Miniaturized Spectrometers Chapter 1. 1 Miniaturized Spectrometers. 1.1 General Set-up

Size: px
Start display at page:

Download "Miniaturized Spectrometers Chapter 1. 1 Miniaturized Spectrometers. 1.1 General Set-up"

Transcription

1 Miniaturized Spectroeters Chapter 1 1 Miniaturized Spectroeters 1.1 General Set-up The classical spectroeter consists of an input slit, a rotating dispersive eleent (pris or grating), an output slit and a single detector. This arrangeent allows the separation of polychroatic radiation into its spectral coponents. The ain advantages are the high sensitivity and the low stray light. Several drawbacks, such as the non-parallel easureent, the oveable eleents and the space consuing diensions, were overcoe by the developent of array spectroeters. This kind of spectroeter uses a detector array instead of a single detector and therefore only needs fixed coponents. Meanwhile, they are widely used in PC coupled, stand-alone as well as hand held devices and begin to find their applications even in the online process easureent Gratings Most tie gratings are used as the dispersive eleent in array spectroeters. They have the advantages of higher dispersion and lower production costs than priss. The basic grating equation is as follows: λ sin Θ = sin Θi + (1) d with θ i and θ - angles of the incident as well as the diffracted wave directions to the noral of the grating surface, λ - wavelength, d - grating period and - order of diffraction (integer value, = 0, ±1, ±2,...). This equation is valid for reflexion gratings, whose grooves are perpendicular to the plane of incidence. Gratings in spectroeters are ore often than not used in reflectance ode. The equation shows, that for 0 the radiation of different wavelengths will be separated angularly. This effect is called dispersion. Furtherore, each wavelength is diffracted into different discrete angles according to the order, causing an abiguity. Spectroeters usually use the dispersed light of one order. Influences of other orders and the non-dispersive zeroth order have to be suppressed. Fig. 1 shows the angular separation for onochroatic and polychroatic radiation, caused by a grating. Fig. 1 Angular separation of ono and polychroatic radiation

2 Chapter 1 Miniaturized Spectroeters It deonstrates the overlap between the different orders - the diffraction angle for = 1 in the red region coincidences with the corresponding angle of half of the wavelength for = 2. The free spectral range (range without overlap) becoes saller for higher diffraction orders. As entioned above, the order of diffraction can have negative or positive values. The coon convention, also used here, calls the order positive, if the angle of diffraction exceeds the angle of incidence and lies on the opposite side of the grating noral. The grating equation deterines the angles of diffraction, but gives no inforation about the intensity distribution into the different orders. The fraction of light intensity diffracted in one order, related to the entire incident intensity is called diffraction efficiency of this order. Syetric profiles as the sinusoidal shape of the gratings in fig. 1 are not very effective. The efficiency can be tuned by varying the shape and depths of the grooves. An increased efficiency is obtained by a saw tooth profile. The angle of the swots has to satisfy the condition of the regular reflexion law to reflect the incident bea into the angle of the chosen diffraction order. This is called blazing and the condition can be et exactly for one wavelength only, the blaze wavelength. It is practical to shift this wavelength in the region, where the other coponents of the syste have low effectivity, e.g. the light source or the detector, to achieve a hoogenisation of the syste s perforance. The change of diffraction angle corresponding to a sall change in wavelength is called angular dispersion of a grating. The following equation is obtained by differentiating the grating equation to the wavelength with fixed angle of incidence: dθ dλ = d cosθ (2) The linear dispersion dl/dλ is the product of the exit focal length f of the spectroeter and its angular dispersion: dl = dλ f dθ dλ = f d cos Θ (3) It defines the extend of the spectru on the detector array Spectroeter Set-up Array spectroeters consist of an input slit, a grating, possibly other optical iaging eleents, a line detector and a stable housing. Several standard optical arrangeents are used for spectroeters. The basic deand for the design is to use colliated light for the dispersion - this iproves the easureent accuracy. One can distinguish between plane grating set-ups and concave grating spectroeters. The latter type cobines diffraction and iaging in one eleent. If plane gratings are applied, it is necessary to use additional optical eleents for bea shaping, preferably spherical or aspherical irrors for ray colliation and focusing. 2 Basics of Spectral Measureent JETI Technische Instruente GbH 2005

3 Miniaturized Spectroeters Chapter 1 The following figures show exaples for both types of set-up (so-called ounts). Fig. 2 Schees of Czerny-Turner and flat field concave grating spectrograph The advantage besides the lack of oving parts is the quasi-parallel easureent of the whole spectru, which reduces the easuring tie. Further advantages are the robustness and the sall diensions. The flat field arrangeent is further advantageous because of fewer optical eleents, which have to be adjusted. This type of grating offers a plane focal line, which can be detected by the plane detector array without rearkable focusing errors. Nevertheless, plane grating spectroeters as the Czerny-Turner show iproved optical properties because of better copensation possibilities of iaging errors. Usually, the ost efficient diffraction order of the grating is detected by the array; the detection of other orders is avoided by design or suppressed by several eans (filters, ray traps). One has to say, that array spectroeters show soe disadvantages, too: The integral illuination over the full wavelength range increases the stray light, copared with onochroatic set-ups. Furtherore, the sensitivity is lower than of a onochroator, which can even be fitted out with a photo ultiplier. The precision and resolution is norally less than that of laboratory instruents with a turnable dispersive eleent. The first array spectroeters included original gratings, anufactured by holography (interference of a splitted laser bea) or echanical ruling. Holographic gratings show less stray light because of their better surface quality than those of echanically proceeded ones. Furtherore, it is possible to produce holographic gratings with reduced iaging errors by a special design of the exposure arrangeent. Such aster gratings are replicated into epoxy layers (with an aluiniu reflexion layer and a protection coating) to reduce the costs of the spectroeter. A further price reduction is obtained with a replication of the aster gratings by injection oulding into a plastics aterial, e.g. PMMA. This technique is useable for less deanding applications because of a deterioration of the optical properties.

