Simulation of Laser Manipulation of Bloch. Vector in Adiabatic Regime

Size: px
Start display at page:

Download "Simulation of Laser Manipulation of Bloch. Vector in Adiabatic Regime"

Transcription

1 Advaces i Applied Physics, Vol. 2, 214, o. 2, HIKAI Ltd, Simulatio of Laser Maipulatio of Bloch Vector i Adiabatic egime yuzi Yao Murora Istitute of Techology, 27-1, Mizumoto-cho Murora , Japa Hiroyuki Shiojima Kurume Natioal College of Techology Kurume , Japa Copyright 214 yuzi Yao ad Hiroyuki Shiojima. This is a ope access article distributed uder the Creative Commos Attributio Licese, which permits urestricted use, distributio, ad reproductio i ay medium, provided the origial work is properly cited. Abstract Simulatios of the Bloch vector maipulatio of two operatios (oe that utilizes the geometric phase (geometric operatio) ad the other that does ot utilize the geometric phase (simple operatio) i the adiabatic regime eabled us to study the tolerace of the geometric phase utilized operatio agaist the laser oise. We simulated the Bloch vector maipulatio by the laser field with the amplitude, the frequecy, ad the costat phase are proportioally, itegrally, ad derivatively cotrolled. The maipulatio of the Bloch vector is a /2 rotatio aroud 2-axis. There are few advatage by usig the operatio of the geometric phase over the simple operatio. It has a advatage over oly whe the geometric phase operatio is utilized such that the magitude of the frequecy of the oise is large, ad that the oise correlatio time is small. Keywords: Bloch Vector, geometric phase, PID cotrol 1 Itrtoductio The realizatio of quatum computers will require log coherece time for materials ad low rate for cotrol operatios. [1-3] The low rate for quatum computers requires a series of accurately cotrollable quatum operatios. The field that maipulates a Bloch vector (a two-level atom) usually

2 54 yuzi Yao ad Hiroyuki Shiojima has oise compoets. Therefore, a oise-free cotrol method (operatio) is eeded for the accurate cotrol of the Bloch vector. To cotrol the Bloch vector accurately, it is ecessary to kow the tolerace of the cotrol operatio whe the field is oisy. After the Berry s adiabatic geometrical phase () [4] has bee itroduced, may papers have appeared cocerig to the basic sciece ad applicatios [5, 6]. The operatios have bee cosidered to be less sesitive tha the operatios without usig agaist oises of the cotrol fields. Therefore, the utilized Bloch vector maipulatio was proposed as the low rate maipulatig method. However, o clear coclusio seems to have bee obtaied about the usefuless of the utilized operatio [7-1]. Also, there seems to have bee a few discussios which oise has a ifluece o the operatio amog the amplitude, the frequecy, ad the phase oises of the optical field. Oe simple way to see the tolerace of the operatio is to simulate both ad dyamical operatios ad compare their toleraces. Here, we umerically studied ad compared the tolerace of a operatio a dyamical operatio agaist the laser oise i the adiabatic regime. The simulatio was performed while imagig a very uiversal model (a two-level atom). There are so may real physical systems correspodig to a two-level atom: Gas (b gas, Cs gas), rare-earth io doped crystals, ad semicoductor quatum dots eve i the optical regime [11-13]. 2 Calculatio Procedure To make clear which of the two operatios (the operatio ad the simple operatio) is less affected by the laser field oise, we performed the followig calculatio. We cosider a two-level atom irradiated by a optical field. The wave fuctio of the two-level atom with the two eergy eigestates u a(r) (the excited states with the agular frequecy a ) ad u (r b ) (the groud states with the agular frequecy b ) with the trasitio agular frequecy give by a b is writte by ( r, t) c ( t)exp( i t) u ( r) c ( t)exp( i t) u ( r) (1) a a a The excitatio optical field has the amplitude E, the ceter agular frequecy ad the costat phase : E ( t) E cos( t ). For simplicity, i the umerical calculatios, the optical pulses have square evelopes with the same amplitude if the optical fields are oise-free fields. Followig the procedure of Meystre ad Sarget III [14], we obtai the solutios for the probability amplitudes c a (t) ad c b (t) for the excitatio optical field with the duratio t as: ca( t) ca() A(,, ) t (2) cb ( t) cb () with b b b

3 Simulatio of laser maipulatio of Bloch vector i adiabatic regime 55 t t t t t [cos i si ]exp i i si exp( i)exp i A(,, t). t t t t t i si exp( i)exp i [cos i si ]exp i Here, is the abi agular frequecy, the detuig, ad 2 2. The real optical field usually has the amplitude, the frequecy, ad the phase oises simultaeously. I the simulatio, however, we itetioally itroduce oly oe of the oises of the laser field durig the Bloch vector maipulatio. The simulatio will clarify which oise will affect the accurate cotrol of the Bloch vector. We simulate some oises of the proportioally, itegrally, ad derivatively (PID) cotrolled laser field by usig the radom umbers with the help of the PID loop. Each laser field is temporally divided ito N pieces of sub-fields with the pulse duratio /N. Withi the sub-field, the oise is costat. The parameter / N ( is the pulse width) correspods to the oise correlatio time. The abi agular frequecy ad the detuig ca be defied i the uit of the abi agular frequecy oiseless o resoace give by the oise-free optical field: (1 A e ), (3) oiseless ( / ) A e. (4) oiseless oiseless oiseless The fluctuatio of the phase factor aroud is give by 2 A e. (5) Here, we call e, ad A, A, ad A as oise amplitudes. The radom umbers e, e are proportioally, itegrally, ad derivatively (PID) [15] cotrolled radom umbers. I the simulatio, uiform radom umbers have bee ofte used to simulate the oise of the cotrol field [9]. We cosider that the radom umbers defied i the followig are more realistic to describe the oise of the cotrol field. Usig a liear cogruetial method, we first geerate uiform radom umbers 27 by the relatio x 1 ax b, (mod c), with a 153, b 7391, c 2. We also used aother set of parameters for the radom umbers. We obtaied similar simulatio results, ad the coclusio does ot chage. The PID cotrolled radom umbers which we use here are geerated usig the radom umbers s which are created by the uiform radom umbers x with their values betwee -1 ad 1: 1 x 1. The radom umbers s thus geerated simulates the oise characteristics of free-ruig lasers better tha the uiform radom umbers. The (+1)-th PID radom umbers e, 1, e, 1, ad e, 1 (We write them by e 1 i the followig relatios.) are give by the followig relatios: e e Y, (6) 1 1

4 56 yuzi Yao ad Hiroyuki Shiojima with e e e 1 TD e e 1 e Y Y 1 KP 2 2 (7) TI The magitude of K P determies the mai characters of the PID cotrolled radom umbers, ad shows the feedback stregth. The parameters i the calculatio are K P 1, T I 1, ad T D. 1. The mius sig of K P appears to reduce the deviatio e from zero. The variables Y, e whe. At this poit, oe might cosider that the oises geerated by above-metioed process are physically meaigless because the oises are ot geerated by a particular set of equatios with a particular set of parameters. For example, oe might cosider that we should use the Lagevi-type equatios to geerate oises with fiite correlatio times. However, the laser oise properties of the amplitude, phase, ad frequecy are differet depedig o the property of the laser system. Thus, the simulatio results with specific oises which are geerated by a particular set of equatios with a particular set of parameters oly represet oe specific case. The radom umbers e s created by our method deviates from the startig value zero as the umber icreases ad behaves like the steps of a druk [16]. To correct ad reduce the deviatio of the radom umber from the iitial value, the PID cotrol is performed. The PID cotrolled radom umbers reproduce the jitter correctio process of a laser system. The testig two operatios rotates the Bloch vector aroud 2-axis by a agle /2. Oe operatio rotates simply the Bloch vector aroud 2-axis with a pulse area /2 by a laser field (Here, we call this operatio as the simple operatio.). The operatio o resoace optical pulse ( ) that rotates the Bloch vector aroud 2 axis for a agle of is give by the optical pulse sequeces: # 1;pulse area / 2,, # 2;, / 2, ad # 3; / 2, [13]. We thus cosider the case of / 2. The 2 2 matrix A ( A ) correspodig to the simple operatio (the operatio) is give by the products of N (4N) matrixes. To estimate the tolerace of the operatios agaist the oisy optical fields, the fidelity is ofte used. The defiitio of the fidelity F betwee two wave vectors 2 ad is defied as F [17]. However, the fidelity betwee two wave vectors ad gives the same fidelity as that betwee ad. Therefore, the fidelity defied above caot distiguish betwee ad. Thus, whe the oise field is strog, the fidelity may be ot a good measure to estimate the tolerace of operatios. Here, istead of usig the fidelity, we use the followig value for the tolerace estimatio. The matrix elemets m a i, k (i,k=1,2, m, ) of the two operatios thus obtaied are differet m from those for the oise-free optical pulse. Let the differece be deoted by a i, k. m m 2 We defie the as, a 1,2,. The thus defied is ot i k i affected by the iitial state of the Bloch vector, k ad gives a measure for the m tolerace of the operatios agaist the oise of the optical field. The, was averaged for ~1 5 times.

