A Consistent, User Friendly Interface for Running a Variety of Underwater Acoustic Propagation Codes
|
|
- Oliver Cain
- 5 years ago
- Views:
Transcription
1 Poceedings of ACOUSTICS 6 - Novembe 6, Chistchuch, New Zealand A Consistent, Use Fiendly Inteface fo Running a Vaiety of Undewate Acoustic Popagation Codes Alec J Duncan, Amos L Maggi Cente fo Maine Science and Technology, Cutin univesity of Technology ABSTRACT A numbe of undewate acoustic popagation modelling pogams have been placed in the public domain by thei authos. Diffeent pogams ae equied fo diffeent situations, but togethe they can pefom the majoity of common modelling tasks. All these pogams ae input file diven, but with diffeent file fomats, and each equies consideable time and effot to be expended in ode to wok out its specific equiements. The pogams also geneate output data in a numbe of diffeent fomats, making the setting up of softwae fo visualisation o futhe pocessing a time consuming pocess. Seveal yeas ago the Cente fo Maine Science and Technology publicly eleased a fee Gaphical Use Inteface (GUI) that povides a simple, consistent inteface fo unning the vaious popagation outines in the Acoustic Toolbox, a collection of undewate acoustic popagation modelling pogams witten by Mike Pote fom HLS Reseach. The GUI is witten in Matlab, and also povides a vaiety of output data visualisation tools. It povides eady access to pogams fo acoustic field calculation by nomal modes, wavenumbe integation, and ay and beam tacing, and can also compute eflection coefficients fo complicated layeed seabeds. These codes ae only suitable fo modelling ange-independent envionments, with the exception of the ay code which can handle ange-dependent bathymety. An expanded vesion of this inteface has ecently been eleased and can be downloaded fo fee fom CMST's web site. The pimay enhancement is to povide fully ange-dependent modelling though the inclusion of suppot fo the RAM family of paabolic equation codes witten by Mike Collins at the US Naval Reseach Laboatoy. This pape descibes the capabibilities of this new vesion of the GUI, and povides examples of its use. INTRODUCTION The complexity of undewate acoustic popagation makes numeical modelling an essential tool fo eseaches and an extemely desiable tool fo educatos, because in many cases modelling povides significant physical insight that isn t othewise available. A numbe of diffeent models have been developed ove the yeas, each with its own ange of applications, and many of them ae feely available ove the intenet. (See, fo example, Unfotunately these codes ae invaiably file diven, and only sketchily documented, making them a daunting pospect fo a new use, and definitely not something you can let the aveage student loose on. Seveal yeas ago the Cente fo Maine Science and Technology publicly eleased a fee Gaphical Use Inteface (GUI) that povides a simple, consistent inteface fo unning the vaious popagation outines in the Acoustic Toolbox, a collection of undewate acoustic popagation modelling pogams witten by Mike Pote fom HLS Reseach. The GUI is known as the Acoustic Toolbox Use Inteface (Ac- TUI V1.6). It is witten in Matlab, and also povides a vaiety of output data visualisation tools. The pogams suppoted by AcTUI V1.6 ae listed in Table 1. They include a high-fequency popagation code (BELLHOP) that can handle ange-dependent bathymety (but not sound speed), and seveal low-fequency, angeindependent codes (KRAKEN o KRAKENC togethe with FIELD, and SCOOTER togethe with FIELDS). Acoustic Toolbox Use inteface and Post pocesso (AcTUP V.l), addesses the fist of these poblems though suppot fo two customised vesions of the Range-dependent Acoustic Model (RAM) witten by Mike Collins fom the US Naval Reseach Laboatoy. RAM is an extemely efficient paabolic equation (PE) code that copes natually with angedependent envionments and ovecomes the pinciple limitation of the PE method: lack of accuacy fo enegy popagating at lage angles to the hoizontal (Collins 199, Collins 1993, Collins 1999). It is hoped to addess the lack of a fully ange-dependent high-fequency code in the nea futue though the povision of a fully ange-dependent vesion of BELLHOP. This pogam is cuently unde development at CMST. AcTUP V.l includes the following additional featues: Compatibility with the 6 elease of Mike Pote s Acoustic Toolbox (Pote, 5). A edesigned Run Definition class combining model envionment and popagation paametes into a single stuctue. This offes inceased obustness, facilitating full documentation and ecovey of all model paametes. Ability to set up batch uns of one o moe popagation codes using the same use fiendly inteface used fo single uns. A edesigned and moe connected use inteface to cope with the significantly expanded functionality. See Table 1 fo a full list of the codes suppoted by AcTUP V.l. The biggest limitation of AcTUI V1.6 is the lack of suppot fo a low-fequency, ange-dependent code, although a fully ange-dependent high-fequency code would also be useful. The latest public elease of the GUI, which is known as the Acoustics 6 471
2 - Novembe 6, Chistchuch, New Zealand Poceedings of ACOUSTICS 6 Table 1 Popagation codes suppoted by AcTUI V1.6 and AcTUP V.l. Name Desciption V1.6 V.l BELLHOP Beam tacing pogam Y Y BOUNCE Plane wave eflection Y Y coefficient fo layeed seabeds FIELD Used with KRAKEN o Y * Y KRAKENC to compute tansmission loss fo ange-independent envionments. FIELDS Used with SCOOTER to Y * Y compute tansmission loss fo ange-independent envionments. (Wavenumbe integation by fast-field method) KRAKEN Real nomal modes Y Y KRAKENC Complex nomal modes Y Y RAMGEO Low fequency tansmission N Y loss in ange- dependent envionments - fluid seabeds. RAMSGEO Low fequency tansmission N Y loss in ange- dependent envionments - elastic seabeds. SCOOTER Computes depth dependent Geens function (hoizontal wavenumbe spectum) fo angeindependent envionments. Y Y Y * indicates specified code is included but is un automatically when one of the associated codes is un and doesn t appea explicitly on the menus. THEORY This section is a vey bief intoduction to the theoetical basis of the vaious popagation models suppoted by AcTUP V.l. A detailed account can be found in Jensen et. al., (). All acoustic popagation codes ae ultimately based on the wave equation: (, 1 1 p ρ (, t ) p(, = f (, ρ (, c( ) t Hee ρ is density, p is pessue, t is time, is the position vecto, is the spatial gadient opeato, c is the sound speed in the medium, and f is a focing tem which epesents the acoustic souces. In most situations in ocean acoustics changes in density occu ove elatively lage spatial scales, apat fom at boundaies between media (eg. at the seabed) whee the density is effectively discontinuous. In this case, within a single medium, educes to the moe familia fom: () (, p p (, 1 = f (, () c t Changes in media can be handled by solving () independently in each medium, and using continuity conditions between media (usually continuity of pessue and nomal velocity) to evaluate unknown coefficients. Unfotunately () involves fou independent vaiables (thee spatial and time), and diect numeical solution using finite diffeence o finite element techniques is impactical except in situations whee the computation domain is a elatively small numbe of acoustic wavelengths in size. Most poblems of pactical inteest in undewate acoustics involve computational domains seveal odes of magnitude lage than this, so it is necessay to educe the dimensionality of the poblem, and to intoduce assumptions that allow the use of moe efficient numeical techniques. All of the codes discussed hee stat by assuming a hamonic iωt focing tem and pessue, i.e.: f (, = f ( ) e and iωt ( = p( ) e p, whee ω is the angula fequency. Substitution