Compact modeling of high-voltage LDMOS devices including quasi-saturation Aarts, A.C.T.; Kloosterman, W.J.
|
|
- Alexina Barrett
- 5 years ago
- Views:
Transcription
1 Compact modelig of high-voltage LDMOS devices icludig quasi-saturatio Aarts, A.C.T.; Kloosterma, W.J. Published: //2006 Documet Versio Publisher s PDF, also kow as Versio of Record (icludes fial page, issue ad volume umbers) Please check the documet versio of this publicatio: A submitted mauscript is the author's versio of the article upo submissio ad before peer-review. There ca be importat differeces betwee the submitted versio ad the official published versio of record. People iterested i the research are advised to cotact the author for the fial versio of the publicatio, or visit the DOI to the publisher's website. The fial author versio ad the galley proof are versios of the publicatio after peer review. The fial published versio features the fial layout of the paper icludig the volume, issue ad page umbers. Lik to publicatio Citatio for published versio (APA): Aarts, A. C. T., & Kloosterma, W. J. (2006). Compact modelig of high-voltage LDMOS devices icludig quasi-saturatio. (CASA-report; Vol. 0621). Eidhove: Techische Uiversiteit Eidhove. Geeral rights Copyright ad moral rights for the publicatios made accessible i the public portal are retaied by the authors ad/or other copyright owers ad it is a coditio of accessig publicatios that users recogise ad abide by the legal requiremets associated with these rights. Users may dowload ad prit oe copy of ay publicatio from the public portal for the purpose of private study or research. You may ot further distribute the material or use it for ay profit-makig activity or commercial gai You may freely distribute the URL idetifyig the publicatio i the public portal? Take dow policy If you believe that this documet breaches copyright please cotact us providig details, ad we will remove access to the work immediately ad ivestigate your claim. Dowload date: 07. Ja. 29
2 Compact Modelig of High-Voltage LDMOS Devices icludig Quasi-Saturatio Aemarie C.T. Aarts ad Willy J. Kloosterma Abstract The surface-potetial-based compact trasistor model, MOS Model 20 (MM20), has bee exteded with quasisaturatio, a effect that is typical for LDMOS devices with a log drift regio. As a result, MM20 exteds its applicatio rage from low-voltage LDMOS devices up to high-voltage LDMOS devices of about 100V. I this paper, the ew dc model of MM20 icludig quasi-saturatio is preseted. The additio of velocity saturatio i the drift regio esures the curret to be cotrolled by either the chael regio or the drift regio. A compariso with dc measuremets o a 60V LDMOS device shows that the ew model provides a accurate descriptio i all regimes of operatio, ragig from sub-threshold to super-threshold, i both the liear ad saturatio regime. Thus, owig to the iclusio of quasi-saturatio also the regime of high gate ad high drai bias coditios for high-voltage LDMOS devices is accurately described. Idex Terms LDMOS, Modelig, High-Voltage MOS, Quasi- Saturatio, Itegrated Circuit Desig. I. INTRODUCTION TODAY, high-voltage LDMOS devices are extesively used i all kids of itegrated power circuits for automotive ad cosumer applicatios. Optimal desig of these power circuits requires high-voltage LDMOS models for circuit simulatio, which describe the device characteristics accurately. Iclusio of specific LDMOS trasistor aspects, like the quasisaturatio effect, is therefore ecessary. Recetly, a ew compact LDMOS trasistor model called MOS Model 20 (MM20) has bee developed [1]. This model describes the currets of a LDMOS device i surfacepotetial formulatios, thereby icludig accumulatio i the drift regio. As a result, MM20 gives a accurate descriptio i all regimes of operatio, ragig from sub-threshold to superthreshold, i both the liear ad saturatio regime. The origial MM20 model is aimed at low-voltage LDMOS devices (which cosequetly have a relatively short