Adaptive Beam Director for a Tiled Fiber Array

Size: px
Start display at page:

Download "Adaptive Beam Director for a Tiled Fiber Array"

Transcription

1 Adaptive Beam Director for a Tiled Fiber Array Mikhail A. Vorontov Intelligent Optic Laboratory, Computational and Information Science Directorate, U.S. Army Reearch Laboratory, 2800 Powder Mill Road, Adelphi, Maryland and Intelligent Optic Laboratory, Intitute for Sytem Reearch, Univerity of Maryland, 2107 Technology Venture Building, College Park, Maryland 20742; mvorontov@arl.army.mil Jim F. Riker AFRL/DESM, Air Force Reearch Laboratory, 535 Lipoa Parkway, uite 200, Kiehei, HI 96753; Jim.Riker@maui.afmc.af.mil Ernt Polnau Intelligent Optic Laboratory, Intitute for Sytem Reearch, Univerity of Maryland, 2107 Technology Venture Building, College Park, Maryland 20742; epolnau@mail.umd.edu Svetlana L. Lachinova Intelligent Optic Laboratory, Intitute for Sytem Reearch, Univerity of Maryland, 2107 Technology Venture Building, College Park, Maryland 20742; llachin@mail.umd.edu V. S. Rao Gudimetla AFRL/DESM, Air Force Reearch Laboratory, 535 Lipoa Parkway, uite 200, Kiehei, HI 96753; Rao.Gudimetla@maui.afmc.af.mil Abtract We preent the concept development of a novel atmopheric compenation ytem baed on adaptive tiled fiber array architecture operating with target-in-the-loop cenario for directed beam application. The adaptive tiled fiber array ytem i integrated with adaptive beam director (ABD). Wavefront control and ening function are performed directly on the beam director telecope primary mirror. The beam control of the adaptive tiled fiber array aim to compenate atmopheric turbulence-induced dynamic phae aberration and reult in a correponding brightne increae on the illuated extended object. The ytem i pecifically deigned for tiled fiber ytem architecture operating in trong intenity cintillation and peckle-modulation condition typical for laerilluated extended object and include both local (on-tile) wavefront ditortion compenation and phae locking of ub-ytem. The compenation algorithm are baed on adaptive optimization of performance metric. Local wavefront ditortion compenation i performed uing on-tile tochatic parallel gradient decent (SPGD) optimization of local peckle metric directly meaured on each fiber-tile. Phae locking i performed uing SPGD optimization of a compoed metric, that i, the metric combined from the local metric. An experimental etup i developed to evaluate the feaibility of controlling beam quality by uing peckle metric baed on the temporal analyi of the peckle pattern of light which i backcattered from a laer-illuated extended object and recorded by a ingle photo-detector. The experimental etup i ued to invetigate beam quality improvement, adaptive proce convergence, and the influence of the illuated object hape.

2 1. Introduction It i now well undertood that further development of exiting large-aperture beam forg telecope will lead to a heavy and bulky expenive aembly compoed of monolithic primary and econdary mirror. The hortcog of large-aperture monolithic ytem timulated the recent development of beam director ytem compoed of a phae-locked (coherent) array of mall denely packed laer tranmitter telecope (ub-ytem), referred to a conformal optical ytem. Indeed, the conformal beam forg aembly can be more compact, ignificantly le expenive, and lighter. Moreover, the conformal architecture i calable and robut to element failure. The increaing interet in phae-locked conformal optical ytem ha recently timulated ignificant growth of phaelocking technique. Neverthele, the development of optical conformal beam forg ytem perforg in the preence of atmopheric turbulence repreent a very challenging problem. In fact, it can be hown that tiled fiber array under atmopheric condition with relatively mall Fried parameter r0 require everal thouand highly accurate aligned fiber-tile for full compenation of atmopheric effect if only a piton control (phae-locking) i ued. One of the major problem reulting from the complicated architecture i that the entire ytem i highly vulnerable to environmental influence. For example, vibration, high acceleration, and alo high-thermal gradient are problematic for uch ytem. Thi lead to a trong interet in new robut adaptive beam control capabilitie. In thi paper we introduce a new concept, referred to a Adaptive Beam Director (ABD). The ABD ytem conit of a beam forg telecope with wavefront compenation integrated olely on it primary mirror. Thi new ytem i capable of operating in trong-cintillation condition with both unreolved (point-ource) and reolved (extended) object toward which the beam i directed. The ABD ytem can either be combined with phae-locked tiled fiber array ytem to improve their tability againt environmental influence or it can be implemented in conventional beam director with the monolithic aperture to achieve a robut beam forg capability. The new ABD control ytem introduce additional wavefront compenation degree of freedom beide the piton control into a phae-locked tiled fiber array ytem. Thi introduction ha everal advantage. Firtly, it allow u to achieve good ytem performance with maller number (100 or le) of intalled and mutually aligned fiber-tile. Secondly, thee additional degree of freedom make poible the compenation of fiber-tile mialignment caued by dynamically changing thermal expanion and vibration within the ytem. Thi make the whole ytem more robut to environmental influence. In thi new concept the control of the on-mirror adaptive optic can be performed uing the tochatic parallel gradient decent (SPGD) algorithm. The SPGD algorithm i deigned for laer beam control ytem in which reflected from an illuated object light i ued for SPGD performance metric meaurement. Thee metric act a quality parameter, providing information about the ize of the laer hot pot on the object. Depending on the application cenario and/or the object type, different type of metric can be conidered in the ABD ytem. In thi work we motly concentrate on the time-varying peckle metric which are baed on temporal fluctuation of the peckle field reflected from the extended laer-illuated object. In particular, we invetigate a enitivity of thee metric to the laer beam intenity concentration on the extended object urface and further compare it to the enitivity of the o-called power-in-the-bucket (PIB) metric, typically aociated with unreolved object cenario.

3 2. ABD control ytem 2.1. Deign of ABD ytem Fig.1 illutrate the new on-mirror adaptive beam director concept. The ABD work baically a a telecope, coniting of a primary mirror and a econdary mirror. Thi primary mirror i a key component of the ABD telecope. It contain an array of pocket machined on it backide and i therefore alo called a pocket-mirror. Within thee pocket enor lenlet with photo-detector array, the SPGD controller, on-chip amplifier, and piezo-electrical component are placed (ee Fig.2). The piezo-electrical component conit of electrically ectioned piezo-ceramic annular ring made from thin (~0.3mm) bimorph dic glued to the pocket bottom. By applying a voltage to the electrode of the element, the curvature of the local front (mirror) urface oppoite to the pocket bottom can be changed. Fig.1. Adaptive beam director concept uing either phae-locked tiled fiber array or a olid-tate high energy laer a input (left). On-pocket mirror with integrated wavefront ening and control ub-ytem (right). On the front urface of the pocket-mirror a pecial dielectric layer i depoited which i highly reflective for one wavelength λ il and emi-tranparent for a lightly different wavelength λ b. Thi enable the ytem to work with two different laer beam at thee wavelength. The ource of radiation with wavelength λ il can either be a olid tate laer ource or the output from a tiled fiber array. Thi beam i combined with a econd beam λ b by a beam plitter. The laer ource, the beam plitter and the ABD telecope arranged geometrically in uch a way that after paing the beam plitter, the combined beam are directed to the econdary mirror where they are reflected to the primary mirror and then further reflected toward the targeted object. In the cae of a tiled fiber array a a ource of the beam λ il, the pocket array geometry matche the fiber-collimator array, o that each beamlet of the tiled fiber array ub-aperture enter the correponding pocket region of the pocket-mirror and i then reflected from the pocket window. We note that there exit a modified verion of the ABD ytem working with a ingle laer beam λ il. In