into () leads to the Helmholtz equation: ( ) + k( ) p( ) f ( ) p = (3) whee ω k() = is the acoustic wavenumbe. Equation c() (3) has the advantage that it can be solved one fequency at a time, making it moe tactable than (), paticulaly if the solution is only equied at a single fequency o ove a small ange of fequencies. Acoustic popagation poblems often involve point souces and have cylindical symmety, o at least have envionments that vay slowly enough in azimuth that the azimuth dependence can be ignoed when computing the tansmission in a paticula diection. In this case = (, z), whee is the hoizontal ange and z is depth, 1 = +,.and (3) now has only two independent vaiables. Howeve, fo many undewate acoustic z poblems the solution of even this two-dimensional equation equies too much numeical effot, and futhe assumptions ae necessay. Thee ae a numbe of options: Depth sepaated Helmholtz equation If we assume that the envionment is ange-independent then the sound speed and bounday conditions ae functions of z only. If we futhe assume a single point souce at z = zs, =, we can sepaate (3) into depth and ange equations: d p dz and p ( k, z) + ( k k ) p( k, z) = Aδ ( z z ) ( z ) = p ( k, z ) J ( k ), k dk whee k is a sepaation constant that tuns out to be the hoizontal component of the wave vecto, and p( k, z) is the solution of (4) fo a given k. A plot of p( k, z) against k fo a paticula depth is known as the hoizontal wavenumbe spectum, and if A = 1/ π it is called the depth dependent Geens function. A is a constant that depends on the amplitude of the souce, δ is the Diac delta function, and J is the Bessel function of the fist kind of zeo ode. s (4) (5) 47 Acoustics 6
3 Poceedings of ACOUSTICS 6 Thee ae two ways of solving these equations. The fist is numeical solution of (4) fo vaious values of k, followed by numeical integation of (5). This is the wavenumbe integation method used by SCOOTER/FIELDS. SCOOTER solves (4), and FIELDS caies out the integation in (5) using an appoximation, valid moe than a few wavelengths fom the souce, that allows (5) to be evaluated by a Fast Fouie Tansfom. This is known as the fast-field method. The esult is an accuate and easonably efficient method of solving ange-independent poblems that can deal with seabeds compising abitay fluid and elastic layes. The second method is to find the nomal modes of (4). These ae the values of k = k that esult in non-tivial solutions of the m homogeneous fom of (4), i.e. (4) with a ight hand side of zeo, and coespond to the poles of the hoizontal wavenumbe spectum. The coesponding solutions to (4), Ψ m ( z) = p( km, z), ae known as mode functions. Unde these conditions the integation in (5) educes to a summation ove the poducts of the mode functions evaluated at the souce and eceive depths: i = Ψ (6) ρ (, z) 4 ( z ) = p s m 1 m ( z ) Ψ ( z) H ( k ) s m whee H is the Hankel function of the fist kind of ode zeo. This esults in an extemely efficient method of solution of ange-independent poblems because the mode functions only have to be evaluated once, and then the pessue can be evaluated at any ange by using a simple summation. The main disadvantage of this method is that the nomal modes only account fo enegy that is tapped within the waveguide by total intenal eflection, so mode solutions tend to be inaccuate at shot ange whee enegy that is only patially eflected fom the seabed is significant. KRAKEN finds the nomal modes and mode functions by looking fo eal values of k, wheeas KRAKENC seaches m fo the equied values of k m in the complex plane. The seach along the eal axis is a much easie numeical poblem than the complex plane seach, but limits the envionments that KRAKEN can deal with to those without elastic seabed layes (an elastic halfspace is OK though). The complex plane seach caied out by KRAKENC allows it to deal with elastic layes and also to account fo some of the patially eflected enegy though what ae called leaky modes. Leaky modes coespond to values of k m that lie off the eal axis even in the absence of seabed attenuation. Howeve, KRAKENC doesn t always find all of the modes, which can lead to significant eos. The mode functions computed by eithe of these pogams can be used by FIELD, which evaluates the pessue using (6). It is also possible to extend the nomal mode method to ange-dependent poblems by evaluating the modes at diffeent anges and then using one of two methods fo detemining how the mode amplitudes at one ange depend on those at pevious anges. The adiabatic mode method assumes enegy emains in a given mode, wheeas the moe computationally intensive coupled mode method allows enegy to couple between modes. Range-dependent nomal modes ae not cuently suppoted by AcTUP. Ray and beam methods These methods ae based on assuming the following fom fo the pessue: iωτ ( ) () B() e p = (7) m whee B ( ) and ( ) - Novembe 6, Chistchuch, New Zealand τ ae slowly vaying functions of position along a paticula ay. This can be shown to be a high fequency assumption. Substitution into (3) and consideable mathematical manipulation (see Jensen et. al. fo details), leads to the following vecto equation, which can be numeically integated to obtain the ay paths: d 1 d 1 = c (8) ds c ds c Hee s is the distance along the ay. In the ay appoach the amplitude of the signal is detemined by consideing changes in the aea delineated by adjacent ays, howeve this leads to a pediction of infinite amplitude when ays coss (i.e. at caustics), and zeo amplitude in egions whee no ays penetate (shadow zones). The beam appoach, on the othe hand, consides each ay to be the cente of a beam with a (usually) Gaussian intensity pofile and computes the signal by summing the contibutions of all beams with significant amplitude at the eceive location. Beam codes educe poblems with caustics and shadow zones and can be used at lowe fequencies than ay codes. Howeve, they ae still inheently high fequency codes. BELLHOP is a beam code of this type. It can be un using eithe beams with a Gaussian intensity pofile, o beams with a tiangula pofile that simulate a standad ay code. BELLHOP equies a bottom eflection coefficient file, which AcTUP geneates automatically by unning anothe pogam fom the Acoustic Toolbox, BOUNCE, which calculates the plane wave eflection coefficient of a layeed seabed. BELLHOP can also ead in a bathymety file that specifies the wate depth as a function of ange, which allows it to handle some ange dependence. Paabolic equation The paabolic equation (PE) method assumes a solution in the fom of an outgoing cylindical wave: p( ) =ψ (, z) H ( k) whee (, z) (9) ψ is assumed to be a slowly vaying function of ange, and k is a efeence wavenumbe. Substituting into the homogeneous (zeo.h.s.) fom of (3) and making the futhe assumption that enegy is popagating at small angles to the hoizontal (the paaxial appoximation) leads to the standad paabolic equation: ik ψ ψ c + + k 1 = ψ z c whee c is the efeence sound speed coesponding to k. This equation is only fist ode in ange and, given the field at one ange, can be eadily integated to obtain the field at a subsequent ange. This leads to an efficient ange maching algoithm. Although is only accuate fo popagation at angles close to the hoizontal, ecent developments have led to PE algoithms that elax this estiction to the point whee it is no longe an impediment. The Range-dependent Acoustic Model (RAM) developed by Mike Collins (Collins 1993) implements an extemely efficient algoithm that allows a tade-off between the ange of Acoustics 6 473
