Projection Moiré Profilometry using Liquid Crystal Digital Gratings
|
|
- Sibyl Long
- 5 years ago
- Views:
Transcription
1 0th IMEKO TC4 ymsium n Braunschweig, GERMAY, 20, etember 2-4 Prjectin Miré Prfilmetry using iquid Crystal Digital Gratings Fumi Kbayashi, Center fr Otical Research and Educatin, Utsunmiya University; Yukitshi Otani, chl f Bimedical Engineering; Tru Yshizawa, aitama Medical University Abstract: A rjectin miré rfilmetry using a air f liquid crystal digital gratings (CDG) is alied t determine a ste height using tw liquid crystal digital gratings (CDGs). Miré cnturs are filtered ver t remve the images f the riginal grating frm the miré cunter when a airs f grating images are traveled t the same directin in-hase electrically. The new idea f this rert is rsed t vercme the 2π ambiguity f miré cntur by changing the fringe interval f miré cnturs which are adjusted the erid f CDGs. The measured accuracy has been achieved t ±0.7mm in the range f 96 mm f stee height by rjecting tw different f grating erids as 6.7 and 3.3 time f riginal grating.. Intrductin In this rert, we rse the rjectin miré rfilmetry by means a hase-shifting methd using a air f liquid crystal digital gratings (CDG) t measure a stee height r searated areas. Miré cnturs are filtered ver t remve the images f the riginal grating frm the miré cunter when a airs f grating images are traveled t the same directin inhase electrically. The new idea f this rert is rsed that we vercme the 2π ambiguity f miré cntur by dual grating erid methd by changing the fringe interval f miré cnturs which are adjusted the erid f CDGs. Recently, there are requirements fr three-dimensinal rfile with measuring seed and high satial reslutin. One f the useful methds is sterescic analysis. A light-sectining methd and a grating-rjectin methd are ne f the ular three-dimensinal rfilmetry. A shadw miré tgrahy is smart t remve the image f the riginal grating frm the miré cunters by mving the grating[]. We have succeeded t measure a ste height shae by means the frequency mdulatin methd fr shadw miré tye f tgrahy by rtating the grating [2]. A rjectin tye f miré tgrahy requires nly a small system which is made f a rjectr and a camera with gratings. Hwever there are rblems f measurement time and accuracy because f the effect f riginal gratings. We have rsed a structured C digital grating, esecially fr the grating rjectin methd[3].
2 0th IMEKO TC4 ymsium n Braunschweig, GERMAY, 20, etember 2-4 We rsed the three-dimensinal shae measurement by a hase-shifting grating rjectin methd by the structured C digital grating. In this aer, we rse a rjectin miré rfilmetry by hase-shifting using a air f liquid crystal digital gratings (CDG) t measure stee height areas and searated areas. 2. Thery and exerimental setu Prjectin Miré Prfilmetry Figure shws an exerimental setu a rjectin miré rfilmetry by means the hase-shifting using CDGs. A air f liquid-crystal digital gratings (CDGs) and imaging lenses are set arallel t the tical axis. One CDG wrks as a rjectin grating and the ther is reference grating. A defrmed grating image that is illuminated by light surce t s samle is verlaed t the reference grating and is rduced miré cnturs. The intensity Ix f the miré cntur at the bject with height h frm the reference lane n the CCD camera is written as ), Fig. : Otical cnfiguratin f rjectin miré rfilmetry I x I 0 2π 2π ah = + γ cs x+ γ cs x+ 4 m 2 2π + γ cs 2x+ ah 2 2π + γ cs ( + h ) ( ) + ( + ) m h m h ah, () where, the maximum f intensity I 0,the visibility f miré cntur, the distance between imaging lenses a, the itch f CDG, the distance between the imaging lens and reference lane, the distance between the imaging lens and CDG b, and the magnitude f the imaging lens at the reference lane m (= /b ), resectively. The height h is exressed by the gemetrical relatin by the fringe rder as, h = m. (2) a m In Eq. (), the first term is the bias, and the secnd t furth terms are the fundamental and secnd harmnic frequencies f the riginal gratings, the s-called nise terms, and the last
3 0th IMEKO TC4 ymsium n Braunschweig, GERMAY, 20, etember 2-4 term is the miré cnturs. We remve the secnd t furth terms in Eq. () and extract the miré cnturs. When the images f the grating atterns f the CDGs travel in the x- directin, synchrnized electrically with velcity V and integrating the exsure time t f the CCD camera, we can remve the nise grating images f the cmnents frm the secnd t furth terms in Eq. (). 3. te height and searated area measurement by the dual grating-erid methd The fringe rder is exressed using the hase f miré cnturs by the hase-shifting methd. It is easy t aly hase shifting by changing the hase f the CDG. Hwever, there is ambiguity, such as the integer f the fringe rder. It can be determined the fringe rder using the dual grating-erid methd and the recise hase by the shrt- and lnggrating erids because the sensitivity f miré cnturs deends un the grating erid f miré cnturs. Figure 2 shws the dual grating-erid methd, which cnsists f shrt- and lng-erids f grating. The lng erid f miré cntur cvers the dynamic range f the measurement in ne fringe, r a few erids in the case f an easy unwra area. First, the fringe rder f the shrt erid f miré cntur is calculated, and the hase φ f the shrt erid f miré cnturs can be easily unwraed using the fringe number as fllws: φ = 2 π + φ, (3) where indicates the hase f the shrt erid f miré cnturs, which is analyzed by the hase-shifting methd. The fringe rder f the shrt erid f miré cnturs can be determined as.5 One erid Reference 5 sitin Phase (r Fig. 2: Prsed technique using shrt- and lng-grating erids = 2 φ π + 4 ϕ ϕ, (4)