4 thi cae the wavefront controlling element are located within the primary mirror pocket, wherea the photo-element needed to detere the value of the metric are ituated eparately Function of the ABD ytem A mentioned earlier, the ABD control ytem operate in a target-in-the-loop configuration. In thi configuration the laer beam i ent through a diturbing media (atmopheric turbulence) toward a targeted object where it i cattered back and Fig.2. Schematic for wavefront control and ening pocket of the ABD telecope primary mirror. received by a detector. The detector ignal i then ued to cloe the control loop, erving a the input for a beam forg adaptive optic. The goal i to reduce the influence of the diturbing media and optimize the beam quality (hot-pot ize) on the illuated object. In the decribed ABD ytem two laer beam with wavelength λ b and λ il are leaving the ABD telecope and then are directed toward the targeted object through the turbulent air, which ditort the wavefront of both beam in the ame way (ee Fig.1). The laer beam with wavelength λ b produce a beacon on the laer-illuated object. Radiation from both beam i reflected back from the object toward the pocket mirror of ABD telecope but only the reflected radiation from the beacon beam λ b can enter through the dielectric layer into the pocket wherea the cattered radiation from econd beam i completely reflected. The back cattered light from the beacon beam λ b i therefore detected by the photo-enitive element within the pocket and ued for computing an input for the control algorithm which teer the wavefront correcting element. Thi mean that the adaptive element primarily are correcting the turbulence induced wavefront aberration of the beacon beam. Since the difference in the wavelength between the two ued laer beam i only mall which avoid wavelength anioplanatim, the optimization of the pot ize on the illuated object for the laer beam with wavelength λ b automatically alo reduced the influence of the turbulent air and thu alo optimize the pot ize for the laer beam with wavelength λ il. By uing two eparate beam and a dielectric layer which block the tranmiion of illuator beam into the pocket, it i poible to ue on-mirror ening of back cattered light within the beam path without the danger of too powerful illuator beam diturbing the ening of the back cattered light from the illuated object or influence the functional element within the pocket in an other unwanted way, e.g. by cauing trong temperature gradient. Sening of the wave returned from the illuated object i performed inide each pocket either by a ingle photodetector or by a photo-detector array. The ignal from thee detector are ued to detere the metric value J which act a a quality parameter containing information about laer beam intenity concentration on the illuated object. Thi metric i ued a the input for the control algorithm. Wavefront control in thi ytem can be performed uing the tochatic parallel gradient decent (SPGD) technique [1,2]. Uing metric value a the input, the SPGD algorithm compute iteratively new etting for the control voltage applied to the electrode of the piezo-element. Since the voltage of the piezo-element control the curvature of the pocket-window front urface, thi provide a compenation of low-order aberration at each ABD pocket-window. If a phae-locked tiled fiber array i ued a a ource of the input for the illuating beam of the ABD ytem, the pocket mirror provide higher order wavefront correction beyond piton-control for each beamlet.

5 Beide trongly reducing the number of fiber-tile neceary to correct the turbulence-induced wavefront aberration, thi alo offer the opportunity to correct a poible mialignment of the fiber-tile in the phae-locked tiled fiber array, thu making the whole ytem more robut. If otherwie a olid tate laer i ued a a ource, the pocket mirror of the ABD ytem i the only adaptive beam forg element within the whole ytem which provide the capability to optimize the beam on the illuated object. 3. Temporal peckle field analyi 3.1. Time-varying peckle metric and time averaged power-in-the-bucket metric In thi ection we dicu in more detail different type of metric required for adaptive laer beam control. The type of the ued metric depend on the application. Power-in-the-bucket (PIB) metric, averaging the total cattered radiation from the illuated object received by photo-detector, are ueful in the cae of point-ource object or a long a the beam ize i larger than the illuated object. A reduction of the beam ize reult in thi cae in a higher concentration of the laer energy on the object. Thi again lead to a higher intenity of the cattered radiation received by a detector. However, for the cae of extended object, that i when the intenity ditribution of the laer beam completely fall within the outline of the object, thee metric are problematical. In thi cae the power-in-the-bucket metric perform poorly or not at all, depending on the curvature of the urface. Therefore an alternative metric i needed for extended object. Poible candidate for extended object metric are time-varying peckle metric. Thee are baed on the obervation that the ignal of a ingle photo-detector how fluctuation if the detector i placed in the peckle field reflected from the object and if the incident laer beam and object are moving relative to each other. Important i that the trength of thee fluctuation and hence the power pectrum of the ignal are dependent on the hot-pot ize on the object. The maller the hot-pot ize the bigger the fluctuation and alo the higher the frequency component which are preent in the power pectrum. In the ABD ytem, the following cenario can be conidered: (a) unreolved object; (b) extended fat pinning peckle-object; and (c) extended moving peckle-object with low pin or none at all. Depending on the cenario the following method for detering local and global metric can be ued: Ditributed power-in-the-bucket metric for enor unreolved object. Photo-detector, placed in lenlet N p PIB focal plane, allow meaurement of the power-in-the-bucket (PIB) metric JPIB = J j= 1 j, where Np i PIB the number of pocket and J j i the contribution to the PIB metric from the j-th pocket. Maximization of J PIB lead to a compenation of phae aberration and correpondingly increae the object hot-pot brightne. Ditributed parallel time-varying peckle metric for extended object. Thi type of metric i baed on meaurement of temporal and/or patial correlation characteritic of the peckle field reulting from cattering off an extended object urface (peckle metric J ) [3,4]. Adaptive optic optimization of the peckle-metric allow mitigation of atmopheric effect for extended peckle-object [3,5]. Thi proceing of the returned wave require a ingle photo-detector located in the pocket-lenlet focal plane. To eparate different frequency component of the ignal, ignal proceing include pectral analyi of photo-current fluctuation. Since the above decribed ABD ytem ha the capability to work with reolved object it i neceary to invetigate the behavior of time-varying peckle metric more cloely. The relative to the object movement of the incident laer

6 beam needed for time-varying peckle metric can be achieved in two way. Either the object itelf i moving or the laer beam i canning over the urface of a tationary object. Therefore two type of experimental etup one with a pinning object and another with a canning beam are ued to invetigate the time-varying peckle metric [6] Spinning object Reflected peckle pattern Rotating cylinder Optical etup Laer beam Photo detector Fig.3. A chematic (left) and a photo (right) of the experimental etup for peckle experiment with a pinning object. Fig.3 repreent the experimental etup ued for the time-varying peckle metric behavior evaluation for the cae of moving (pinning) object. In thi etup a laer beam with a wavelength of 532nm i cleaned with a micro-optic pinhole combination and collimated by a collimator len with a focal length of 1m. A diaphragm i ued to limit the beam ize after collimation to 50mm. A econd len with a focal length of 300mm i mounted on a moveable tage and focue the laer beam. After the len a rotation ymmetric object with a diameter of 14mm and a rough urface i placed within the laer beam in uch a way that the axi of rotation of the object i perpendicular to the optical axi. The object i mounted on a drill with a rotation peed of 12rpm. By moving the poition of the focuing len, the poition of the focal point relative to the object urface can be moved within a range of ±180mm. By increaing the ditance of the focal point from the urface, the hot-pot ize on the object can be controlled up to a diameter of 30mm. The imum hot-pot ize i 15μm. A photo-detector i placed in the reflected peckle pattern at a 50mmditance from the object urface. The detector ignal i digitized and read into a computer by a digital acquiition board. Fig.4. Dependence of the normalized amplitude of everal frequency component on the pot ize on the object. To ue the peckle metric a a quality parameter for laer beam intenity concentration, it i important to know the