4 Chapter 1 Miniaturized Spectroeters The radiation inside the spectroeter coonly propagates in free space (air or glass). The Zeiss spectroeter MMS is an exaple for this design. Fig. 3 Free space spectroeter MMS UV (Carl Zeiss Jena) Another kind of spectroeter is based on the propagation in a slab wave guide (the LIGA spectroeter). The solution offers the possibility of an extree iniaturization. This spectroeter, anufactured by Boehringer Ingelhei icroparts GbH (Gerany), is shown in the following figure. Fig. 4 Waveguide VIS spectroeter (Boehringer Ingelhei icroparts Dortund) Modern array spectroeters are often fitted out with a fiber optic input for a ore convenient adaption to the easuring situation. There are used single/ ultiode fibers with or without an additional slit or fiber bundles designed as cross section transforer fro cylindrical to rectangular (slit) shape. The detectors used in UV/VIS spectroeters are silicon-based CCD or photodiode arrays. CCD arrays show a higher sensitivity, but diode arrays offer a uch better dynaics. The proper selection of the detector array for a special application can iprove the perforance of the whole syste or can just ake it possible. Further inforation about the ode of operation and the application oriented selection of detector arrays can be obtained fro chapter 2 of these basics (Line Arrays for Miniaturized Spectroeters). 4 Basics of Spectral Measureent JETI Technische Instruente GbH 2005

5 Miniaturized Spectroeters Chapter Spectroeter Paraeters Wavelength Range Array spectroeters are available for wavelengths fro the UV (200 n) and VIS to IR (...3 µ). Wavelength ranges of coercial array spectroeters are indicated in the following figure: Fig. 5 Schee of partial electroagnetic spectru and of wavelength ranges of coercial spectroeters The size of the spectroeter is deterined by the wavelength range in connection with the desired optical resolution (see below), deanding in a certain focal length. JETI s series of specbos instruents currently covers the range of n, specbos 1001 UV n and the JETI spectraval series easures between 350 and 850 n Resolution Several definitions are used for the resolution of a spectroeter. One has to distinguish clearly between the optical or spectral and the digital or pixel resolution. The optical resolution λ is defined by the wavelength difference of two peaks close together in one spectru and of sae intensity, which can be separated. The dip between the peaks has to reach a iniu of at least 19 %, related to the axiu intensity. This definition is called the Rayleigh criterion. Fig. 6 Definition of the optical resolution (Rayleigh and FWHM)

6 Chapter 1 Miniaturized Spectroeters Another ore practical definition is related to the easured width of a narrow spectral line. Its easured bandwidth λ FWHM (FWHM full with at half axiu) gives inforation about the broadening of the line. This bandwith aounts to about 4/5 of the resolution according to the Rayleigh criterion. The optical resolution is deterined by the width of the input slit, the focal length of the optical syste and the dispersion of the grating. λ FWHM is inversely proportional to the linear dispersion dl/dλ and directly proportional to the output slit width w : d λ = w' λ (4) dl This equation can easily be used for the estiation of a spectroeter resolution, especially with 1:1 iaging, where the width of the input slit equals to the width of the output slit (w = w ). The saller the slit width, the higher is the resolution. However, reduced slit width reduces the optical energy, entering the spectroeter, too. This can cause sensitivity probles for a spectroetric syste. Coon resolution values of iniaturized VIS spectroeters lie in the region of n, values even below 1 n are possible. The core diaeter of the input fiber influences the optical resolution, if it acts as the input slit. A separate paraeter is the pixel or digital resolution. This is the spectral bandwidth, which is detected by one pixel of the array and is deterined by the width of the pixel and the dispersion of the spectru. Coon values are n/pixel. JETI spectroeters are available with 0.6 to 4 n/pixel. The digital resolution is related to the spectral resolution via the iaging properties of the spectroeter. The ratio of digital to spectral resolution should be 3 to detect precisely a peak in the spectru (rule of thub) Stray Light Stray light is radiation of false wavelengths, which strikes a pixel of the detector array. It is caused by iperfections of the grating, dust, reflexion of non-used orders at the spectroeter housing or errors of the other optical eleents. This paraeter influences the precision of a spectroscopic easuring syste in a crucial way. It gets easured by a broadband illuination of the input slit through a color filter with long pass characteristics. The Schott glass GG 495 is a filter coonly used therefore. The stray light S is the ratio of the transission in the blocked wavelength region below the filter edge e.g. at 420n (τ(420 n)) to the transission in the non-blocked region e.g. at 600n (τ(600 n)). τ (420n) S[%] = 100% (5) τ (600n) It shows the influence of the light of longer wavelengths, passing the filter, on the unwanted intensity in the blocked region. A easured spectru is shown in the following figure. 6 Basics of Spectral Measureent JETI Technische Instruente GbH 2005

7 Miniaturized Spectroeters Chapter 1 Fig. 7 Measureent of stray light In case of a low stray light level (as in fig. 7) an additional neutral density filter is used for the easureent in the non-blocked region, which will be reoved for the easureent in the blocked region. τ (420n) τ ( NDfilter) SL[%] = 100% (6) τ (600n) A standard easureent ethod is described in the ASTM standard test ethod E 387 (available fro Detailed inforation about odifications of the easureent procedure and their influence on the result can be obtained fro the Agilent technical note "Measuring the stray light perforance of UV-visible spectrophotoeters" (available at: Search. asp). Another often applied stray light easuring ethod uses a onochroatic light source (e.g. a HeNe laser). The intensities at the laser wavelength and at another wavelength, several 10 n away fro the laser wavelength are easured. The ratio of the latter to the forer is a easure for the stray light of the syste. This easuring ethod provides uch better values, but is ore distant to the ain practical applications, where a broadband illuination is used. Therefore, the ethod, described first, is recoended. The stray light causes a non-linearity of the signal at lower power levels and thus liits the easuring range of the syste. For exaple: the signal in the blue region of a VIS spectroeter depends on the incident intensity in the other regions of the spectru. This effect cannot be copensated precisely by atheatical calculations in the software. Every specification of stray light has to be given in connection with the used easuring conditions. One has to keep in ind, that the higher the bandwidth of the light entering the spectroeter, the higher the easured stray light ratio. The value, easured with a long pass filter with an edge in the red region of the spectru is not coparable with a value, easured with a yellow edge filter (see the following figure).

8 Chapter 1 Miniaturized Spectroeters GG495 RG2 Fig. 8 Stray light easureents with GG 495 and RG 2 The stray light of array spectroeters is ainly higher than of onochroators due to the lack of an output slit ADC Resolution The analog intensity distribution of the optical spectru on the detector array has to be converted pixelwise to a digital signal by an analog digital converter (ADC). Coon electronic resolutions are bit ( counts full scale). These nubers are finally reduced by the dark spectru of the line array and the driving of the converter. The ADC resolution should be in a suitable ratio to the stray light of the spectroeter and to the dynaics of the detector array. The dynaics D of the entire syste is deterined by the ADC resolution R ADC, divided by the noise signal Φ. R D = ADC (7) Φ A 12 bit spectroeter with a noise signal of 4 counts offers a dynaics of about Integration Tie The light intensity coupled into a spectroeter and illuinating a pixel, results in a proportional signal fro the AD converter. The exposure tie of the light to the pixel is called integration tie and is a ain paraeter to adjust the ADC signal. A level between 2/3 and full scale is suited for best easuring results, using the full dynaics of the syste. Off scale peaks or regions in the spectru have to be avoided. Coon values for the integration tie of array spectroeters are s. Several instruents, as the JETI spectroradioeter, specbos 1201, spectraval CAM and spectraval VIS, are equipped with an autoatic integration tie adaption. 8 Basics of Spectral Measureent JETI Technische Instruente GbH 2005