drift regio). For such a LDMOS device, velocity saturatio always occurs i the chael regio of the device, the reaso why velocity saturatio occurrig i the drift regio has ot bee icluded i the origial MM20 model. For high-voltage LDMOS devices (which cosequetly have a log drift regio), however, velocity saturatio ca occur i the drift regio of the device [2], a operatig regime geerally referred to as quasi-saturatio. I that case, the saturatio characteristics of the device are A.C.T. Aarts was with Philips Research Laboratories, Eidhove, 5656 AA Eidhove, The Netherlads. She is ow with the Departmet of Mathematics ad Computer Sciece, Eidhove Uiversity of Techology, Eidhove 5600 MB, The Netherlads ( a.c.t.aarts@tue.l). W.J. Kloosterma is with Philips Semicoductors, Nijmege 6534 AE, The Netherlads. cotrolled by the drift regio istead of by the chael regio. The mai limitatio of the preset MM20 model thus is that it is ot applicable to these high-voltage devices. So far, various LDMOS models have bee developed which take quasi-saturatio ito accout [3]-[11]. I the sub-circuit models [3]-[8] the iteral potetials of the device are solved by the circuit-simulator, i which case o cotrol ca be executed o the covergece durig circuit simulatio. I the compact models [9]-[11], the iteral potetials are solved by a umerical iteratio procedure iside the model itself. The drawback of most models, however, is that accumulatio i the drift regio is eglected ([4], [9] ad [10]), ad that the sub-threshold regime is ot icluded ([3], [4], [9] ad [11]). The aim of this paper is to preset a ew model for MM20 which icludes the effect of quasi-saturatio. To that ed, velocity saturatio i the drift regio is icluded, which limits the dc-curret at high gate ad high drai bias coditios. Furthermore, i additio to accumulatio occurrig i the drift regio, also pich-off of the drift regio through depletio has bee icluded. The capacitaces are described accordig to the origial MM20 model [1]. Through the iclusio of quasi-saturatio, however, i the ew model the iteral drai potetial may obtai differet values, affectig the capacitace values accordigly. Thus, the ew model combies all the beefits of the origial model with the ability to accurately describe quasi-saturatio. As a result, a ew MM20 model is obtaied which ca be used for both low-voltage ad highvoltage LDMOS devices. II. HIGH-VOLTAGE LDMOS DEVICES I Fig. 1 a cross-sectio of a high-voltage LDMOS trasistor is give. The p-well bulk (B) is diffused from the source-side uder the gate (G), ad thus forms a graded chael regio (of legth L ch ). The iteral drai Di represets the poit where the graded chael turs ito the lightly doped -drift regio (of total legth L dr +L LOCOS ). To withstad the high voltages betwee source (S) ad drai (D), the drift regio is log ad it comprises two differet sectios: the first sectio is the thigate-oxide drift regio (of legth L dr ), ad the secod is the thick-field-oxide drift regio (of legth L LOCOS ). The legth of the gate o the thi gate oxide oly, is deoted by L PSOD. Above the threshold voltage of the chael regio, electros flow from the source through a iversio chael towards the drift regio. With the gate extedig over the drift regio, subsequetly a accumulatio layer forms at the surface udereath the thi gate oxide of the drift regio. At a certai
3 B + p S + p well L PSOD L LOCOS L ch Ldr LOCOS chael regio G Di D thi gate oxide drift regio drift regio D + thick field oxide drift regio Fig. 1. A cross-sectio of a high-voltage LDMOS trasistor, comprisig two differet drift regio sectios. poit i the thi-gate-oxide drift regio, depletio occurs ad the accumulatio layer vaishes. Cosequetly, the electros gradually flow ito the bulk of the drift regio (see [3]). Further towards the drai, i the thick-field-oxide drift regio, the electros are spread out across the whole body of the drift regio. Sice the LOCOS oxide is very thick compared to the thi gate oxide, the potetial applied to the gate