5 Simulatio of laser maipulatio of Bloch vector i adiabatic regime 57 3 Numerical esults ad Discussios First, we show ad discuss the results whe Kp = 1. Figure 1 shows the N depedece of the averaged for the amplitude oise of the optical field with the oise amplitudes A =.3 ad.1. The dashed curves are averaged s for the simple operatio ad the solid curves are those for the operatio. For ay N values calculated, ~ 3. As the amplitude oise oly causes the rotatio agle jitter, we coclude that the operatio is ot useful whe the optical field has the amplitude oise. This tedecy is observed also for A =.1 ad.3. The N depedece of the phase oise with the oise amplitude A =.3 ad.1 is show i Fig. 2. The dashed curve is the averaged s for the simple operatio ad the solid curve is that for the operatio. Ulike the case of the amplitude oise, for ay N calculated. Also, as N icreases, the differece betwee ad becomes larger. Thus, the operatio is weak agaist the phase oise. This tedecy is observed also for A =.1 ad.3. Figure 3 shows the N depedece of the averaged for the frequecy oise with the oise amplitude A =.1 ad.3. The dashed curves are the averaged s for the simple operatio ad the solid curves are those for the operatio. Whe A =.3, clearly larger tha is for.3 A.1 A Fig. 1. N depedece of <> for the amplitude oise. Square plots are <> for gates with the oise amplitudes.1 ad.3. The circles are <> for the simple gate with the oise amplitudes.1 ad.3. Fig. 2. N depedece of <> for the phase oise. Square plots are <> for gates with the oise amplitudes.1 ad.3. The circles are <> for the simple gate with the oise amplitudes.1 ad.3..3 A.3 A.3 A.1 A.1 A.1 A Fig. 3. N depedece of <> for the detuig oise. Square plots are <> for gates with the oise amplitudes.1 ad.3. The circles are <> for the simple gate with the oise amplitudes.1 ad.3.

6 58 yuzi Yao ad Hiroyuki Shiojima ay N we calculated. However, for A =.1 ad N = 1, is smaller tha. For A =.3, ot show i Fig.3, ~ whe N 1. I the Bloch vector maipulatio, both the frequecy ad the costat phase fluctuatios cause the shift of the rotatio axis. Whe the detuig chages its value mootoically from (-) sig to (+) sig, the rotatio axis directs from dowward to upward. The phase sift, however, causes the rotatio axis to tur aroud 3-axis periodically as icreases. The differeces of the role for the rotatio axis shift may cause the drastic differece of the N depedece for ad. I most cases is larger tha. Exceptio is the case of the frequecy oise. The Fig.4 N depedeces of averaged s becomes smaller tha of the simple operatio with the whe amplitude oise A =.3. The squares, N is large eough. We see that for A triagles, ad circles represet the data with Kp =.3 ad N 1, is =.3, 1 ad 1.7, respectively. larger tha. However, for A =.1, we see that as the umber of sub-fields N becomes large, the ratio / becomes small, ad fially becomes smaller tha whe N = 1. This iversio of the relative magitudes betwee ad is observed also for A =.1 ad.3. Here, we defie the umber of sub-fields whe = as N cross. The tedecy is observed that N cross becomes small as the oise amplitude A becomes large. We presetly have o clear idea to explai why this iversio of the magitude occurs. Above results are for the case where the feedback coefficiet Kp 1. We also simulated Bloch vector maipulatio ad calculated the s ad for Kp =.3 ad 1.7 at oise amplitudes of.3,.1,.3, ad.1. Figures 4 ad 5 show the N depedeces of s ad for the amplitude oise with A =.3. To avoid cofusio, the results of the s by the simple ad operatios are separated, ad Figs. 4 ad 5 correspod to the case of the simple operatio, ad operatio, Fig.5 N depedeces of averaged s of the operatio with the amplitude oise A =.3. The squares, triagles, ad circles represet the data with Kp =.3, 1 ad 1.7, respectively.

7 Simulatio of laser maipulatio of Bloch vector i adiabatic regime 59 respectively. The averaged s ad for Kp =.3 ad 1.7 show similar N depedeces as those for Kp = 1, ad i most cases is larger tha. The s ad for Kp = 1 ad 1.7 take similar values. Also, the ( ) for Kp =.3 is about 1 times larger tha the correspodig s for Kp = 1 ad 1.7. Figure 6 shows the N depedeces of averaged s ad for the phase oise with A =.3. The squares, triagles, ad circles correspod to the averaged s for Kp =.3, 1, ad 1.7, respectively. The solid ad dashed curves correspod to the s with the simple operatio ad those with the operatio, respectively. We immediately otice that the operatio is very weak agaist the phase oise. Also, it is observed that the s ad for Fig.6 N depedeces of averaged s Kp =.3 are about 1 times larger tha ad for the phase the correspodig s for Kp = 1 ad oise with A =.3. The squares, 1.7, the tedecy observed for the case of the amplitude oise see i Figs. 4 ad 5. Figure 7 shows the N depedeces of s ad for the frequecy oise with A =.3. The squares, triagles, ad circles correspod to the s for =.3, 1, ad 1.7, respectively. The solid curves ad dashed curves are for those with the simple operatio ad the operatio, respectively. We immediately otice that the operatio is very weak agaist the phase oise. The tedecy observed for the case of the amplitude ad phase oises see i Figs. 4, 5, ad 6 is also observed for the case of the frequecy ose, ad the s ad for Kp =.3 are about 1 times larger tha the correspodig s for Kp = 1 ad 1.7. Why the s ad for Kp =.3 are about 1 times larger tha the correspodig s triagles, ad circles correspod to the s for Kp =.3, 1, ad 1.7, respectively. The dashed curves ad solid curves correspod to the averaged s with the simple operatio ad those with the operatio, respectively. Fig. 7 N depedeces of averaged s ad for the frequecy oise with the oise amplitude A =.3. The squares, triagles, ad circles correspod to the s for Kp =.3, 1, ad 1.7, respectively. The dashed curves ad solid curves are the s of the simple operatio ad the operatio, respectively.