4 0th IMEKO TC4 ymsium n Braunschweig, GERMAY, 20, etember 2-4 where the hase f the lng erid f miré cnturs φ, the erid itch f grating, the hase data f the shrt-grating erid ϕ,, and Gaussian bracket [ ]. T cmensate fr the errr ε f the wraed hase within ± π 2 resulting frm the hase errr between the hase f the lng-grating erid and the hase t change the hase f the shrt-grating erid ϕ t ( φ ) between the hases f shrt- and lng-grating erids as fllws. φ =, we cmare the hase difference s ε = (5) φ s φ The determinatin arameter k is shwn as, k π = 2.. (6) If ε is larger than k, we need t crrect the wraed hase. We assume the next equatin with crrectin as j = and withut crrectin as j = 0. Finally, we btain the crrected hase as fllws. φ ε ϕ ' φ = j π + π + π ε 2 2 ϕ ϕ (7) Here, ε means the discriminant term, which gives the sign f ε. ε Figure 3 shws a simulated result in a case where randm errr at the lng-grating erid f the miré cnturs is added. The simulatin arameters used were: itch 6.08 mm er line fr the lng-grating erid, and mm er line fr the shrt-grating erid. The simulatin is used as a maximum hase errr with 7% fr the lng-grating erid and a maximum hase errr with 5% fr the shrt -grating erid. As the errr is much larger than the hase value f the shrt-erid grating erid, the unwraed errr is bserved. Hwever, there are n unwraed errrs using determinatin arameter k. Our rsed methd is a rbust enugh measurement t determine the fringe rder as a crrectin f the unwra errr.
5 0th IMEKO TC4 ymsium n Braunschweig, GERMAY, 20, etember 2-4 hase( = m m ) h ase ( = 6.08 mm) hase unw raed( = m m ) crrected hase unw raed( = m m ) = mm unwraed ith Prsed technique (crrected hase unwraed) 位相 (rad) 20 0 = 6.08 mm with errr Distance 高さ (mm) (mm) Fig. 3: imulatin f errr reductin by rsed technique 4. Exerimental results f ste height measurement Figure 4 shws the measured results f a stair mdel with three miré cnturs fr different heights. We calculated wraed miré cnturs with a high-grating erid by using the lwgrating erid f the miré data. The lw-grating erid has a itch f 3.04 mm. The highgrating erid has a itch f mm and a itch f mm. In the figure, 3.04 shws the individual result f a grating itch f 3.04 mm, and Grating itch (mm) shws the result using a lwgrating itch f 3.04 mm and 3.04 te a high-grating itch f mm, shws the result using a lw-grating itch f te mm and a high-grating itch f mm. We te 3 cmare each height in Table. Frm measurement 2 in this table, we estimate that the maximum height errr is less than 0.6 mm te 4 Pixels Fig. 4 Exerimental result f ste height
6 0th IMEKO TC4 ymsium n Braunschweig, GERMAY, 20, etember Cnclusin We have rsed hase-shifting rjectin miré tgrahy using a air f liquid crystal digital gratings (CDGs) t measure ste height r searated areas. Our nvel idea is that we vercme the 2π ambiguity f miré cnturs and determined the fringe number by changing the fringe interval f miré cnturs, which are adjusted t the CDG erid in this case by 6.7 and 3.3 times the itc.h he rsed methd is t determine the fringe number f miré cnturs by dual grating erid methd and the recise hase by lng and shrt grating erids because the sensitivity f miré cnturs deends n the grating erid f miré cnturs. Finally, we have checked that the measured accuracy has been achieved t ±0.7mm in the range f 96 mm f stee height by rjecting tw different f grating erids as 6.7 and 3.3 time f riginal grating. [] H.Takasaki ; Al. Ot. 9, 4 (970) [2].H.Jin, T.Yshizawa, Y.Otani ; Otical Engineering, 40, 7 (200) [3] K.Yamatani, Y.Otani, T.Yshizawa, H.Fujita, et.al : Prc.PIE Vl.3782 (999)
Optimization of frequency quantization. VN Tibabishev. Keywords: optimization, sampling frequency, the substitution frequencies.
UDC 519.21 Otimizatin f frequency quantizatin VN Tibabishev Asvt51@nard.ru We btain the functinal defining the rice and quality f samle readings f the generalized velcities. It is shwn that the timal samling
More informationIntroduction to Three-phase Circuits. Balanced 3-phase systems Unbalanced 3-phase systems
Intrductin t Three-hase Circuits Balanced 3-hase systems Unbalanced 3-hase systems 1 Intrductin t 3-hase systems Single-hase tw-wire system: Single surce cnnected t a lad using tw-wire system Single-hase
More informationMethods for Determination of Mean Speckle Size in Simulated Speckle Pattern
0.478/msr-04-004 MEASUREMENT SCENCE REVEW, Vlume 4, N. 3, 04 Methds fr Determinatin f Mean Speckle Size in Simulated Speckle Pattern. Hamarvá, P. Šmíd, P. Hrváth, M. Hrabvský nstitute f Physics f the Academy
More informationFigure 1a. A planar mechanism.