4 - Novembe 6, Chistchuch, New Zealand Poceedings of ACOUSTICS 6 popagation angles that can be accuately modelled, and computation speed. This tade-off is implemented though the use specifying the numbe of tems to use in a Padé expansion that appeas in the equations. Moe tems give accuacy ove a wide ange of angles but esult in longe computation times. RAM comes in seveal vaiants: RAM - fluid seabeds, seabed layeing specified elative to the wate suface. (Stata ae hoizontal.) RAMGeo - fluid seabeds, seabed layeing specified elative to the seabed. (Stata follow bathymety.) RAMS - As fo RAM but can handle elastic seabeds. RAMSuf - as fo RAMGeo, but also inputs a file specifying the height of the top bounday of the wate column as a function of ange. RAMGeo is moe consistent than RAM with the way in which BELLHOP handles ange-dependent bathymety, and was theefoe selected fo use with AcTUP. The vesion supplied with AcTUP has been modified by CMST to poduce an additional output file that AcTUP can convet to the standad Shade file fomat used by the acoustic toolbox outines. To allow fo modelling situations whee shea wave popagation in the seabed is impotant, CMST developed a modified vesion of RAMS that uses the same seabed laye specification method as RAMGeo. This is known as RAMSGeo. This pogam equied significant modifications to be made to the oiginal code and, although it has been tested successfully on a numbe of standad poblems, should be used with a cetain degee of caution. ACOUSTIC TOOLBOX USER INTERFACE AND POST-PROCESSOR (ACTUP) Pinciple of opeation A simplified block diagam of the way AcTUP woks is shown in Figue 1. The envionment and code paamete edito allows the use to load, modify, and save the envionment specification (sound speed pofiles, seabed chaacteistics etc.) and othe paametes elating to the popagation calculation (souce and eceive depths, eceive anges etc.). This block also allows the use to specify the popagation code that will be un, and any paametes that ae specific to that popagation code. All of this infomation is saved in the un definition file. The code engine uses the infomation in the un definition to wite the input file that is equied by the popagation code that it has been told to un. In some cases the un definition will equie seveal codes to be un in sequence (eg. BOUNCE then BELLHOP, o KRAKEN followed by FIELD), in which case seveal input files will be equied. The next step is fo the code engine to un the popagation codes in the equied sequence. The codes ae compiled.exe files and ae un using Matlab s! command. The popagation code(s) will poduce one o moe output files. The post pocesso includes an extensive set of outines fo eading the output files and plotting the esults. Use inteface AcTUP is menu diven, and most paametes ae enteed via dialog boxes. The exceptions to this ae sound speed pofiles, which can eithe be enteed into a dialog box o ead fom a file, and bathymety, which is always ead fom a file. Figue 1. Simplified block diagam of the opeation of Ac- TUP Cae has been taken to use detailed pompts in an attempt to make the opeation of the pogam as intuitive as possible. The fist item on the main menu shown in Figue povides access to the envionment and code paamete edito. The edito has changed substantially since AcTUI V1.6, patly to suppot ange-dependent envionments and patly to logically sepaate editing of the envionment (sound speed pofiles, wate depth and seabed geoacoustic popeties) fom editing of code-independent popagation un paametes (souce depth, eceive depths, anges, etc.). Code-dependent paametes ae now also specified by way of this edito, athe than at un-time as was the case in the ealie vesion. All paametes ae now saved as pat of the un definition, allowing much impoved epoducibility and documentation of uns compaed to the ealie vesion, which didn t save the code-dependent paametes. Whee multiple paamete values ae allowed they can be specified using any valid Matlab vecto specification. Fo example, specifying the fequency as 1:.5:5 would un the popagation code(s) at.5 Hz intevals fom 1 Hz to 5 Hz. The same method can be used to specify eceive depths. Fully ange-dependent envionments ae handled though the intoduction of an envionment aay, which is simply a numbe of envionment specifications, each coesponding to a paticula ange. The envionment aay edito window is shown in Figue 3 and includes a list of cuently specified envionments and contols fo editing, inseting, deleting and moving individual envionments. Thee envionments have been specified in the example shown hee, coesponding to anges of m, 1m, and 5m. AcTUP can automatically linealy intepolate between these envionments and output intepolated wate column and seabed sound speed pofiles to the popagation code. This can significantly impove the accuacy of esults calculated with the RAM vaiants because they assume step changes in wate column and seabed popeties at the anges at which they ae specified. In the exam- 474 Acoustics 6
5 Poceedings of ACOUSTICS 6 - Novembe 6, Chistchuch, New Zealand ple shown hee the pofiles will be intepolated and output to the popagation code at a 1m ange inteval. Figue 4. Envionment edito menu Figue. Main menu folde. This povides a simple way of setting up batch uns of abitay combinations of codes and paametes and is useful, fo example, fo unning a seies of time consuming calculations ovenight. Note that it is not necessay to use this option if fequency is the only paamete to be vaied, as this is handled moe simply by specifying a vecto of fequencies in the un definition. AcTUP includes an extensive set of plotting tools, which ae accessed via the plotting tools menu shown in Figue 5. These tools povide a simple and vey flexible way of visualising the esults of popagation code calculations, including tansmission loss plots and plots of intemediate esults such as mode shapes, depth-dependent Geens functions, and seabed eflection coefficients. EXAMPLE AcTUP can be used fo a wide vaiety of acoustic popagation poblems, so the choice of an example to demonstate its capabilities is athe abitay. The example chosen fo this pape is based on the sound speed field and bathymety shown in Figue 6. The sound speed field coesponds to a notional wam coe eddy in the uppe 5m of the wate column. Figue 3. Envionment aay edito window Individual envionments ae specified as a seies of layes in the same way as in ealie vesions. An example of the envionment edito window is shown in Figue 4, and has a vey simila layout and set of contols to the envionment aay edito window. The popeties of each laye ae specified as a function of depth fom the top of that laye. The wate depth is taken fom a bathymety file if one is specified, othewise the maximum depth given in the fist laye is used. The tansmission loss plots shown in figues 7 and 8 wee calculated using RAMGeo fo a fequency of 6 Hz, a souce depth of 1m and a fluid seabed with a sound speed of 1749 m.s -1, a density of 1941 kg.m -3 and no absoption. Figue 7 was calculated fo the ange-independent sound speed by applying the m ange sound speed pofile at all anges. Figue 8 is the fully ange-dependent esult. Figue 9 is a ay tace computed using BELLHOP fo the ange-independent sound speed case (BELLHOP can t deal with angedependent sound speed). The main menu shown in Figue includes thee un options that utilise the code engine shown in the block diagam in Figue 1. The Run Cuent model fo ACTIVE Popagation Code option is the most commonly used and uns the cuently specified popagation code using the paametes in the cuent un definition. The Run Cuent Model fo ALL Popagation Codes option uns all popagation codes using the paametes in the cuent un definition and is mainly included fo testing the opeation of the inteface. The Run Model(s) fom File(s) option uns the models and paametes specified by all the un definitions in a use specified Acoustics 6 475
