Modified model for harmonic generation free electron laser
|
|
- Raymond Horn
- 6 years ago
- Views:
Transcription
1 Nuclear Sciece ad Techiques 1 (010) 1 6 Modified odel for haroic geeratio free electro laser DENG Haixiao * DAI Zhii Shaghai Istitute of Applied Physics, Shaghai 01800, Chia Abstract The logitudial odulatio to the electro bea by a coheret seed laser pulse is widely used for geeratig fully coheret, short wavelegth radiatio i various haroic geeratio free electro laser (FEL) schees. After itroducig the desity odulatio, icrostructures dow to attosecod scale are produced over the distace of oe seed laser wavelegth. I order to take ito accout the icrostructures i the theoretical ad uerical aalysis, i the frae of udulator period averaged approach, a odified odel for haroic geeratio FEL is developed i this paper. With the odified odel, three haroic geeratio FEL exaples are ivestigated by eployig Shaghai soft X-ray FEL (SXFEL) paraeters. I FEL schees with ultra-high haroic geeratio ad ultra-short pulse, the odified odel presets soe iterestig aspects which are helpful for uderstadig of radiatio pulse evolutio, buchig efficiecy ad oise propagatio issues. Key words FEL, Haroic, Model, Attosecod 1 Itroductio Today, various free electro laser (FEL) schees [1 5] based o haroic geeratio of the exteral seed laser are copetitive ad affordable to copact ad fully coheret radiatio sources i the shortwavelegth regio. I haroic geeratio FEL, the exteral seed laser ad the electro bea iteracts with each other i the first udulator, i.e. odulator, ad the the eergy-odulated electro beas eter ito a dispersive sectio where the eergy odulatio is coverted ito spatial odulatio. Fially, the coheret eissio at high haroic of the seed laser geerates i the secod udulator, i.e. radiator. A typical haroic geeratio FEL schee deostrated experietally is high gai haroic geeratio (HGHG) [] i the visible [6] ad ultraviolet regio [7]. Geerally, the stadard HGHG-FEL is liited by a low frequecy ultiplicatio factor to avoid a large odulatio of bea eergy. Thus, soe ovel haroic geeratio FEL schees are recetly proposed so that the haroic uber ca be up to several tes [8 1]. Supported by Shaghai Natural Sciece Foudatio (Grat No. 09JC ). * Correspodig author. E-ail address: deghaixiao@siap.ac.c Received date: FEL radiatio is highly relevat with logitudial distributio of the electro bea, especially i the frae of resoat wavelegth. I the covetioal odel for haroic geeratio FEL, the radiatio evolutios i the odulator ad radiator are deteried by a averaged the electro behaviors over oe seed laser wavelegth. Whe the frequecy ultiplicatio factor is low, such a approach is valid, ad the odel is siple ad easy to solve. However, the logitudial distributio of electro bea is ot uifor over the distace of oe seed laser wavelegth after the desity odulatio. I the radiator, icrostructures dow to attosecod scale are produced, ad this should be take ito accout i the radiatio evolutio of radiator, especially i the case of high frequecy ultiplicatio factor. I this paper, we developed a odified odel for haroic geeratio FEL, based o the udulator period-averaged approach ad the icro-structures i oe seed laser wavelegth. The odified odel is briefly described by eployig a group paraeter of Shaghai soft X-ray FEL (SXFEL) [13], ad is utilized
2 DENG Haixiao et al. / Nuclear Sciece ad Techiques 1 (010) 1 6 to study the ultra-high order haroic geeratio, the ode-locked FEL [8] ad echo-eabled haroic geeratio (EEHG) schee [11,1]. The results show that the odified odel is robust for hadlig FEL schees with ultra-high order haroic geeratio ad ultra-short pulse. Modified odel for haroic geeratio FEL Geerally, the electro buch legth is uch larger tha the seed laser wavelegth, ad the bea curret variatio i oe seed laser wavelegth ca be eglected. Therefore, the logitudial distributio of the iitial bea ca be writte as ( 0 ) 1 f(,) e where, σ γ is the RMS eergy spread of the electro bea, ad γ 0 is the ea bea eergy. After passig through various cobiatios of the odulator ad the dispersive sectio, the logitudial distributio of the electro bea ca be writte as g(, ) G[ f(, )] F( ) g(, ) d where, the G fuctio represets all effects to the logitudial phase space before eterig the radiator. For siplicity, here we just cosider the electros over the distace of oe seed laser wavelegth λ s. Fig. 1 The logitudial phase space of electro bea before eterig the radiator i stadard HGHG. (1) () A resoace of radiator at the -th haroic of the seed is assued i the followig discussio. With the G fuctio, the logitudial desity of the electro bea is o ore uifor i [0, λ s ], ad the electros i [0, λ s ] occupy resoat wavelegth of the radiator. As show i Fig.1, the electros are uiforly divided ito slices over the distace of λ s, ad the local curret factor I (k) ad local buchig factor B (k) are defied as, k / F( ) d k / / I ( k) (3) / B ( k) where, k = 1,. k/ k/ / k/ k/ / i F( ) e d F( ) d Fig. Process flow chart of the odified odel for haroic geeratio FEL schee. After passig oe period of radiator, the radiatio slips over the electro buch by the distace of λ s /, ad the electros i each slice are idepedet with other slices. The radiatio field E (k) i each slice is deteried by I (k) ad B (k), thus oe caot average the electros over oe seed laser wavelegth. After passig through periods of radiator, electros i oe seed wavelegth are correlated by the radiatio slippages. However, all the logitudial distributio of the electro bea varies through the radiator due to effects of the radiatio ad dispersio i the radiator. Thus, to appropriately describe a haroic geeratio FEL i the radiator, the particle dyaics should be averaged over oe radiator resoat wavelegth istead of oe seed wavelegth. Therefore, a odified uerical odel for haroic geeratio FEL schee is developed. The (4)