8 6 yuzi Yao ad Hiroyuki Shiojima for Kp = 1 ad 1.7. We discuss this reaso qualitatively. Figure 8 shows series of the PID cotrolled radom umbers for Kp =.3, 1, ad 1.7. To avoid cofusio, the radom umbers with Kp =.3 (1.7) are shifted vertically by 5. (-5.). If we assume that the horizotal axis represets the time, these series of radom umbers show the temporal oise behaviors. The series of the radom umbers with Kp = simulates the oise of free-ruig laser. From Figure 8, we immediately otice that: Whe the feedback factor Kp = 1, the series of the radom umbers is well cotrolled, although the oise caot be Fig.8 Series of the PID cotrolled radom umbers for Kp =.3, 1, ad 1.7. To avoid cofusio, the radom umbers with Kp =.3 (1.7) are shifted by 5. (-5.). perfectly cacelled. The series of the radom umbers with Kp = 1.7 has very sharp oisy compoet due to the excess feedback. I the time domai, the oise has high frequecy compoets. The series of the radom umbers with Kp =.3 chages its value slowly due to the weak feedback. I the time domai, the oise has slow frequecy compoets. The amplitude oise causes the fluctuatio of the pulse area (the rotatio agle). The phase ad frequecy oises cause the fluctuatio of the rotatio axis (the directio of the torque vector). [18] Therefore, if the oise compoet of the amplitude chages slowly i the time domai (case of Kp =.3), the amplitude will be larger tha the settled amplitude (the iitially settled amplitude without oise) i a certai time regio, ad i aother time regio, the amplitude will be smaller tha the settled amplitude. The fluctuatio of the deviatio of the amplitude from the settled amplitude will chage slowly ad the of the rotatio agle accumulates. Thus, the fial rotatio agle will deviate largely from the settled agle. I the similar way, if the oise compoet of the phase or the frequecy chages slowly i the time domai (the case of Kp =.3), the rotatio directio of the Bloch vector shifts from the settled directio ad fluctuates upward ad dowward (the frequecy oise), or rightward ad leftward (the phase oise) i the Bloch sphere. If the temporal chage of the rotatio directio fluctuates slowly, the ifluece of the deviatio of the rotatio directio accumulates. Thus, the fial rotatio agle ad rotatio axis will deviates largely from the settled agle ad rotatio axis. O the other had, if the oise compoet of the amplitude of the optical field

9 Simulatio of laser maipulatio of Bloch vector i adiabatic regime 61 fluctuates very fast i the time domai (the case of Kp = 1.7), the amplitude will be larger tha the settled amplitude (the iitially settled amplitude without oise) i a short time regio, ad the amplitude will be smaller tha the settled amplitude i the ext short time regio. The fluctuatio of the deviatio of the amplitude from the settled amplitude will chage rapidly ad the of the rotatio agle will be cacelled ad will ot accumulate. Thus, the fial rotatio agle will ot deviate largely from the settled agle. If the oise compoet of the phase or the frequecy chages rapidly i the time domai (case of Kp = 1.7), the rotatio directio of the Bloch vector shifts from the settled directio ad fluctuates. However, due to the fast fluctuatio of the rotatio axis aroud the iitially aimed directio, roughly speakig, the Bloch vector will rotate aroud the iitially aimed directio. Thus, the fial rotatio agle ad rotatio axis will ot deviate largely from the settled agle ad the rotatio axis. This cosideratio will also explai why the averaged s for Kp = 1.7 has similar magitudes as those for Kp = 1. Above cosideratios will qualitatively explai the reaso that the s ad for Kp =.3 are larger tha the correspodig s for Kp = 1 ad 1.7. I the past, it has bee discussed that due to the o-cyclic evolutio (ot a closed loop) of a Bloch vector by the oisy cotrol field, the tolerace of the operatio becomes worse [9]. Figure 3 suggests, however, that the operatio is better tha a simple operatio i some cases eve a o-cyclic evolutio may occur. 4 Summary We umerically studied the tolerace of two operatios agaist oisy optical laser fields for the case of the Bloch vector rotatio with a agle of /2 aroud 2-axis. We foud that the operatio is especially weak agaist the phase oise. We also foud that operatio has a advatage over the simple operatio agaist the frequecy oise whe the amplitude oise is large ad the correlatio time is small. Thus, if the optical field has oly the frequecy oise, the tolerace of the operatio is better tha that of the simple operatio whe the oise correlatio time is small. efereces [1] M. A. Nielse ad I. L. Chuag, Quatum Computig ad Quatum Iformatio (Cambridge Uiversity Press, Cambridge, UK, 2). [2] G. eeti, G. Casati, ad G. Strii, Priciples of Quatum Computatio ad

10 62 yuzi Yao ad Hiroyuki Shiojima Quatum Iformatio, Volume I Basic Cocepts I (World Scietific, Sigapore, 24). [3] M. Le Bellac, A short Itroductio of Quatum Iformatio ad Quatum Computatio, (Cambridge Uiv., 26). [4] M. V. Berry, Proc. oy. Soc. Lodo, A392 (1985) [5] Giuseppe Falci, osario Fazio, G. Massimo Palma, Jes Siewert ad Vlatko Vedral, Nature 47 (2) [6] A. Bohm, A, Mostafazadeh, H. Koizumi, Q. Niu, ad J. Zwaziger, The geometric Phase i Quatum Systems (Spriger, 23). [7] J. A. Joes, V. Vedral, A. Ekert, ad G. Castagoli, Nature 43, (2) [8] A. Ekert, M. Ericsso, P. Hayde, H. Iamori, J. Joes, D. Oi, ad V. Vedral, J. Mod. Opt. 47, (2) [9] A. Blais, ad A. -M. S. Tremblay, Phys. ev. A67, (23) [1] O. Oreshkov, T. A. Bru, ad D. A. Lidar, Phys. ev. Lett. 12, (29) [11] A. P. Heberle, J. J. Baumberg, ad K. Köhler, Phys. ev. Lett. 75 (1995) [12] C. Moroe, D. M. Meekhof, B. E. Kig, W. M. Itao, ad D. J. Wielad, Phys. ev. Lett. 75 (1995) [13] M. Tia, Zeb W. Barber, J. A. Fischer, ad Wm. adall Babbitt, Phys. ev. A69 (24) 531(). [14] P. Meystre, ad M. Sarget III, Elemets of Quatum Optics 3rd ed. (Spriger, 1999) p [15] Y. Cheg-Chig, Autotuig of PID Cotrollers: elay Feedback Approach 2d ed. (Spriger, 26). [16] F. eif, Fudametals of Thermal ad Statistical Physics, (McGraw-Hill, Aucklad, 1965), p.4.

11 Simulatio of laser maipulatio of Bloch vector i adiabatic regime 63 [17] ef. 2, p.15. [18] ef. 14, p.95, Fig eceived: November 12, 214; Published: December 5, 214

Logarithms APPENDIX IV. 265 Appendix

Logarithms APPENDIX IV. 265 Appendix APPENDIX IV Logarithms Sometimes, a umerical expressio may ivolve multiplicatio, divisio or ratioal powers of large umbers. For such calculatios, logarithms are very useful. They help us i makig difficult

More information

A New Space-Repetition Code Based on One Bit Feedback Compared to Alamouti Space-Time Code

A New Space-Repetition Code Based on One Bit Feedback Compared to Alamouti Space-Time Code Proceedigs of the 4th WSEAS It. Coferece o Electromagetics, Wireless ad Optical Commuicatios, Veice, Italy, November 0-, 006 107 A New Space-Repetitio Code Based o Oe Bit Feedback Compared to Alamouti

More information

INCREASE OF STRAIN GAGE OUTPUT VOLTAGE SIGNALS ACCURACY USING VIRTUAL INSTRUMENT WITH HARMONIC EXCITATION

INCREASE OF STRAIN GAGE OUTPUT VOLTAGE SIGNALS ACCURACY USING VIRTUAL INSTRUMENT WITH HARMONIC EXCITATION XIX IMEKO World Cogress Fudametal ad Applied Metrology September 6, 9, Lisbo, Portugal INCREASE OF STRAIN GAGE OUTPUT VOLTAGE SIGNALS ACCURACY USING VIRTUAL INSTRUMENT WITH HARMONIC EXCITATION Dalibor

More information

Application of Improved Genetic Algorithm to Two-side Assembly Line Balancing

Application of Improved Genetic Algorithm to Two-side Assembly Line Balancing 206 3 rd Iteratioal Coferece o Mechaical, Idustrial, ad Maufacturig Egieerig (MIME 206) ISBN: 978--60595-33-7 Applicatio of Improved Geetic Algorithm to Two-side Assembly Lie Balacig Ximi Zhag, Qia Wag,

More information

APPLICATION NOTE UNDERSTANDING EFFECTIVE BITS

APPLICATION NOTE UNDERSTANDING EFFECTIVE BITS APPLICATION NOTE AN95091 INTRODUCTION UNDERSTANDING EFFECTIVE BITS Toy Girard, Sigatec, Desig ad Applicatios Egieer Oe criteria ofte used to evaluate a Aalog to Digital Coverter (ADC) or data acquisitio