ME 5 - Machine Design I Fall Semester 0 Name f Student Lab Sectin Number EXAM. OPEN BOOK AND CLOSED NOTES. Mnday, September rd, 0 Write n ne side nly f the paper prvided fr yur slutins. Where necessary,
More informationFlipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System
Flipping Physics Lecture Ntes: Simple Harmnic Mtin Intrductin via a Hrizntal Mass-Spring System A Hrizntal Mass-Spring System is where a mass is attached t a spring, riented hrizntally, and then placed
More informationSPH3U1 Lesson 06 Kinematics
PROJECTILE MOTION LEARNING GOALS Students will: Describe the mtin f an bject thrwn at arbitrary angles thrugh the air. Describe the hrizntal and vertical mtins f a prjectile. Slve prjectile mtin prblems.
More informationFlipping Physics Lecture Notes: Simple Harmonic Motion Introduction via a Horizontal Mass-Spring System
Flipping Physics Lecture Ntes: Simple Harmnic Mtin Intrductin via a Hrizntal Mass-Spring System A Hrizntal Mass-Spring System is where a mass is attached t a spring, riented hrizntally, and then placed
More informationInterference is when two (or more) sets of waves meet and combine to produce a new pattern.
Interference Interference is when tw (r mre) sets f waves meet and cmbine t prduce a new pattern. This pattern can vary depending n the riginal wave directin, wavelength, amplitude, etc. The tw mst extreme
More information"NEET / AIIMS " SOLUTION (6) Avail Video Lectures of Experienced Faculty.
07 NEET EXAMINATION SOLUTION (6) Avail Vide Lectures f Exerienced Faculty Page Sl. The lean exressin which satisfies the utut f this lgic gate is C = A., Whichindicates fr AND gate. We can see, utut C
More informationSolution to HW14 Fall-2002
Slutin t HW14 Fall-2002 CJ5 10.CQ.003. REASONING AND SOLUTION Figures 10.11 and 10.14 shw the velcity and the acceleratin, respectively, the shadw a ball that underges unirm circular mtin. The shadw underges
More informationsin sin Reminder, repetition Image formation by simple curved surface (sphere with radius r): The power (refractive strength):
Reminder, repetitin Image frmatin by simple curved surface (sphere with radius r): sin sin n n The pwer (refractive strength): n n n n i r D Applicatin: fr the human eye e.g. the pwer f crnea medium r
More informationPhysics 2010 Motion with Constant Acceleration Experiment 1
. Physics 00 Mtin with Cnstant Acceleratin Experiment In this lab, we will study the mtin f a glider as it accelerates dwnhill n a tilted air track. The glider is supprted ver the air track by a cushin
More informationUnit code: H/ QCF level: 5 Credit value: 15 OUTCOME 3 - STATIC AND DYNAMIC FLUID SYSTEMS TUTORIAL 3 - VISCOSITY
Unit 43: Plant and Prcess Principles Unit cde: H/601 44 QCF level: 5 Credit value: 15 OUTCOME 3 - STATIC AND DYNAMIC FLUID SYSTEMS TUTORIAL 3 - VISCOSITY 3 Understand static and namic fluid systems with
More informationCambridge Assessment International Education Cambridge Ordinary Level. Published
Cambridge Assessment Internatinal Educatin Cambridge Ordinary Level ADDITIONAL MATHEMATICS 4037/1 Paper 1 Octber/Nvember 017 MARK SCHEME Maximum Mark: 80 Published This mark scheme is published as an aid
More informationA Primer on Dispersion in Waveguides
A Primer n Disersin in Waveguides R. S. Marjribanks 00 The linear ave equatin fr sund aves, as fr light aves, is: 1 F - F 0 [1] cs t Fr sund aves, this can be used t slve fr the scalar ressure-amlitude
More informationComplete Path Planning for a Planar 2-R Manipulator With Point Obstacles
Cmlete Path Planning fr a Planar -R Maniulatr With Pint Obstacles G.F. Liu, J.C. Trinkle Deartment f Cmuter Science Rensselaer Plytechnic Institute Try, New Yrk 8 59 Email: { liugf,trink }@cs.ri.edu R.J.
More informationNumerical Simulation of the Thermal Resposne Test Within the Comsol Multiphysics Environment
Presented at the COMSOL Cnference 2008 Hannver University f Parma Department f Industrial Engineering Numerical Simulatin f the Thermal Respsne Test Within the Cmsl Multiphysics Envirnment Authr : C. Crradi,
More informationChapter 3: Cluster Analysis
Chapter 3: Cluster Analysis } 3.1 Basic Cncepts f Clustering 3.1.1 Cluster Analysis 3.1. Clustering Categries } 3. Partitining Methds 3..1 The principle 3.. K-Means Methd 3..3 K-Medids Methd 3..4 CLARA
More informationHubble s Law PHYS 1301
1 PHYS 1301 Hubble s Law Why: The lab will verify Hubble s law fr the expansin f the universe which is ne f the imprtant cnsequences f general relativity. What: Frm measurements f the angular size and
More informationENSC Discrete Time Systems. Project Outline. Semester
ENSC 49 - iscrete Time Systems Prject Outline Semester 006-1. Objectives The gal f the prject is t design a channel fading simulatr. Upn successful cmpletin f the prject, yu will reinfrce yur understanding
More informationBootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) >
Btstrap Methd > # Purpse: understand hw btstrap methd wrks > bs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(bs) > mean(bs) [1] 21.64625 > # estimate f lambda > lambda = 1/mean(bs);
More informationGeneral Chemistry II, Unit I: Study Guide (part I)
1 General Chemistry II, Unit I: Study Guide (part I) CDS Chapter 14: Physical Prperties f Gases Observatin 1: Pressure- Vlume Measurements n Gases The spring f air is measured as pressure, defined as the
More informationCONSTRUCTING STATECHART DIAGRAMS
CONSTRUCTING STATECHART DIAGRAMS The fllwing checklist shws the necessary steps fr cnstructing the statechart diagrams f a class. Subsequently, we will explain the individual steps further. Checklist 4.6
More informationSections 15.1 to 15.12, 16.1 and 16.2 of the textbook (Robbins-Miller) cover the materials required for this topic.