6 - Novembe 6, Chistchuch, New Zealand Poceedings of ACOUSTICS 6 Figue 7. Tansmission loss at 6 Hz calculated using RAMGeo fo ange-independent sound speed pofile. Figue 5. Post pocessing menu Figue 8. Tansmission loss at 6 Hz calculated using RAMGeo fo ange-dependent sound speed pofile shown in Figue 6. Figue 6. Sound speed and bathymety fo ange-dependent example. Shading epesents sound speed, line epesents bathymety. Figue 9. Ray tace computed using BELLHOP fo the ange-independent sound speed pofile. Compaing figues 7 and 8 shows that the eddy significantly inceases the tansmission loss in the uppe 5 m of the wate column fo anges between 14 km and 4 km, but educes the tansmission loss at slightly deepe depths. This is because the uppe tuning points of the ay paths ae depessed by the wame wates of the eddy. Rangeindependent codes, and codes that can only handle angedependent bathymety, would not show this effect. 476 Acoustics 6
7 Poceedings of ACOUSTICS 6 CONCLUSIONS The elease of AcTUP V.l adds fully ange-dependent low fequency undewate acoustic popagation modelling to the aay of modelling tools povided by its pedecesso, AcTUI V1.6. The impoved inteface geatly simplifies the task of unning acoustic popagation models, especially when uns at multiple fequencies ae equied o whee it is desiable to apply seveal diffeent popagation codes to the same poblem. As was the case with its pedecesso, the inteface will be extemely useful as an educational tool as it allows students and instuctos to quickly and easily un a vaiety of popagation codes on poblems designed to highlight diffeent aspects of the physics of undewate acoustic popagation. The inteface will also be useful fo eseaches in undewate acoustics, paticulaly because it povides a quick and easy way of obtaining a fist look at a popagation poblem. In many cases it will be the only tool equied, but it is not a panacea: the desie to make the inteface as staightfowad as possible fo the aveage use has esulted in some loss of flexibility, and thee will be situations whee specialist modelles will need to wite thei own inteface code in ode to cay out a specific task. Thee is a substantial wish list of potential impovements to AcTUP that will be implemented ove time. Chief of these ae: Suppot fo a fully ange-dependent high fequency code. It is hoped to have a fully ange-dependent vesion of BELLHOP developed and incopoated into the inteface ealy in 7. Suppot fo coupled and adiabatic ange-dependent nomal mode codes. FIELD has the capability to compute tansmission loss in ange-dependent envionments, by - Novembe 6, Chistchuch, New Zealand eithe of these methods, using modes computed by KRAKEN o KRAKENC at a numbe of diffeent anges. Howeve, this capability is not suppoted by AcTUP V.l. Pe-pocessing functions to ead envionment data fom standad data bases and fom standad field data file fomats. AcTUP V.l can be downloaded fom the Cente fo Maine Science and technology web site: ACKNOWLEDGEMENTS The development of AcTUP V.l would not have been possible without financial suppot fom the Defence Science and Technology Oganisation (DSTO). REFERENCES Collins, M. D. 199, A self-state fo the paabolic equation method, J. Acoust. Soc. Am., 9 (4), Octobe 199, pp Collins, M. D. 1993, A split-step Padé solution fo the paabolic equation method, J. Acoust. Soc. Am., 93 (4), Apil 1993, pp Collins, M. D. 1999, Uses Guide fo RAM vesions 1. and 1.p. ftp://ftp.ccs.nl.navy.mil/pub/am/ram/am.ps Jensen, F. B., Kupeman, W. A., Pote, M. B., and Schmidt, H., Computational Ocean Acoustics, Spinge- Velag, New Yok, ISBN Pote, M. B., 5, Acoustic Toolbox, ox/ Acoustics 6 477
Detection and Recognition of Alert Traffic Signs
Detection and Recognition of Alet Taffic Signs Chia-Hsiung Chen, Macus Chen, and Tianshi Gao 1 Stanfod Univesity Stanfod, CA 9305 {echchen, macuscc, tianshig}@stanfod.edu Abstact Taffic signs povide dives
More informationConservation Law of Centrifugal Force and Mechanism of Energy Transfer Caused in Turbomachinery
Poceedings of the 4th WSEAS Intenational Confeence on luid Mechanics and Aeodynamics, Elounda, Geece, August 1-3, 006 (pp337-34) Consevation Law of Centifugal oce and Mechanism of Enegy Tansfe Caused in
More informationA Mathematical Implementation of a Global Human Walking Model with Real-Time Kinematic Personification by Boulic, Thalmann and Thalmann.
A Mathematical Implementation of a Global Human Walking Model with Real-Time Kinematic Pesonification by Boulic, Thalmann and Thalmann. Mashall Badley National Cente fo Physical Acoustics Univesity of
More informationOptical Flow for Large Motion Using Gradient Technique
SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol. 3, No. 1, June 2006, 103-113 Optical Flow fo Lage Motion Using Gadient Technique Md. Moshaof Hossain Sake 1, Kamal Bechkoum 2, K.K. Islam 1 Abstact: In this
More informationModule 6 STILL IMAGE COMPRESSION STANDARDS
Module 6 STILL IMAE COMPRESSION STANDARDS Lesson 17 JPE-2000 Achitectue and Featues Instuctional Objectives At the end of this lesson, the students should be able to: 1. State the shotcomings of JPE standad.
More informationImage Enhancement in the Spatial Domain. Spatial Domain
8-- Spatial Domain Image Enhancement in the Spatial Domain What is spatial domain The space whee all pixels fom an image In spatial domain we can epesent an image by f( whee x and y ae coodinates along
More informationA Memory Efficient Array Architecture for Real-Time Motion Estimation
A Memoy Efficient Aay Achitectue fo Real-Time Motion Estimation Vasily G. Moshnyaga and Keikichi Tamau Depatment of Electonics & Communication, Kyoto Univesity Sakyo-ku, Yoshida-Honmachi, Kyoto 66-1, JAPAN
More informationMulti-azimuth Prestack Time Migration for General Anisotropic, Weakly Heterogeneous Media - Field Data Examples
Multi-azimuth Pestack Time Migation fo Geneal Anisotopic, Weakly Heteogeneous Media - Field Data Examples S. Beaumont* (EOST/PGS) & W. Söllne (PGS) SUMMARY Multi-azimuth data acquisition has shown benefits
More informationSegmentation of Casting Defects in X-Ray Images Based on Fractal Dimension
17th Wold Confeence on Nondestuctive Testing, 25-28 Oct 2008, Shanghai, China Segmentation of Casting Defects in X-Ray Images Based on Factal Dimension Jue WANG 1, Xiaoqin HOU 2, Yufang CAI 3 ICT Reseach
More informationJournal of World s Electrical Engineering and Technology J. World. Elect. Eng. Tech. 1(1): 12-16, 2012
2011, Scienceline Publication www.science-line.com Jounal of Wold s Electical Engineeing and Technology J. Wold. Elect. Eng. Tech. 1(1): 12-16, 2012 JWEET An Efficient Algoithm fo Lip Segmentation in Colo
More informationControlled Information Maximization for SOM Knowledge Induced Learning
3 Int'l Conf. Atificial Intelligence ICAI'5 Contolled Infomation Maximization fo SOM Knowledge Induced Leaning Ryotao Kamimua IT Education Cente and Gaduate School of Science and Technology, Tokai Univeisity
More informationAll lengths in meters. E = = 7800 kg/m 3
Poblem desciption In this poblem, we apply the component mode synthesis (CMS) technique to a simple beam model. 2 0.02 0.02 All lengths in metes. E = 2.07 10 11 N/m 2 = 7800 kg/m 3 The beam is a fee-fee
More informationa Not yet implemented in current version SPARK: Research Kit Pointer Analysis Parameters Soot Pointer analysis. Objectives
SPARK: Soot Reseach Kit Ondřej Lhoták Objectives Spak is a modula toolkit fo flow-insensitive may points-to analyses fo Java, which enables expeimentation with: vaious paametes of pointe analyses which
More information5 4 THE BERNOULLI EQUATION
185 CHATER 5 the suounding ai). The fictional wok tem w fiction is often expessed as e loss to epesent the loss (convesion) of mechanical into themal. Fo the idealied case of fictionless motion, the last
More information(a, b) x y r. For this problem, is a point in the - coordinate plane and is a positive number.