More information

Lecture 4: Frequency Reuse Concepts

Lecture 4: Frequency Reuse Concepts EE 499: Wireless & Mobile Commuicatios (8) Lecture 4: Frequecy euse Cocepts Distace betwee Co-Chael Cell Ceters Kowig the relatio betwee,, ad, we ca easily fid distace betwee the ceter poits of two co

More information

AC : USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM

AC : USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM AC 007-7: USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM Josue Njock-Libii, Idiaa Uiversity-Purdue Uiversity-Fort Waye Josué Njock Libii is Associate Professor

More information

Single Bit DACs in a Nutshell. Part I DAC Basics

Single Bit DACs in a Nutshell. Part I DAC Basics Sigle Bit DACs i a Nutshell Part I DAC Basics By Dave Va Ess, Pricipal Applicatio Egieer, Cypress Semicoductor May embedded applicatios require geeratig aalog outputs uder digital cotrol. It may be a DC

More information

CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER

CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER 95 CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER 5.1 GENERAL Ru-legth codig is a lossless image compressio techique, which produces modest compressio ratios. Oe way of icreasig the compressio ratio of a ru-legth

More information

Problem of calculating time delay between pulse arrivals

Problem of calculating time delay between pulse arrivals America Joural of Egieerig Research (AJER) 5 America Joural of Egieerig Research (AJER) e-issn: 3-847 p-issn : 3-936 Volume-4, Issue-4, pp-3-4 www.ajer.org Research Paper Problem of calculatig time delay

More information

Roberto s Notes on Infinite Series Chapter 1: Series Section 2. Infinite series

Roberto s Notes on Infinite Series Chapter 1: Series Section 2. Infinite series Roberto s Notes o Ifiite Series Chapter : Series Sectio Ifiite series What you eed to ow already: What sequeces are. Basic termiology ad otatio for sequeces. What you ca lear here: What a ifiite series

More information

RMS WIDTH OF PULSES PROPAGATING IN AN ARBITRARY DISPERSIVE MEDIUM

RMS WIDTH OF PULSES PROPAGATING IN AN ARBITRARY DISPERSIVE MEDIUM RMS WIDTH OF PULSES PROPAGATING IN AN ARBITRARY DISPERSIVE MEDIUM P.- A. Bélaer, A. Gajadharsih COPL, Départemet de Physique, Uiversité Laval. ad C. Paré Istitut Natioal d Optique INO, Québec. Abstract

More information

MEASUREMENT AND CONTORL OF TOTAL HARMONIC DISTORTION IN FREQUENCY RANGE 0,02-10KHZ.

MEASUREMENT AND CONTORL OF TOTAL HARMONIC DISTORTION IN FREQUENCY RANGE 0,02-10KHZ. ELECTRONICS 00 September, Sozopol, BLGARIA MEASREMENT AND CONTORL OF TOTAL HARMONIC DISTORTION IN FREQENCY RANGE 0,0-0KHZ. Plame Agelov Agelov Faculty for Computer Sciece, Egieerig ad Natural Studies,

More information

Importance Analysis of Urban Rail Transit Network Station Based on Passenger

Importance Analysis of Urban Rail Transit Network Station Based on Passenger Joural of Itelliget Learig Systems ad Applicatios, 201, 5, 22-26 Published Olie November 201 (http://www.scirp.org/joural/jilsa) http://dx.doi.org/10.426/jilsa.201.54027 Importace Aalysis of Urba Rail

More information

Analysis and Optimization Design of Snubber Cricuit for Isolated DC-DC Converters in DC Power Grid

Analysis and Optimization Design of Snubber Cricuit for Isolated DC-DC Converters in DC Power Grid Aalysis ad Optimizatio Desig of Subber Cricuit for Isolated DC-DC Coverters i DC Power Grid Koji Orikawa Nagaoka Uiversity of Techology Nagaoka, Japa orikawa@st.agaokaut.ac.jp Ju-ichi Itoh Nagaoka Uiversity

More information

R. W. Erickson. Department of Electrical, Computer, and Energy Engineering University of Colorado, Boulder

R. W. Erickson. Department of Electrical, Computer, and Energy Engineering University of Colorado, Boulder R. W. Erickso Departmet of Electrical, Computer, ad Eergy Egieerig Uiversity of Colorado, Boulder 4.2.2. The Power MOSFET Gate Source Gate legths approachig oe micro p - p Cosists of may small ehacemetmode

More information

COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS

COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS Mariusz Ziółko, Przemysław Sypka ad Bartosz Ziółko Departmet of Electroics, AGH Uiversity of Sciece ad Techology, al. Mickiewicza 3, 3-59 Kraków, Polad,

More information

Procedia - Social and Behavioral Sciences 128 ( 2014 ) EPC-TKS 2013

Procedia - Social and Behavioral Sciences 128 ( 2014 ) EPC-TKS 2013 Available olie at www.sciecedirect.com ScieceDirect Procedia - Social ad Behavioral Scieces 18 ( 014 ) 399 405 EPC-TKS 013 Iductive derivatio of formulae by a computer Sava Grozdev a *, Veseli Nekov b

More information

PROJECT #2 GENERIC ROBOT SIMULATOR

PROJECT #2 GENERIC ROBOT SIMULATOR Uiversity of Missouri-Columbia Departmet of Electrical ad Computer Egieerig ECE 7330 Itroductio to Mechatroics ad Robotic Visio Fall, 2010 PROJECT #2 GENERIC ROBOT SIMULATOR Luis Alberto Rivera Estrada

More information

A SIMPLE METHOD OF GOAL DIRECTED LOSSY SYNTHESIS AND NETWORK OPTIMIZATION

A SIMPLE METHOD OF GOAL DIRECTED LOSSY SYNTHESIS AND NETWORK OPTIMIZATION 49 A SIMPL MOD OF GOAL DIRCD LOSSY SYNSIS AND NWORK OPIMIZAION K. ájek a),. Michal b), J. Sedláek b), M. Steibauer b) a) Uiversity of Defece, Kouicova 65,63 00 ro,czech Republic, b) ro Uiversity of echology,

More information

A SIMPLE METHOD OF GOAL DIRECTED LOSSY SYNTHESIS AND NETWORK OPTIMIZATION

A SIMPLE METHOD OF GOAL DIRECTED LOSSY SYNTHESIS AND NETWORK OPTIMIZATION A SIMPL MOD OF GOAL DIRCD LOSSY SYNSIS AND NWORK OPIMIZAION Karel ájek a), ratislav Michal, Jiří Sedláček a) Uiversity of Defece, Kouicova 65,63 00 Bro,Czech Republic, Bro Uiversity of echology, Kolejí

More information

Spread Spectrum Signal for Digital Communications

Spread Spectrum Signal for Digital Communications Wireless Iformatio Trasmissio System Lab. Spread Spectrum Sigal for Digital Commuicatios Istitute of Commuicatios Egieerig Natioal Su Yat-se Uiversity Spread Spectrum Commuicatios Defiitio: The trasmitted

More information

ELEC 350 Electronics I Fall 2014

ELEC 350 Electronics I Fall 2014 ELEC 350 Electroics I Fall 04 Fial Exam Geeral Iformatio Rough breakdow of topic coverage: 0-5% JT fudametals ad regios of operatio 0-40% MOSFET fudametals biasig ad small-sigal modelig 0-5% iodes (p-juctio

More information

Laboratory Exercise 3: Dynamic System Response Laboratory Handout AME 250: Fundamentals of Measurements and Data Analysis

Laboratory Exercise 3: Dynamic System Response Laboratory Handout AME 250: Fundamentals of Measurements and Data Analysis Laboratory Exercise 3: Dyamic System Respose Laboratory Hadout AME 50: Fudametals of Measuremets ad Data Aalysis Prepared by: Matthew Beigto Date exercises to be performed: Deliverables: Part I 1) Usig

More information

LETTER A Novel Adaptive Channel Estimation Scheme for DS-CDMA

LETTER A Novel Adaptive Channel Estimation Scheme for DS-CDMA 1274 LETTER A Novel Adaptive Chael Estimatio Scheme for DS-CDMA Che HE a), Member ad Xiao-xiag LI, Nomember SUMMARY This paper proposes a adaptive chael estimatio scheme, which uses differet movig average

More information

Computational Algorithm for Higher Order Legendre Polynomial and Gaussian Quadrature Method

Computational Algorithm for Higher Order Legendre Polynomial and Gaussian Quadrature Method Computatioal Algorithm for Higher Order Legre olyomial ad Gaussia Quadrature Method Asif M. Mughal, Xiu Ye ad Kamra Iqbal Dept. of Applied Sciece, Dept. of Mathematics ad Statistics, Dept. of Systems Egieerig

More information

A Novel Small Signal Power Line Quality Measurement System

A Novel Small Signal Power Line Quality Measurement System IMTC 3 - Istrumetatio ad Measuremet Techology Coferece Vail, CO, USA, - May 3 A ovel Small Sigal Power Lie Quality Measuremet System Paul B. Crilly, Erik Leadro Boaldi, Levy Ely de Lacarda de Oliveira,

More information

GENERATE AND MEASURE STANDING SOUND WAVES IN KUNDT S TUBE.