9 Miniaturized Spectroeters Chapter Spectral sensitivity The sensitivity of a spectroscopic syste E(λ) is another iportant issue in any applications, especially in fluorescence detection, and is a ain criterion for the choice of a spectroeter. It is easured in counts/ Ws and eans the ADC signal r [counts] divided by the optical energy P (λ) t int [Ws], entering the spectroeter optical input. r E( λ ) = (8) P( λ) t int The spectral sensitivity has to be specified for a given wavelength ainly because of the spectral dependencies of the grating efficiency and the detector sensitivity. The easureent can be done with bandpass filtered white light illuination or a onochroator, fro which the radiant flux P (λ) is known. Of course, sensitivity data have to be related to the ADC resolution of the read out electronics. The ain uncertainity in sensitivity easureents is caused by the easuring error of P (λ), coupled into the spectroeter. The spectral sensitivity can be adapted in certain liits to the application by a proper selection of the spectroeter s detector array (see chapter 2 "Line Arrays for Miniaturized Spectroeters") Wavelength and Intensity Calibration The AD converter delivers the spectral signal in counts for each pixel of the line array. The pixels are nubered and these nubers have to be transfored into the corresponding wavelength. This can be done by a ultiorder polyno as follows: 2 3 λ( n) = k + k n + k n + k n + K+ k i n i (9) where n is the pixel nuber, k 0 [n] the wavelength of the first pixel, k 1 [n/pixel] the pixel resolution and k 2, k 3,.., k i are the higher order coefficients. This approxiation with a polyno gives a wavelength precision, which has to be taken into consideration in the application. The choice for the order of the polyno depends on the non-linear behaviour of the spectroeter. The linear approxiation is sufficient for a LIGA Spectroeter, whereas a higher order polyno is necessary for the Zeiss MMS. The calibration can be done by relating the peaks of a suited spectral lap (e.g. Hg in the VIS range) to the corresponding pixel and subsequent calculation of the k-paraeters by regression (e.g. in Excel). JETI offers a special fit progra for this purpose. This progra can be used to easure the spectra, indicate the peaks, calculate the k-paraeters and check the result. A spline fit is used to get a subpixel precision. A easy way to check the calibration of a spectroeter for soebody who has no special spectral lap is to use a coon fluorescent lap (F11, possibly on top of the lab), which has a spectru as shown in the following diagra. The intense peaks of 546 and 614 n can be used for a roughly test of the calibration.

10 Chapter 1 Miniaturized Spectroeters Fig. 9 Typical spectru of a F11 (TL 84) lap Soething else, soeties ixed with the wavelength calibration, is the calibration of the intensity axis. A non-calibrated spectroeter as the JETI specbos 1001 has an intensity axis (y- axis) in counts or percent. Therefore, only relative easureents of light sources, e.g. the spectral distribution of LED, are possible. One has to keep in ind, that the obtained spectru is weighted with the instruent function (grating efficiency, transittance, detector sensitivity). Spectroeters with calibrated intensity axis are called spectroradioeters (see chapter 3.4). 10 Basics of Spectral Measureent JETI Technische Instruente GbH 2005

TALLINN UNIVERSITY OF TECHNOLOGY, INSTITUTE OF PHYSICS 17. FRESNEL DIFFRACTION ON A ROUND APERTURE

TALLINN UNIVERSITY OF TECHNOLOGY, INSTITUTE OF PHYSICS 17. FRESNEL DIFFRACTION ON A ROUND APERTURE 7. FRESNEL DIFFRACTION ON A ROUND APERTURE. Objective Exaining diffraction pattern on a round aperture, deterining wavelength of light source.. Equipent needed Optical workbench, light source, color filters,

More information

Diffraction Review. Two-slit and one-slit patterns. Double-slit diffraction. Single-slit Intensity. Scaling of diffraction patterns

Diffraction Review. Two-slit and one-slit patterns. Double-slit diffraction. Single-slit Intensity. Scaling of diffraction patterns Diffraction Review Today Single-slit diffraction review Multiple slit diffraction review Diffraction intensities Diffraction grating and spectroscopy Suary of single-slit diffraction Given light of wavelength

More information

Chapter 17: Wave Optics Solutions

Chapter 17: Wave Optics Solutions Chapter 17: Wave Optics Solutions Questions: 3, 7, 11, 15 Exercises & Probles: 4, 7, 8, 10, 1, 4, 44, 55 Q17.3: The wavelength of a light wave is 700 n in air; this light appears red. If this wave enters

More information

The optimization design of microphone array layout for wideband noise sources

The optimization design of microphone array layout for wideband noise sources PROCEEDINGS of the 22 nd International Congress on Acoustics Acoustic Array Systes: Paper ICA2016-903 The optiization design of icrophone array layout for wideband noise sources Pengxiao Teng (a), Jun

More information

Experiment 8 Wave Optics

Experiment 8 Wave Optics Physics 263 Experiment 8 Wave Optics In this laboratory, we will perform two experiments on wave optics. 1 Double Slit Interference In two-slit interference, light falls on an opaque screen with two closely

More information

Spectrographs. C. A. Griffith, Class Notes, PTYS 521, 2016 Not for distribution.

Spectrographs. C. A. Griffith, Class Notes, PTYS 521, 2016 Not for distribution. Spectrographs C A Griffith, Class Notes, PTYS 521, 2016 Not for distribution 1 Spectrographs and their characteristics A spectrograph is an instrument that disperses light into a frequency spectrum, which

More information

Spectrometers: Monochromators / Slits

Spectrometers: Monochromators / Slits Spectrometers: Monochromators / Slits Monochromator Characteristics Dispersion: The separation, or wavelength selectivity, of a monochromator is dependent on its dispersion. Angular Dispersion: The change

More information

DKD-R 4-2 Calibration of Devices and Standards for Roughness Metrology Sheet 2: Calibration of the vertical measuring system of stylus instruments

DKD-R 4-2 Calibration of Devices and Standards for Roughness Metrology Sheet 2: Calibration of the vertical measuring system of stylus instruments DKD-R 4- Calibration of Devices and Standards for Roughness Metrology Sheet : Calibration of the vertical easuring syste of stylus instruents DKD-R 4- Sheet.7 DKD-R 4- Calibration of Devices and Standards

More information

Section 10.3: The Diffraction Grating Tutorial 1 Practice, page 523

Section 10.3: The Diffraction Grating Tutorial 1 Practice, page 523 Section 0.: The Diffraction Grating Tutorial Practice, page 52. Slit separation and nuber of lines are related by the equation. As increases, decreases. The diffraction grating ith 0 000 lines/c has ore

More information

(Geometric) Camera Calibration

(Geometric) Camera Calibration (Geoetric) Caera Calibration CS635 Spring 217 Daniel G. Aliaga Departent of Coputer Science Purdue University Caera Calibration Caeras and CCDs Aberrations Perspective Projection Calibration Caeras First