Illustative G-C Simila cicles Alignments to Content Standads: G-C.A. Task (a, b) x y Fo this poblem, is a point in the - coodinate plane and is a positive numbe. a. Using a tanslation and a dilation, show
More informationADDING REALISM TO SOURCE CHARACTERIZATION USING A GENETIC ALGORITHM
ADDING REALISM TO SOURCE CHARACTERIZATION USING A GENETIC ALGORITHM Luna M. Rodiguez*, Sue Ellen Haupt, and Geoge S. Young Depatment of Meteoology and Applied Reseach Laboatoy The Pennsylvania State Univesity,
More informationLecture # 04. Image Enhancement in Spatial Domain
Digital Image Pocessing CP-7008 Lectue # 04 Image Enhancement in Spatial Domain Fall 2011 2 domains Spatial Domain : (image plane) Techniques ae based on diect manipulation of pixels in an image Fequency
More informationIllumination methods for optical wear detection
Illumination methods fo optical wea detection 1 J. Zhang, 2 P.P.L.Regtien 1 VIMEC Applied Vision Technology, Coy 43, 5653 LC Eindhoven, The Nethelands Email: jianbo.zhang@gmail.com 2 Faculty Electical
More informationIP Network Design by Modified Branch Exchange Method
Received: June 7, 207 98 IP Netwok Design by Modified Banch Method Kaiat Jaoenat Natchamol Sichumoenattana 2* Faculty of Engineeing at Kamphaeng Saen, Kasetsat Univesity, Thailand 2 Faculty of Management
More informationHaptic Glove. Chan-Su Lee. Abstract. This is a final report for the DIMACS grant of student-initiated project. I implemented Boundary
Physically Accuate Haptic Rendeing of Elastic Object fo a Haptic Glove Chan-Su Lee Abstact This is a final epot fo the DIMACS gant of student-initiated poject. I implemented Bounday Element Method(BEM)
More informationA Shape-preserving Affine Takagi-Sugeno Model Based on a Piecewise Constant Nonuniform Fuzzification Transform
A Shape-peseving Affine Takagi-Sugeno Model Based on a Piecewise Constant Nonunifom Fuzzification Tansfom Felipe Fenández, Julio Gutiéez, Juan Calos Cespo and Gacián Tiviño Dep. Tecnología Fotónica, Facultad
More informationFrequency Domain Approach for Face Recognition Using Optical Vanderlugt Filters
Optics and Photonics Jounal, 016, 6, 94-100 Published Online August 016 in SciRes. http://www.scip.og/jounal/opj http://dx.doi.og/10.436/opj.016.68b016 Fequency Domain Appoach fo Face Recognition Using
More informationIP Multicast Simulation in OPNET
IP Multicast Simulation in OPNET Xin Wang, Chien-Ming Yu, Henning Schulzinne Paul A. Stipe Columbia Univesity Reutes Depatment of Compute Science 88 Pakway Dive South New Yok, New Yok Hauppuage, New Yok
More informationPositioning of a robot based on binocular vision for hand / foot fusion Long Han
2nd Intenational Confeence on Advances in Mechanical Engineeing and Industial Infomatics (AMEII 26) Positioning of a obot based on binocula vision fo hand / foot fusion Long Han Compute Science and Technology,
More informationAny modern computer system will incorporate (at least) two levels of storage:
1 Any moden compute system will incopoate (at least) two levels of stoage: pimay stoage: andom access memoy (RAM) typical capacity 32MB to 1GB cost pe MB $3. typical access time 5ns to 6ns bust tansfe
More informationAn Unsupervised Segmentation Framework For Texture Image Queries
An Unsupevised Segmentation Famewok Fo Textue Image Queies Shu-Ching Chen Distibuted Multimedia Infomation System Laboatoy School of Compute Science Floida Intenational Univesity Miami, FL 33199, USA chens@cs.fiu.edu
More informationTransmission Lines Modeling Based on Vector Fitting Algorithm and RLC Active/Passive Filter Design
Tansmission Lines Modeling Based on Vecto Fitting Algoithm and RLC Active/Passive Filte Design Ahmed Qasim Tuki a,*, Nashien Fazilah Mailah b, Mohammad Lutfi Othman c, Ahmad H. Saby d Cente fo Advanced
More informationUser Specified non-bonded potentials in gromacs
Use Specified non-bonded potentials in gomacs Apil 8, 2010 1 Intoduction On fist appeaances gomacs, unlike MD codes like LAMMPS o DL POLY, appeas to have vey little flexibility with egads to the fom of
More informationMonte Carlo Techniques for Rendering
Monte Calo Techniques fo Rendeing CS 517 Fall 2002 Compute Science Conell Univesity Announcements No ectue on Thusday Instead, attend Steven Gotle, Havad Upson Hall B17, 4:15-5:15 (efeshments ealie) Geomety
More informationTopic -3 Image Enhancement
Topic -3 Image Enhancement (Pat 1) DIP: Details Digital Image Pocessing Digital Image Chaacteistics Spatial Spectal Gay-level Histogam DFT DCT Pe-Pocessing Enhancement Restoation Point Pocessing Masking
More informationImprovement of First-order Takagi-Sugeno Models Using Local Uniform B-splines 1
Impovement of Fist-ode Takagi-Sugeno Models Using Local Unifom B-splines Felipe Fenández, Julio Gutiéez, Gacián Tiviño and Juan Calos Cespo Dep. Tecnología Fotónica, Facultad de Infomática Univesidad Politécnica
More informationExtract Object Boundaries in Noisy Images using Level Set. Final Report
Extact Object Boundaies in Noisy Images using Level Set by: Quming Zhou Final Repot Submitted to Pofesso Bian Evans EE381K Multidimensional Digital Signal Pocessing May 10, 003 Abstact Finding object contous
More informationView Synthesis using Depth Map for 3D Video
View Synthesis using Depth Map fo 3D Video Cheon Lee and Yo-Sung Ho Gwangju Institute of Science and Technology (GIST) 1 Oyong-dong, Buk-gu, Gwangju, 500-712, Republic of Koea E-mail: {leecheon, hoyo}@gist.ac.k
More informationModelling, simulation, and performance analysis of a CAN FD system with SAE benchmark based message set
Modelling, simulation, and pefomance analysis of a CAN FD system with SAE benchmak based message set Mahmut Tenuh, Panagiotis Oikonomidis, Peiklis Chachalakis, Elias Stipidis Mugla S. K. Univesity, TR;
More informationIntroduction to Medical Imaging. Cone-Beam CT. Introduction. Available cone-beam reconstruction methods: Our discussion:
Intoduction Intoduction to Medical Imaging Cone-Beam CT Klaus Muelle Available cone-beam econstuction methods: exact appoximate Ou discussion: exact (now) appoximate (next) The Radon tansfom and its invese
More informationA New and Efficient 2D Collision Detection Method Based on Contact Theory Xiaolong CHENG, Jun XIAO a, Ying WANG, Qinghai MIAO, Jian XUE
5th Intenational Confeence on Advanced Mateials and Compute Science (ICAMCS 2016) A New and Efficient 2D Collision Detection Method Based on Contact Theoy Xiaolong CHENG, Jun XIAO a, Ying WANG, Qinghai
More informationShortest Paths for a Two-Robot Rendez-Vous
Shotest Paths fo a Two-Robot Rendez-Vous Eik L Wyntes Joseph S B Mitchell y Abstact In this pape, we conside an optimal motion planning poblem fo a pai of point obots in a plana envionment with polygonal