Tpic : AC Fundamentals, Sinusidal Wavefrm, and Phasrs Sectins 5. t 5., 6. and 6. f the textbk (Rbbins-Miller) cver the materials required fr this tpic.. Wavefrms in electrical systems are current r vltage
More informationENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS
ENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS On cmpletin f this tutrial yu shuld be able t d the fllwing. Define viscsity
More informationmaking triangle (ie same reference angle) ). This is a standard form that will allow us all to have the X= y=
Intrductin t Vectrs I 21 Intrductin t Vectrs I 22 I. Determine the hrizntal and vertical cmpnents f the resultant vectr by cunting n the grid. X= y= J. Draw a mangle with hrizntal and vertical cmpnents
More informationInertial Mass of Charged Elementary Particles
David L. Bergan 1 Inertial Mass Inertial Mass f Charged Eleentary Particles David L. Bergan Cn Sense Science P.O. Bx 1013 Kennesaw, GA 30144-8013 Inertial ass and its prperty f entu are derived fr electrdynaic
More information1. Calculating and displaying the electric field of a single charged particle. r p. q p. r o
Physics 232 Lab 1 Ch 14 Electric Fields f Pint Charges 1 Objectives In this lab yu will d the fllwing: Cmutatinally mdel the electric field f a rtn Cmutatinally mdel the electric field f a dile (tw equal
More informationSynchronous Motor V-Curves
Synchrnus Mtr V-Curves 1 Synchrnus Mtr V-Curves Intrductin Synchrnus mtrs are used in applicatins such as textile mills where cnstant speed peratin is critical. Mst small synchrnus mtrs cntain squirrel
More informationModulational instabilities and Fermi Pasta Ulam recurrence. in a coupled long wave short wave system, with a mismatch in.
* Manuscrit Mdulatinal instabilities and Fermi Pasta Ulam recurrence in a culed lng wave shrt wave system, with a mismatch in gru velcity by C. K. Pn *, R. H. J. Grimshaw #, K. W. Chw * (Crresnding authr:
More informationHigher. Specimen NAB Assessment
hsn uknet Higher Mathematics UNIT Specimen NAB Assessment HSN50 This dcument was prduced speciall fr the HSNuknet website, and we require that an cpies r derivative wrks attribute the wrk t Higher Still
More informationChapter Summary. Mathematical Induction Strong Induction Recursive Definitions Structural Induction Recursive Algorithms
Chapter 5 1 Chapter Summary Mathematical Inductin Strng Inductin Recursive Definitins Structural Inductin Recursive Algrithms Sectin 5.1 3 Sectin Summary Mathematical Inductin Examples f Prf by Mathematical
More informationDetermining the Accuracy of Modal Parameter Estimation Methods
Determining the Accuracy f Mdal Parameter Estimatin Methds by Michael Lee Ph.D., P.E. & Mar Richardsn Ph.D. Structural Measurement Systems Milpitas, CA Abstract The mst cmmn type f mdal testing system
More informationSignal reconstruction algorithm based on a single intensity in the Fresnel domain
Signal recnstructin algrithm based n a single intensity in the Fresnel dmain Hne-Ene Hwang Deartment Electrnic Engineering, Chung Chu Institute Technlgy, Yuan-lin 510, Changhua, Taiwan Pin Han Institute
More informationKinetics of Particles. Chapter 3
Kinetics f Particles Chapter 3 1 Kinetics f Particles It is the study f the relatins existing between the frces acting n bdy, the mass f the bdy, and the mtin f the bdy. It is the study f the relatin between
More information3D FE Modeling Simulation of Cold Rotary Forging with Double Symmetry Rolls X. H. Han 1, a, L. Hua 1, b, Y. M. Zhao 1, c
Materials Science Frum Online: 2009-08-31 ISSN: 1662-9752, Vls. 628-629, pp 623-628 di:10.4028/www.scientific.net/msf.628-629.623 2009 Trans Tech Publicatins, Switzerland 3D FE Mdeling Simulatin f Cld
More informationChapter 3 Kinematics in Two Dimensions; Vectors