GENERATE AND MEASURE STANDING SOUND WAVES IN KUNDT S TUBE. Acoustics Wavelegth ad speed of soud Speed of Soud i Air GENERATE AND MEASURE STANDING SOUND WAVES IN KUNDT S TUBE. Geerate stadig waves i Kudt s tube with both eds closed off. Measure the fudametal frequecy

More information

Permutation Enumeration

Permutation Enumeration RMT 2012 Power Roud Rubric February 18, 2012 Permutatio Eumeratio 1 (a List all permutatios of {1, 2, 3} (b Give a expressio for the umber of permutatios of {1, 2, 3,, } i terms of Compute the umber for

More information

Introduction to Wireless Communication Systems ECE 476/ECE 501C/CS 513 Winter 2003

Introduction to Wireless Communication Systems ECE 476/ECE 501C/CS 513 Winter 2003 troductio to Wireless Commuicatio ystems ECE 476/ECE 501C/C 513 Witer 2003 eview for Exam #1 March 4, 2003 Exam Details Must follow seatig chart - Posted 30 miutes before exam. Cheatig will be treated

More information

Pulse-echo Ultrasonic NDE of Adhesive Bonds in Automotive Assembly

Pulse-echo Ultrasonic NDE of Adhesive Bonds in Automotive Assembly ECNDT 6 - Poster 7 Pulse-echo Ultrasoic NDE of Adhesive Bods i Automotive Assembly Roma Gr. MAEV, Sergey TITOV, Uiversity of Widsor, Widsor, Caada Abstract. Recetly, adhesive bodig techology has begu to

More information

On Parity based Divide and Conquer Recursive Functions

On Parity based Divide and Conquer Recursive Functions O Parity based Divide ad Coquer Recursive Fuctios Sug-Hyu Cha Abstract The parity based divide ad coquer recursio trees are itroduced where the sizes of the tree do ot grow mootoically as grows. These

More information

H2 Mathematics Pure Mathematics Section A Comprehensive Checklist of Concepts and Skills by Mr Wee Wen Shih. Visit: wenshih.wordpress.

H2 Mathematics Pure Mathematics Section A Comprehensive Checklist of Concepts and Skills by Mr Wee Wen Shih. Visit: wenshih.wordpress. H2 Mathematics Pure Mathematics Sectio A Comprehesive Checklist of Cocepts ad Skills by Mr Wee We Shih Visit: weshih.wordpress.com Updated: Ja 2010 Syllabus topic 1: Fuctios ad graphs 1.1 Checklist o Fuctios

More information

Compound Controller for DC Motor Servo System Based on Inner-Loop Extended State Observer

Compound Controller for DC Motor Servo System Based on Inner-Loop Extended State Observer BULGARIAN ACADEMY OF SCIENCES CYBERNETICS AND INFORMATION TECHNOLOGIES Volume 6, No 5 Special Issue o Applicatio of Advaced Computig ad Simulatio i Iformatio Systems Sofia 06 Prit ISSN: 3-970; Olie ISSN:

More information

A SELECTIVE POINTER FORWARDING STRATEGY FOR LOCATION TRACKING IN PERSONAL COMMUNICATION SYSTEMS

A SELECTIVE POINTER FORWARDING STRATEGY FOR LOCATION TRACKING IN PERSONAL COMMUNICATION SYSTEMS A SELETIVE POINTE FOWADING STATEGY FO LOATION TAKING IN PESONAL OUNIATION SYSTES Seo G. hag ad hae Y. Lee Departmet of Idustrial Egieerig, KAIST 373-, Kusug-Dog, Taejo, Korea, 305-70 cylee@heuristic.kaist.ac.kr

More information

High Speed Area Efficient Modulo 2 1

High Speed Area Efficient Modulo 2 1 High Speed Area Efficiet Modulo 2 1 1-Soali Sigh (PG Scholar VLSI, RKDF Ist Bhopal M.P) 2- Mr. Maish Trivedi (HOD EC Departmet, RKDF Ist Bhopal M.P) Adder Abstract Modular adder is oe of the key compoets

More information

Massachusetts Institute of Technology Dept. of Electrical Engineering and Computer Science Fall Semester, Introduction to EECS 2.

Massachusetts Institute of Technology Dept. of Electrical Engineering and Computer Science Fall Semester, Introduction to EECS 2. Massachusetts Istitute of Techology Dept. of Electrical Egieerig ad Computer Sciece Fall Semester, 006 6.08 Itroductio to EECS Prelab Exercises Pre-Lab#3 Modulatio, demodulatio, ad filterig are itegral

More information

The Firing Dispersion of Bullet Test Sample Analysis

The Firing Dispersion of Bullet Test Sample Analysis Iteratioal Joural of Materials, Mechaics ad Maufacturig, Vol., No., Ma 5 The Firig Dispersio of Bullet Test Sample Aalsis Youliag Xu, Jubi Zhag, Li Ma, ad Yoghai Sha Udisputed, this approach does reduce

More information

A New Design of Log-Periodic Dipole Array (LPDA) Antenna

A New Design of Log-Periodic Dipole Array (LPDA) Antenna Joural of Commuicatio Egieerig, Vol., No., Ja.-Jue 0 67 A New Desig of Log-Periodic Dipole Array (LPDA) Atea Javad Ghalibafa, Seyed Mohammad Hashemi, ad Seyed Hassa Sedighy Departmet of Electrical Egieerig,

More information

Unit 5: Estimating with Confidence

Unit 5: Estimating with Confidence Uit 5: Estimatig with Cofidece Sectio 8.2 The Practice of Statistics, 4 th editio For AP* STARNES, YATES, MOORE Uit 5 Estimatig with Cofidece 8.1 8.2 8.3 Cofidece Itervals: The Basics Estimatig a Populatio

More information

x y z HD(x, y) + HD(y, z) HD(x, z)

x y z HD(x, y) + HD(y, z) HD(x, z) Massachusetts Istitute of Techology Departmet of Electrical Egieerig ad Computer Sciece 6.02 Solutios to Chapter 5 Updated: February 16, 2012 Please sed iformatio about errors or omissios to hari; questios

More information

The Detection of Abrupt Changes in Fatigue Data by Using Cumulative Sum (CUSUM) Method

The Detection of Abrupt Changes in Fatigue Data by Using Cumulative Sum (CUSUM) Method Proceedigs of the th WSEAS Iteratioal Coferece o APPLIED ad THEORETICAL MECHANICS (MECHANICS '8) The Detectio of Abrupt Chages i Fatigue Data by Usig Cumulative Sum (CUSUM) Method Z. M. NOPIAH, M.N.BAHARIN,

More information

Radar emitter recognition method based on AdaBoost and decision tree Tang Xiaojing1, a, Chen Weigao1 and Zhu Weigang1 1

Radar emitter recognition method based on AdaBoost and decision tree Tang Xiaojing1, a, Chen Weigao1 and Zhu Weigang1 1 Advaces i Egieerig Research, volume 8 d Iteratioal Coferece o Automatio, Mechaical Cotrol ad Computatioal Egieerig (AMCCE 7) Radar emitter recogitio method based o AdaBoost ad decisio tree Tag Xiaojig,