3 DENG Haixiao et al. / Nuclear Sciece ad Techiques 1 (010) bea dyaics i the odulator ad dispersive sectio are calculated by stadard GENESIS [14], as show i Fig.. The steady-state ru of GENESIS is used as a field solver for each bea slice i the radiator, ad all the slippages are artificially processed i exteral of GENESIS after each period of radiator. 3 Exaples ad discussios SXFEL [13] is a two-stage HGHG schee, which is desiged to geerate 9 FEL fro 70 seed laser. The ai paraeters of SXFEL are listed i Table 1. Three haroic geeratio FEL exaples are discussed by usig the odified odel ad the SXFEL paraeters. Table 1 The ai paraeters of SXFEL. Paraeters Values Electro bea eergy E /GeV 0.84 Peak curret I P /A 600 Noralized eittace ε /-rad Local eergy spread σ γ / γ 10 4 Seed laser wavelegth λ S / 70 Modulator period legth λ UM / 58 Modulator udulator paraeter K M 6.83 Modulator udulator periods 16 Radiator resoat wavelegth λ R / 9 Radiator period legth λ UR / 5 Radiator udulator paraeter K R Ultra-high order haroic geeratio I the stadard HGHG, after the dispersive sectio, the logitudial distributio of the electro bea is ( D ) / F( ) 1 e J[ D]cos (5) 1 where, Δγ is the axiu eergy odulatio at the ed of odulator, D is the dispersive stregth cotributed fro the odulator ad dispersive sectio. Fro Eq.(5), oe ay obtai q e p ik k cos si e ik ik si e si b e J [ D ] ( D ) / I the case of haroic geeratio schee with low, whe the radiatio slips forward the electro bea over λ s i radiator, the logitudial distributio of the electro bea varies a little. Thus the local buchig factor ca be averaged over the distace of λ s, ad the Eq.(7) reduces to the uiversal for reported i Ref. [,15]. Fig. 3 Estiated local curret factor ad local buchig factor of the 61 th haroic at the odulator exit. where, I ( k) 1 p b 1 qb 1 B ( k) pb 1 (6) (7) Fig. 4 Siulated local curret factor ad local buchig factor of the 61 th haroic at the odulator exit. I the case of ultra-high haroic, the Bessel fuctio J (x) has the axiu at x 1. With a group of the optiized paraeters, Fig. 3 shows the aalytical results of SXFEL exaple with = 61. Whe a strog eergy odulatio of Δγ = 16.3 is
4 4 DENG Haixiao et al. / Nuclear Sciece ad Techiques 1 (010) 1 6 iduced, at the exit of the dispersive sectio, ost electros are odulated to the positio aroud k = 31, where the local bea curret ehaces 14 ties ore tha the uifor curret of the iitial 600 A, ad the local buchig factor is still To validate the aalytical estiatio, threediesioal siulatios were carried out ad the results are show i Fig. 4. With a eergy odulatio of Δγ =1., the local curret factor is about 13.5 ad the local buchig factor is up to 0.39 at the positio aroud k =31. This cosistecy with the estiatio idicates that the relativistic electro bea is odulated o attosecod scale so that it ca produce ultra-high order haroic geeratio of the seed laser withi a very short radiator. 3. The ode-locked FEL The ode-locked FEL [8] was proposed to geerate attosecod radiatio trais fro a FEL aplifier. I the ode-locked FEL, a cob of logitudial odes is sythesized by the optics-free techique applyig a series of teporal shifts betwee the co-propagatig radiatio ad electro buch i a FEL aplifier. The logitudial odes are phase-locked by iducig eergy odulatio fro a seed. Fig. 5 shows a layout of the ode-locked FEL. More details ca be foud i Ref [8,16]. Fig. 5 Scheatic of the ode-locked FEL. I SXFEL, the fial radiatio is the 30 th haroic of the 70 seed laser. If six periods is chose i each seget of radiator ad that a chicae is itroduced to give a electro buch delay of 3 λ R, the total slippage is 9 λ R λ S due to the udulator ad chicae. Uder such circustaces, SXFEL operates as a ode-locked FEL. A eergy odulatio with aplitude about 5 MeV is iduced by seedig the odulator with a 5 GW ad 70 laser. The odified odel for haroic geeratio FEL is used to study the evolutio of 9 radiatio i the ode-locked status of SXFEL. Fig. 6 Peak power growth i the ode-locked SXFEL. Fig.6 illustrates the peak power growth i the radiator of the ode-locked SXFEL, fro which it is see that the peak power goes through a slow growth fro A to B, a draatic growth fro C, ad a fial saturatio at D. I order to uderstad the growth curve, the radiatio pulses at differet radiator positio are give i Fig.7. Accordig to the teporal structures, it is kow that the ode-lockig copetes with self-aplified spotaeous eissio (SASE) fro A to B, doiates at C ad draatically iproves the teporal pulse structure. At the ed of the radiator, 9 radiatio trais with pulse width of 40 as ad peak power of 0 MW level are odeled, ad evely spaced by 0.9 fs (equal to 70 ). For ode-locked FEL, the odified odel is capable for hadlig the details teporally shorter tha oe seed laser cycle, ad it is easy to describe the pulse variatios by usig differet chicae delays ad tapered udulator sectios. But this is beyod the scope of this paper. 3.3 Operatig SXFEL with EEHG schee EEHG schee has a rearkable buchig efficiecy of frequecy up-coversio ad allows for geeratio a high haroic bea desity odulatio with a relatively sall eergy odulatio [11,1]. It has bee show that 9 coheret radiatio with peak power about 400 MW ca be directly geerated fro the 70 seed laser by operatig SXFEL with EEHG schee [17]. This was ivestigated by the odified odel.