termial has hardly ay ifluece o the electros i the drift regio udereath this LOCOS oxide. For simulatio of the high-voltage LDMOS devices, the subcircuit depicted i Fig. 2 is used. I this sub-circuit, MM20 describes the total regio udereath the thi gate oxide. Sice the gate voltage has hardly ay ifluece o the electros i the drift regio udereath the LOCOS oxide, the curret through the thick-field-oxide drift regio is represeted by a costat resistace R drift. The value of this resistace is give by over the whole gate-bias rage. We observe that for high gate voltages the icrease of saturatio curret with icreasig gate voltage dimiishes, which idicates the oset of quasisaturatio. The reaso for the occurrece of quasi-saturatio at high gate voltages is that the coductivity of the chael regio is high, whereas that of the thi-gate-oxide drift regio is low due to depletio i the drift regio. For further icreasig drai voltages the depletio layer wides, ad the curret through the drift regio becomes cofied to a limited effective crosssectio [3], which leads to velocity saturatio i the drift regio. Sice velocity saturatio occurrig i the drift regio has ot bee icluded i the preset dc model of MM20, it is impossible to adequately describe quasi-saturatio with this model. I Fig. 3 the simulated curret obtaied with MM20 without quasi-saturatio is plotted i compariso to the measuremets. We observe that for low gate voltages the model accurately describes the device characteristics. The reaso is that for these low gate voltages saturatio of the curret is cotrolled by the chael regio. For high gate voltages, however, the curret is strogly over-estimated by the model, sice i the preset model the curret ca ot be cotrolled by the drift regio. R drift = L LOCOS W R sheet, (1) where W is the width of the device, ad R sheet is the sheetresistace of the thick-field-oxide drift regio. The temperature rise due to self-heatig is take ito accout via a thermal etwork (ot show here) [7]. B S G MM20 D R drift Fig. 2. Equivalet circuit for the high-voltage LDMOS device of Fig. 1. MM20 describes the total regio udereath the thi gate oxide. The costat resistace R drift represets the drift regio udereath the thick LOCOS oxide. Low-voltage LDMOS devices lack a thick-field-oxide drift regio, ad thus have a relatively short drift regio; see [1]. I these devices the coductivity of the drift regio is always larger tha that of the chael regio, so that saturatio of the curret is cotrolled by the chael regio [8]. I high-voltage LDMOS devices, o the other had, the curret-voltage characteristics are affected at high gate-bias coditios; see Fig. 3. I this figure the measured drai-to-source curret of a highvoltage (60V) LDMOS device is plotted versus drai voltage, D Fig. 3. Measured (symbols) drai-to-source curret I DS i compariso to MOS Model 20 (MM20) without quasi-saturatio (solid lies), at V GS = 2.4, 3.4, 4.4, 6, 810ad 12 V ad V SB =0V, for W mask =20μm, L PSOD =2.6 μm ad L LOCOS =3.5 μm. III. MODEL DESCRIPTION INCLUDING QUASI-SATURATION I our compact modelig approach, firstly expressios for the curret I ch through the iversio chael as well as for the curret I dr through the drift regio are derived (see Sectios III-A ad III-B), both i terms of the kow termial drai-, gate-, source- ad bulk voltages V D, V G, V S ad V B, respectively, as well as of the ukow iteral drai voltage V Di. Subsequetly, the iteral drai voltage V Di is derived by equatig I ch to I dr. Sice iclusio of velocity saturatio i the drift regio makes the curret expressio for I dr more complex, a iteratio procedure is icluded iside the model for the calculatio of the iteral drai potetial. As the curret differece I ch I dr is a mootoically icreasig fuctio of V Di, with exactly oe zero betwee the sourcead the exteral drai potetial, the stadard Newto-Raphso