7 dependence of the frequency component amplitude on the laer hot-pot ize. Fig.4. how thi dependence for four elected frequency component (1kHz, 5kHz, 10kHz, 15kHz), each with a bandwidth of 1kHz on the poition of the focal point, and hence on the pot ize on the object a meaured with the decribed experimental etup. A een, all frequency component have their maximum at the ame poition for the mallet hot-pot ize. In addition, the width of the peak for higher frequencie i maller than the width for maller frequencie. Fig.5 how the behavior of the timeaveraging metric <J PIB >, the time-varying metric J, and the combined metric J Σ in dependence on the hot-pot ize normalized to a pinning cylindrically haped object. Here J i a weighted um of the frequency component hown in Fig.4. The weight are choen in uch a way that for a mallet hot-pot ize every frequency contribute equal to J. A een from the Fig5, in the vicinity of mall hot-pot ize, the time-averaging metric <J PIB > how only weak enitivity, wherea the time-varying metric J demontrate rather high enitivity. Thi lead to the concluion that the time-varying peckle metric are in particular ueful for the optimization of the hot-pot ize toward the poible limit. Fig.5 alo how that the combined metric J Σ i advantageou before the ingle metric J and <J PIB >. Although the time-varying metric J and Fig.5. Dependence of the time-averaging metric <J PIB >, the timevarying metric J, and the combined metric J Σ on the hot-pot ize normalized to a pinning cylindrically haped object. The inet are the zoomed maximum region of the metric <J PIB > and J Σ together with the tandard error. The haded area how the accuracy with which the poition of the maximum value, and therefore the hot-pot ize, can be detered with each metric. alo the combined metric J Σ have a larger etimation error for mall hot-pot ize compared to the time averaging metric <J PIB > a i hown in the inet in Fig.5 the range within which the hot-pot ize can be confined due to etimation error i much maller for the time-varying metric and the combined metric. Wherea the combined metric J Σ confine the hot-pot ize within a diameter of 60μm, the time-averaging metric only detere the hotpot ize within a 1.3mm-range. The energy denity within the hot pot can in thi cae be enlarged by a factor of (1.3mm/ 60μm 470) uing the combined metric. Note that for other hape of the illuated object the time averaging metric might perform even wore for mall hot-pot ize. E.g. for object with a uniform flat urface the time averaging metric i not enitive to the pot ize at all if the ize of the hot pot i already maller than the object ize and if the intenity ditribution fall completely within the outline of the object. According to the Lambert coine law which per definition hold for a diffue reflecting Lambertian urface, the time-averaged power-in-the-bucket metric how a dependency on the hot-pot ize only for a curved urface. In addition to the poibility for a better final energy denity the teeper gradient hould alo reult in a fater convergence peed toward final optimization for the control algorithm of an adaptive optic. Thi i important if gradient baed control algorithm like SPGD.

8 3.3. Scanning laer beam Fig.6. A chematic of the experimental etup for peckle experiment with a canning laer beam. To invetigate the ue of peckle metric for non-moving (tationary) object by mean of a canning laer beam an experimental etup i ued containing a tip-tilt mirror to can the laer beam over the urface of the object. The baic etup i hown Fig.6. A laer beam i cleaned with a micro-optic pinhole combination and collimated to a ize of 13mm. The beam i then reflected by a tip-tilt mirror with a diameter of 14mm toward a relay-len combination to increae the beam ize to 50mm and focu it on the object at a ditance of 8.25m. A beam plitter i placed between the tip-tilt mirror and the firt relay len, making it poible to image the illuated object on the focal plane array of a CCD camera. One pixel of the camera cover a quare of about mm on the object. The tiptilt mirror i connected to two ignal generator which are et to 3kHz (horizontal) and 2.5kHz (vertical). Since the relative peed between the object and the laer beam i much higher in thi etup than in the non-canning experimental etup decribed above higher frequencie (5kHz, 50kHz, 100kHz, 150kHz) with a bandwidth of 10kHz are choen to detere the time-varying peckle metric J. One important quetion for the canning cae i how the canning amplitude influence the behavior of the peckle metric. The meaured dependence of peckle metric on the hot-pot ize b for three different canning amplitude i hown in Fig.7. The inet how the image of the laer on the object (mallet hot-pot ize b ) for a) no canning, b) canning with an amplitude of one time the imum hot-pot ize b, c) canning with an amplitude of two time the imum pot ize b, and d) canning with an amplitude of three time the imum pot ize b. A een from the figure, the maximum of all curve in Fig.7 are one the ame poition correponding to the imum hot-pot ize b. The width and hape of the curve are the ame for all canning amplitude. Only the magnitude of the metric J i changing for different canning amplitude.

9 4. Concluion The ABD ytem ha everal advantage compared to conventional tiled fiber array ued for laer beam control. Firtly, there i a dramatic reduction of ytem complexity and improvement of robutne againt environmental influence which i offered by the direct integration of variou beam control ytem directly on the primary mirror. Secondly, the ytem ha a wide range of potential application ince thi concept of beam control work with unreolved and extended pinning and/or fat moving object in the condition of trong peckle modulation and intenity cintillation. Finally, the beam control approach dicued in thi paper allow fat and high reolution return-wave ening achieved with multiple photoenor and control hardware operating in parallel. Our experiment how that time-varying peckle metric can be ued a metric Fig.7. The dependence of peckle metric on hot-pot ize for three different canning amplitude i hown. The inet how the image of the laer on the illuated object (mallet hot-pot ize b ) for a) no canning, b) canning with an amplitude of one time the pot ize b, c) canning with an amplitude of two time the pot ize b, and d) canning with an amplitude of three time the pot ize b. containing the information about the pot ize on the illuated extended object. Due to trong enitivity of thee metric for mall laer pot ize, they can increae the convergence peed of gradient baed control algorithm, uch a SPGD algorithm, and are in particular ueful for the optimization of the laer pot toward the poible optimum. Moreover, a combination of the time-varying peckle metric and the power-in-the-bucket metric reult in a univeral metric which can be ued for both the unreolved a well a for reolved object. 5. REFERENCES 1. Weyrauch T., Vorontov M., Berenev L., and Liu L., Atmopheric compenation over a 2.3 km propagation path with a multi-conjugate (piton-mems/modal DM) adaptive ytem, Proc. SPIE, Vol. 5552, 73-84, Vorontov, M. A., Carhart G. W., Cohen M. and Cauwenbergh G., Adaptive optic baed on analog parallel tochatic optimization: analyi and experimental demontration, JOSA A, Vol. 17, , Vorontov M.A. and Carhart G., Adaptive phae ditortion correction in trong peckle-modulation condition, Optic Letter, Vol. 27, , Polejaev V.I. and Vorontov M.A., Adaptive active imaging ytem baed on radiation focuing for extended target, SPIE, Vol. 3126, , Vorontov M.A. and Koloov V., Target-in-the-loop beam control: baic conideration for analyi and wavefront ening, JOSA A, Vol. 22, , Polnau E., Vorontov M.A., Beam Quality Metric Baed on Temporal Speckle Field Analyi in Directed Energy Application for Extended Target. JOSA A to be publihed, 2006

E-APPLAB #1

E-APPLAB #1 E-APPLAB-93-069850 #1 Ultrafat tomography experiment etup at D-1 Beamline at CHESS The experiment etup conit of three major part: x-ray ource, injection chambe and detecto a hown chematically in Fig. EPAPS1a.

More information

Performance of a Robust Filter-based Approach for Contour Detection in Wireless Sensor Networks

Performance of a Robust Filter-based Approach for Contour Detection in Wireless Sensor Networks Performance of a Robut Filter-baed Approach for Contour Detection in Wirele Senor Network Hadi Alati, William A. Armtrong, Jr., and Ai Naipuri Department of Electrical and Computer Engineering The Univerity

More information

Universität Augsburg. Institut für Informatik. Approximating Optimal Visual Sensor Placement. E. Hörster, R. Lienhart.