5 DENG Haixiao et al. / Nuclear Sciece ad Techiques 1 (010) 1 6 Fig. 7 Radiatio pulse structures of the ode-locked FEL. The covetioal odel results a buchig paraeter of 0.08 for the 30th haroic i EEHG operatio of SXFEL. I the odified odel, the local curret factor ad the local buchig factor uevely distributes i oe seed laser wavelegth at the etrace of the radiator, as see i Fig. 8. The axiu of local curret factor ad the local buchig factor are about 1.3 ad 0., respectively. Fig. 8 The local curret factor ad local buchig factor i oe seed wavelegth at the etrace of a 9 radiator, by ruig the SXFEL with EEHG schee, obtaied fro the odified three diesioal siulatios. The peak power growth of the 9 radiatio i the radiator is show i Fig. 9. I the odified odel, the peak power oscillates several ties at the begiig of the radiator. This is cotributed by the local buchig factors with opposite agles i two half-cycle of oe seed wavelegth. However, the saturatio power is cosistet i two differet odels. 5 Fig. 9 The growth of 9 peak power i the radiator. Fig. 10 Teporal ad spectral doai of fial 9 radiatio. Fig. 10 illustrates the fial 9 radiatio pulse ad spectra. The results are very siilar to those of the covetioal odel. The elarged sectio shows ay sall ripples with a period of 70, a pheoeo that caot be observed with a covetioal odel. If the 9 radiatio pulse is itroduced to other haroic geeratio stage for further frequecy ultiplicatio, the ripples will be the iput aplitude oise. This eas that the odified odel is ore copetet for oise propagatio issue i haroic geeratio FEL.
6 6 DENG Haixiao et al. / Nuclear Sciece ad Techiques 1 (010) Coclusios Based o the averagig of oe seed laser wavelegth, the covetioal odel for haroic geeratio FEL sears ad eglects the icrostructures geerated by desity odulatio i oe seed laser wavelegth. Whe oe cosiders that the recetly proposed FEL schees ivolves with the ultra-high haroic geeratio ad ultra-short pulse, these icrostructures are iportat ad should be take ito accout. Based o the averaged wavelegth of the iterested haroic radiatios, a upgraded ad ore realistic odel for haroic geeratio FEL is proposed, ad three haroic geeratio FEL exaples are ivestigated ad discussed by usig SXFEL paraeters. The odified odel shows a robust capability to characterize FEL schees with ultra-high haroic geeratio ad ultra-short pulse, ad presets soe ew results which are helpful for uderstadig of radiatio pulse evolutio, buchig efficiecy ad oise propagatio issues i FEL. Refereces 1 Boifacio R, Salvo L De, Pierii P, et al. Nucl Istru Meth Phys Res A, 1990, 96: Yu L H, Phys Rev A, 1991, 44: Wu J H, Yu L H, Nucl Istru Meth Phys Res A, 001, 475: Golovizi V V, Va-Aersfoort P W, Phys Rev E, 1997, 55: Deg H X, Dai Z M, Chi Phys C, 008, 3: Yu L H, Babzie M, Be-Zvi I, et al. Sciece, 000, 89: Yu L H, DiMauro L, Doyura A, et al. Phys Rev Lett, 003, 91: Thopso N R, McNeil B W J, Phys Rev Lett, 008, 100: Allaria E, Nio G D, Phys Rev Lett, 007, 99: Jia Q K, Appl Phys Lett, 008, 93: Stupakov G, Phys Rev Lett, 009, 10: Xiag D, Stupakov G, Phys Rev ST Accel Beas, 009, 1: Kog X C, Wag J Q, Wag S H, et al., Shaghai Soft X-ray FEL Test Facility Coceptual Desig Report, 008, Shaghai, Chapter : Reiche S, Nucl Istru Meth Phys Res A, 1999, 49: Jia Q K, Phys Rev ST Accel Beas, 005, 8: McNeil B W J, Thopso N R, Duig D J, et al. Proceedig of FEL08, Geyogju, Korea, 008: Xiag D, Stupakov G, SLAC-PUB-13475, 008.
AN EFFICIENT ESTIMATION METHOD FOR THE PARETO DISTRIBUTION
Joural of Statistics: Advaces i Theory ad Applicatios Volue 3, Nuber, 00, Pages 6-78 AN EFFICIENT ESTIMATION METHOD FOR THE PARETO DISTRIBUTION Departet of Matheatics Brock Uiversity St. Catharies, Otario
More informationSLAC Summer School on Electron and Photon Beams. Tor Raubenheimer Lecture #3: High Gain FEL s
SLAC Summer School o Electro ad Photo Beams Tor Raubeheimer Lecture #3: High Gai FEL s Outlie Sychrotro radiatio Bedig magets Wigglers ad udulators Iverse Compto scatterig Free Electro Lasers FEL Oscillators
More informationThe state space model needs 5 parameters, so it is not as convenient to use in this control study.
Trasfer fuctio for of the odel G θ K ω 2 θ / v θ / v ( s) = = 2 2 vi s + 2ζωs + ω The followig slides detail a derivatio of this aalog eter odel both as state space odel ad trasfer fuctio (TF) as show
More informationAVERAGE MARKS SCALING
TERTIARY INSTITUTIONS SERVICE CENTRE Level 1, 100 Royal Street East Perth, Wester Australia 6004 Telephoe (08) 9318 8000 Facsiile (08) 95 7050 http://wwwtisceduau/ 1 Itroductio AVERAGE MARKS SCALING I
More informationAcoustic Field inside a Rigid Cylinder with a Point Source
Acoustic Field iside a Rigid Cylider with a Poit Source 1 Itroductio The ai objectives of this Deo Model are to Deostrate the ability of Coustyx to odel a rigid cylider with a poit source usig Coustyx
More informationQuantum Annealing for Heisenberg Spin Chains
LA-UR # - Quatum Aealig for Heiseberg Spi Chais G.P. Berma, V.N. Gorshkov,, ad V.I.Tsifriovich Theoretical Divisio, Los Alamos Natioal Laboratory, Los Alamos, NM Istitute of Physics, Natioal Academy of
More informationDETERMINATION OF NATURAL FREQUENCY AND DAMPING RATIO
Hasa G Pasha DETERMINATION OF NATURAL FREQUENCY AND DAMPING RATIO OBJECTIVE Deterie the atural frequecy ad dapig ratio for a aluiu catilever bea, Calculate the aalytical value of the atural frequecy ad
More informationECE 901 Lecture 4: Estimation of Lipschitz smooth functions
ECE 9 Lecture 4: Estiatio of Lipschitz sooth fuctios R. Nowak 5/7/29 Cosider the followig settig. Let Y f (X) + W, where X is a rado variable (r.v.) o X [, ], W is a r.v. o Y R, idepedet of X ad satisfyig
More informationNote that the argument inside the second square root is always positive since R L > Z 0. The series reactance can be found as