More informationAssessment of Track Sequence Optimization based on Recorded Field Operations
Assessment of Tack Sequence Optimization based on Recoded Field Opeations Matin A. F. Jensen 1,2,*, Claus G. Søensen 1, Dionysis Bochtis 1 1 Aahus Univesity, Faculty of Science and Technology, Depatment
More informationA VECTOR PERTURBATION APPROACH TO THE GENERALIZED AIRCRAFT SPARE PARTS GROUPING PROBLEM
Accepted fo publication Intenational Jounal of Flexible Automation and Integated Manufactuing. A VECTOR PERTURBATION APPROACH TO THE GENERALIZED AIRCRAFT SPARE PARTS GROUPING PROBLEM Nagiza F. Samatova,
More informationProf. Feng Liu. Fall /17/2016
Pof. Feng Liu Fall 26 http://www.cs.pdx.edu/~fliu/couses/cs447/ /7/26 Last time Compositing NPR 3D Gaphics Toolkits Tansfomations 2 Today 3D Tansfomations The Viewing Pipeline Mid-tem: in class, Nov. 2
More informationTowards Adaptive Information Merging Using Selected XML Fragments
Towads Adaptive Infomation Meging Using Selected XML Fagments Ho-Lam Lau and Wilfed Ng Depatment of Compute Science and Engineeing, The Hong Kong Univesity of Science and Technology, Hong Kong {lauhl,
More informationPrioritized Traffic Recovery over GMPLS Networks
Pioitized Taffic Recovey ove GMPLS Netwoks 2005 IEEE. Pesonal use of this mateial is pemitted. Pemission fom IEEE mu be obtained fo all othe uses in any cuent o futue media including epinting/epublishing
More information10/29/2010. Rendering techniques. Global Illumination. Local Illumination methods. Today : Global Illumination Modules and Methods
Rendeing techniques Compute Gaphics Lectue 10 Can be classified as Local Illumination techniques Global Illumination techniques Global Illumination 1: Ray Tacing and Radiosity Taku Komua 1 Local Illumination
More informationHigh Performance Computing on GPU for Electromagnetic Logging
Intenational Confeence "Paallel and Distiuted Computing Systems" High Pefomance Computing on GPU fo lectomagnetic Logging Glinskikh V.N. Kontoovich A.. pov M.I. Tofimuk Institute of Petoleum Geology and
More informationCentre for Marine Science & Technology. AcTUP v2.2l α. Acoustic Toolbox User-interface & Post-processor. Installation & User Guide
Centre for Marine Science & Technology AcTUP v2.2l α Acoustic Toolbox User-interface & Post-processor Installation & User Guide Amos L Maggi & Alec J Duncan α the l designation indicates the limited or
More informationCardiac C-Arm CT. SNR Enhancement by Combining Multiple Retrospectively Motion Corrected FDK-Like Reconstructions
Cadiac C-Am CT SNR Enhancement by Combining Multiple Retospectively Motion Coected FDK-Like Reconstuctions M. Pümme 1, L. Wigstöm 2,3, R. Fahig 2, G. Lauitsch 4, J. Honegge 1 1 Institute of Patten Recognition,
More informationFACE VECTORS OF FLAG COMPLEXES
FACE VECTORS OF FLAG COMPLEXES ANDY FROHMADER Abstact. A conjectue of Kalai and Eckhoff that the face vecto of an abitay flag complex is also the face vecto of some paticula balanced complex is veified.
More information17/5/2009. Introduction
7/5/9 Steeo Imaging Intoduction Eample of Human Vision Peception of Depth fom Left and ight eye images Diffeence in elative position of object in left and ight eyes. Depth infomation in the views?? 7/5/9
More informationElliptic Generation Systems
4 Elliptic Geneation Systems Stefan P. Spekeijse 4.1 Intoduction 4.1 Intoduction 4.2 Two-Dimensional Gid Geneation Hamonic Maps, Gid Contol Maps, and Poisson Systems Discetization and Solution Method Constuction
More informationAdaptation of Motion Capture Data of Human Arms to a Humanoid Robot Using Optimization
ICCAS25 June 2-5, KINTEX, Gyeonggi-Do, Koea Adaptation of Motion Captue Data of Human Ams to a Humanoid Robot Using Optimization ChangHwan Kim and Doik Kim Intelligent Robotics Reseach Cente, Koea Institute
More informationRANDOM IRREGULAR BLOCK-HIERARCHICAL NETWORKS: ALGORITHMS FOR COMPUTATION OF MAIN PROPERTIES
RANDOM IRREGULAR BLOCK-HIERARCHICAL NETWORKS: ALGORITHMS FOR COMPUTATION OF MAIN PROPERTIES Svetlana Avetisyan Mikayel Samvelyan* Matun Kaapetyan Yeevan State Univesity Abstact In this pape, the class
More informationConfiguring RSVP-ATM QoS Interworking
Configuing RSVP-ATM QoS Intewoking Last Updated: Januay 15, 2013 This chapte descibes the tasks fo configuing the RSVP-ATM QoS Intewoking featue, which povides suppot fo Contolled Load Sevice using RSVP
More informationA New Finite Word-length Optimization Method Design for LDPC Decoder
A New Finite Wod-length Optimization Method Design fo LDPC Decode Jinlei Chen, Yan Zhang and Xu Wang Key Laboatoy of Netwok Oiented Intelligent Computation Shenzhen Gaduate School, Habin Institute of Technology
More informationANALYTIC PERFORMANCE MODELS FOR SINGLE CLASS AND MULTIPLE CLASS MULTITHREADED SOFTWARE SERVERS
ANALYTIC PERFORMANCE MODELS FOR SINGLE CLASS AND MULTIPLE CLASS MULTITHREADED SOFTWARE SERVERS Daniel A Menascé Mohamed N Bennani Dept of Compute Science Oacle, Inc Geoge Mason Univesity 1211 SW Fifth
More informationPhysical simulation for animation
Physical simulation fo animation Case study: The jello cube The Jello Cube Mass-Sping System Collision Detection Integatos Septembe 17 2002 1 Announcements Pogamming assignment 3 is out. It is due Tuesday,
More informationComparisons of Transient Analytical Methods for Determining Hydraulic Conductivity Using Disc Permeameters
Compaisons of Tansient Analytical Methods fo Detemining Hydaulic Conductivity Using Disc Pemeametes 1,,3 Cook, F.J. 1 CSRO Land and Wate, ndoooopilly, Queensland The Univesity of Queensland, St Lucia,
More informationA Novel Image-Based Rendering System With A Longitudinally Aligned Camera Array
EUOGAPHICS 2 / A. de Sousa, J.C. Toes Shot Pesentations A Novel Image-Based endeing System With A Longitudinally Aligned Camea Aay Jiang Li, Kun Zhou, Yong Wang and Heung-Yeung Shum Micosoft eseach, China
More informationPoint-Biserial Correlation Analysis of Fuzzy Attributes
Appl Math Inf Sci 6 No S pp 439S-444S (0 Applied Mathematics & Infomation Sciences An Intenational Jounal @ 0 NSP Natual Sciences Publishing o Point-iseial oelation Analysis of Fuzzy Attibutes Hao-En hueh
More informationCommunication vs Distributed Computation: an alternative trade-off curve
Communication vs Distibuted Computation: an altenative tade-off cuve Yahya H. Ezzeldin, Mohammed amoose, Chistina Fagouli Univesity of Califonia, Los Angeles, CA 90095, USA, Email: {yahya.ezzeldin, mkamoose,
More informationAdaptation of TDMA Parameters Based on Network Conditions
Adaptation of TDMA Paametes Based on Netwok Conditions Boa Kaaoglu Dept. of Elect. and Compute Eng. Univesity of Rocheste Rocheste, NY 14627 Email: kaaoglu@ece.ocheste.edu Tolga Numanoglu Dept. of Elect.