Universität Augsburg. Institut für Informatik. Approximating Optimal Visual Sensor Placement. E. Hörster, R. Lienhart. Univerität Augburg à ÊÇÅÍÆ ËÀǼ Approximating Optimal Viual Senor Placement E. Hörter, R. Lienhart Report 2006-01 Januar 2006 Intitut für Informatik D-86135 Augburg Copyright c E. Hörter, R. Lienhart Intitut

More information

Planning of scooping position and approach path for loading operation by wheel loader

Planning of scooping position and approach path for loading operation by wheel loader 22 nd International Sympoium on Automation and Robotic in Contruction ISARC 25 - September 11-14, 25, Ferrara (Italy) 1 Planning of cooping poition and approach path for loading operation by wheel loader

More information

Focused Video Estimation from Defocused Video Sequences

Focused Video Estimation from Defocused Video Sequences Focued Video Etimation from Defocued Video Sequence Junlan Yang a, Dan Schonfeld a and Magdi Mohamed b a Multimedia Communication Lab, ECE Dept., Univerity of Illinoi, Chicago, IL b Phyical Realization

More information

Multi-Target Tracking In Clutter

Multi-Target Tracking In Clutter Multi-Target Tracking In Clutter John N. Sander-Reed, Mary Jo Duncan, W.B. Boucher, W. Michael Dimmler, Shawn O Keefe ABSTRACT A high frame rate (0 Hz), multi-target, video tracker ha been developed and

More information

New DSP to measure acoustic efficiency of road barriers. Part 2: Sound Insulation Index

New DSP to measure acoustic efficiency of road barriers. Part 2: Sound Insulation Index New DSP to meaure acoutic efficiency of road barrier. Part 2: Sound Inulation Index LAMBERTO TRONCHIN 1, KRISTIAN FABBRI 1, JELENA VASILJEVIC 2 1 DIENCA CIARM, Univerity of Bologna, Italy 2 Univerity of

More information

A METHOD OF REAL-TIME NURBS INTERPOLATION WITH CONFINED CHORD ERROR FOR CNC SYSTEMS

A METHOD OF REAL-TIME NURBS INTERPOLATION WITH CONFINED CHORD ERROR FOR CNC SYSTEMS Vietnam Journal of Science and Technology 55 (5) (017) 650-657 DOI: 10.1565/55-518/55/5/906 A METHOD OF REAL-TIME NURBS INTERPOLATION WITH CONFINED CHORD ERROR FOR CNC SYSTEMS Nguyen Huu Quang *, Banh

More information

Supporting information. Versatile Polarization Generation with an Aluminum Plasmonic Metasurface

Supporting information. Versatile Polarization Generation with an Aluminum Plasmonic Metasurface Supporting information Veratile Polarization Generation with an Aluminum Plamonic Metaurface Pin Chieh Wu,, Wei-Yi Tai, Wei Ting Chen, Yao-Wei Huang, Ting-Yu Chen, Jia-Wern Chen, Chun Yen Liao, Cheng Hung

More information

A NEW APPROACH IN MEASURING OF THE ROUGHNESS FOR SURFACE CONSTITUTED WITH MACHINING PROCESS BY MATERIAL REMOVAL

A NEW APPROACH IN MEASURING OF THE ROUGHNESS FOR SURFACE CONSTITUTED WITH MACHINING PROCESS BY MATERIAL REMOVAL International Journal of Mechanical and Production Engineering Reearch and Development (IJMPERD) ISSN 49-689 Vol. 3, Iue, Mar 3, 4-5 TJPRC Pvt. Ltd. A NEW APPROACH IN MEASURING OF THE ROUGHNESS FOR SURFACE

More information

MAT 155: Describing, Exploring, and Comparing Data Page 1 of NotesCh2-3.doc

MAT 155: Describing, Exploring, and Comparing Data Page 1 of NotesCh2-3.doc MAT 155: Decribing, Exploring, and Comparing Data Page 1 of 8 001-oteCh-3.doc ote for Chapter Summarizing and Graphing Data Chapter 3 Decribing, Exploring, and Comparing Data Frequency Ditribution, Graphic

More information

Generation of nearly nondiffracting Bessel beams with a Fabry Perot interferometer

Generation of nearly nondiffracting Bessel beams with a Fabry Perot interferometer Horváth et al. Vol. 14, No. 11/November 1997/J. Opt. Soc. Am. A 3009 Generation of nearly nondiffracting Beel beam with a Fabry Perot interferometer Z. L. Horváth, M. Erdélyi, G. Szabó, and Z. Bor Department

More information

8. Wavelength measurement with a grating spectrometer

8. Wavelength measurement with a grating spectrometer Spm 8. Wavelength meaurement with a grating pectrometer 8.1 Introuction A very exact examination of the chemical compoition of a ubtance can be unertaken by analying the electromagnetic raiation it emit

More information

Modeling of underwater vehicle s dynamics

Modeling of underwater vehicle s dynamics Proceeding of the 11th WEA International Conference on YTEM, Agio Nikolao, Crete Iland, Greece, July 23-25, 2007 44 Modeling of underwater vehicle dynamic ANDRZEJ ZAK Department of Radiolocation and Hydrolocation

More information

Reflection & Refraction

Reflection & Refraction Name: Anwer Key Date: Regent Phyic Tet # 14 Review Reflection & Refraction 1. Ue GUESS method and indicate all vector direction.. Term to know: electromagnetic pectrum, diffue reflection, regular reflection,

More information

Laboratory Exercise 6

Laboratory Exercise 6 Laboratory Exercie 6 Adder, Subtractor, and Multiplier The purpoe of thi exercie i to examine arithmetic circuit that add, ubtract, and multiply number. Each type of circuit will be implemented in two

More information

Comparison of Methods for Horizon Line Detection in Sea Images

Comparison of Methods for Horizon Line Detection in Sea Images Comparion of Method for Horizon Line Detection in Sea Image Tzvika Libe Evgeny Gerhikov and Samuel Koolapov Department of Electrical Engineering Braude Academic College of Engineering Karmiel 2982 Irael

More information

/06/$ IEEE 364

/06/$ IEEE 364 006 IEEE International ympoium on ignal Proceing and Information Technology oie Variance Etimation In ignal Proceing David Makovoz IPAC, California Intitute of Technology, MC-0, Paadena, CA, 95 davidm@ipac.caltech.edu;

More information

CENTER-POINT MODEL OF DEFORMABLE SURFACE

CENTER-POINT MODEL OF DEFORMABLE SURFACE CENTER-POINT MODEL OF DEFORMABLE SURFACE Piotr M. Szczypinki Iintitute of Electronic, Technical Univerity of Lodz, Poland Abtract: Key word: Center-point model of deformable urface for egmentation of 3D

More information

Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compensation

Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compensation Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compenation A. J. Healey Profeor and Director Center for AUV Reearch Naval Potgraduate School Monterey, CA 93953 healey@me.np.navy.mil

More information

PERFORMANCE EVALUATION OF TRANSMISSION DISTANCE AND BIT RATES IN INTER-SATELLITE OPTICAL WIRELESS COMMUNICATION SYSTEM

PERFORMANCE EVALUATION OF TRANSMISSION DISTANCE AND BIT RATES IN INTER-SATELLITE OPTICAL WIRELESS COMMUNICATION SYSTEM PERFORMANCE EVALUATION OF TRANSMISSION DISTANCE AND BIT RATES IN INTER-SATELLITE OPTICAL WIRELESS COMMUNICATION SYSTEM Rohni Joy 1, Ami Lavingia 2, Prof. Kruti Lavingia 3 1 Electronic and Communication

More information

else end while End References

else end while End References 621-630. [RM89] [SK76] Roenfeld, A. and Melter, R. A., Digital geometry, The Mathematical Intelligencer, vol. 11, No. 3, 1989, pp. 69-72. Sklanky, J. and Kibler, D. F., A theory of nonuniformly digitized