More information

Medical Biophysics 302E/335G/ st1-07 page 1

Medical Biophysics 302E/335G/ st1-07 page 1 Medical Biophysics 302E/335G/500 20070109 st1-07 page 1 STEREOLOGICAL METHODS - CONCEPTS Upon copletion of this lesson, the student should be able to: -define the ter stereology -distinguish between quantitative

More information

Operation principles of the curvature gauge

Operation principles of the curvature gauge Operation principles of the curvature gauge Y.Z. HE AND A. DJODJEVICH Departent of Manufacturing Engineering and Engineering Manageent City University of Hong Kong Tat Chee Avenue, Kowloon HONG KONG (CHINA)

More information

Control of Light. Emmett Ientilucci Digital Imaging and Remote Sensing Laboratory Chester F. Carlson Center for Imaging Science 8 May 2007

Control of Light. Emmett Ientilucci Digital Imaging and Remote Sensing Laboratory Chester F. Carlson Center for Imaging Science 8 May 2007 Control of Light Emmett Ientilucci Digital Imaging and Remote Sensing Laboratory Chester F. Carlson Center for Imaging Science 8 May 007 Spectro-radiometry Spectral Considerations Chromatic dispersion

More information

COLOR HISTOGRAM AND DISCRETE COSINE TRANSFORM FOR COLOR IMAGE RETRIEVAL

COLOR HISTOGRAM AND DISCRETE COSINE TRANSFORM FOR COLOR IMAGE RETRIEVAL COLOR HISTOGRAM AND DISCRETE COSINE TRANSFORM FOR COLOR IMAGE RETRIEVAL 1 Te-Wei Chiang ( 蔣德威 ), 2 Tienwei Tsai ( 蔡殿偉 ), 3 Jeng-Ping Lin ( 林正平 ) 1 Dept. of Accounting Inforation Systes, Chilee Institute

More information

COMPUTER GENERATED HOLOGRAMS Optical Sciences 627 W.J. Dallas (Monday, August 23, 2004, 12:38 PM) PART III: CHAPTER ONE DIFFUSERS FOR CGH S

COMPUTER GENERATED HOLOGRAMS Optical Sciences 627 W.J. Dallas (Monday, August 23, 2004, 12:38 PM) PART III: CHAPTER ONE DIFFUSERS FOR CGH S COPUTER GEERATED HOLOGRAS Optical Sciences 67 W.J. Dallas (onday, August 3, 004, 1:38 P) PART III: CHAPTER OE DIFFUSERS FOR CGH S Part III: Chapter One Page 1 of 8 Introduction Hologras for display purposes

More information

Chapter 36. Diffraction. Copyright 2014 John Wiley & Sons, Inc. All rights reserved.

Chapter 36. Diffraction. Copyright 2014 John Wiley & Sons, Inc. All rights reserved. Chapter 36 Diffraction Copyright 36-1 Single-Slit Diffraction Learning Objectives 36.01 Describe the diffraction of light waves by a narrow opening and an edge, and also describe the resulting interference

More information

Real Time Displacement Measurement of an image in a 2D Plane

Real Time Displacement Measurement of an image in a 2D Plane International Journal of Scientific Research Engineering & Technology (IJSRET), ISSN 2278 0882 Volue 5, Issue 3, March 2016 176 Real Tie Displaceent Measureent of an iage in a 2D Plane Abstract Prashant

More information

Flucs: Artificial Lighting & Daylighting. IES Virtual Environment

Flucs: Artificial Lighting & Daylighting. IES Virtual Environment Flucs: Artificial Lighting & Daylighting IES Virtual Environent Contents 1. General Description of the FLUCS Interface... 6 1.1. Coon Controls... 6 1.2. Main Application Window... 6 1.3. Other Windows...

More information

Different criteria of dynamic routing

Different criteria of dynamic routing Procedia Coputer Science Volue 66, 2015, Pages 166 173 YSC 2015. 4th International Young Scientists Conference on Coputational Science Different criteria of dynaic routing Kurochkin 1*, Grinberg 1 1 Kharkevich

More information

Lecture 4 Recap of PHYS110-1 lecture Physical Optics - 4 lectures EM spectrum and colour Light sources Interference and diffraction Polarization

Lecture 4 Recap of PHYS110-1 lecture Physical Optics - 4 lectures EM spectrum and colour Light sources Interference and diffraction Polarization Lecture 4 Recap of PHYS110-1 lecture Physical Optics - 4 lectures EM spectrum and colour Light sources Interference and diffraction Polarization Lens Aberrations - 3 lectures Spherical aberrations Coma,

More information

Polarization and polarimetry. What is polarization?

Polarization and polarimetry. What is polarization? Reote ensing ystes () Polarization and polarietry Questions to be answered: What is polarized light? What causes easurable polarization? What paraeters describe polarized light? How can interactions (reflections,

More information

Energy-Efficient Disk Replacement and File Placement Techniques for Mobile Systems with Hard Disks

Energy-Efficient Disk Replacement and File Placement Techniques for Mobile Systems with Hard Disks Energy-Efficient Disk Replaceent and File Placeent Techniques for Mobile Systes with Hard Disks Young-Jin Ki School of Coputer Science & Engineering Seoul National University Seoul 151-742, KOREA youngjk@davinci.snu.ac.kr

More information

Chemistry Instrumental Analysis Lecture 6. Chem 4631

Chemistry Instrumental Analysis Lecture 6. Chem 4631 Chemistry 4631 Instrumental Analysis Lecture 6 UV to IR Components of Optical Basic components of spectroscopic instruments: stable source of radiant energy transparent container to hold sample device

More information

specular diffuse reflection.

specular diffuse reflection. Lesson 8 Light and Optics The Nature of Light Properties of Light: Reflection Refraction Interference Diffraction Polarization Dispersion and Prisms Total Internal Reflection Huygens s Principle The Nature

More information

Review Session 1. Dr. Flera Rizatdinova

Review Session 1. Dr. Flera Rizatdinova Review Session 1 Dr. Flera Rizatdinova Summary of Chapter 23 Index of refraction: Angle of reflection equals angle of incidence Plane mirror: image is virtual, upright, and the same size as the object

More information

NEW APPROACHES FOR REAL TIME TRAFFIC DATA ACQUISITION WITH AIRBORNE SYSTEMS

NEW APPROACHES FOR REAL TIME TRAFFIC DATA ACQUISITION WITH AIRBORNE SYSTEMS NEW APPROACHES FOR REAL TIME TRAFFIC DATA ACQUISITION WITH AIRBORNE SYSTEMS I. Ernst a *, M. Hetscher a, K. Thiessenhusen a, M. Ruhé a, A. Börner b, S. Zuev a a DLR, Institute of Transportation Research,

More information

Effects of Desingularization and Collocation-Point Shift on Steady Waves with Forward Speed

