Engineering, Xidian Univerity,

More information

EELE 3332 Electromagnetic II Chapter 10

EELE 3332 Electromagnetic II Chapter 10 EELE 333 Electromagnetic II Chapter 10 Electromagnetic Wave Propagation Ilamic Univerity of Gaza Electrical Engineering Department Dr. Talal Skaik 01 1 Electromagnetic wave propagation A changing magnetic

More information

Supplementary information

Supplementary information Supplementary information Quantification of predictability The main method of thi paper i quantitative etimation of the predictability of a pike train from a predictor variable, which may be any combination

More information

Simulation and Analysis of Linear Permanent Magnet Vernier Motors for Direct Drive Systems

Simulation and Analysis of Linear Permanent Magnet Vernier Motors for Direct Drive Systems Available online at www.ijpe-online.com vol. 3, no. 8, December 07, pp. 304-3 DOI: 0.3940/ijpe.7.08.p.3043 Simulation and Analyi of Linear Permanent Magnet Vernier Motor for Direct Drive Sytem Mingjie

More information

THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER

THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER Proceeding of IMAC XXXI Conference & Expoition on Structural Dynamic February -4 Garden Grove CA USA THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER Yung-Sheng Hu Neil S Ferguon

More information

Stable Soliton Propagation in a System with Spectral Filtering and Nonlinear Gain

Stable Soliton Propagation in a System with Spectral Filtering and Nonlinear Gain  Fiber and Integrated Optic, 19:31] 41, 000 Copyright Q 000 Taylor & Franci 0146-8030 r00 $1.00 q.00 Stable Soliton Propagation in a Sytem with Spectral Filtering and Nonlinear Gain  MARIO F. S. FERREIRA

More information

Study on the effect of vent on the electroacoustic absorber

Study on the effect of vent on the electroacoustic absorber INTER-NOISE 016 Study on the effect of vent on the electroacoutic aborber Youngeun Cho 1 ; Semyung Wang 1, Gwangju Intitute of Science and Technology, Republic of Korea ABSTRACT Electroacoutic aborber

More information

Chapter 2: Problem Solutions

Chapter 2: Problem Solutions Chapter 2: Solution Dicrete Time Proceing of Continuou Time Signal Sampling à 2.. : Conider a inuoidal ignal and let u ample it at a frequency F 2kHz. xt 3co000t 0. a) Determine and expreion for the ampled

More information

A PLC BASED MIMO PID CONTROLLER FOR MULTIVARIABLE INDUSTRIAL PROCESSES

A PLC BASED MIMO PID CONTROLLER FOR MULTIVARIABLE INDUSTRIAL PROCESSES ABCM Sympoium Serie in Mechatronic - Vol. 3 - pp.87-96 Copyright c 8 by ABCM A PLC BASE MIMO PI CONOLLE FO MULIVAIABLE INUSIAL POCESSES Joé Maria Galvez, jmgalvez@ufmg.br epartment of Mechanical Engineering

More information

Supplementary Figures

Supplementary Figures Supplementary Figure Supplementary Figure S1: Extraction of the SOF. The tandard deviation of meaured V xy at aturated tate (between 2.4 ka/m and 12 ka/m), V 2 d Vxy( H, j, hm ) Vxy( H, j, hm ) 2. The

More information

Control Systems Engineering ( Chapter 7. Steady-State Errors ) Prof. Kwang-Chun Ho Tel: Fax:

Control Systems Engineering ( Chapter 7. Steady-State Errors ) Prof. Kwang-Chun Ho Tel: Fax: Control Sytem Engineering ( Chapter 7. Steady-State Error Prof. Kwang-Chun Ho kwangho@hanung.ac.kr Tel: 0-760-453 Fax:0-760-4435 Introduction In thi leon, you will learn the following : How to find the

More information

Theory and Practice Making use of the Barkhausen Effect

Theory and Practice Making use of the Barkhausen Effect Theory and Practice aking ue of the Barkhauen Effect David C. Jile Anon arton Ditinguihed Profeor Palmer Endowed Chair Department of Electrical & Computer Engineering Iowa State Univerity Workhop on Large

More information