More information

How to Select Measurement Points in Access Point Localization

How to Select Measurement Points in Access Point Localization Proceeding of the International MultiConference of Engineer and Computer Scientit 205 Vol II, IMECS 205, March 8-20, 205, Hong Kong How to Select Meaurement Point in Acce Point Localization Xiaoling Yang,

More information

Chapter 13 Non Sampling Errors

Chapter 13 Non Sampling Errors Chapter 13 Non Sampling Error It i a general aumption in the ampling theory that the true value of each unit in the population can be obtained and tabulated without any error. In practice, thi aumption

More information

(12) Patent Application Publication (10) Pub. No.: US 2011/ A1

(12) Patent Application Publication (10) Pub. No.: US 2011/ A1 (19) United State US 2011 0316690A1 (12) Patent Application Publication (10) Pub. No.: US 2011/0316690 A1 Siegman (43) Pub. Date: Dec. 29, 2011 (54) SYSTEMAND METHOD FOR IDENTIFYING ELECTRICAL EQUIPMENT

More information

Enhanced subsurface illumination from separated wavefield imaging

Enhanced subsurface illumination from separated wavefield imaging firt break volume 32, November 2014 pecial topic Marine Seimic Enhanced uburface illumination from eparated wavefield imaging Shaoping Lu 1*, Dan Whitmore 1, Alejandro Valenciano 1 and Nizar Chemingui

More information

Gray-level histogram. Intensity (grey-level) transformation, or mapping. Use of intensity transformations:

Gray-level histogram. Intensity (grey-level) transformation, or mapping. Use of intensity transformations: Faculty of Informatic Eötvö Loránd Univerity Budapet, Hungary Lecture : Intenity Tranformation Image enhancement by point proceing Spatial domain and frequency domain method Baic Algorithm for Digital

More information

SLA Adaptation for Service Overlay Networks

SLA Adaptation for Service Overlay Networks SLA Adaptation for Service Overlay Network Con Tran 1, Zbigniew Dziong 1, and Michal Pióro 2 1 Department of Electrical Engineering, École de Technologie Supérieure, Univerity of Quebec, Montréal, Canada

More information

A Study of a Variable Compression Ratio and Displacement Mechanism Using Design of Experiments Methodology

A Study of a Variable Compression Ratio and Displacement Mechanism Using Design of Experiments Methodology A Study of a Variable Compreion Ratio and Diplacement Mechanim Uing Deign of Experiment Methodology Shugang Jiang, Michael H. Smith, Maanobu Takekohi Abtract Due to the ever increaing requirement for engine

More information

The Association of System Performance Professionals

The Association of System Performance Professionals The Aociation of Sytem Performance Profeional The Computer Meaurement Group, commonly called CMG, i a not for profit, worldwide organization of data proceing profeional committed to the meaurement and

More information

Performance Evaluation of an Advanced Local Search Evolutionary Algorithm

Performance Evaluation of an Advanced Local Search Evolutionary Algorithm Anne Auger and Nikolau Hanen Performance Evaluation of an Advanced Local Search Evolutionary Algorithm Proceeding of the IEEE Congre on Evolutionary Computation, CEC 2005 c IEEE Performance Evaluation

More information

Tracking High Speed Skater by Using Multiple Model

Tracking High Speed Skater by Using Multiple Model Vol. 2, No. 26 Tracing High Speed Sater by Uing Multiple Model Guojun Liu & Xianglong Tang School of Computer Science & Engineering Harbin Intitute of Technology Harbin 5000, China E-mail: hitliu@hit.edu.cn

More information

A Load Balancing Model based on Load-aware for Distributed Controllers. Fengjun Shang, Wenjuan Gong

A Load Balancing Model based on Load-aware for Distributed Controllers. Fengjun Shang, Wenjuan Gong 4th International Conference on Machinery, Material and Computing Technology (ICMMCT 2016) A Load Balancing Model baed on Load-aware for Ditributed Controller Fengjun Shang, Wenjuan Gong College of Compute

More information

Quadrilaterals. Learning Objectives. Pre-Activity

Quadrilaterals. Learning Objectives. Pre-Activity Section 3.4 Pre-Activity Preparation Quadrilateral Intereting geometric hape and pattern are all around u when we tart looking for them. Examine a row of fencing or the tiling deign at the wimming pool.

More information

Dark-field Tomography: Modeling and Reconstruction

Dark-field Tomography: Modeling and Reconstruction Dark-field Tomography: Modeling and Recontruction W. Cong, F. Pfeiffer, M. Bech, O. Bunk, C. David, and G. Wang Abtract: Dark-field image are formed by mall-angle cattering of x-ray photon. The mall-angle

More information

Texture-Constrained Active Shape Models

Texture-Constrained Active Shape Models 107 Texture-Contrained Active Shape Model Shuicheng Yan, Ce Liu Stan Z. Li Hongjiang Zhang Heung-Yeung Shum Qianheng Cheng Microoft Reearch Aia, Beijing Sigma Center, Beijing 100080, China Dept. of Info.

More information

How to. write a paper. The basics writing a solid paper Different communities/different standards Common errors

How to. write a paper. The basics writing a solid paper Different communities/different standards Common errors How to write a paper The baic writing a olid paper Different communitie/different tandard Common error Reource Raibert eay My grammar point Article on a v. the Bug in writing Clarity Goal Conciene Calling

More information

Modelling the impact of cyber attacks on the traffic control centre of an urban automobile transport system by means of enhanced cybersecurity

Modelling the impact of cyber attacks on the traffic control centre of an urban automobile transport system by means of enhanced cybersecurity Modelling the impact of cyber attack on the traffic control centre of an urban automobile tranport ytem by mean of enhanced cyberecurity Yoana Ivanova 1,* 1 Bulgarian Academy of Science, Intitute of ICT,

More information

Keywords: Defect detection, linear phased array transducer, parameter optimization, phased array ultrasonic B-mode imaging testing.

Keywords: Defect detection, linear phased array transducer, parameter optimization, phased array ultrasonic B-mode imaging testing. Send Order for Reprint to reprint@benthamcience.ae 488 The Open Automation and Control Sytem Journal, 2014, 6, 488-492 Open Acce Parameter Optimization of Linear Phaed Array Tranducer for Defect Detection

More information

A System Dynamics Model for Transient Availability Modeling of Repairable Redundant Systems

A System Dynamics Model for Transient Availability Modeling of Repairable Redundant Systems International Journal of Performability Engineering Vol., No. 3, May 05, pp. 03-. RAMS Conultant Printed in India A Sytem Dynamic Model for Tranient Availability Modeling of Repairable Redundant Sytem

More information

On successive packing approach to multidimensional (M-D) interleaving

On successive packing approach to multidimensional (M-D) interleaving On ucceive packing approach to multidimenional (M-D) interleaving Xi Min Zhang Yun Q. hi ankar Bau Abtract We propoe an interleaving cheme for multidimenional (M-D) interleaving. To achieved by uing a

More information

Kinematics Programming for Cooperating Robotic Systems

Kinematics Programming for Cooperating Robotic Systems Kinematic Programming for Cooperating Robotic Sytem Critiane P. Tonetto, Carlo R. Rocha, Henrique Sima, Altamir Dia Federal Univerity of Santa Catarina, Mechanical Engineering Department, P.O. Box 476,

More information

3D High-Resolution Imaging Using Separated Wavefields

3D High-Resolution Imaging Using Separated Wavefields 3D High-Reolution Imaging Uing Separated Wavefield S. Lu (Petroleum Geo-Service), N.D. Whitmore (Petroleum Geo- Service), H. LeGleut (Petroleum Geo-Service) & A. Long (Petroleum Geo- Service) SUMMARY Conventional

More information

( ) subject to m. e (2) L are 2L+1. = s SEG SEG Las Vegas 2012 Annual Meeting Page 1