Chapter 3 Kinematics in Tw Dimensins; Vectrs Vectrs and Scalars Additin f Vectrs Graphical Methds (One and Tw- Dimensin) Multiplicatin f a Vectr b a Scalar Subtractin f Vectrs Graphical Methds Adding Vectrs
More informationStudy Group Report: Plate-fin Heat Exchangers: AEA Technology
Study Grup Reprt: Plate-fin Heat Exchangers: AEA Technlgy The prblem under study cncerned the apparent discrepancy between a series f experiments using a plate fin heat exchanger and the classical thery
More informationReview of the Roll-Damping, Measurements in the T-38 Wind Tunnel
Internatinal Jurnal f Scientific and Research Publicatins, Vlume 3, Issue 12, December 2013 1 Review f the Rll-Damping, Measurements in the T-38 Wind Tunnel Dušan Regdić *, Marija Samardžić **, Gjk Grubr
More informationFIZIKA ANGOL NYELVEN JAVÍTÁSI-ÉRTÉKELÉSI ÚTMUTATÓ
Fizika angl nyelven emelt szint 0804 ÉRETTSÉGI VIZSGA 010. május 18. FIZIKA ANGOL NYELVEN EMELT SZINTŰ ÍRÁSBELI ÉRETTSÉGI VIZSGA JAVÍTÁSI-ÉRTÉKELÉSI ÚTMUTATÓ OKTATÁSI ÉS KULTURÁLIS MINISZTÉRIUM In marking
More informationYeu-Sheng Paul Shiue, Ph.D 薛宇盛 Professor and Chair Mechanical Engineering Department Christian Brothers University 650 East Parkway South Memphis, TN
Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Prfessr and Chair Mechanical Engineering Department Christian Brthers University 650 East Parkway Suth Memphis, TN 38104 Office: (901) 321-3424 Rm: N-110 Fax : (901) 321-3402
More informationDetermination of ionic product constant of water (K w ) Handout 2014
Determinatin f inic rduct cnstant f water (K w ) andut 2014 Determinatin f inic rduct cnstant f water (Kw) frm equilibrium tential measurement f a hydrgen electrde Overview In this exeriment we use an
More informationQuantum Harmonic Oscillator, a computational approach
IOSR Jurnal f Applied Physics (IOSR-JAP) e-issn: 78-4861.Vlume 7, Issue 5 Ver. II (Sep. - Oct. 015), PP 33-38 www.isrjurnals Quantum Harmnic Oscillatr, a cmputatinal apprach Sarmistha Sahu, Maharani Lakshmi
More informationEffect of Paramagnetic Ions in Aqueous Solution for Precision Measurement of Proton Gyromagnetic Ratio
240 Bulletin f Magnetic Resnance Effect f Paramagnetic Ins in Aqueus Slutin fr Precisin Measurement f Prtn Gyrmagnetic Rati Ae Ran Lim, Chang Suk Kim Krea Research Institute f Standards and Science, Taejn
More informationMODULE 1. e x + c. [You can t separate a demominator, but you can divide a single denominator into each numerator term] a + b a(a + b)+1 = a + b
. REVIEW OF SOME BASIC ALGEBRA MODULE () Slving Equatins Yu shuld be able t slve fr x: a + b = c a d + e x + c and get x = e(ba +) b(c a) d(ba +) c Cmmn mistakes and strategies:. a b + c a b + a c, but
More informationNATIONAL RADIO ASTRONOMY OBSERVATORY COMPUTER DIVISION INTERNAL REPORT
NATIONAL RADIO ASTRONOMY OBSERVATORY COMPUTER DIVISION INTERNAL REPORT COMMENTS ON THE FREQUENCY TO VELOCITY CONVERSION IN THE 413 CHANNEL AUTOCORRELATION RECEIVER PROGRAMS BY PETER STUMPFF Reprt N. 6
More informationAPPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL
JP2.11 APPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL Xingang Fan * and Jeffrey S. Tilley University f Alaska Fairbanks, Fairbanks,
More informationLAB III. CONDUCTIVITY & THE HALL EFFECT
LA III. CONDUCTIVITY & THE HALL EFFECT. OJECTIVE In this lab, we will emirically calculate the resistivity (using the Van der Pauw Methd), alng with the ding density and tye (using the Hall effect) f a
More information6. Frequency Response
6. Frequency esnse eading: Sedra & Sith: hater.6, hater 3.6 and hater 9 (MOS rtins, EE 0, Winter 0, F. Najabadi Tyical Frequency resnse an liier U t nw we have ignred the caacitrs. T include the caacitrs,
More informationQ1. A string of length L is fixed at both ends. Which one of the following is NOT a possible wavelength for standing waves on this string?