Effects of Desingularization and Collocation-Point Shift on Steady Waves with Forward Speed Effects of Desingularization and Collocation-Point Shift on Steady Waves with Forward Speed Yonghwan Ki* & Dick K.P. Yue** Massachusetts Institute of Technology, Departent of Ocean Engineering, Cabridge,

More information

L Destructive interference:

L Destructive interference: SPH3UW/SPH4UI Unit 9.3 Interference of Light in Two Diensions Page 1 of 11 Notes Physics Tool box A pair of ientical point sources operating in phase prouces a syetrical pattern of constructive an estructive

More information

AP* Optics Free Response Questions

AP* Optics Free Response Questions AP* Optics Free Response Questions 1978 Q5 MIRRORS An object 6 centimeters high is placed 30 centimeters from a concave mirror of focal length 10 centimeters as shown above. (a) On the diagram above, locate

More information

Simple Spectrograph. grating. slit. camera lens. collimator. primary

Simple Spectrograph. grating. slit. camera lens. collimator. primary Simple Spectrograph slit grating camera lens collimator primary Notes: 1) For ease of sketching, this shows a transmissive system (refracting telescope, transmission grating). Most telescopes use a reflecting

More information

Polarization and polarimetry

Polarization and polarimetry Reote ensing ystes () Joseph A. haw Montana tate University Polarization and polarietry Questions to be answered: What is polarized light? What causes easurable polarization? What paraeters describe polarized

More information

A New Generic Model for Vision Based Tracking in Robotics Systems

A New Generic Model for Vision Based Tracking in Robotics Systems A New Generic Model for Vision Based Tracking in Robotics Systes Yanfei Liu, Ada Hoover, Ian Walker, Ben Judy, Mathew Joseph and Charly Heranson lectrical and Coputer ngineering Departent Cleson University

More information

Diffraction. Single-slit diffraction. Diffraction by a circular aperture. Chapter 38. In the forward direction, the intensity is maximal.

Diffraction. Single-slit diffraction. Diffraction by a circular aperture. Chapter 38. In the forward direction, the intensity is maximal. Diffraction Chapter 38 Huygens construction may be used to find the wave observed on the downstream side of an aperture of any shape. Diffraction The interference pattern encodes the shape as a Fourier

More information

ANALYSIS AND RECOVERY OF SYSTEMATIC ERRORS IN AIRBORNE LASER SYSTEM

ANALYSIS AND RECOVERY OF SYSTEMATIC ERRORS IN AIRBORNE LASER SYSTEM ANALYSIS AND RECOVERY OF SYSTEMATIC ERRORS IN AIRBORNE LASER SYSTEM Zhihe Wang*, Rong Shu,Weiing Xu, Hongyi Pu, Bo Yao Shanghai Institute of Technical Physics, CAS, 500 Yutian Road, Shanghai 200083, P.

More information

An Integrated Processing Method for Multiple Large-scale Point-Clouds Captured from Different Viewpoints

An Integrated Processing Method for Multiple Large-scale Point-Clouds Captured from Different Viewpoints 519 An Integrated Processing Method for Multiple Large-scale Point-Clouds Captured fro Different Viewpoints Yousuke Kawauchi 1, Shin Usuki, Kenjiro T. Miura 3, Hiroshi Masuda 4 and Ichiro Tanaka 5 1 Shizuoka

More information

2nd Workshop on Advanced Research and Technology in Industry Applications (WARTIA 2016)

2nd Workshop on Advanced Research and Technology in Industry Applications (WARTIA 2016) 2nd Workshop on Advanced Research and Technology in Industry Applications (WARTIA 2016) Method for Marking and Positioning Corrosions in the Autoobile Engine Cylinder Cavity fro the Ultrasonic Phased Array

More information

Introduction to Diffraction Gratings

Introduction to Diffraction Gratings Introduction to Diffraction Diffraction (Ruled and Holographic) Diffraction gratings can be divided into two basic categories: holographic and ruled. A ruled grating is produced by physically forming grooves

More information

Michelson Interferometer

Michelson Interferometer Michelson Interferometer The Michelson interferometer uses the interference of two reflected waves The third, beamsplitting, mirror is partially reflecting ( half silvered, except it s a thin Aluminum

More information

High spatial resolution measurement of volume holographic gratings

High spatial resolution measurement of volume holographic gratings High spatial resolution measurement of volume holographic gratings Gregory J. Steckman, Frank Havermeyer Ondax, Inc., 8 E. Duarte Rd., Monrovia, CA, USA 9116 ABSTRACT The conventional approach for measuring

More information

Data Acquisition of Obstacle Shapes for Fish Robots

Data Acquisition of Obstacle Shapes for Fish Robots Proceedings of the 2nd WEA International Conference on Dynaical ystes and Control, Bucharest, oania, October -17, 6 Data Acquisition of Obstacle hapes for Fish obots EUNG Y. NA, DAEJUNG HIN, JIN Y. KIM,

More information

Image hiding with an improved genetic algorithm and an optimal pixel adjustment process

Image hiding with an improved genetic algorithm and an optimal pixel adjustment process Eighth International Conference on Intelligent Systes Design and Applications Iage hiding with an iproved genetic algorith and an optial pixel adjustent process Lin-Yu Tseng Yung-Kuan Chan Yu-An Ho Yen-Ping

More information

Set Theoretic Estimation for Problems in Subtractive Color

Set Theoretic Estimation for Problems in Subtractive Color Set Theoretic Estiation for Probles in Subtractive Color Gaurav Shara Digital Iaging Technology Center, Xerox Corporation, MS0128-27E, 800 Phillips Rd, Webster, NY 14580 Received 25 March 1999; accepted

More information

We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists. International authors and editors

We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists. International authors and editors We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists,9 116, 12M Open access books available International authors and editors Downloads Our authors

More information

Understanding and selecting diffraction gratings

Understanding and selecting diffraction gratings Understanding and selecting diffraction gratings Diffraction gratings are used in a variety of applications where light needs to be spectrally split, including engineering, communications, chemistry, physics

More information

Wave Optics. April 11, 2014 Chapter 34 1

Wave Optics. April 11, 2014 Chapter 34 1 Wave Optics April 11, 2014 Chapter 34 1 Announcements! Exam tomorrow! We/Thu: Relativity! Last week: Review of entire course, no exam! Final exam Wednesday, April 30, 8-10 PM Location: WH B115 (Wells Hall)

More information

Quantitative Comparison of Sinc-Approximating Kernels for Medical Image Interpolation

Quantitative Comparison of Sinc-Approximating Kernels for Medical Image Interpolation Quantitative Coparison of Sinc-Approxiating Kernels for Medical Iage Interpolation Erik H. W. Meijering, Wiro J. Niessen, Josien P. W. Plui, Max A. Viergever Iage Sciences Institute, Utrecht University