4 scheme is used combied with a bisectio procedure to speed up the iteratio process ad to esure that the iteral drai potetial remais withi its domai. I this way, a fast ad robust iteratio procedure is obtaied for the calculatio of the iteral drai potetial. Next, the iteral drai voltage is used to calculate the surface potetial ψ sl at the iteral drai accordig to [12]. Fially, the drift- ad diffusio compoet of the chael regio curret is calculated, both i terms of its surface potetials. Subsequetly, secod-order effects like chael legth modulatio, drai-iduced barrier lowerig ad static feedback are added. Notice that expressio of the fial curret i surface potetial formulatios yields a accurate curret descriptio, also i the sub-threshold regime. A. Chael curret For the calculatio of the iteral drai quasi-fermi potetial V Di, the chael curret I ch is expressed as (see [1] with the surface-potetial drop Δψ s replaced by V DiS ) I ch = Wμch eff C ( ox Viv0 1 2 ξv ) DiS VDiS. (2) L ch 1+θ 3 V DiS Here, μ ch eff is the effective electro mobility i the chael regio, C ox = ɛ ox /t ox is the thi-gate-oxide capacitace per uit area (with t ox the thickess of the thi gate oxide, ad ɛ ox its permittivity), V iv0 = Q iv0 /C ox represets the iversio charge Q iv per uit area at the source side, ad θ 3 = μ ch 0 /(L ch v sat ) represets velocity saturatio i the chael regio, with μ ch 0 the zero-field electro mobility i the chael regio ad v sat the saturated drift velocity of electros. The factor ξ =( Q iv / ψ s ) /C ox reflects the variatio of iversio charge with surface potetial, ad is take as ξ = γ 0/ V 1 + ψ s0, where γ 0 is the body factor at the source, V 1 =1V, ad ψ s0 is the surface potetial at the source. To accout for mobility reductio due to the vertical electrical field, the effective electro mobility is take as [1] μ ch eff = μ ch 0 1+θ 1 V iv0 + θ 2 ( ψs0 ψ s0 VSB=0 ), (3) where θ 1 ad θ 2 are model parameters. Velocity saturatio i the chael regio occurs if I ch =0. (4) VDiS=V sat,ch V DiS By use of (2) ad (3), elaboratio of (4) yields for the saturatio potetial of the chael regio V sat,ch = 2 V iv0 /ξ θ 3 V iv0 /ξ. (5) Subsequetly, we icorporate saturatio i the chael regio curret I ch by takig a effective potetial drop V DiS,eff accordig to [13], which takes the miimum of V DiS ad V sat,ch i a smooth maer. B. Drift regio curret To take velocity saturatio ito accout i the drift regio, its curret is give i a cotiuous way as [14] I dr = W eff ( ) Q dr dv C dx 1+ μdr eff dv C v sat dx, V Di <V C <V D, (6) where eff is the effective electro mobility i the drift regio, Q is the charge desity per uit area, ad V C is the quasi- Fermi potetial i the drift regio. For the drift regio we take both accumulatio ad depletio udereath the thi gate oxide ito accout, so that Q dr = qn D t Sieff Q dr acc Q dr dep, (7) where q is the electro charge, N D is the dopig cocetratio of the drift regio, t Sieff is the effective drift regio thickess (takig ito accout the reductio due to depletio from the p-juctio), Q dr acc is the accumulatio charge per uit area at the surface of the drift regio, ad Q dr dep is the depletio charge per uit area at the surface of the drift regio. Both the accumulatio- ad depletio charge deped o the potetial drop V GC betwee gate ad drift regio, accordig to (see [15]) Q dr ( acc = C ox VGC VFB) dr, (8) valid for V GC >VFB dr, ad (γ ) Q dr dep = γ dr C ox γdr 2 + dr 2 ( ) V GC VFB dr, 2 (9) valid for V GC < VFB dr, respectively. Here, γ dr = 2qɛSi N D /C ox is the body factor of the drift regio, ad VFB dr is the flatbad voltage of the drift regio. Itegratio of (6) from x = L ch to x = L ch + L dr yields I dr = W L dr eff 1+θ dr 3 V DDi VD V Di ( ) Q dr dvc, (10) where θ3 dr = eff /(L drv sat ). I the model, θ3 dr is take as parameter, thus idepedet of the bias coditio. I this way, a sufficietly large value for θ3 dr esures the occurrece of velocity saturatio i the drift regio. Substitutio of (7)-(9) ito (10) yields, uder the assumptio that t Sieff is idepedet of V C, I dr = Wμdr eff C ox L dr ( V dr VC=V Di 1 2 ξdr V D Di 1+θ dr 3 V D Di ) V D Di (11) i which a Taylor expasio / has bee made aroud V C = V Di. Here, V dr = Q dr Cox, so that qn D t Sieff Q dr acc VC=V Di, V GDi >VFB dr C, V dr ox VC=V Di = qn D t Sieff Q dr dep VC=V Di, V GDi <VFB dr C, ox (12)