( ) subject to m. e (2) L are 2L+1. = s SEG SEG Las Vegas 2012 Annual Meeting Page 1 A new imultaneou ource eparation algorithm uing frequency-divere filtering Ying Ji*, Ed Kragh, and Phil Chritie, Schlumberger Cambridge Reearch Summary We decribe a new imultaneou ource eparation algorithm

More information

Distributed Packet Processing Architecture with Reconfigurable Hardware Accelerators for 100Gbps Forwarding Performance on Virtualized Edge Router

Distributed Packet Processing Architecture with Reconfigurable Hardware Accelerators for 100Gbps Forwarding Performance on Virtualized Edge Router Ditributed Packet Proceing Architecture with Reconfigurable Hardware Accelerator for 100Gbp Forwarding Performance on Virtualized Edge Router Satohi Nihiyama, Hitohi Kaneko, and Ichiro Kudo Abtract To

More information

[N309] Feedforward Active Noise Control Systems with Online Secondary Path Modeling. Muhammad Tahir Akhtar, Masahide Abe, and Masayuki Kawamata

[N309] Feedforward Active Noise Control Systems with Online Secondary Path Modeling. Muhammad Tahir Akhtar, Masahide Abe, and Masayuki Kawamata he 32nd International Congre and Expoition on Noie Control Engineering Jeju International Convention Center, Seogwipo, Korea, Augut 25-28, 2003 [N309] Feedforward Active Noie Control Sytem with Online

More information

IMPLEMENTATION OF AREA, VOLUME AND LINE SOURCES

IMPLEMENTATION OF AREA, VOLUME AND LINE SOURCES December 01 ADMS 5 P503I1 IMPEMENTATION OF AREA, VOUME AND INE SOURCES The Met. Office (D J Thomon) and CERC 1. INTRODUCTION ADMS model line ource, and area and volume ource with conve polgon bae area.

More information

Image authentication and tamper detection using fragile watermarking in spatial domain

Image authentication and tamper detection using fragile watermarking in spatial domain International Journal of Advanced Reearch in Computer Engineering & Technology (IJARCET) Volume 6, Iue 7, July 2017, ISSN: 2278 1323 Image authentication and tamper detection uing fragile watermarking

More information

Lens Conventions From Jenkins & White: Fundamentals of Optics, pg 50 Incident rays travel left to right Object distance s + if left to vertex, - if

Lens Conventions From Jenkins & White: Fundamentals of Optics, pg 50 Incident rays travel left to right Object distance s + if left to vertex, - if Len Convention From Jenkin & White: Fundamental o Optic, pg 50 Incident ray travel let to right Object ditance + i let to vertex, - i right to vertex Image ditance ' + i right to vertex, - i let to vertex

More information

Computer Arithmetic Homework Solutions. 1 An adder for graphics. 2 Partitioned adder. 3 HDL implementation of a partitioned adder

Computer Arithmetic Homework Solutions. 1 An adder for graphics. 2 Partitioned adder. 3 HDL implementation of a partitioned adder Computer Arithmetic Homework 3 2016 2017 Solution 1 An adder for graphic In a normal ripple carry addition of two poitive number, the carry i the ignal for a reult exceeding the maximum. We ue thi ignal

More information

Increasing Throughput and Reducing Delay in Wireless Sensor Networks Using Interference Alignment

Increasing Throughput and Reducing Delay in Wireless Sensor Networks Using Interference Alignment Int. J. Communication, Network and Sytem Science, 0, 5, 90-97 http://dx.doi.org/0.436/ijcn.0.50 Publihed Online February 0 (http://www.scirp.org/journal/ijcn) Increaing Throughput and Reducing Delay in

More information

Modeling the Effect of Mobile Handoffs on TCP and TFRC Throughput

Modeling the Effect of Mobile Handoffs on TCP and TFRC Throughput Modeling the Effect of Mobile Handoff on TCP and TFRC Throughput Antonio Argyriou and Vijay Madietti School of Electrical and Computer Engineering Georgia Intitute of Technology Atlanta, Georgia 3332 25,

More information

Routing Definition 4.1

Routing Definition 4.1 4 Routing So far, we have only looked at network without dealing with the iue of how to end information in them from one node to another The problem of ending information in a network i known a routing

More information

ANALYSIS OF THE FIRST LAYER IN WEIGHTLESS NEURAL NETWORKS FOR 3_DIMENSIONAL PATTERN RECOGNITION

ANALYSIS OF THE FIRST LAYER IN WEIGHTLESS NEURAL NETWORKS FOR 3_DIMENSIONAL PATTERN RECOGNITION ANALYSIS OF THE FIRST LAYER IN WEIGHTLESS NEURAL NETWORKS FOR 3_DIMENSIONAL PATTERN RECOGNITION A. Váque-Nava * Ecuela de Ingeniería. CENTRO UNIVERSITARIO MEXICO. DIVISION DE ESTUDIOS SUPERIORES J. Figueroa

More information

(12) United States Patent

(12) United States Patent (12) United State Patent USOO9423281B2 (10) Patent No.: US 9.423,281 B2 Agrawal et al. (45) Date of Patent: Aug. 23, 2016 (54) SELF-CALIBRATING SINGLE TRACK USPC... 702/150 ABSOLUTE ROTARY ENCODER See

More information

Anisotropic filtering on normal field and curvature tensor field using optimal estimation theory

Anisotropic filtering on normal field and curvature tensor field using optimal estimation theory Aniotropic filtering on normal field and curvature tenor field uing optimal etimation theory Min Liu Yuhen Liu and Karthik Ramani Purdue Univerity, Wet Lafayette, Indiana, USA Email: {liu66 liu28 ramani}@purdue.edu

More information

arxiv: v1 [cs.ms] 20 Dec 2017

arxiv: v1 [cs.ms] 20 Dec 2017 CameraTranform: a Scientific Python Package for Perpective Camera Correction Richard Gerum, Sebatian Richter, Alexander Winterl, Ben Fabry, and Daniel Zitterbart,2 arxiv:72.07438v [c.ms] 20 Dec 207 Department

More information

Motion Control (wheeled robots)

Motion Control (wheeled robots) 3 Motion Control (wheeled robot) Requirement for Motion Control Kinematic / dynamic model of the robot Model of the interaction between the wheel and the ground Definition of required motion -> peed control,

More information

Maneuverable Relays to Improve Energy Efficiency in Sensor Networks

Maneuverable Relays to Improve Energy Efficiency in Sensor Networks Maneuverable Relay to Improve Energy Efficiency in Senor Network Stephan Eidenbenz, Luka Kroc, Jame P. Smith CCS-5, MS M997; Lo Alamo National Laboratory; Lo Alamo, NM 87545. Email: {eidenben, kroc, jpmith}@lanl.gov

More information

Simulation of Rover Locomotion on Sandy Terrain - Modeling, Verification and Validation

Simulation of Rover Locomotion on Sandy Terrain - Modeling, Verification and Validation Simulation of Rover Locomotion on Sandy Terrain - Modeling, Verification and Validation Rainer Krenn, Gerd Hirzinger German Aeropace Center, DLR, Intitute of Robotic and Mechatronic Oberpfaffenhofen, D-82234

More information

Digifort Standard. Architecture

Digifort Standard. Architecture Digifort Standard Intermediate olution for intalling up to 32 camera The Standard verion provide the ideal reource for local and remote monitoring of up to 32 camera per erver and a the intermediate verion

More information

Edits in Xylia Validity Preserving Editing of XML Documents

Edits in Xylia Validity Preserving Editing of XML Documents dit in Xylia Validity Preerving diting of XML Document Pouria Shaker, Theodore S. Norvell, and Denni K. Peter Faculty of ngineering and Applied Science, Memorial Univerity of Newfoundland, St. John, NFLD,

More information

Compressed Sensing Image Processing Based on Stagewise Orthogonal Matching Pursuit