Ipedace Matchig Ipedace Matchig Itroductio Ipedace atchig is the process to atch the load to a trasissio lie by a atchig etwork, as depicted i Fig Recall that the reflectios are eliiated uder the atched
More informationStatistics and Data Analysis in MATLAB Kendrick Kay, February 28, Lecture 4: Model fitting
Statistics ad Data Aalysis i MATLAB Kedrick Kay, kedrick.kay@wustl.edu February 28, 2014 Lecture 4: Model fittig 1. The basics - Suppose that we have a set of data ad suppose that we have selected the
More informationIntegrals of Functions of Several Variables
Itegrals of Fuctios of Several Variables We ofte resort to itegratios i order to deterie the exact value I of soe quatity which we are uable to evaluate by perforig a fiite uber of additio or ultiplicatio
More information(s)h(s) = K( s + 8 ) = 5 and one finite zero is located at z 1
ROOT LOCUS TECHNIQUE 93 should be desiged differetly to eet differet specificatios depedig o its area of applicatio. We have observed i Sectio 6.4 of Chapter 6, how the variatio of a sigle paraeter like
More informationOrthogonal Functions
Royal Holloway Uiversity of odo Departet of Physics Orthogoal Fuctios Motivatio Aalogy with vectors You are probably failiar with the cocept of orthogoality fro vectors; two vectors are orthogoal whe they
More informationFormation of A Supergain Array and Its Application in Radar
Formatio of A Supergai Array ad ts Applicatio i Radar Tra Cao Quye, Do Trug Kie ad Bach Gia Duog. Research Ceter for Electroic ad Telecommuicatios, College of Techology (Coltech, Vietam atioal Uiversity,
More informationX. Perturbation Theory
X. Perturbatio Theory I perturbatio theory, oe deals with a ailtoia that is coposed Ĥ that is typically exactly solvable of two pieces: a referece part ad a perturbatio ( Ĥ ) that is assued to be sall.
More informationCrank-Nicolson Implicit Method For The Nonlinear Schrodinger Equation With Variable Coefficient
Crak-Nicolso Iplicit Method For The Noliear Schrodiger Equatio With Variable Coefficiet Yaa Yee Choy a Wooi Nee Ta b Ki Gaik Tay c ad Chee Tiog Og d a Faculty of Sciece Techology & Hua Developet Uiversiti
More informationExercise 8 CRITICAL SPEEDS OF THE ROTATING SHAFT
Exercise 8 CRITICA SEEDS OF TE ROTATING SAFT. Ai of the exercise Observatio ad easureet of three cosecutive critical speeds ad correspodig odes of the actual rotatig shaft. Copariso of aalytically coputed
More informationIonospheric characteristics
Rec ITU-R P434-6 1 RECOMMENDATION ITU-R P434-6 ITU-R REFERENCE IONOSPHERIC CHARACTERISTICS AND METHODS OF BASIC MUF, OPERATIONAL MUF AND RAY-PATH PREDICTION * (Questios ITU-R 212/3 ad ITU-R 223/3) Rec
More information7. Modern Techniques. Data Encryption Standard (DES)
7. Moder Techiques. Data Ecryptio Stadard (DES) The objective of this chapter is to illustrate the priciples of moder covetioal ecryptio. For this purpose, we focus o the most widely used covetioal ecryptio
More informationThe Hypergeometric Coupon Collection Problem and its Dual
Joural of Idustrial ad Systes Egieerig Vol., o., pp -7 Sprig 7 The Hypergeoetric Coupo Collectio Proble ad its Dual Sheldo M. Ross Epstei Departet of Idustrial ad Systes Egieerig, Uiversity of Souther
More informationThe Differential Transform Method for Solving Volterra s Population Model
AASCIT Couicatios Volue, Issue 6 Septeber, 15 olie ISSN: 375-383 The Differetial Trasfor Method for Solvig Volterra s Populatio Model Khatereh Tabatabaei Departet of Matheatics, Faculty of Sciece, Kafas
More informationCHAPTER 6 RESISTANCE FACTOR FOR THE DESIGN OF COMPOSITE SLABS
CHAPTER 6 RESISTANCE FACTOR FOR THE DESIGN OF COMPOSITE SLABS 6.1. Geeral Probability-based desig criteria i the for of load ad resistace factor desig (LRFD) are ow applied for ost costructio aterials.
More informationA New Type of q-szász-mirakjan Operators
Filoat 3:8 07, 567 568 https://doi.org/0.98/fil7867c Published by Faculty of Scieces ad Matheatics, Uiversity of Niš, Serbia Available at: http://www.pf.i.ac.rs/filoat A New Type of -Szász-Miraka Operators
More informationBertrand s postulate Chapter 2
Bertrad s postulate Chapter We have see that the sequece of prie ubers, 3, 5, 7,... is ifiite. To see that the size of its gaps is ot bouded, let N := 3 5 p deote the product of all prie ubers that are
More informationEvaluation of Bessel Functions Using a Computer Program
Evaluatio of Bessel Fuctios Usig a Coputer Progra P. S. Yeh, Ph.D. Abstract I cylidrical coordiate, there are two types of Bessel fuctios. These fuctios are the Bessel fuctio ad the odified Bessel fuctio.
More informationVoltage controlled oscillator (VCO)
Voltage cotrolled oscillator (VO) Oscillatio frequecy jl Z L(V) jl[ L(V)] [L L (V)] L L (V) T VO gai / Logf Log 4 L (V) f f 4 L(V) Logf / L(V) f 4 L (V) f (V) 3 Lf 3 VO gai / (V) j V / V Bi (V) / V Bi
More informationRay Optics Theory and Mode Theory. Dr. Mohammad Faisal Dept. of EEE, BUET
Ray Optics Theory ad Mode Theory Dr. Mohammad Faisal Dept. of, BUT Optical Fiber WG For light to be trasmitted through fiber core, i.e., for total iteral reflectio i medium, > Ray Theory Trasmissio Ray
More informationData Analysis and Statistical Methods Statistics 651
Data Aalysis ad Statistical Methods Statistics 651 http://www.stat.tau.edu/~suhasii/teachig.htl Suhasii Subba Rao Exaple The itroge cotet of three differet clover plats is give below. 3DOK1 3DOK5 3DOK7
More informationApplication of Homotopy Analysis Method for Solving various types of Problems of Ordinary Differential Equations
Iteratioal Joural o Recet ad Iovatio Treds i Coputig ad Couicatio IN: 31-8169 Volue: 5 Issue: 5 16 Applicatio of Hootopy Aalysis Meod for olvig various types of Probles of Ordiary Differetial Equatios
More information5.6 Binomial Multi-section Matching Transformer
4/14/2010 5_6 Bioial Multisectio Matchig Trasforers 1/1 5.6 Bioial Multi-sectio Matchig Trasforer Readig Assiget: pp. 246-250 Oe way to axiize badwidth is to costruct a ultisectio Γ f that is axially flat.