5 while ξ dr = ( / ) V dr VC VC=V. For simplicity, ξ dr is Di take equal to 1, which is the value i accumulatio. Fially, to accout for mobility reductio due to the vertical electrical field i accumulatio, the effective electro mobility is take as [1] eff = 0 1+θ 1acc ( 1 2 (V GS + V GD ) V dr FB ) (13) where 0 is the zero-field electro mobility i the drift regio. Velocity saturatio i the drift regio occurs if I dr =0. (14) VD Di =V sat,dr V D Di By use of (11) ad (13), elaboratio of (13) yields for the saturatio potetial of the drift regio 2 V dr V sat,dr = VC=V Di. (15) θ3 dr V dr V C=V Di Notice that, i cotrast to the chael regio, the saturatio potetial i the drift regio depeds o the iteral drai potetial V Di. Subsequetly, we icorporate saturatio i the drift regio by takig a effective potetial drop V D Di,eff accordig to [13], which takes the miimum of V D Di ad V sat,dr i a smooth maer. Fig. 4. Measured (symbols) ad modeled (solid lies) drai-to-source curret I DS i the sub-threshold regime, for V SB =0, 1 ad 2 V, for W mask = 20 μm, L PSOD =2.6 μm ad L LOCOS =3.5 μm. IV. RESULTS We have characterized a 60V LDMOS device, with thigate-oxide thickess t ox = 38 m, ad a thick-field-oxide thickess of 0.7 μm. The device is processed i SOItechology [16], ad it has differet mask widths W mask, ad legths L PSOD ad L LOCOS. For the referece device of W mask = 20 μm, L PSOD = 2.6 μm ad L LOCOS = 3.5 μm, the resistace R drift is equal to 330 Ω. I the model, velocity saturatio i the drift regio is obtaied by takig θ3 dr =0.9 V 1. I Fig. 4 we observe that the model describes the subthreshold curret accurately, also at the trasitio from the weak- to strog iversio regime. The reaso for the accurate descriptio i the sub-threshold regime is the formulatio of the fial drai-to-source curret I DS i surface potetials. Furthermore, the iclusio of drai-iduced barrier lowerig yields i this regime a accurate descriptio of the icrease i curret for higher drai voltages. I Fig. 5, we observe that also i the liear regime the model is accurate, eve at high gate voltages where the effect of the gate extedig over the drift regio is sigificat. Thus, by iclusio of the potetial drop across the accumulatio layer i the thi-gate-oxide drift regio, a accurate descriptio is obtaied. I Fig. 6 the drai-to-source curret ad the output coductace are plotted versus drai voltage, for relatively low gate voltages. I this operatig regime the curret is cotrolled by the chael regio, ad saturatio of the curret occurs because the electros i the chael regio reach their saturated drift velocity (see Fig. 9). Notice that i Fig. 6aegative output coductace is obtaied, which clearly demostrates the effect of self-heatig. I the model, the effect of self-heatig is Fig. 5. Measured (symbols) ad modeled (solid lies) drai-to-source curret I DS i the liear operatig regime, for V DS =0.25 V ad V SB =0, 0.5, 1, 1.5 ad 2 V, for W mask =20μm, L PSOD =2.6 μm ad L LOCOS = 3.5 μm. icorporated by the temperature depedet model parameters. By subsequet use of a thermal etwork [7], which calculates the temperature rise due to self-heatig, the curret through the device is affected accordigly. I Fig. 7 the measured drai-to-source curret is plotted versus drai voltage, over the whole gate-bias rage; see also Fig. 3. For the high gate voltages, the curret is cotrolled by the drift regio, ad saturatio of the curret occurs because the electros i the drift regio reach their saturated drift velocity (see Fig. 10). As we have see i Fig. 3, MM20 without quasi-saturatio is ot capable of describig the curret correctly at these high gate voltages. By iclusio of quasi-saturatio i MM20, however, we observe i Fig. 7 that a accurate curret descriptio is obtaied, also for the high gate voltages. I Fig. 8 the drai-to-source curret versus gate voltage is plotted. I this figure we clearly see that for high gate voltages the icrease of curret with icreasig gate voltage dimiishes, idicatig agai the oset of quasi-saturatio. Thus, by iclusio of velocity saturatio i the drift regio of MM20, a accurate descriptio is obtaied for the whole rage of bias coditios. To demostrate the effect of velocity saturatio i the drift regio, i Figs 9 ad 10 the iteral potetials of MM20