Compressed Sensing Image Processing Based on Stagewise Orthogonal Matching Pursuit Senor & randucer, Vol. 8, Iue 0, October 204, pp. 34-40 Senor & randucer 204 by IFSA Publihing, S. L. http://www.enorportal.com Compreed Sening Image Proceing Baed on Stagewie Orthogonal Matching Puruit

More information

A Local Mobility Agent Selection Algorithm for Mobile Networks

A Local Mobility Agent Selection Algorithm for Mobile Networks A Local Mobility Agent Selection Algorithm for Mobile Network Yi Xu Henry C. J. Lee Vrizlynn L. L. Thing Intitute for Infocomm Reearch, 21 Heng Mui Keng Terrace, Singapore 119613 Email: {yxu, hlee, vriz}@i2r.a-tar.edu.g

More information

A Linear Interpolation-Based Algorithm for Path Planning and Replanning on Girds *

A Linear Interpolation-Based Algorithm for Path Planning and Replanning on Girds * Advance in Linear Algebra & Matrix Theory, 2012, 2, 20-24 http://dx.doi.org/10.4236/alamt.2012.22003 Publihed Online June 2012 (http://www.scirp.org/journal/alamt) A Linear Interpolation-Baed Algorithm

More information

Knowledge-Based Control For Space Time Adaptive Processing

Knowledge-Based Control For Space Time Adaptive Processing Knowledge-Baed Control For Space Time Adaptive Proceing Michael C. Wick, Ph.D. Air Force Reearch Laboratory/Senor Directorate 26 Electronic Parkway Rome, NY 13441-4514 USA Email: Michael.Wick@rl.af.mil

More information

Research note: Calculating spectral irradiance indoors

Research note: Calculating spectral irradiance indoors Lighting Re. Technol. 217; Vol. 49: 122 127 Reearch note: Calculating pectral irradiance indoor S Bará PhD a and J Ecofet PhD b a Área de Óptica, Facultade de Óptica e Optometría, Univeridade de Santiago

More information

UC Berkeley International Conference on GIScience Short Paper Proceedings

UC Berkeley International Conference on GIScience Short Paper Proceedings UC Berkeley International Conference on GIScience Short Paper Proceeding Title A novel method for probabilitic coverage etimation of enor network baed on 3D vector repreentation in complex urban environment

More information

Course Updates. Reminders: 1) Assignment #13 due Monday. 2) Mirrors & Lenses. 3) Review for Final: Wednesday, May 5th

Course Updates. Reminders: 1) Assignment #13 due Monday. 2) Mirrors & Lenses. 3) Review for Final: Wednesday, May 5th Coure Update http://www.phy.hawaii.edu/~varner/phys272-spr0/phyic272.html Reminder: ) Aignment #3 due Monday 2) Mirror & Lene 3) Review for Final: Wedneday, May 5th h R- R θ θ -R h Spherical Mirror Infinite

More information

3D MODELLING WITH LINEAR APPROACHES USING GEOMETRIC PRIMITIVES

3D MODELLING WITH LINEAR APPROACHES USING GEOMETRIC PRIMITIVES MAKARA, TEKNOLOGI, VOL. 9, NO., APRIL 5: 3-35 3D MODELLING WITH LINEAR APPROACHES USING GEOMETRIC PRIMITIVES Mochammad Zulianyah Informatic Engineering, Faculty of Engineering, ARS International Univerity,

More information

Practical Analog and Digital Filter Design

Practical Analog and Digital Filter Design Practical Analog and Digital Filter Deign Artech Houe, Inc. Le Thede 004 Thi text i dedicated to my wife who keep me grounded, and to my grandchildren who know no bound. Content Preface xi Chapter Introduction

More information

Advanced Encryption Standard and Modes of Operation

Advanced Encryption Standard and Modes of Operation Advanced Encryption Standard and Mode of Operation G. Bertoni L. Breveglieri Foundation of Cryptography - AES pp. 1 / 50 AES Advanced Encryption Standard (AES) i a ymmetric cryptographic algorithm AES

More information

Development of an atmospheric climate model with self-adapting grid and physics

Development of an atmospheric climate model with self-adapting grid and physics Intitute of Phyic Publihing Journal of Phyic: Conference Serie 16 (2005) 353 357 doi:10.1088/1742-6596/16/1/049 SciDAC 2005 Development of an atmopheric climate model with elf-adapting grid and phyic Joyce

More information

Prestack Migration/Imaging Using Synthetic Beam-Sources and Plane-Sources

Prestack Migration/Imaging Using Synthetic Beam-Sources and Plane-Sources Pretack Migration/Imaging Uing Synthetic Beam-Source and Plane-Source Ru-Shan Wu, Ling Chen and Yongzhong Wang Modeling and Imaging Laboratory, IGPP, Univerity of California, Santa Cruz, CA 95064, USA

More information

S&C Scada-Mate Switching Systems. Specifications for S&C Current Sensors

S&C Scada-Mate Switching Systems. Specifications for S&C Current Sensors Thi data heet provide pecification for S&C Current Senor particularly when the Scada-Mate Switch i ued in application where the RTU i upplied by other. S&C Scada-Mate Switche include integral enor for

More information

Stress-Blended Eddy Simulation (SBES) - A new Paradigm in hybrid RANS-LES Modeling

Stress-Blended Eddy Simulation (SBES) - A new Paradigm in hybrid RANS-LES Modeling Stre-Blended Eddy Simulation (SBES) - A new Paradigm in hybrid RANS-LES Modeling Menter F.R. ANSYS Germany GmbH Introduction It i oberved in many CFD imulation that RANS model how inherent technology limitation

More information

(12) Patent Application Publication (10) Pub. No.: US 2003/ A1

(12) Patent Application Publication (10) Pub. No.: US 2003/ A1 US 2003O196031A1 (19) United State (12) Patent Application Publication (10) Pub. No.: US 2003/0196031 A1 Chen (43) Pub. Date: Oct. 16, 2003 (54) STORAGE CONTROLLER WITH THE DISK Related U.S. Application

More information

3D SMAP Algorithm. April 11, 2012

3D SMAP Algorithm. April 11, 2012 3D SMAP Algorithm April 11, 2012 Baed on the original SMAP paper [1]. Thi report extend the tructure of MSRF into 3D. The prior ditribution i modified to atify the MRF property. In addition, an iterative

More information

A User-Attention Based Focus Detection Framework and Its Applications

A User-Attention Based Focus Detection Framework and Its Applications A Uer-Attention Baed Focu Detection Framework and It Application Chia-Chiang Ho, Wen-Huang Cheng, Ting-Jian Pan, Ja-Ling Wu Communication and Multimedia Laboratory, Department of Computer Science and Information

More information

Lecturer: Ivan Kassamakov, Docent Assistants: Risto Montonen and Anton Nolvi, Doctoral

Lecturer: Ivan Kassamakov, Docent Assistants: Risto Montonen and Anton Nolvi, Doctoral Lecturer: Ivan Kaamakov, Docent Aitant: Rito Montonen and Anton Nolvi, Doctoral tudent Coure webpage: Coure webpage: http://electronic.phyic.helinki.i/teaching/optic-06-/ Peronal inormation Ivan Kaamakov

More information

Lens Conventions From Jenkins & White: Fundamentals of Optics, pg 50 Incident rays travel left to right Object distance s + if left to vertex, - if

Lens Conventions From Jenkins & White: Fundamentals of Optics, pg 50 Incident rays travel left to right Object distance s + if left to vertex, - if Len Convention From Jenkin & White: Fundamental o Optic, pg 50 Incident ray travel let to right Object ditance + i let to vertex, - i right to vertex Image ditance ' + i right to vertex, - i let to vertex