More informationThe Binomial Multi-Section Transformer
4/15/2010 The Bioial Multisectio Matchig Trasforer preset.doc 1/24 The Bioial Multi-Sectio Trasforer Recall that a ulti-sectio atchig etwork ca be described usig the theory of sall reflectios as: where:
More information5.6 Binomial Multi-section Matching Transformer
4/14/21 5_6 Bioial Multisectio Matchig Trasforers 1/1 5.6 Bioial Multi-sectio Matchig Trasforer Readig Assiget: pp. 246-25 Oe way to axiize badwidth is to costruct a ultisectio Γ f that is axially flat.
More informationBinomial transform of products
Jauary 02 207 Bioial trasfor of products Khristo N Boyadzhiev Departet of Matheatics ad Statistics Ohio Norther Uiversity Ada OH 4580 USA -boyadzhiev@ouedu Abstract Give the bioial trasfors { b } ad {
More informationLecture 2: Monte Carlo Simulation
STAT/Q SCI 43: Itroductio to Resamplig ethods Sprig 27 Istructor: Ye-Chi Che Lecture 2: ote Carlo Simulatio 2 ote Carlo Itegratio Assume we wat to evaluate the followig itegratio: e x3 dx What ca we do?
More informationCharacterizing and optimizing photocathode laser distributions for ultra-low emittance electron beam operations*
SLAC-PUB-16491 Characterizig ad optiizig photocathode laser distributios for ultra-low eittace electro bea operatios* F. Zhou,** D. Bohler, Y. Dig, S. Gilevich, Z. Huag, H. Loos, D. Rater, ad S. Vetter
More informationA Block Cipher Using Linear Congruences
Joural of Computer Sciece 3 (7): 556-560, 2007 ISSN 1549-3636 2007 Sciece Publicatios A Block Cipher Usig Liear Cogrueces 1 V.U.K. Sastry ad 2 V. Jaaki 1 Academic Affairs, Sreeidhi Istitute of Sciece &
More informationNon-asymptotic sequential confidence regions with fixed sizes for the multivariate nonlinear parameters of regression. Andrey V.
No-asyptotic sequetial cofidece regios with fixed sizes for the ultivariate oliear paraeters of regressio Adrey V Tiofeev Abstract I this paper we cosider a sequetial desig for estiatio of o-liear paraeters
More informationRecursive Algorithm for Generating Partitions of an Integer. 1 Preliminary
Recursive Algorithm for Geeratig Partitios of a Iteger Sug-Hyuk Cha Computer Sciece Departmet, Pace Uiversity 1 Pace Plaza, New York, NY 10038 USA scha@pace.edu Abstract. This article first reviews the
More informationComparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series
Applied Mathematical Scieces, Vol. 7, 03, o. 6, 3-337 HIKARI Ltd, www.m-hikari.com http://d.doi.org/0.988/ams.03.3430 Compariso Study of Series Approimatio ad Covergece betwee Chebyshev ad Legedre Series
More informationTHE SYSTEMATIC AND THE RANDOM. ERRORS - DUE TO ELEMENT TOLERANCES OF ELECTRICAL NETWORKS
R775 Philips Res. Repts 26,414-423, 1971' THE SYSTEMATIC AND THE RANDOM. ERRORS - DUE TO ELEMENT TOLERANCES OF ELECTRICAL NETWORKS by H. W. HANNEMAN Abstract Usig the law of propagatio of errors, approximated
More informationWe have also learned that, thanks to the Central Limit Theorem and the Law of Large Numbers,
Cofidece Itervals III What we kow so far: We have see how to set cofidece itervals for the ea, or expected value, of a oral probability distributio, both whe the variace is kow (usig the stadard oral,
More information19.1 The dictionary problem
CS125 Lecture 19 Fall 2016 19.1 The dictioary proble Cosider the followig data structural proble, usually called the dictioary proble. We have a set of ites. Each ite is a (key, value pair. Keys are i
More informationThe Binomial Multi- Section Transformer
4/4/26 The Bioial Multisectio Matchig Trasforer /2 The Bioial Multi- Sectio Trasforer Recall that a ulti-sectio atchig etwork ca be described usig the theory of sall reflectios as: where: ( ω ) = + e +
More informationFIR Filter Design: Part II
EEL335: Discrete-Time Sigals ad Systems. Itroductio I this set of otes, we cosider how we might go about desigig FIR filters with arbitrary frequecy resposes, through compositio of multiple sigle-peak
More informationBER results for a narrowband multiuser receiver based on successive subtraction for M-PSK modulated signals
results for a arrowbad multiuser receiver based o successive subtractio for M-PSK modulated sigals Gerard J.M. Jasse Telecomm. ad Traffic-Cotrol Systems Group Dept. of Iformatio Techology ad Systems Delft
More informationBernoulli Polynomials Talks given at LSBU, October and November 2015 Tony Forbes
Beroulli Polyoials Tals give at LSBU, October ad Noveber 5 Toy Forbes Beroulli Polyoials The Beroulli polyoials B (x) are defied by B (x), Thus B (x) B (x) ad B (x) x, B (x) x x + 6, B (x) dx,. () B 3
More informationSHEAR LAG MODELLING OF THERMAL STRESSES IN UNIDIRECTIONAL COMPOSITES
ORA/POSER REFERENCE: ICF00374OR SHEAR AG MODEING OF HERMA SRESSES IN UNIDIRECIONA COMPOSIES Chad M. adis Departet o Mechaical Egieerig ad Materials Sciece MS 3 Rice Uiversity P.O. Box 89 Housto X 7705
More informationFUZZY RELIABILITY ANALYSIS OF COMPOUND SYSTEM BASED ON WEIBULL DISTRIBUTION
IJAMML 3:1 (2015) 31-39 Septeber 2015 ISSN: 2394-2258 Available at http://scietificadvaces.co.i DOI: http://dx.doi.org/10.18642/ijal_7100121530 FUZZY RELIABILITY ANALYSIS OF COMPOUND SYSTEM BASED ON WEIBULL
More informationFree Space Optical Wireless Communications under Turbulence Channel Effect
IOSR Joural of Electroics ad Commuicatio Egieerig (IOSR-JECE) e-issn: 78-834,p- ISSN: 78-8735.Volume 9, Issue 3, Ver. III (May - Ju. 014), PP 01-08 Free Space Optical Wireless Commuicatios uder Turbulece
More informationStudent Supplement for Optoelectronics and Photonics: Principles and Practices Second Edition A Complete Course in Power Point.