More information

Data Acquisition System for Electric Vehicle s Driving Motor Test Bench Based on VC++ *

Data Acquisition System for Electric Vehicle s Driving Motor Test Bench Based on VC++ * Available olie at www.sciecedirect.com Physics Procedia 33 (0 ) 75 73 0 Iteratioal Coferece o Medical Physics ad Biomedical Egieerig Data Acquisitio System for Electric Vehicle s Drivig Motor Test Bech

More information

On the Number of Permutations on n Objects with. greatest cycle length

On the Number of Permutations on n Objects with. greatest cycle length Ž. ADVANCES IN APPLIED MATHEMATICS 0, 9807 998 ARTICLE NO. AM970567 O the Number of Permutatios o Obects with Greatest Cycle Legth k Solomo W. Golomb ad Peter Gaal Commuicatio Scieces Istitute, Uiersity

More information

Using Color Histograms to Recognize People in Real Time Visual Surveillance

Using Color Histograms to Recognize People in Real Time Visual Surveillance Usig Color Histograms to Recogize People i Real Time Visual Surveillace DANIEL WOJTASZEK, ROBERT LAGANIERE S.I.T.E. Uiversity of Ottawa, Ottawa, Otario CANADA daielw@site.uottawa.ca, lagaier@site.uottawa.ca

More information

R. W. Erickson. Department of Electrical, Computer, and Energy Engineering University of Colorado, Boulder

R. W. Erickson. Department of Electrical, Computer, and Energy Engineering University of Colorado, Boulder R. W. Erickso Departmet of Electrical, Computer, ad Eergy Egieerig Uiversity of Colorado, Boulder Specific o-resistace R o as a fuctio of breakdow voltage V B Majority-carrier device: AARR #$ = kk μμ $

More information

A study on the efficient compression algorithm of the voice/data integrated multiplexer

A study on the efficient compression algorithm of the voice/data integrated multiplexer A study o the efficiet compressio algorithm of the voice/data itegrated multiplexer Gyou-Yo CHO' ad Dog-Ho CHO' * Dept. of Computer Egieerig. KyiigHee Uiv. Kiheugup Yogiku Kyuggido, KOREA 449-71 PHONE

More information

LAB 7: Refractive index, geodesic lenses and leaky wave antennas

LAB 7: Refractive index, geodesic lenses and leaky wave antennas EI400 Applied Atea Theory LAB7: Refractive idex ad leaky wave ateas LAB 7: Refractive idex, geodesic leses ad leaky wave ateas. Purpose: The mai goal of this laboratory how to characterize the effective

More information

GENERALIZED SCATTERING MATRIX FOR OPTICAL STRUCTURES. Sunit Mehrotra,Reena Kumbhare and Girish P. Saraph

GENERALIZED SCATTERING MATRIX FOR OPTICAL STRUCTURES. Sunit Mehrotra,Reena Kumbhare and Girish P. Saraph GENERALIZED SCATTERING MATRIX FOR OPTICAL STRUCTURES Suit Mehrotra,Reea umbhare ad Girish P. Saraph Dept. of Electrical Egieerig Idia Istitute of Techology Bombay Mumbai 476 suit,shaku,girishs@ee.iitb.ac.i

More information

4. INTERSYMBOL INTERFERENCE

4. INTERSYMBOL INTERFERENCE DATA COMMUNICATIONS 59 4. INTERSYMBOL INTERFERENCE 4.1 OBJECT The effects of restricted badwidth i basebad data trasmissio will be studied. Measuremets relative to itersymbol iterferece, usig the eye patter

More information

A Series Compensation Technique for Enhancement of Power Quality Isolated Power System Venkateshwara Rao R K.Satish Babu

A Series Compensation Technique for Enhancement of Power Quality Isolated Power System Venkateshwara Rao R K.Satish Babu A Series Compesatio Techique for Ehacemet of Power Quality Isolated Power System ekateshwara Rao R K.Satish Babu PG Studet [P.E], Dept of EEE, DR & DR. H S MIC College of Tech, A.P, Idia Assistat Professor,

More information

ICM7213. One Second/One Minute Timebase Generator. Features. Description. Ordering Information. Pinout. August 1997

ICM7213. One Second/One Minute Timebase Generator. Features. Description. Ordering Information. Pinout. August 1997 August 997 Features Guarateed V Operatio Very Low Curret Cosumptio (Typ).... µa at V All Outputs TTL Compatible O Chip Oscillator Feedback Resistor Oscillator Requires Oly Exteral compoets: Fixed Capacitor,

More information

Ch 9 Sequences, Series, and Probability

Ch 9 Sequences, Series, and Probability Ch 9 Sequeces, Series, ad Probability Have you ever bee to a casio ad played blackjack? It is the oly game i the casio that you ca wi based o the Law of large umbers. I the early 1990s a group of math

More information

Comparison of Frequency Offset Estimation Methods for OFDM Burst Transmission in the Selective Fading Channels

Comparison of Frequency Offset Estimation Methods for OFDM Burst Transmission in the Selective Fading Channels Compariso of Frequecy Offset Estimatio Methods for OFDM Burst Trasmissio i the Selective Fadig Chaels Zbigiew Długaszewski Istitute of Electroics ad Telecommuicatios Pozań Uiversity of Techology 60-965

More information

Distorting and Unbalanced Operating Regime A Possible Diagnosis Method?

Distorting and Unbalanced Operating Regime A Possible Diagnosis Method? Distortig ad Ubalaced Operatig Regime A Possible Diagosis Method? Petre-Maria NICOLAE, Uiversity of Craiova. Faculty of Electrotechics, picolae@elth.ucv.ro, Decebal Blv. 107, Craiova, 00440, ROMANIA Abstract.

More information

An Adaptive Image Denoising Method based on Thresholding

An Adaptive Image Denoising Method based on Thresholding A Adaptive Image Deoisig Method based o Thresholdig HARI OM AND MANTOSH BISWAS Departmet of Computer Sciece & Egieerig Idia School of Mies, Dhabad Jharkad-86004 INDIA {hariom4idia, matoshb}@gmail.com Abstract

More information

Combined Scheme for Fast PN Code Acquisition

Combined Scheme for Fast PN Code Acquisition 13 th Iteratioal Coferece o AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT- 13, May 6 8, 009, E-Mail: asat@mtc.edu.eg Military Techical College, Kobry Elkobbah, Cairo, Egypt Tel : +(0) 4059 4036138, Fax:

More information

Simulation and Analysis on Signal Acquisition of BDS Receiver with The Aid of INS

Simulation and Analysis on Signal Acquisition of BDS Receiver with The Aid of INS Modelig Simulatio ad Optimizatio Techologies ad Applicatios (MSOTA 2016 Simulatio ad Aalysis o Sigal Acquisitio of DS Receiver with The Aid of INS Shulei Che Xiaqig Tag Xuwei Cheg Juqiag Gao ad Zepeg Su

More information

AkinwaJe, A.T., IbharaJu, F.T. and Arogundade, 0.1'. Department of Computer Sciences University of Agriculture, Abeokuta, Nigeria

AkinwaJe, A.T., IbharaJu, F.T. and Arogundade, 0.1'. Department of Computer Sciences University of Agriculture, Abeokuta, Nigeria COMPARATIVE ANALYSIS OF ARTIFICIAL NEURAL NETWORK'S BACK PROPAGATION ALGORITHM TO STATISTICAL LEAST SQURE METHOD IN SECURITY PREDICTION USING NIGERIAN STOCK EXCHANGE MARKET AkiwaJe, A.T., IbharaJu, F.T.