More informationUsing the PiP model for fast calculation of vibration from a railway tunnel in a multi-layered half-space
Using the PiP model fo fast calculation of vibation fom a ailway tunnel in a multi-layeed half-space M.F.M. Hussein a, H.E.M. Hunt b, L. Rikse c, S. Gupta c, G. Degande c, J.P. Talbot d, S. Fancois c,
More informationColor Correction Using 3D Multiview Geometry
Colo Coection Using 3D Multiview Geomety Dong-Won Shin and Yo-Sung Ho Gwangju Institute of Science and Technology (GIST) 13 Cheomdan-gwagio, Buk-ku, Gwangju 500-71, Republic of Koea ABSTRACT Recently,
More informationA Two-stage and Parameter-free Binarization Method for Degraded Document Images
A Two-stage and Paamete-fee Binaization Method fo Degaded Document Images Yung-Hsiang Chiu 1, Kuo-Liang Chung 1, Yong-Huai Huang 2, Wei-Ning Yang 3, Chi-Huang Liao 4 1 Depatment of Compute Science and
More informationA Novel Automatic White Balance Method For Digital Still Cameras
A Novel Automatic White Balance Method Fo Digital Still Cameas Ching-Chih Weng 1, Home Chen 1,2, and Chiou-Shann Fuh 3 Depatment of Electical Engineeing, 2 3 Gaduate Institute of Communication Engineeing
More informationOPTIMAL KINEMATIC SYNTHESIS OF CRANK & SLOTTED LEVER QUICK RETURN MECHANISM FOR SPECIFIC STROKE & TIME RATIO
OPTIMAL KINEMATIC SYNTHESIS OF CRANK & SLOTTED LEVER QUICK RETURN MECHANISM FOR SPECIFIC STROKE & TIME RATIO Zeeshan A. Shaikh 1 and T.Y. Badguja 2 1,2 Depatment of Mechanical Engineeing, Late G. N. Sapkal
More informationTopological Characteristic of Wireless Network
Topological Chaacteistic of Wieless Netwok Its Application to Node Placement Algoithm Husnu Sane Naman 1 Outline Backgound Motivation Papes and Contibutions Fist Pape Second Pape Thid Pape Futue Woks Refeences
More informationDevelopment and Analysis of a Real-Time Human Motion Tracking System
Development and Analysis of a Real-Time Human Motion Tacking System Jason P. Luck 1,2 Chistian Debunne 1 William Hoff 1 Qiang He 1 Daniel E. Small 2 1 Coloado School of Mines 2 Sandia National Labs Engineeing
More informationXFVHDL: A Tool for the Synthesis of Fuzzy Logic Controllers
XFVHDL: A Tool fo the Synthesis of Fuzzy Logic Contolles E. Lago, C. J. Jiménez, D. R. López, S. Sánchez-Solano and A. Baiga Instituto de Micoelectónica de Sevilla. Cento Nacional de Micoelectónica, Edificio
More informationFast quality-guided flood-fill phase unwrapping algorithm for three-dimensional fringe pattern profilometry
Univesity of Wollongong Reseach Online Faculty of Infomatics - Papes (Achive) Faculty of Engineeing and Infomation Sciences 2010 Fast quality-guided flood-fill phase unwapping algoithm fo thee-dimensional
More information= dv 3V (r + a 1) 3 r 3 f(r) = 1. = ( (r + r 2
Random Waypoint Model in n-dimensional Space Esa Hyytiä and Joma Vitamo Netwoking Laboatoy, Helsinki Univesity of Technology, Finland Abstact The andom waypoint model (RWP) is one of the most widely used
More informationOn Error Estimation in Runge-Kutta Methods
Leonado Jounal of Sciences ISSN 1583-0233 Issue 18, Januay-June 2011 p. 1-10 On Eo Estimation in Runge-Kutta Methods Ochoche ABRAHAM 1,*, Gbolahan BOLARIN 2 1 Depatment of Infomation Technology, 2 Depatment
More informationObstacle Avoidance of Autonomous Mobile Robot using Stereo Vision Sensor
Obstacle Avoidance of Autonomous Mobile Robot using Steeo Vision Senso Masako Kumano Akihisa Ohya Shin ichi Yuta Intelligent Robot Laboatoy Univesity of Tsukuba, Ibaaki, 35-8573 Japan E-mail: {masako,
More informationAUTOMATED LOCATION OF ICE REGIONS IN RADARSAT SAR IMAGERY
AUTOMATED LOCATION OF ICE REGIONS IN RADARSAT SAR IMAGERY Chistophe Waceman (1), William G. Pichel (2), Pablo Clement-Colón (2) (1) Geneal Dynamics Advanced Infomation Systems, P.O. Box 134008 Ann Abo
More informationAdvanced Eulerian Techniques for the Numerical Simulation of Impact and Penetration using AUTODYN-3D
9 th Intenational Symposium on Inteaction of the Effects of Munitions with Stuctues Belin, 3-7 May 1999 Advanced Euleian Techniques fo the Numeical Simulation of Impact and Penetation using AUTODYN-3D
More informationLecture 27: Voronoi Diagrams
We say that two points u, v Y ae in the same connected component of Y if thee is a path in R N fom u to v such that all the points along the path ae in the set Y. (Thee ae two connected components in the
More informationAccurate Diffraction Efficiency Control for Multiplexed Volume Holographic Gratings. Xuliang Han, Gicherl Kim, and Ray T. Chen
Accuate Diffaction Efficiency Contol fo Multiplexed Volume Hologaphic Gatings Xuliang Han, Gichel Kim, and Ray T. Chen Micoelectonic Reseach Cente Depatment of Electical and Compute Engineeing Univesity
More informationAutomatically Testing Interacting Software Components
Automatically Testing Inteacting Softwae Components Leonad Gallaghe Infomation Technology Laboatoy National Institute of Standads and Technology Gaithesbug, MD 20899, USA lgallaghe@nist.gov Jeff Offutt
More informationCOMPARISON OF CHIRP SCALING AND WAVENUMBER DOMAIN ALGORITHMS FOR AIRBORNE LOW FREQUENCY SAR DATA PROCESSING
COMPARISON OF CHIRP SCALING AND WAVENUMBER DOMAIN ALGORITHMS FOR AIRBORNE LOW FREQUENCY SAR DATA PROCESSING A. Potsis a, A. Reigbe b, E. Alivisatos a, A. Moeia c,and N. Uzunoglu a a National Technical
More informationA modal estimation based multitype sensor placement method
A modal estimation based multitype senso placement method *Xue-Yang Pei 1), Ting-Hua Yi 2) and Hong-Nan Li 3) 1),)2),3) School of Civil Engineeing, Dalian Univesity of Technology, Dalian 116023, China;
More informationExperimental and numerical simulation of the flow over a spillway
Euopean Wate 57: 253-260, 2017. 2017 E.W. Publications Expeimental and numeical simulation of the flow ove a spillway A. Seafeim *, L. Avgeis, V. Hissanthou and K. Bellos Depatment of Civil Engineeing,