More information

Computer Aided Drafting, Design and Manufacturing Volume 26, Number 2, June 2016, Page 13

Computer Aided Drafting, Design and Manufacturing Volume 26, Number 2, June 2016, Page 13 Coputer Aided Drafting, Design and Manufacturing Volue 26, uber 2, June 2016, Page 13 CADDM 3D reconstruction of coplex curved objects fro line drawings Sun Yanling, Dong Lijun Institute of Mechanical

More information

Lenses lens equation (for a thin lens) = (η η ) f r 1 r 2

Lenses lens equation (for a thin lens) = (η η ) f r 1 r 2 Lenses lens equation (for a thin lens) 1 1 1 ---- = (η η ) ------ - ------ f r 1 r 2 Where object o f = focal length η = refractive index of lens material η = refractive index of adjacent material r 1

More information

Investigation of The Time-Offset-Based QoS Support with Optical Burst Switching in WDM Networks

Investigation of The Time-Offset-Based QoS Support with Optical Burst Switching in WDM Networks Investigation of The Tie-Offset-Based QoS Support with Optical Burst Switching in WDM Networks Pingyi Fan, Chongxi Feng,Yichao Wang, Ning Ge State Key Laboratory on Microwave and Digital Counications,

More information

Diffraction: Propagation of wave based on Huygens s principle.

Diffraction: Propagation of wave based on Huygens s principle. Diffraction: In addition to interference, waves also exhibit another property diffraction, which is the bending of waves as they pass by some objects or through an aperture. The phenomenon of diffraction

More information

NON-RIGID OBJECT TRACKING: A PREDICTIVE VECTORIAL MODEL APPROACH

NON-RIGID OBJECT TRACKING: A PREDICTIVE VECTORIAL MODEL APPROACH NON-RIGID OBJECT TRACKING: A PREDICTIVE VECTORIAL MODEL APPROACH V. Atienza; J.M. Valiente and G. Andreu Departaento de Ingeniería de Sisteas, Coputadores y Autoática Universidad Politécnica de Valencia.

More information

A Broadband Spectrum Sensing Algorithm in TDCS Based on ICoSaMP Reconstruction

A Broadband Spectrum Sensing Algorithm in TDCS Based on ICoSaMP Reconstruction MATEC Web of Conferences 73, 03073(08) https://doi.org/0.05/atecconf/087303073 SMIMA 08 A roadband Spectru Sensing Algorith in TDCS ased on I Reconstruction Liu Yang, Ren Qinghua, Xu ingzheng and Li Xiazhao

More information

Activity 9.1 The Diffraction Grating

Activity 9.1 The Diffraction Grating PHY385H1F Introductory Optics Practicals Day 9 Diffraction November 29, 2010 Please work in a team of 3 or 4 students. All members should find a way to contribute. Two members have a particular role, and

More information

Physics 214 Midterm Fall 2003 Form A

Physics 214 Midterm Fall 2003 Form A 1. A ray of light is incident at the center of the flat circular surface of a hemispherical glass object as shown in the figure. The refracted ray A. emerges from the glass bent at an angle θ 2 with respect

More information

Chapter 38. Diffraction Patterns and Polarization

Chapter 38. Diffraction Patterns and Polarization Chapter 38 Diffraction Patterns and Polarization Diffraction Light of wavelength comparable to or larger than the width of a slit spreads out in all forward directions upon passing through the slit This

More information

The Horizontal Deformation Analysis of High-rise Buildings

The Horizontal Deformation Analysis of High-rise Buildings Environental Engineering 10th International Conference eissn 2029-7092 / eisbn 978-609-476-044-0 Vilnius Gediinas Technical University Lithuania, 27 28 April 2017 Article ID: enviro.2017.194 http://enviro.vgtu.lt

More information

Modal Masses Estimation in OMA by a Consecutive Mass Change Method.

Modal Masses Estimation in OMA by a Consecutive Mass Change Method. Modal Masses Estiation in OMA by a Consecutive Mass Change Method. F. Pelayo University of Oviedo, Departent of Construction and Manufacturing Engineering, Gijón, Spain M. López-Aenlle University of Oviedo,

More information

Chapter 36 Diffraction

Chapter 36 Diffraction Chapter 36 Diffraction In Chapter 35, we saw how light beams passing through different slits can interfere with each other and how a beam after passing through a single slit flares diffracts in Young's

More information

A novel configuration method of the acoustic random beamforming array for multiple wideband moving sound source localization

A novel configuration method of the acoustic random beamforming array for multiple wideband moving sound source localization INTER-NOISE 6 A novel configuration ethod of the acoustic rando beaforing array for ultiple wideband oving sound source localization Zhihong LIU ; Huichao LI ;Chujie YI 3 Qingdao Technological University,

More information

Physics 1C, Summer 2011 (Session 1) Practice Midterm 2 (50+4 points) Solutions

Physics 1C, Summer 2011 (Session 1) Practice Midterm 2 (50+4 points) Solutions Physics 1C, Summer 2011 (Session 1) Practice Midterm 2 (50+4 points) s Problem 1 (5x2 = 10 points) Label the following statements as True or False, with a one- or two-sentence explanation for why you chose

More information

Clustering. Cluster Analysis of Microarray Data. Microarray Data for Clustering. Data for Clustering

Clustering. Cluster Analysis of Microarray Data. Microarray Data for Clustering. Data for Clustering Clustering Cluster Analysis of Microarray Data 4/3/009 Copyright 009 Dan Nettleton Group obects that are siilar to one another together in a cluster. Separate obects that are dissiilar fro each other into

More information

Physics 1CL WAVE OPTICS: INTERFERENCE AND DIFFRACTION Fall 2009

Physics 1CL WAVE OPTICS: INTERFERENCE AND DIFFRACTION Fall 2009 Introduction An important property of waves is interference. You are familiar with some simple examples of interference of sound waves. This interference effect produces positions having large amplitude

More information

Chapter 25. Wave Optics

Chapter 25. Wave Optics Chapter 25 Wave Optics Interference Light waves interfere with each other much like mechanical waves do All interference associated with light waves arises when the electromagnetic fields that constitute

More information

WAVE OPTICS. Conceptual Questions Because ym

WAVE OPTICS. Conceptual Questions Because ym WAVE OPTICS Conceptual Questions.. The initial light pattern is a ouble-slit interference pattern. It is centere behin the ipoint of the slits. The slight ecrease in intensity going outwar fro the ile

More information

CHAPTER 26 INTERFERENCE AND DIFFRACTION

CHAPTER 26 INTERFERENCE AND DIFFRACTION CHAPTER 26 INTERFERENCE AND DIFFRACTION INTERFERENCE CONSTRUCTIVE DESTRUCTIVE YOUNG S EXPERIMENT THIN FILMS NEWTON S RINGS DIFFRACTION SINGLE SLIT MULTIPLE SLITS RESOLVING POWER 1 IN PHASE 180 0 OUT OF

More information

Image Filter Using with Gaussian Curvature and Total Variation Model

Image Filter Using with Gaussian Curvature and Total Variation Model IJECT Vo l. 7, Is s u e 3, Ju l y - Se p t 016 ISSN : 30-7109 (Online) ISSN : 30-9543 (Print) Iage Using with Gaussian Curvature and Total Variation Model 1 Deepak Kuar Gour, Sanjay Kuar Shara 1, Dept.