More information

CCD Image Processing: Issues & Solutions

CCD Image Processing: Issues & Solutions CCD Image Processig: Issues & Solutios Correctio of Raw Image with Bias, Dark, Flat Images Raw File r x, y [ ] Dark Frame d[ x, y] Flat Field Image f [ xy, ] r[ x, y] d[ x, y] Raw Dark f [ xy, ] bxy [,

More information

HOW BAD RECEIVER COORDINATES CAN AFFECT GPS TIMING

HOW BAD RECEIVER COORDINATES CAN AFFECT GPS TIMING HOW BAD RECEIVER COORDINATES CAN AFFECT GPS TIMING H. Chadsey U.S. Naval Observatory Washigto, D.C. 2392 Abstract May sources of error are possible whe GPS is used for time comparisos. Some of these mo

More information

A PLANE WAVE MONTE CARLO SIMULATION METHOD FOR REVERBERATION CHAMBERS

A PLANE WAVE MONTE CARLO SIMULATION METHOD FOR REVERBERATION CHAMBERS A PLANE WAVE MONTE CARLO SIMULATION METHOD FOR REVERBERATION CHAMBERS L. Musso *,**,***, V. Berat *, F. Caavero **, B. Demouli *** * Directio de la Recherche Techocetre Reault 1, Av. du Golf 7888 Guyacourt,

More information

Methods to Reduce Arc-Flash Hazards

Methods to Reduce Arc-Flash Hazards Methods to Reduce Arc-Flash Hazards Exercise: Implemetig Istataeous Settigs for a Maiteace Mode Scheme Below is a oe-lie diagram of a substatio with a mai ad two feeders. Because there is virtually o differece

More information

INF 5460 Electronic noise Estimates and countermeasures. Lecture 11 (Mot 8) Sensors Practical examples

INF 5460 Electronic noise Estimates and countermeasures. Lecture 11 (Mot 8) Sensors Practical examples IF 5460 Electroic oise Estimates ad coutermeasures Lecture 11 (Mot 8) Sesors Practical examples Six models are preseted that "ca be geeralized to cover all types of sesors." amig: Sesor: All types Trasducer:

More information

ADITIONS TO THE METHOD OF ELECTRON BEAM ENERGY MEASUREMENT USING RESONANT ABSORPTION OF LASER LIGHT IN A MAGNETIC FIELD.

ADITIONS TO THE METHOD OF ELECTRON BEAM ENERGY MEASUREMENT USING RESONANT ABSORPTION OF LASER LIGHT IN A MAGNETIC FIELD. ADITIONS TO THE METHOD OF ELECTRON BEAM ENERGY MEASUREMENT USING RESONANT ABSORPTION OF LASER LIGHT IN A MAGNETIC FIELD. Melikia R.A. (YerPhI Yereva) 1. NEW CONDITION OF RESONANT ABSORPTION Below we ca

More information

General Model :Algorithms in the Real World. Applications. Block Codes

General Model :Algorithms in the Real World. Applications. Block Codes Geeral Model 5-853:Algorithms i the Real World Error Correctig Codes I Overview Hammig Codes Liear Codes 5-853 Page message (m) coder codeword (c) oisy chael decoder codeword (c ) message or error Errors

More information

By: Pinank Shah. Date : 03/22/2006

By: Pinank Shah. Date : 03/22/2006 By: Piak Shah Date : 03/22/2006 What is Strai? What is Strai Gauge? Operatio of Strai Gauge Grid Patters Strai Gauge Istallatio Wheatstoe bridge Istrumetatio Amplifier Embedded system ad Strai Gauge Strai

More information

Fingerprint Classification Based on Directional Image Constructed Using Wavelet Transform Domains

Fingerprint Classification Based on Directional Image Constructed Using Wavelet Transform Domains 7 Figerprit Classificatio Based o Directioal Image Costructed Usig Wavelet Trasform Domais Musa Mohd Mokji, Syed Abd. Rahma Syed Abu Bakar, Zuwairie Ibrahim 3 Departmet of Microelectroic ad Computer Egieerig

More information

Power dissipation by Higher Order Modes

Power dissipation by Higher Order Modes slhc-project-note-00 0-0- marcel.schuh@cer.ch Power dissipatio by Higher Order Modes M. Schuh, W. Weigarte Beams Departmet Keywords: SPL, supercoductig cavities, HOM, power dissipatio, cryo power Summary

More information

Research Article Development of an Optical Fiber Sensor Interrogation System for Vibration Analysis

Research Article Development of an Optical Fiber Sensor Interrogation System for Vibration Analysis Sesors Volume 216, Article ID 524581, 8 pages http://dx.doi.org/1.1155/216/524581 Research Article Developmet of a Optical Fiber Sesor Iterrogatio System for Vibratio Aalysis Alfredo Lamberti, 1 Be De

More information

Estimation of reflection location by the correlation coefficient function

Estimation of reflection location by the correlation coefficient function Acoustics 8 Paris Estimatio of reflectio locatio by the correlatio coefficiet fuctio H. Shibayama a, T. Araya b, Y. Maabe b ad E. Oarura b a Shibaura Istitute of Techology, 3-7-5, Toyosu, Koto-u, 35-8548

More information

Delta- Sigma Modulator with Signal Dependant Feedback Gain

Delta- Sigma Modulator with Signal Dependant Feedback Gain Delta- Sigma Modulator with Sigal Depedat Feedback Gai K.Diwakar #1 ad V.Vioth Kumar *2 # Departmet of Electroics ad Commuicatio Egieerig * Departmet of Electroics ad Istrumetatio Egieerig Vel Tech Uiversity,Cheai,

More information

X-Bar and S-Squared Charts

X-Bar and S-Squared Charts STATGRAPHICS Rev. 7/4/009 X-Bar ad S-Squared Charts Summary The X-Bar ad S-Squared Charts procedure creates cotrol charts for a sigle umeric variable where the data have bee collected i subgroups. It creates

More information

Objectives. Some Basic Terms. Analog and Digital Signals. Analog-to-digital conversion. Parameters of ADC process: Related terms

Objectives. Some Basic Terms. Analog and Digital Signals. Analog-to-digital conversion. Parameters of ADC process: Related terms Objectives. A brief review of some basic, related terms 2. Aalog to digital coversio 3. Amplitude resolutio 4. Temporal resolutio 5. Measuremet error Some Basic Terms Error differece betwee a computed

More information

Total Harmonics Distortion Reduction Using Adaptive, Weiner, and Kalman Filters

Total Harmonics Distortion Reduction Using Adaptive, Weiner, and Kalman Filters Wester Michiga Uiversity ScholarWorks at WMU Master's Theses Graduate College 6-2016 Total Harmoics Distortio Reductio Usig Adaptive, Weier, ad Kalma Filters Liqaa Alhafadhi Wester Michiga Uiversity, liquaa.alhafadhi@yahoo.com

More information

Recovering low frequencies for impedance inversion by frequency domain deconvolution

Recovering low frequencies for impedance inversion by frequency domain deconvolution Recoverig low frequecies for impedace iversio by frequecy domai decovolutio Sia. Esmaeili*, CREWES, Uiversity of Calgary, sesmaeil@ucalgary.ca Gary. Frak. Margrave, CREWES, Uiversity of Calgary, margrave@ucalgary.ca

More information

doi: info:doi/ /ifeec

doi: info:doi/ /ifeec doi: ifo:doi/1.119/ifeec.17.799153 Trasformer Desig Difficulties of Curret Resoat Coverter for High Power Desity ad Wide Iput ltage Rage Toshiyuki Zaitsu Embedded System Research Ceter Omro Corporatio

More information

CHAPTER 8 JOINT PAPR REDUCTION AND ICI CANCELLATION IN OFDM SYSTEMS

CHAPTER 8 JOINT PAPR REDUCTION AND ICI CANCELLATION IN OFDM SYSTEMS CHAPTER 8 JOIT PAPR REDUCTIO AD ICI CACELLATIO I OFDM SYSTEMS Itercarrier Iterferece (ICI) is aother major issue i implemetig a OFDM system. As discussed i chapter 3, the OFDM subcarriers are arrowbad

More information

Testing of methods for blind estimation of noise variance on large image database

Testing of methods for blind estimation of noise variance on large image database Testig of methods for blid estimatio of oise variace o large image database Vladimir V. Luki a, Sergey K. Abramov a, Mikhail L. Uss a,b, Igor Marusiy a, Nikolay N. Poomareko a, Alexader A. Zelesky a, Beoit

More information

PERMUTATION AND COMBINATION

PERMUTATION AND COMBINATION MPC 1 PERMUTATION AND COMBINATION Syllabus : Fudametal priciples of coutig; Permutatio as a arragemet ad combiatio as selectio, Meaig of P(, r) ad C(, r). Simple applicatios. Permutatios are arragemets