Term: 111 Thursday, January 05, 2012 Page: 1 Q1. A string f length L is fixed at bth ends. Which ne f the fllwing is NOT a pssible wavelength fr standing waves n this string? Q2. λ n = 2L n = A) 4L B)
More informationNon-Linear Dynamic Behavior of Thin Rectangular Plates Parametrically Excited Using the Asymptotic Method, Part 1: Computation of the Amplitude
Prceedings f the 1th SEAS Interbatinal Cnference n APPLIED MATHEMATICS Dallas Texas USA Nvember 1- Nn-Linear Dynamic Behavir f Thin Rectangular Plates Parametrically Excited Using the Asymttic Methd Part
More informationMATHEMATICS Higher Grade - Paper I
Higher Mathematics - Practice Eaminatin B Please nte the frmat f this practice eaminatin is different frm the current frmat. The paper timings are different and calculatrs can be used thrughut. MATHEMATICS
More informationPOLARISATION VISUAL PHYSICS ONLINE. View video on polarisation of light
VISUAL PHYSICS ONLINE MODULE 7 NATURE OF LIGHT POLARISATION View vide n plarisatin f light While all the experimental evidence s far that supprts the wave nature f light, nne f it tells us whether light
More informationTOPPER SAMPLE PAPER 2 Class XII- Physics
TOPPER SAMPLE PAPER 2 Class XII- Physics Time: Three Hurs Maximum Marks: 70 General Instructins (a) All questins are cmpulsry. (b) There are 30 questins in ttal. Questins 1 t 8 carry ne mark each, questins
More informationECE 5318/6352 Antenna Engineering. Spring 2006 Dr. Stuart Long. Chapter 6. Part 7 Schelkunoff s Polynomial
ECE 538/635 Antenna Engineering Spring 006 Dr. Stuart Lng Chapter 6 Part 7 Schelkunff s Plynmial 7 Schelkunff s Plynmial Representatin (fr discrete arrays) AF( ψ ) N n 0 A n e jnψ N number f elements in
More information205MPa and a modulus of elasticity E 207 GPa. The critical load 75kN. Gravity is vertically downward and the weight of link 3 is W3
ME 5 - Machine Design I Fall Semester 06 Name f Student: Lab Sectin Number: Final Exam. Open bk clsed ntes. Friday, December 6th, 06 ur name lab sectin number must be included in the spaces prvided at
More informationPractical results of GPS/IMU/camera system calibration. Eija Honkavaara*, Risto Ilves**, Juha Jaakkola*
Practical results f GPS/IMU/camera system calibratin Eija Hnavaara*, Rist Ilves**, Juha Jaala* (*) Finnish Gedetic Institute, FGI (**) Natinal Land Survey f Finland, NLS Keywrds: Bresight, calibratin,
More informationPrincipal Components
Principal Cmpnents Suppse we have N measurements n each f p variables X j, j = 1,..., p. There are several equivalent appraches t principal cmpnents: Given X = (X 1,... X p ), prduce a derived (and small)
More informationconvection coefficient. The different property values of water at 20 C are given by: u W/m K, h=8062 W/m K
Practice rblems fr Cnvective Heat Transfer 1. Water at 0 C flws ver a flat late 1m 1m at 10 C with a free stream velcity f 4 m/s. Determine the thickness f bndary layers, lcal and average vale f drag cefficient
More informationDispersion Ref Feynman Vol-I, Ch-31
Dispersin Ref Feynman Vl-I, Ch-31 n () = 1 + q N q /m 2 2 2 0 i ( b/m) We have learned that the index f refractin is nt just a simple number, but a quantity that varies with the frequency f the light.
More informationLEARNING : At the end of the lesson, students should be able to: OUTCOMES a) state trigonometric ratios of sin,cos, tan, cosec, sec and cot
Mathematics DM 05 Tpic : Trignmetric Functins LECTURE OF 5 TOPIC :.0 TRIGONOMETRIC FUNCTIONS SUBTOPIC :. Trignmetric Ratis and Identities LEARNING : At the end f the lessn, students shuld be able t: OUTCOMES
More informationInternal vs. external validity. External validity. This section is based on Stock and Watson s Chapter 9.
Sectin 7 Mdel Assessment This sectin is based n Stck and Watsn s Chapter 9. Internal vs. external validity Internal validity refers t whether the analysis is valid fr the ppulatin and sample being studied.
More informationApplying Kirchoff s law on the primary circuit. V = - e1 V+ e1 = 0 V.D. e.m.f. From the secondary circuit e2 = v2. K e. Equivalent circuit :
TRANSFORMERS Definitin : Transfrmers can be defined as a static electric machine which cnverts electric energy frm ne ptential t anther at the same frequency. It can als be defined as cnsists f tw electric
More informationEEO 401 Digital Signal Processing Prof. Mark Fowler
EEO 401 Digital Signal Prcessing Prf. Mark Fwler Intrductin Nte Set #1 ading Assignment: Ch. 1 f Prakis & Manlakis 1/13 Mdern systems generally DSP Scenari get a cntinuus-time signal frm a sensr a cnt.-time
More information, which yields. where z1. and z2
The Gaussian r Nrmal PDF, Page 1 The Gaussian r Nrmal Prbability Density Functin Authr: Jhn M Cimbala, Penn State University Latest revisin: 11 September 13 The Gaussian r Nrmal Prbability Density Functin
More informationBASD HIGH SCHOOL FORMAL LAB REPORT