More informationInformation Retrieval. CS630 Representing and Accessing Digital Information. IR Basics. User Task. Basic IR Processes
CS630 Repesenting and Accessing Digital Infomation Infomation Retieval: Basics Thosten Joachims Conell Univesity Infomation Retieval Basics Retieval Models Indexing and Pepocessing Data Stuctues ~ 4 lectues
More informationThree-Dimensional Aerodynamic Design Optimization of a Turbine Blade by Using an Adjoint Method
Jiaqi Luo e-mail: jiaqil@uci.edu Juntao Xiong Feng Liu e-mail: fliu@uci.edu Depatment of Mechanical and Aeospace Engineeing, Univesity of Califonia, Ivine, Ivine, CA 92697-3975 Ivan McBean Alstom Powe
More informationA Recommender System for Online Personalization in the WUM Applications
A Recommende System fo Online Pesonalization in the WUM Applications Mehdad Jalali 1, Nowati Mustapha 2, Ali Mamat 2, Md. Nasi B Sulaiman 2 Abstact foeseeing of use futue movements and intentions based
More informationART GALLERIES WITH INTERIOR WALLS. March 1998
ART GALLERIES WITH INTERIOR WALLS Andé Kündgen Mach 1998 Abstact. Conside an at galley fomed by a polygon on n vetices with m pais of vetices joined by inteio diagonals, the inteio walls. Each inteio wall
More informationHigh performance CUDA based CNN image processor
High pefomance UDA based NN image pocesso GEORGE VALENTIN STOIA, RADU DOGARU, ELENA RISTINA STOIA Depatment of Applied Electonics and Infomation Engineeing Univesity Politehnica of Buchaest -3, Iuliu Maniu
More informationSignal integrity analysis and physically based circuit extraction of a mounted
emc design & softwae Signal integity analysis and physically based cicuit extaction of a mounted SMA connecto A poposed geneal appoach is given fo the definition of an equivalent cicuit with SMAs mounted
More informationFifth Wheel Modelling and Testing
Fifth heel Modelling and Testing en Masoy Mechanical Engineeing Depatment Floida Atlantic Univesity Boca aton, FL 4 Lois Malaptias IFMA Institut Fancais De Mechanique Advancee ampus De lemont Feand Les
More informationFINITE ELEMENT MODEL UPDATING OF AN EXPERIMENTAL VEHICLE MODEL USING MEASURED MODAL CHARACTERISTICS
COMPDYN 009 ECCOMAS Thematic Confeence on Computational Methods in Stuctual Dynamics and Eathquake Engineeing M. Papadakakis, N.D. Lagaos, M. Fagiadakis (eds.) Rhodes, Geece, 4 June 009 FINITE ELEMENT
More informationPipes, connections, channels and multiplexors
Pipes, connections, channels and multiplexos Fancisco J. Ballesteos ABSTRACT Channels in the style of CSP ae a poeful abstaction. The ae close to pipes and connections used to inteconnect system and netok
More informationMultidimensional Testing
Multidimensional Testing QA appoach fo Stoage netwoking Yohay Lasi Visuality Systems 1 Intoduction Who I am Yohay Lasi, QA Manage at Visuality Systems Visuality Systems the leading commecial povide of
More informationA Minutiae-based Fingerprint Matching Algorithm Using Phase Correlation
A Minutiae-based Fingepint Matching Algoithm Using Phase Coelation Autho Chen, Weiping, Gao, Yongsheng Published 2007 Confeence Title Digital Image Computing: Techniques and Applications DOI https://doi.og/10.1109/dicta.2007.4426801
More informationOn the Conversion between Binary Code and Binary-Reflected Gray Code on Boolean Cubes
On the Convesion between Binay Code and BinayReflected Gay Code on Boolean Cubes The Havad community has made this aticle openly available. Please shae how this access benefits you. You stoy mattes Citation
More informationMassachusetts Institute of Technology Department of Mechanical Engineering
cm cm Poblem Massachusetts Institute of echnolog Depatment of Mechanical Engineeing. Intoduction to obotics Sample Poblems and Solutions fo the Mid-em Exam Figue shows a obotic vehicle having two poweed
More informationParallel processing model for XML parsing
Recent Reseaches in Communications, Signals and nfomation Technology Paallel pocessing model fo XML pasing ADRANA GEORGEVA Fac. Applied Mathematics and nfomatics Technical Univesity of Sofia, TU-Sofia
More informationGeophysical inversion with a neighbourhood algorithm I. Searching a parameter space
Geophys. J. Int. (1999) 138, 479 494 Geophysical invesion with a neighbouhood algoithm I. Seaching a paamete space Malcolm Sambidge Reseach School of Eath Sciences, Institute of Advanced studies, Austalian
More informationEfficient Execution Path Exploration for Detecting Races in Concurrent Programs
IAENG Intenational Jounal of Compute Science, 403, IJCS_40_3_02 Efficient Execution Path Exploation fo Detecting Races in Concuent Pogams Theodous E. Setiadi, Akihiko Ohsuga, and Mamou Maekaa Abstact Concuent
More informationPerformance Optimization in Structured Wireless Sensor Networks
5 The Intenational Aab Jounal of Infomation Technology, Vol. 6, o. 5, ovembe 9 Pefomance Optimization in Stuctued Wieless Senso etwoks Amine Moussa and Hoda Maalouf Compute Science Depatment, ote Dame
More informationSpiral Recognition Methodology and Its Application for Recognition of Chinese Bank Checks
Spial Recognition Methodology and Its Application fo Recognition of Chinese Bank Checks Hanshen Tang 1, Emmanuel Augustin 2, Ching Y. Suen 1, Olivie Baet 2, Mohamed Cheiet 3 1 Cente fo Patten Recognition
More informationHaptic Simulation of a Tool In Contact With a Nonlinear Deformable Body
In IS4TM: Intenational Symposium on Sugey Simulation and Soft Tissue Modelling Lectue Notes in Compute Science (LNCS 2673), N. Ayache and H. Delingette (Eds), Spinge Velag, New Yok. 2003. pp. 311-320.
More informationEffects of Model Complexity on Generalization Performance of Convolutional Neural Networks
Effects of Model Complexity on Genealization Pefomance of Convolutional Neual Netwoks Tae-Jun Kim 1, Dongsu Zhang 2, and Joon Shik Kim 3 1 Seoul National Univesity, Seoul 151-742, Koea, E-mail: tjkim@bi.snu.ac.k
More information