More information

Interference. Electric fields from two different sources at a single location add together. The same is true for magnetic fields at a single location.

Interference. Electric fields from two different sources at a single location add together. The same is true for magnetic fields at a single location. Interference Electric fields from two different sources at a single location add together. The same is true for magnetic fields at a single location. Thus, interacting electromagnetic waves also add together.

More information

( ) ( ) ( ) = ( ) Summary

( ) ( ) ( ) = ( ) Summary Where is the center of a ulti-depth arine source arra? Jon-Fredrik Hopperstad*, Robert Laws, and Ed Kragh, Schluberger Cabridge Research Suar In previous work, we discussed how to design a arine source

More information

Astronomical spectrographs. ASTR320 Wednesday February 20, 2019

Astronomical spectrographs. ASTR320 Wednesday February 20, 2019 Astronomical spectrographs ASTR320 Wednesday February 20, 2019 Spectrographs A spectrograph is an instrument used to form a spectrum of an object Much higher spectral resolutions than possible with multiband

More information

College Physics B - PHY2054C

College Physics B - PHY2054C Young College - PHY2054C Wave Optics: 10/29/2014 My Office Hours: Tuesday 10:00 AM - Noon 206 Keen Building Outline Young 1 2 3 Young 4 5 Assume a thin soap film rests on a flat glass surface. Young Young

More information

Optics Vac Work MT 2008

Optics Vac Work MT 2008 Optics Vac Work MT 2008 1. Explain what is meant by the Fraunhofer condition for diffraction. [4] An aperture lies in the plane z = 0 and has amplitude transmission function T(y) independent of x. It is

More information

AP Physics Problems -- Waves and Light

AP Physics Problems -- Waves and Light AP Physics Problems -- Waves and Light 1. 1975-4 (Physical Optics) a. Light of a single wavelength is incident on a single slit of width w. (w is a few wavelengths.) Sketch a graph of the intensity as

More information

refracted and the wavelength of the light shortens. According to the equation! = w"y L

refracted and the wavelength of the light shortens. According to the equation! = wy L Section 0.2: Single-Slit Diffraction Tutorial Practice, page 56. When light travels fro air to a ediu that is denser than air, such as ater, the light is refracted and the avelength of the light shortens.

More information

Galois Homomorphic Fractal Approach for the Recognition of Emotion

Galois Homomorphic Fractal Approach for the Recognition of Emotion Galois Hooorphic Fractal Approach for the Recognition of Eotion T. G. Grace Elizabeth Rani 1, G. Jayalalitha 1 Research Scholar, Bharathiar University, India, Associate Professor, Departent of Matheatics,

More information

Spectrograph overview:

Spectrograph overview: High performance measurement systems Monochromator Family Gilden Photonics offers a range of integrated optical wavelength solutions in customized designs, OEM design, manufacturing and value added resell

More information

UNIT VI OPTICS ALL THE POSSIBLE FORMULAE

UNIT VI OPTICS ALL THE POSSIBLE FORMULAE 58 UNIT VI OPTICS ALL THE POSSIBLE FORMULAE Relation between focal length and radius of curvature of a mirror/lens, f = R/2 Mirror formula: Magnification produced by a mirror: m = - = - Snell s law: 1

More information

Optics. Dispersion and resolving power of the prism and grating spectroscope Geometrical Optics. What you need:

Optics. Dispersion and resolving power of the prism and grating spectroscope Geometrical Optics. What you need: Geometrical Optics Optics What you can learn about Maxwell relationship Dispersion Polarizability Refractive index Prism Rowland grating Spectrometer-goniometer Principle: The refractive indices of liquids,

More information

A Model Free Automatic Tuning Method for a Restricted Structured Controller. by using Simultaneous Perturbation Stochastic Approximation

A Model Free Automatic Tuning Method for a Restricted Structured Controller. by using Simultaneous Perturbation Stochastic Approximation 28 Aerican Control Conference Westin Seattle Hotel, Seattle, Washington, USA June -3, 28 WeC9.5 A Model Free Autoatic Tuning Method for a Restricted Structured Controller by Using Siultaneous Perturbation

More information

EFFICIENT VIDEO SEARCH USING IMAGE QUERIES A. Araujo1, M. Makar2, V. Chandrasekhar3, D. Chen1, S. Tsai1, H. Chen1, R. Angst1 and B.

EFFICIENT VIDEO SEARCH USING IMAGE QUERIES A. Araujo1, M. Makar2, V. Chandrasekhar3, D. Chen1, S. Tsai1, H. Chen1, R. Angst1 and B. EFFICIENT VIDEO SEARCH USING IMAGE QUERIES A. Araujo1, M. Makar2, V. Chandrasekhar3, D. Chen1, S. Tsai1, H. Chen1, R. Angst1 and B. Girod1 1 Stanford University, USA 2 Qualco Inc., USA ABSTRACT We study

More information

Calculation of the blocking factor in heliostat fields

Calculation of the blocking factor in heliostat fields Available online at www.sciencedirect.co ScienceDirect Energy Procedia 57 (014 ) 91 300 013 ISES Solar World Congress Calculation of the blocking factor in heliostat fields Mustafa E. Elayeb a *, Rajab

More information

Lecture 39. Chapter 37 Diffraction

Lecture 39. Chapter 37 Diffraction Lecture 39 Chapter 37 Diffraction Interference Review Combining waves from small number of coherent sources double-slit experiment with slit width much smaller than wavelength of the light Diffraction

More information

LED Evenement 2014 Spectroscopy - Straylight. Avantes BV Apeldoorn, The Netherlands

LED Evenement 2014 Spectroscopy - Straylight. Avantes BV Apeldoorn, The Netherlands LED Evenement 2014 Spectroscopy - Straylight Avantes BV Apeldoorn, The Netherlands Content: - Company - Spectroscopy - Spectrometer measuring light - Straylight - How to prevent - Why - conclusion Introduction

More information

Ray Optics. Lecture 23. Chapter 23. Physics II. Course website:

Ray Optics. Lecture 23. Chapter 23. Physics II. Course website: Lecture 23 Chapter 23 Physics II Ray Optics Course website: http://faculty.uml.edu/andriy_danylov/teaching/physicsii Let s finish talking about a diffraction grating Diffraction Grating Let s improve (more