BASD HIGH SCHOOL FORMAL LAB REPORT *WARNING: After an explanatin f what t include in each sectin, there is an example f hw the sectin might lk using a sample experiment Keep in mind, the sample lab used
More information1996 Engineering Systems Design and Analysis Conference, Montpellier, France, July 1-4, 1996, Vol. 7, pp
THE POWER AND LIMIT OF NEURAL NETWORKS T. Y. Lin Department f Mathematics and Cmputer Science San Jse State University San Jse, Califrnia 959-003 tylin@cs.ssu.edu and Bereley Initiative in Sft Cmputing*
More information5 th grade Common Core Standards
5 th grade Cmmn Cre Standards In Grade 5, instructinal time shuld fcus n three critical areas: (1) develping fluency with additin and subtractin f fractins, and develping understanding f the multiplicatin
More informationImage Processing Adam Finkelstein & Tim Weyrich Princeton University
Syllabus I. Image prcessing II. Mdeling Cmputer Animatin III. Rendering Rendering IV. Animatin (Michael Bstck, CS426, Fall99) Image Prcessing Adam Finkelstein & Tim Weyrich Princetn University (Rusty Cleman,
More informationPerformance Bounds for Detect and Avoid Signal Sensing
Perfrmance unds fr Detect and Avid Signal Sensing Sam Reisenfeld Real-ime Infrmatin etwrks, University f echnlgy, Sydney, radway, SW 007, Australia samr@uts.edu.au Abstract Detect and Avid (DAA) is a Cgnitive
More informationCESAR Science Case The differential rotation of the Sun and its Chromosphere. Introduction. Material that is necessary during the laboratory
Teacher s guide CESAR Science Case The differential rtatin f the Sun and its Chrmsphere Material that is necessary during the labratry CESAR Astrnmical wrd list CESAR Bklet CESAR Frmula sheet CESAR Student
More informationEquilibrium of Stress
Equilibrium f Stress Cnsider tw perpendicular planes passing thrugh a pint p. The stress cmpnents acting n these planes are as shwn in ig. 3.4.1a. These stresses are usuall shwn tgether acting n a small
More informationDepartment of Electrical Engineering, University of Waterloo. Introduction
Sectin 4: Sequential Circuits Majr Tpics Types f sequential circuits Flip-flps Analysis f clcked sequential circuits Mre and Mealy machines Design f clcked sequential circuits State transitin design methd
More informationABSOLUTE TECHNIQUE FOR NEUTRON SOURCE CALIBRATION BY RADIATION INDUCED ACTIVITY
ABSOLUTE TECHIQUE FO EUTO SOUCE CALIBATIO BY ADIATIO IDUCED ACTIVITY M.A. El-Klaly adiatin Prtectin Department, uclear esearch Center, Atmic Energy Authrity, Cair,. The neutrn yield frm a adium Beryllium
More informationCurrent/voltage-mode third order quadrature oscillator employing two multiple outputs CCIIs and grounded capacitors
Indian Jurnal f Pure & Applied Physics Vl. 49 July 20 pp. 494-498 Current/vltage-mde third rder quadrature scillatr emplying tw multiple utputs CCIIs and grunded capacitrs Jiun-Wei Hrng Department f Electrnic
More informationMingqing Xing 1 School of Economics and Management, Weifang University, Weifang ,
[Tye text] [Tye text] [Tye text] ISSN : 974-7435 Vlume 1 Issue 1 BiTechnlgy 14 An Indian Jurnal FULL PAPER BTAIJ, 1(1, 14 [6348-6356] The imact f en surce sftware n rrietary sftware firms rfit and scial
More informationCHAPTER 6 WORK AND ENERGY
CHAPTER 6 WORK AND ENERGY CONCEPTUAL QUESTIONS 16. REASONING AND SOLUTION A trapeze artist, starting rm rest, swings dwnward n the bar, lets g at the bttm the swing, and alls reely t the net. An assistant,
More informationANALYTICAL SOLUTIONS TO THE PROBLEM OF EDDY CURRENT PROBES
ANALYTICAL SOLUTIONS TO THE PROBLEM OF EDDY CURRENT PROBES CONSISTING OF LONG PARALLEL CONDUCTORS B. de Halleux, O. Lesage, C. Mertes and A. Ptchelintsev Mechanical Engineering Department Cathlic University
More information( ) kt. Solution. From kinetic theory (visualized in Figure 1Q9-1), 1 2 rms = 2. = 1368 m/s
.9 Kinetic Mlecular Thery Calculate the effective (rms) speeds f the He and Ne atms in the He-Ne gas laser tube at rm temperature (300 K). Slutin T find the rt mean square velcity (v rms ) f He atms at
More informationCairo University Faculty of Engineering. Outline
Outline. Definitins. Parameters 3. Cmressibility f Chesinless Sils (Sand and Gravel) 4. Cmressibility f Chesive Sil 5. The edmeter Test fr Cmressin Measurements 6. Swelling f Clay 7. Cllasibility f Sand
More informationTABLE OF CONTENTS. SUMMARY (ii) ILLUSTRATIONS (iv) 1.0 INI RODUCTION STANDARD TEST METHODS 1
t# : 0^. j TEST REPORT CO SOUND ABSORPTION TESTS ON POLYURETHANE AND LIQUID SOAP FOAMS FOR ANECHOIC ENCLOSURES by G. KRISHNAPPA, G.G. LEVY, AND G.A. MAv MJLAY E.P. Cckshutt, Head Engine Labratry D.C. MacPhail
More informationModeling the Nonlinear Rheological Behavior of Materials with a Hyper-Exponential Type Function
www.ccsenet.rg/mer Mechanical Engineering Research Vl. 1, N. 1; December 011 Mdeling the Nnlinear Rhelgical Behavir f Materials with a Hyper-Expnential Type Functin Marc Delphin Mnsia Département de Physique,