More information

Novel pseudo random number generation using variant logic framework

Novel pseudo random number generation using variant logic framework Edith Cowa Uiversity Research Olie Iteratioal Cyber Resiliece coferece Cofereces, Symposia ad Campus Evets 011 Novel pseudo radom umber geeratio usig variat logic framework Jeffrey Zheg Yua Uiversity,

More information

Research Article Dominant Mode Wave Impedance of Regular Polygonal Waveguides

Research Article Dominant Mode Wave Impedance of Regular Polygonal Waveguides Microwave Sciece ad Techology, Article ID 485794, 4 pages http://dx.doi.org/10.1155/2014/485794 Research Article Domiat Mode Wave Impedace of Regular Polygoal Waveguides Vyacheslav V. Komarov Istitute

More information

Tehrani N Journal of Scientific and Engineering Research, 2018, 5(7):1-7

Tehrani N Journal of Scientific and Engineering Research, 2018, 5(7):1-7 Available olie www.jsaer.com, 2018, 5(7):1-7 Research Article ISSN: 2394-2630 CODEN(USA): JSERBR 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38

More information

FLEXIBLE ADC: A DITHER AND OVERSAMPLING BASED SOLUTION TO IMPROVE THE PERFORMANCE OF ADC SYSTEMS

FLEXIBLE ADC: A DITHER AND OVERSAMPLING BASED SOLUTION TO IMPROVE THE PERFORMANCE OF ADC SYSTEMS FLEXIBLE : A DITHER AND OVERSAMPLING BASED SOLUTION TO IMPROVE THE PERFORMANCE OF SYSTEMS J.M. Dias Pereira (1), A. Cruz Serra () ad P. Girão () (1) DSI, Escola Superior de Tecologia, Istituto Politécico

More information

Formation and Behavior of Es Layers Under the Influence of AGWs Evolving in a Horizontal Shear Flow

Formation and Behavior of Es Layers Under the Influence of AGWs Evolving in a Horizontal Shear Flow Formatio ad Behavior of Es Layers Uder the Ifluece of AGWs Evolvig i a Horizotal Shear Flow Goderdzi G. Didebulidze 1, Giorgi Dalaishvili 1, Leva Lomidze 1,2 ad Giorgi Matiashvili 1 1 E. Kharadze Abastumai

More information

WAVE-BASED TRANSIENT ANALYSIS USING BLOCK NEWTON-JACOBI

WAVE-BASED TRANSIENT ANALYSIS USING BLOCK NEWTON-JACOBI WAVE-BASED TRANSIENT ANALYSIS USING BLOCK NEWTON-JACOBI Muhammad Kabir McGill Uiversity Departmet of Electrical ad Computer Egieerig Motreal, QC H3A 2A7 Email: muhammad.kabir@mail.mcgill.ca Carlos Christofferse

More information

E X P E R I M E N T 13

E X P E R I M E N T 13 E X P E R I M E N T 13 Stadig Waves o a Strig Produced by the Physics Staff at Colli College Copyright Colli College Physics Departmet. All Rights Reserved. Uiversity Physics, Exp 13: Stadig Waves o a

More information

Electromechanical Oscillations Influence to Iductance of Arc Furnace Second Circuit

Electromechanical Oscillations Influence to Iductance of Arc Furnace Second Circuit Iteratioal Scietific Collouium Modellig for Electromagetic Processig Haover, March 4-6, 3 Electromechaical Oscillatios Ifluece to Iductace of Arc Furace Secod Circuit V.S. Cheredicheko, A.I. Aliferov,

More information

(2) The MOSFET. Review of. Learning Outcome. (Metal-Oxide-Semiconductor Field Effect Transistor) 2.0) Field Effect Transistor (FET)

(2) The MOSFET. Review of. Learning Outcome. (Metal-Oxide-Semiconductor Field Effect Transistor) 2.0) Field Effect Transistor (FET) EEEB73 Electroics Aalysis & esig II () Review of The MOSFET (Metal-Oxide-Semicoductor Field Effect Trasistor) Referece: Neame, Chapter 3 ad Chapter 4 Learig Outcome Able to describe ad use the followig:

More information

Analysis of SDR GNSS Using MATLAB

Analysis of SDR GNSS Using MATLAB Iteratioal Joural of Computer Techology ad Electroics Egieerig (IJCTEE) Volume 5, Issue 3, Jue 2015 Aalysis of SDR GNSS Usig MATLAB Abstract This paper explais a software defied radio global avigatio satellite

More information

AUDIO QUALITY MEASUREMENTS IN COMUNICATION SYSTEMS

AUDIO QUALITY MEASUREMENTS IN COMUNICATION SYSTEMS AUDIO QUALITY MEASUREMETS I COMUICATIO SYSTEMS Ivo Matelja Faculty of electrical egieerig, Uiversity of Split R. Bosovica bb, 000 Split, Croatia (ivo.matelja@fesb.hr) Abstract: ITU gives P-class recommedatios

More information

Counting on r-fibonacci Numbers

Counting on r-fibonacci Numbers Claremot Colleges Scholarship @ Claremot All HMC Faculty Publicatios ad Research HMC Faculty Scholarship 5-1-2015 Coutig o r-fiboacci Numbers Arthur Bejami Harvey Mudd College Curtis Heberle Harvey Mudd

More information

CAEN Tools for Discovery

CAEN Tools for Discovery Applicatio Note AN2506 Digital Gamma Neutro discrimiatio with Liquid Scitillators Viareggio 19 November 2012 Itroductio I recet years CAEN has developed a complete family of digitizers that cosists of

More information

3. Error Correcting Codes

3. Error Correcting Codes 3. Error Correctig Codes Refereces V. Bhargava, Forward Error Correctio Schemes for Digital Commuicatios, IEEE Commuicatios Magazie, Vol 21 No1 11 19, Jauary 1983 Mischa Schwartz, Iformatio Trasmissio

More information

Measurement of Equivalent Input Distortion AN 20

Measurement of Equivalent Input Distortion AN 20 Measuremet of Equivalet Iput Distortio AN 2 Applicatio Note to the R&D SYSTEM Traditioal measuremets of harmoic distortio performed o loudspeakers reveal ot oly the symptoms of the oliearities but also

More information

Lecture 14. Design of audio WM Model of digital audio CO ( WAV-format): - dependent samples with frequency 44,1кHz, - amplitude of samples is

Lecture 14. Design of audio WM Model of digital audio CO ( WAV-format): - dependent samples with frequency 44,1кHz, - amplitude of samples is Lecture 14. Desig of audio WM Model of digital audio CO WAV-format: - depedet samples wit frequecy 44,1кHz, - amplitude of samples is quatized o 2 16 =65536 levels 16 bits Remark 1. Tere exists a lossy

More information

PHY-MAC dialogue with Multi-Packet Reception

PHY-MAC dialogue with Multi-Packet Reception PHY-AC dialogue with ulti-packet Receptio arc Realp 1 ad Aa I. Pérez-Neira 1 CTTC-Cetre Tecològic de Telecomuicacios de Cataluya Edifici Nexus C/Gra Capità, - 0803-Barceloa (Cataluya-Spai) marc.realp@cttc.es

More information

SELECTION AND CONNECTION OF SPRING APPLIED FAILSAFE AND PERMENANT MAGNET BRAKES

SELECTION AND CONNECTION OF SPRING APPLIED FAILSAFE AND PERMENANT MAGNET BRAKES Ck85/06/ 70 Samatha Str SELECTION AND CONNECTION OF SPRING APPLIED FAILSAFE AND PERMENANT MAGNET BRAKES. OPERATING CONDITIONS. Normal Operatig Coditios The ambiet temperature must ot exceed 40 C ad its

More information

Modal Analysis of Exhaust System

Modal Analysis of Exhaust System Modal Aalysis of Exhaust System Marcus Myré Jörge Olsso Departmet of Mechaical Egieerig Uiversity of Karlsroa/Roeby Karlsroa, Swede 1999 Thesis submitted for completio of Master of Sciece i Mechaical Egieerig

More information