More information

Robust object characterization from lensless microscopy videos

Robust object characterization from lensless microscopy videos Robut object characterization from lenle microcopy video Olivier Flaeur, Loïc Deni, Corinne Fournier, and Éric Thiébaut Univ Lyon, UJM-Saint-Etienne, CNRS, Intitut d Optique Graduate School, Laboratoire

More information

IMPLEMENTATION OF CHORD LENGTH SAMPLING FOR TRANSPORT THROUGH A BINARY STOCHASTIC MIXTURE

IMPLEMENTATION OF CHORD LENGTH SAMPLING FOR TRANSPORT THROUGH A BINARY STOCHASTIC MIXTURE Nuclear Mathematical and Computational Science: A Century in Review, A Century Anew Gatlinburg, Tenneee, April 6-, 003, on CD-ROM, American Nuclear Society, LaGrange Park, IL (003) IMPLEMENTATION OF CHORD

More information

Through the Diversity of Bandwidth-Related Metrics, Estimation Techniques and Tools: An Overview

Through the Diversity of Bandwidth-Related Metrics, Estimation Techniques and Tools: An Overview I. J. Computer Network and Information Security, 08, 8, -6 Publihed Oine Augut 08 in MECS (http://www.mec-pre.org/) DOI: 0.585/icni.08.08.0 Through the Diverity of Bandwidth-Related Metric, Etimation Technique

More information

Laboratory Exercise 6

Laboratory Exercise 6 Laboratory Exercie 6 Adder, Subtractor, and Multiplier The purpoe of thi exercie i to examine arithmetic circuit that add, ubtract, and multiply number. Each circuit will be decribed in Verilog and implemented

More information

Design of a Stewart Platform for General Machining Using Magnetic Bearings

Design of a Stewart Platform for General Machining Using Magnetic Bearings eign of a Stewart Platform for eneral Machining Uing Magnetic earing Jeff Pieper epartment of Mechanical and Manufacturing Engineering Univerity of algary algary lberta anada N N4 pieper@ucalgary.ca Preented

More information

Finite Elements Method in Split Hopkinson Pressure Bar developing process

Finite Elements Method in Split Hopkinson Pressure Bar developing process 6th WSEAS International Conference on SYSTEM SCIENCE and SIMULATION in ENGINEERING, Venice, Italy, November 1-3, 007 63 Finite Element Method in Split Hopkinon Preure Bar developing proce ROTARIU ADRIAN

More information

Analysis of Surface Wave Propagation Based on the Thin Layered Element Method

Analysis of Surface Wave Propagation Based on the Thin Layered Element Method ABSTACT : Analyi of Surface Wave Propagation Baed on the Thin ayered Element Method H. AKAGAWA 1 and S. AKAI 1 Engineer, Technical Centre, Oyo Corporation, Ibaraki, Japan Profeor, Graduate School of Engineering,

More information

A Hybrid Deployable Dynamic Traffic Assignment Framework for Robust Online Route Guidance

A Hybrid Deployable Dynamic Traffic Assignment Framework for Robust Online Route Guidance A Hybrid Deployable Dynamic Traffic Aignment Framework for Robut Online Route Guidance Sriniva Peeta School of Civil Engineering, Purdue Univerity Chao Zhou Sabre, Inc. Sriniva Peeta School of Civil Engineering

More information

Aalborg Universitet. Published in: Proceedings of the Working Conference on Advanced Visual Interfaces

Aalborg Universitet. Published in: Proceedings of the Working Conference on Advanced Visual Interfaces Aalborg Univeritet Software-Baed Adjutment of Mobile Autotereocopic Graphic Uing Static Parallax Barrier Paprocki, Martin Marko; Krog, Kim Srirat; Kritofferen, Morten Bak; Krau, Martin Publihed in: Proceeding

More information

Handling Degenerate Cases in Exact Geodesic Computation on Triangle Meshes

Handling Degenerate Cases in Exact Geodesic Computation on Triangle Meshes The Viual Computer manucript. (will be inerted b the editor) Yong-Jin Liu Qian-Yi Zhou Shi-Min Hu Degenerate Cae in Eact Geodeic Computation on Triangle Mehe Abtract The computation of eact geodeic on

More information

Research on Star Image Noise Filtering Based on Diffusion Model of Regularization Influence Function

Research on Star Image Noise Filtering Based on Diffusion Model of Regularization Influence Function 016 Sith International Conference on Intrumentation & Meaurement Computer Communication and Control Reearch on Star Image Noie Filtering Baed on Diffuion Model of Regularization Influence Function SunJianming

More information

Hassan Ghaziri AUB, OSB Beirut, Lebanon Key words Competitive self-organizing maps, Meta-heuristics, Vehicle routing problem,

Hassan Ghaziri AUB, OSB Beirut, Lebanon Key words Competitive self-organizing maps, Meta-heuristics, Vehicle routing problem, COMPETITIVE PROBABIISTIC SEF-ORGANIZING MAPS FOR ROUTING PROBEMS Haan Ghaziri AUB, OSB Beirut, ebanon ghaziri@aub.edu.lb Abtract In thi paper, we have applied the concept of the elf-organizing map (SOM)

More information

step. J.N. Fernando, J. Kriegseis and D.E. Rival

step. J.N. Fernando, J. Kriegseis and D.E. Rival On the eparated region behind a confined backward-facing tep J.N. Fernando, J. Kriegei and D.E. Rival Department of Mechanical and Manufacturing Engineering, Univerity of Calgary, Calgary, AB, Canada T2N

More information

(A)ATSR RE-ANALYSIS FOR CLIMATE - CLOUD CLEARING METHODOLOGY

(A)ATSR RE-ANALYSIS FOR CLIMATE - CLOUD CLEARING METHODOLOGY (A)ATSR RE-ANALYSIS FOR CLIMATE - CLOUD CLEARING METHODOLOGY Chri Old, Chri Merchant Univerity of Edinburgh, The Crew Building, Wet Main Road, Edinburgh, EH9 3JN, United Kingdom Email: cold@ed.ac.uk Email:

More information

SIMIT 7. Component Type Editor (CTE) User manual. Siemens Industrial

SIMIT 7. Component Type Editor (CTE) User manual. Siemens Industrial SIMIT 7 Component Type Editor (CTE) Uer manual Siemen Indutrial Edition January 2013 Siemen offer imulation oftware to plan, imulate and optimize plant and machine. The imulation- and optimizationreult

More information

Localized Minimum Spanning Tree Based Multicast Routing with Energy-Efficient Guaranteed Delivery in Ad Hoc and Sensor Networks

Localized Minimum Spanning Tree Based Multicast Routing with Energy-Efficient Guaranteed Delivery in Ad Hoc and Sensor Networks Localized Minimum Spanning Tree Baed Multicat Routing with Energy-Efficient Guaranteed Delivery in Ad Hoc and Senor Network Hanne Frey Univerity of Paderborn D-3398 Paderborn hanne.frey@uni-paderborn.de

More information

Lecture 14: Minimum Spanning Tree I

Lecture 14: Minimum Spanning Tree I COMPSCI 0: Deign and Analyi of Algorithm October 4, 07 Lecture 4: Minimum Spanning Tree I Lecturer: Rong Ge Scribe: Fred Zhang Overview Thi lecture we finih our dicuion of the hortet path problem and introduce

More information

Fast 3D Scanning with Automatic Motion Compensation

Fast 3D Scanning with Automatic Motion Compensation Fat 3D Scanning with Automatic Motion Compenation Thibaut Weie, Batian Leibe and Luc Van Gool Swi Federal Intitute of Technology ETH Zürich) Zürich, Switzerland {weie,leibe,vangool}@viion.ee.ethz.ch Abtract

More information

Analysis of slope stability

Analysis of slope stability Engineering manual No. 8 Updated: 02/2016 Analyi of lope tability Program: Slope tability File: Demo_manual_08.gt In thi engineering manual, we are going to how you how to verify the lope tability for

More information