Studet Suppleet for Optoelectroics ad Photoics: Priciples ad Practices Secod Editio A Coplete Course i Power Poit Chapter [ February 04] Copyright Iforatio ad Perissio: Part I This Power Poit presetatio
More informationStudying Interaction of Cotton-Raw Material with Working Bodies of Cotton-Cleaning Machines
ISSN: 35-38 Iteratioal Joural of AdvacedResearch i Sciece, Egieerig ad Techology Vol. 5, Issue, Deceber 8 Studyig Iteractio of Cotto-Raw Material with Workig Bodies of Cotto-Cleaig Machies R.H. Rosulov,
More informationReliability Equivalence Analysis of a Parallel-Series System Subject to Degradation Facility
Sciece Joural of Applied Mateatics ad Statistics 5; 3(3): 6-64 Publised olie Jue 6 5 (ttp://www.sciecepublisiggroup.co/j/sjas) doi:.648/j.sjas.533.9 ISSN: 376-949 (Prit); ISSN: 376-953 (Olie) Reliability
More informationGenerating intense attosecond x-ray pulses using ultraviolet-laser-induced microbunching in electron beams. Abstract
Febrary 2009 SLAC-PUB-13533 Generating intense attosecond x-ray pulses using ultraviolet-laser-induced microbunching in electron beams D. Xiang, Z. Huang and G. Stupakov SLAC National Accelerator Laboratory,
More informationa b c d e f g h Supplementary Information
Supplemetary Iformatio a b c d e f g h Supplemetary Figure S STM images show that Dark patters are frequetly preset ad ted to accumulate. (a) mv, pa, m ; (b) mv, pa, m ; (c) mv, pa, m ; (d) mv, pa, m ;
More informationFizeau s Experiment with Moving Water. New Explanation. Gennady Sokolov, Vitali Sokolov
Fizeau s Experimet with Movig Water New Explaatio Geady Sokolov, itali Sokolov Email: sokolov@vitalipropertiescom The iterferece experimet with movig water carried out by Fizeau i 85 is oe of the mai cofirmatios
More informationStatistics for Applications Fall Problem Set 7
18.650. Statistics for Applicatios Fall 016. Proble Set 7 Due Friday, Oct. 8 at 1 oo Proble 1 QQ-plots Recall that the Laplace distributio with paraeter λ > 0 is the cotiuous probaλ bility easure with
More informationDe Bruijn Sequences for the Binary Strings with Maximum Density
De Bruij Sequeces for the Biary Strigs with Maximum Desity Joe Sawada 1, Brett Steves 2, ad Aaro Williams 2 1 jsawada@uoguelph.ca School of Computer Sciece, Uiversity of Guelph, CANADA 2 brett@math.carleto.ca
More informationThe driven Rayleigh-van der Pol oscillator
ENOC 7, Jue 5-, 7, Budapest, Hugary The drive Rayleigh-va der Pol oscillator Reé Bartkowiak Faculty of Mechaical Egieerig ad Marie Techology, Uiversity of Rostock, Geray Suary. Sychroizatio of oscillatory
More informationZernike polynomials. Frederik Zernike, 1953 Nobel prize
erike poloials Frederik erike, 95 Nobel prize eider (,, ϕ Thierr Lépie - Optical desig... cos cos cos cos ϕ ϕ ϕ ϕ S Advatages erike poloials are of great iterest i a fields : optical desig optical etrolog
More informationA PROBABILITY PROBLEM
A PROBABILITY PROBLEM A big superarket chai has the followig policy: For every Euros you sped per buy, you ear oe poit (suppose, e.g., that = 3; i this case, if you sped 8.45 Euros, you get two poits,
More informationOn Modeling On Minimum Description Length Modeling. M-closed
O Modelig O Miiu Descriptio Legth Modelig M M-closed M-ope Do you believe that the data geeratig echais really is i your odel class M? 7 73 Miiu Descriptio Legth Priciple o-m-closed predictive iferece
More informationProbabilistic Analysis of Rectilinear Steiner Trees
Probabilistic Aalysis of Rectiliear Steier Trees Chuhog Che Departet of Electrical ad Coputer Egieerig Uiversity of Widsor, Otario, Caada, N9B 3P4 E-ail: cche@uwidsor.ca Abstract Steier tree is a fudaetal
More information9.5 Young s Double-Slit Experiment
9.5 Youg s Double-Slit Experiet Physics Tool box Early attepts to deostrate the iterferece of light were usuccessful because the two sources were too far apart ad out of phase, ad the wavelegth of light
More informationLecture 19. Curve fitting I. 1 Introduction. 2 Fitting a constant to measured data
Lecture 9 Curve fittig I Itroductio Suppose we are preseted with eight poits of easured data (x i, y j ). As show i Fig. o the left, we could represet the uderlyig fuctio of which these data are saples
More informationNICK DUFRESNE. 1 1 p(x). To determine some formulas for the generating function of the Schröder numbers, r(x) = a(x) =
AN INTRODUCTION TO SCHRÖDER AND UNKNOWN NUMBERS NICK DUFRESNE Abstract. I this article we will itroduce two types of lattice paths, Schröder paths ad Ukow paths. We will examie differet properties of each,
More informationLebesgue Constant Minimizing Bivariate Barycentric Rational Interpolation
Appl. Math. If. Sci. 8, No. 1, 187-192 (2014) 187 Applied Matheatics & Iforatio Scieces A Iteratioal Joural http://dx.doi.org/10.12785/ais/080123 Lebesgue Costat Miiizig Bivariate Barycetric Ratioal Iterpolatio
More informationarxiv: v1 [cs.ds] 23 Nov 2012
Aalysis of a radoized approxiatio schee for atrix ultiplicatio Daiel Hsu 1, Sha M. Kakade 1, ad Tog Zhag 2 arxiv:1211.5414v1 cs.ds] 23 Nov 2012 1 Microsoft Research, New Eglad 2 Departet of Statistics,
More informationPOWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS
Joural of Applied Mathematics ad Computatioal Mechaics 4 3(3) 3-8 POWER SERIES SOLUION OF FIRS ORDER MARIX DIFFERENIAL EQUAIONS Staisław Kukla Izabela Zamorska Istitute of Mathematics Czestochowa Uiversity
More information577. Estimation of surface roughness using high frequency vibrations
577. Estimatio of surface roughess usig high frequecy vibratios V. Augutis, M. Sauoris, Kauas Uiversity of Techology Electroics ad Measuremets Systems Departmet Studetu str. 5-443, LT-5368 Kauas, Lithuaia
More informationMolecular Mechanisms of Gas Diffusion in CO 2 Hydrates
Supportig Iformatio Molecular Mechaisms of Gas Diffusio i CO Hydrates Shuai Liag, * Deqig Liag, Negyou Wu,,3 Lizhi Yi, ad Gaowei Hu,3 Key Laboratory of Gas Hydrate, Guagzhou Istitute of Eergy Coversio,
More informationHydrogen (atoms, molecules) in external fields. Static electric and magnetic fields Oscyllating electromagnetic fields
Hydroge (atoms, molecules) i exteral fields Static electric ad magetic fields Oscyllatig electromagetic fields Everythig said up to ow has to be modified more or less strogly if we cosider atoms (ad ios)
More information) is a square matrix with the property that for any m n matrix A, the product AI equals A. The identity matrix has a ii
square atrix is oe that has the sae uber of rows as colus; that is, a atrix. he idetity atrix (deoted by I, I, or [] I ) is a square atrix with the property that for ay atrix, the product I equals. he
More informationFinal Review for MATH 3510
Fial Review for MATH 50 Calculatio 5 Give a fairly simple probability mass fuctio or probability desity fuctio of a radom variable, you should be able to compute the expected value ad variace of the variable
More informationSome Explicit Formulae of NAF and its Left-to-Right. Analogue Based on Booth Encoding
Vol.7, No.6 (01, pp.69-74 http://dx.doi.org/10.1457/ijsia.01.7.6.7 Some Explicit Formulae of NAF ad its Left-to-Right Aalogue Based o Booth Ecodig Dog-Guk Ha, Okyeo Yi, ad Tsuyoshi Takagi Kookmi Uiversity,
More informationThe Random Walk For Dummies
The Radom Walk For Dummies Richard A Mote Abstract We look at the priciples goverig the oe-dimesioal discrete radom walk First we review five basic cocepts of probability theory The we cosider the Beroulli
More informationTHE ASYMPTOTIC COMPLEXITY OF MATRIX REDUCTION OVER FINITE FIELDS
THE ASYMPTOTIC COMPLEXITY OF MATRIX REDUCTION OVER FINITE FIELDS DEMETRES CHRISTOFIDES Abstract. Cosider a ivertible matrix over some field. The Gauss-Jorda elimiatio reduces this matrix to the idetity
More informationChapter 2. Asymptotic Notation
Asyptotic Notatio 3 Chapter Asyptotic Notatio Goal : To siplify the aalysis of ruig tie by gettig rid of details which ay be affected by specific ipleetatio ad hardware. [1] The Big Oh (O-Notatio) : It
More informationDISTRIBUTION LAW Okunev I.V.
1 DISTRIBUTION LAW Okuev I.V. Distributio law belogs to a umber of the most complicated theoretical laws of mathematics. But it is also a very importat practical law. Nothig ca help uderstad complicated
More informationOn the Fibonacci-like Sequences of Higher Order
Article Iteratioal Joural of oder atheatical Scieces, 05, 3(): 5-59 Iteratioal Joural of oder atheatical Scieces Joural hoepage: wwwoderscietificpressco/jourals/ijsaspx O the Fiboacci-like Sequeces of
More informationRandom Walks on Discrete and Continuous Circles. by Jeffrey S. Rosenthal School of Mathematics, University of Minnesota, Minneapolis, MN, U.S.A.
Radom Walks o Discrete ad Cotiuous Circles by Jeffrey S. Rosethal School of Mathematics, Uiversity of Miesota, Mieapolis, MN, U.S.A. 55455 (Appeared i Joural of Applied Probability 30 (1993), 780 789.)
More informationSUPPLEMENTARY INFORMATION
DOI: 10.1038/NPHYS309 O the reality of the quatum state Matthew F. Pusey, 1, Joatha Barrett, ad Terry Rudolph 1 1 Departmet of Physics, Imperial College Lodo, Price Cosort Road, Lodo SW7 AZ, Uited Kigdom
More informationA string of not-so-obvious statements about correlation in the data. (This refers to the mechanical calculation of correlation in the data.
STAT-UB.003 NOTES for Wedesday 0.MAY.0 We will use the file JulieApartet.tw. We ll give the regressio of Price o SqFt, show residual versus fitted plot, save residuals ad fitted. Give plot of (Resid, Price,
More informationName Solutions to Test 2 October 14, 2015
Name Solutios to Test October 4, 05 This test cosists of three parts. Please ote that i parts II ad III, you ca skip oe questio of those offered. The equatios below may be helpful with some problems. Costats
More informationDISTANCE BETWEEN UNCERTAIN RANDOM VARIABLES
MATHEMATICAL MODELLING OF ENGINEERING PROBLEMS Vol, No, 4, pp5- http://doiorg/88/ep4 DISTANCE BETWEEN UNCERTAIN RANDOM VARIABLES Yogchao Hou* ad Weicai Peg Departet of Matheatical Scieces, Chaohu Uiversity,
More informationSurveying the Variance Reduction Methods
Available olie at www.scizer.co Austria Joural of Matheatics ad Statistics, Vol 1, Issue 1, (2017): 10-15 ISSN 0000-0000 Surveyig the Variace Reductio Methods Arash Mirtorabi *1, Gholahossei Gholai 2 1.