More informationBiplots in Practice MICHAEL GREENACRE. Professor of Statistics at the Pompeu Fabra University. Chapter 13 Offprint
Biplts in Practice MICHAEL GREENACRE Prfessr f Statistics at the Pmpeu Fabra University Chapter 13 Offprint CASE STUDY BIOMEDICINE Cmparing Cancer Types Accrding t Gene Epressin Arrays First published:
More informationinitially lcated away frm the data set never win the cmpetitin, resulting in a nnptimal nal cdebk, [2] [3] [4] and [5]. Khnen's Self Organizing Featur
Cdewrd Distributin fr Frequency Sensitive Cmpetitive Learning with One Dimensinal Input Data Aristides S. Galanpuls and Stanley C. Ahalt Department f Electrical Engineering The Ohi State University Abstract
More informationFree Vibrations of Catenary Risers with Internal Fluid
Prceeding Series f the Brazilian Sciety f Applied and Cmputatinal Mathematics, Vl. 4, N. 1, 216. Trabalh apresentad n DINCON, Natal - RN, 215. Prceeding Series f the Brazilian Sciety f Cmputatinal and
More informationProceedings of the 2006 IASME/WSEAS International Conference on Continuum Mechanics, Chalkida, Greece, May 11-13, 2006 (pp )
The Effect f Gemetric Imerfectins n the Amlitude and the Phase Angle f the Nn-Linear Dynamic Behavir f Thin Rectangular Plates Parametrically Excited MIHAI BUGARU TUDOR CHERECHEŞ ADRIAN ROTARIU SORIN GHEORGHIAN
More informationA - LEVEL MATHEMATICS 2018/2019
A - LEVEL MATHEMATICS 2018/2019 STRUCTURE OF THE COURSE Yur maths A-Level Maths curse cvers Pure Mathematics, Mechanics and Statistics. Yu will be eamined at the end f the tw-year curse. The assessment
More informationthe results to larger systems due to prop'erties of the projection algorithm. First, the number of hidden nodes must
M.E. Aggune, M.J. Dambrg, M.A. El-Sharkawi, R.J. Marks II and L.E. Atlas, "Dynamic and static security assessment f pwer systems using artificial neural netwrks", Prceedings f the NSF Wrkshp n Applicatins
More informationANSWER KEY FOR MATH 10 SAMPLE EXAMINATION. Instructions: If asked to label the axes please use real world (contextual) labels
ANSWER KEY FOR MATH 10 SAMPLE EXAMINATION Instructins: If asked t label the axes please use real wrld (cntextual) labels Multiple Chice Answers: 0 questins x 1.5 = 30 Pints ttal Questin Answer Number 1
More informationTransactions on Engineering Sciences vol 19, 1998 WIT Press, ISSN
Transactins n Engineering Sciences vl 19, 1998 WIT Press, www.witpress.cm, ISSN 1743-3533 Fatigue life and cyclic elastic-plastic strain behaviur ahead f ntch f ntched specimen under cyclic plane bending
More informationCOASTAL ENGINEERING Chapter 2
CASTAL ENGINEERING Chapter 2 GENERALIZED WAVE DIFFRACTIN DIAGRAMS J. W. Jhnsn Assciate Prfessr f Mechanical Engineering University f Califrnia Berkeley, Califrnia INTRDUCTIN Wave diffractin is the phenmenn
More informationTHE PARTITION OF ENERGY INTO WAVES AND CURRENTS
THE PARTITION OF ENERGY INTO WAVES AND CURRENTS W. Perrie, C. Tang, Y. Hu and B.M. DeTracy Fisheries & Oceans Canada, Bedfrd Institute f Oceangraphy, Dartmuth, Nva Sctia, Canada 1. INTRODUCTION Ocean mdels
More informationCHAPTER 2 Algebraic Expressions and Fundamental Operations
CHAPTER Algebraic Expressins and Fundamental Operatins OBJECTIVES: 1. Algebraic Expressins. Terms. Degree. Gruping 5. Additin 6. Subtractin 7. Multiplicatin 8. Divisin Algebraic Expressin An algebraic
More informationFebruary 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA
February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA Mental Experiment regarding 1D randm walk Cnsider a cntainer f gas in thermal
More informationKey words Shock waves. Dusty gas. Solid particles. Shock jump relations. Mach number
Shck jum relatins fr a dusty gas atmshere Shck jum relatins fr a dusty gas atmshere R. K. Anand Deartment f Physics, University f Allahabad, Allahabad-00, India E-mail: anand.rajkumar@rediffmail.cm Abstract
More informationDrought damaged area
ESTIMATE OF THE AMOUNT OF GRAVEL CO~TENT IN THE SOIL BY A I R B O'RN EMS S D A T A Y. GOMI, H. YAMAMOTO, AND S. SATO ASIA AIR SURVEY CO., l d. KANAGAWA,JAPAN S.ISHIGURO HOKKAIDO TOKACHI UBPREFECTRAl OffICE
More informationRigid Body Dynamics (continued)
Last time: Rigid dy Dynamics (cntinued) Discussin f pint mass, rigid bdy as useful abstractins f reality Many-particle apprach t rigid bdy mdeling: Newtn s Secnd Law, Euler s Law Cntinuus bdy apprach t
More informationThe Sputtering Problem James A Glackin, James V. Matheson
The Sputtering Prblem James A Glackin, James V. Mathesn I prpse t cnsider first the varius elements f the subject, next its varius parts r sectins, and finally the whle in its internal structure. In ther
More informationCS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007
CS 477/677 Analysis f Algrithms Fall 2007 Dr. Gerge Bebis Curse Prject Due Date: 11/29/2007 Part1: Cmparisn f Srting Algrithms (70% f the prject grade) The bjective f the first part f the assignment is
More information