More information

Identifying Converging Pairs of Nodes on a Budget

Identifying Converging Pairs of Nodes on a Budget Identifying Converging Pairs of Nodes on a Budget Konstantina Lazaridou Departent of Inforatics Aristotle University, Thessaloniki, Greece konlaznik@csd.auth.gr Evaggelia Pitoura Coputer Science and Engineering

More information

Mirror Localization for a Catadioptric Imaging System by Projecting Parallel Lights

Mirror Localization for a Catadioptric Imaging System by Projecting Parallel Lights 2007 IEEE International Conference on Robotics and Autoation Roa, Italy, 10-14 April 2007 FrC2.5 Mirror Localization for a Catadioptric Iaging Syste by Projecting Parallel Lights Ryusuke Sagawa, Nobuya

More information

A Directional Space-scale Based Analysis Method for Three-dimensional Profile Detection by Fringe Projection Technique

A Directional Space-scale Based Analysis Method for Three-dimensional Profile Detection by Fringe Projection Technique International Journal of Optics and Applications 213, 3(5): 111-117 DOI: 1.5923/j.optics.21335.5 A Directional Space-scale Based Analysis Method for Three-diensional Profile Detection by Fringe Projection

More information

Geo-activity Recommendations by using Improved Feature Combination

Geo-activity Recommendations by using Improved Feature Combination Geo-activity Recoendations by using Iproved Feature Cobination Masoud Sattari Middle East Technical University Ankara, Turkey e76326@ceng.etu.edu.tr Murat Manguoglu Middle East Technical University Ankara,

More information

Utility-Based Resource Allocation for Mixed Traffic in Wireless Networks

Utility-Based Resource Allocation for Mixed Traffic in Wireless Networks IEEE IFOCO 2 International Workshop on Future edia etworks and IP-based TV Utility-Based Resource Allocation for ixed Traffic in Wireless etworks Li Chen, Bin Wang, Xiaohang Chen, Xin Zhang, and Dacheng

More information

Global Optimization of Transmitter Placement in Wireless Communication Systems

Global Optimization of Transmitter Placement in Wireless Communication Systems Global Optiization of Transitter Placeent in Wireless Counication Systes J. He, A. Verstak, L. T. Watson, T. S. Rappaport, C. R. Anderson, N. Raakrishnan, C. A. Shaffer, W. H. Tranter, K. Bae, J. Jiang

More information

Chapter 5 Example and Supplementary Problems

Chapter 5 Example and Supplementary Problems Chapter 5 Example and Supplementary Problems Single-Slit Diffraction: 1) A beam of monochromatic light (550 nm) is incident on a single slit. On a screen 3.0 meters away the distance from the central and

More information

Chapter 36. Diffraction. Dr. Armen Kocharian

Chapter 36. Diffraction. Dr. Armen Kocharian Chapter 36 Diffraction Dr. Armen Kocharian Diffraction Light of wavelength comparable to or larger than the width of a slit spreads out in all forward directions upon passing through the slit This phenomena

More information

EE 364B Convex Optimization An ADMM Solution to the Sparse Coding Problem. Sonia Bhaskar, Will Zou Final Project Spring 2011

EE 364B Convex Optimization An ADMM Solution to the Sparse Coding Problem. Sonia Bhaskar, Will Zou Final Project Spring 2011 EE 364B Convex Optiization An ADMM Solution to the Sparse Coding Proble Sonia Bhaskar, Will Zou Final Project Spring 20 I. INTRODUCTION For our project, we apply the ethod of the alternating direction

More information

MEASUREMENT OF THE WAVELENGTH WITH APPLICATION OF A DIFFRACTION GRATING AND A SPECTROMETER

MEASUREMENT OF THE WAVELENGTH WITH APPLICATION OF A DIFFRACTION GRATING AND A SPECTROMETER Warsaw University of Technology Faculty of Physics Physics Laboratory I P Irma Śledzińska 4 MEASUREMENT OF THE WAVELENGTH WITH APPLICATION OF A DIFFRACTION GRATING AND A SPECTROMETER 1. Fundamentals Electromagnetic

More information

Designing High Performance Web-Based Computing Services to Promote Telemedicine Database Management System

Designing High Performance Web-Based Computing Services to Promote Telemedicine Database Management System Designing High Perforance Web-Based Coputing Services to Proote Teleedicine Database Manageent Syste Isail Hababeh 1, Issa Khalil 2, and Abdallah Khreishah 3 1: Coputer Engineering & Inforation Technology,

More information

PROBLEM #1: INTERFERENCE DUE TO A DOUBLE SLIT

PROBLEM #1: INTERFERENCE DUE TO A DOUBLE SLIT PROBLEM #1: INTERFERENCE DUE TO A DOUBLE SLIT Objective: determine the slit width and the slit spacing for the double-slit from the interference pattern produced by light passing through it. You are interested

More information

PY106 Class31. Index of refraction. Refraction. Index of refraction. Sample values of n. Rays and wavefronts. index of refraction: n v.

PY106 Class31. Index of refraction. Refraction. Index of refraction. Sample values of n. Rays and wavefronts. index of refraction: n v. Refraction Index of refraction When an EM wave travels in a vacuum, its speed is: c = 3.00 x 10 8 m/s. In any other medium, light generally travels at a slower speed. The speed of light v in a material

More information

Enhancement of the Electromagnetic Waves Intensity by Scattering on Multiple Infinite Cylinders

Enhancement of the Electromagnetic Waves Intensity by Scattering on Multiple Infinite Cylinders Journal of Photonic Materials and Technology 2016; 2(1): 1-5 http://www.sciencepublishinggroup.co/j/jpt doi: 10.11648/j.jpt.20160201.11 ISSN: 2469-8423 (Print); ISSN: 2469-8431 (Online) Enhanceent of the

More information

Chapter 24 The Wave Nature of Light

Chapter 24 The Wave Nature of Light Chapter 24 The Wave Nature of Light 24.1 Waves Versus Particles; Huygens Principle and Diffraction Huygens principle: Every point on a wave front acts as a point source; the wavefront as it develops is

More information

Defining and Surveying Wireless Link Virtualization and Wireless Network Virtualization

Defining and Surveying Wireless Link Virtualization and Wireless Network Virtualization 1 Defining and Surveying Wireless Link Virtualization and Wireless Network Virtualization Jonathan van de Belt, Haed Ahadi, and Linda E. Doyle The Centre for Future Networks and Counications - CONNECT,

More information

Geometry. The Method of the Center of Mass (mass points): Solving problems using the Law of Lever (mass points). Menelaus theorem. Pappus theorem.

Geometry. The Method of the Center of Mass (mass points): Solving problems using the Law of Lever (mass points). Menelaus theorem. Pappus theorem. Noveber 13, 2016 Geoetry. The Method of the enter of Mass (ass points): Solving probles using the Law of Lever (ass points). Menelaus theore. Pappus theore. M d Theore (Law of Lever). Masses (weights)

More information