More informationDesign and Analysis of Algorithms
Desig ad Aalysis of Algorithms Probabilistic aalysis ad Radomized algorithms Referece: CLRS Chapter 5 Topics: Hirig problem Idicatio radom variables Radomized algorithms Huo Hogwei 1 The hirig problem
More informationA new sequence convergent to Euler Mascheroni constant
You ad Che Joural of Iequalities ad Applicatios 08) 08:7 https://doi.org/0.86/s3660-08-670-6 R E S E A R C H Ope Access A ew sequece coverget to Euler Mascheroi costat Xu You * ad Di-Rog Che * Correspodece:
More informationSimulation Study of Partly Excited Parasitic Elements for an Aperture Array
Siulatio Study of Partly Excited Parasitic Eleets for a Aperture Array Dari Radeaad, Taio Isoo, Tadashi Takao,3 The Uiversity of Tokyo, 7-3- Hogo, Bukyo, Tokyo 3-8656 Japa, E-ail:dari_r@yahooco, dari@radioetisasacjp
More informationThe z-transform. 7.1 Introduction. 7.2 The z-transform Derivation of the z-transform: x[n] = z n LTI system, h[n] z = re j
The -Trasform 7. Itroductio Geeralie the complex siusoidal represetatio offered by DTFT to a represetatio of complex expoetial sigals. Obtai more geeral characteristics for discrete-time LTI systems. 7.
More informationMobility Weakens the Distinction between Multicast and Unicast
Mobility Weakes the Distictio betwee Multicast ad Uicast Yi Qi, Xiaohua Tia, Weijie Wu, Xibig Wag Dept. of Electroic Egieerig Shaghai Jiao Tog Uiversity, Chia Eail: {qiyi 33, xtia, wwj, xwag8}@sjtu.edu.c
More informationContents Two Sample t Tests Two Sample t Tests
Cotets 3.5.3 Two Saple t Tests................................... 3.5.3 Two Saple t Tests Setup: Two Saples We ow focus o a sceario where we have two idepedet saples fro possibly differet populatios. Our
More informationAPPLICATION OF UNCERTAIN NONLINEAR SYSTEMS PARTIAL STATE VARIABLES CONTROL TO A CLASS OF PENDULUM SYSTEMS
3 st Deceber 0 Vol 46 No 005-0 JATIT & LLS All rights reserved ISSN: 99-8645 wwwjatitorg E-ISSN: 87-395 APPLICATION OF UNCERTAIN NONLINEAR SYSTEMS PARTIAL STATE VARIABLES CONTROL TO A CLASS OF PENDULUM
More informationDETERMINATION OF MECHANICAL PROPERTIES OF A NON- UNIFORM BEAM USING THE MEASUREMENT OF THE EXCITED LONGITUDINAL ELASTIC VIBRATIONS.
ICSV4 Cairs Australia 9- July 7 DTRMINATION OF MCHANICAL PROPRTIS OF A NON- UNIFORM BAM USING TH MASURMNT OF TH XCITD LONGITUDINAL LASTIC VIBRATIONS Pavel Aokhi ad Vladimir Gordo Departmet of the mathematics
More information1 The Primal and Dual of an Optimization Problem
CS 189 Itroductio to Machie Learig Fall 2017 Note 18 Previously, i our ivestigatio of SVMs, we forulated a costraied optiizatio proble that we ca solve to fid the optial paraeters for our hyperplae decisio
More information1.2 AXIOMATIC APPROACH TO PROBABILITY AND PROPERTIES OF PROBABILITY MEASURE 1.2 AXIOMATIC APPROACH TO PROBABILITY AND
NTEL- robability ad Distributios MODULE 1 ROBABILITY LECTURE 2 Topics 1.2 AXIOMATIC AROACH TO ROBABILITY AND ROERTIES OF ROBABILITY MEASURE 1.2.1 Iclusio-Exclusio Forula I the followig sectio we will discuss
More informationA statistical method to determine sample size to estimate characteristic value of soil parameters
A statistical method to determie sample size to estimate characteristic value of soil parameters Y. Hojo, B. Setiawa 2 ad M. Suzuki 3 Abstract Sample size is a importat factor to be cosidered i determiig
More informationMaximum Power Estimation Using the Limiting Distributions of Extreme Order Statistics
Maxiu Power Estiatio Usig the Liitig Distributios of Extree Order Statistics Qiru Qiu Qig Wu ad Massoud Pedra Departet of Electrical Egieerig Systes Uiversity of Souther Califoria Los Ageles CA 90089 EMAIL:
More informationA New Approach to Classical Statistical Mechanics
Joural of Moder Physics, 211, 2, 1235-1241 doi:1.4236/jp.211.211153 Published Olie Noveber 211 (http://www.scirp.org/joural/jp) A New Approach to Classical Statistical Mechaics Abstract Nijaligappa Uakatha
More informationTHE KALMAN FILTER RAUL ROJAS
THE KALMAN FILTER RAUL ROJAS Abstract. This paper provides a getle itroductio to the Kalma filter, a umerical method that ca be used for sesor fusio or for calculatio of trajectories. First, we cosider
More informationVasyl Moisyshyn*, Bogdan Borysevych*, Oleg Vytyaz*, Yuriy Gavryliv*
AGH DRILLING, OIL, GAS Vol. 3 No. 3 204 http://dx.doi.org/0.7494/drill.204.3.3.43 Vasyl Moisyshy*, Bogda Borysevych*, Oleg Vytyaz*, Yuriy Gavryliv* DEVELOPMENT OF THE MATHEMATICAL MODELS OF THE INTEGRAL
More information