6 Fig. 7. Measured (symbols) drai-to-source curret I DS i compariso to MOS Model 20 (MM20) icludig quasi-saturatio (solid lies), at V GS = 2.4, 3.4, 4.4, 6, 8, 10 ad 12 V ad V SB =0V, for W mask =20μm, L PSOD =2.6μmad L LOCOS =3.5μm; cf. Fig. 3. By iclusio of quasi-saturatio ito MM20, a accurate descriptio is obtaied, also for the high gate voltages applied. Fig. 6. Measured (symbols) ad modeled (solid lies) drai-to-source curret I DS ad output coductace g DS = I DS / V DS, for V GS =1.4, 2.4, 3.4 ad 4.4 V, ad V SB =0V, for W mask =20μm, L PSOD =2.6 μm ad L LOCOS =3.5 μm. icludig quasi-saturatio are plotted versus drai voltage. I Fig. 9 the iteral potetials are give for the relatively low gate voltage V GS = 3.4 V. I this figure we observe that whe the curret saturates, the potetial drop V Di V S over the chael regio exceeds its saturatio potetial V sat,ch. At the oset of saturatio the potetial drop V D V Di over the thi-gate-oxide drift regio, o the other had, is still below its saturatio potetial V sat,dr ; oly for higher drai voltages also the potetial drop over the thi-gate-oxide drift regio exceeds its saturatio potetial. Thus, for V GS =3.4 V firstly the potetial drop of the chael regio exceeds its saturatio potetial, ad the saturatio curret is cotrolled by the chael regio. I Fig. 10 the iteral potetials of MM20 are give for the high gate voltage V GS =12V. I cotrast to Fig. 9, we observe i Fig. 10 that whe the curret saturates, the potetial drop V D V Di over the thi gate-oxide drift regio exceeds its saturatio potetial V sat,dr. The potetial drop V Di V S over the chael regio, o the other had, is sigificatly decreased for V GS =12V compared to the oe for the low gate voltage V GS =3.4 V, ad it remais below its saturatio potetial V sat,ch. Thus, for V GS =12V the saturatio curret is dictated by the thi-gate-oxide drift regio, ad quasisaturatio occurs i the device. Fially, we otice i both Figs 9 ad 10 that i saturatio most of the potetial drop V DS falls across the thi-gate-oxide drift regio. IDS [ma] measuremet MM20 icl quasi sat. VDS = 12 V VDS = 6 V VDS = 3 V VGS [V] Fig. 8. Measured (symbols) drai-to-source curret I DS i compariso to MOS Model 20 (MM20) icludig quasi-saturatio (solid lies), at V DS =3, 6 ad 12 V, ad V SB =0V, for W mask =20μm, L PSOD =2.6 μm ad L LOCOS =3.5 μm. Fig. 9. Iteral potetials of MOS Model 20 icludig quasi-saturatio, for V GS =3.4 V, for W mask =20μm, L PSOD =2.6 μm ad L LOCOS = 3.5 μm (see also Fig. 7)
7 Fig. 10. Iteral potetials of MOS Model 20 icludig quasi-saturatio, for V GS =12V, for W mask =20μm, L PSOD =2.6 μm ad L LOCOS = 3.5 μm (see also Fig. 7). V. CONCLUSIONS A ew model descriptio of the surface-potetial-based compact LDMOS trasistor model, MOS Model 20, has bee preseted which icludes the effect of quasi-saturatio. By takig velocity saturatio i the drift regio ito accout, a adequate solutio of the iteral drai potetial is obtaied, which esures the curret to be cotrolled by either the chael regio or the drift regio. A compariso with dc measuremets o a 60V LDMOS device shows a very good agreemet, i all operatig regimes ragig from sub-threshold to strog iversio, i both the liear ad saturatio regime. Thus, owig to the iclusio of quasi-saturatio, the ew model ca be successfully used for high-voltage devices, also i the regime of high gate ad high drai bias coditios. I this way, MM20 exteds its applicatio rage from low-voltage LDMOS devices up to high-voltage LDMOS devices of about 100V. Successful use of the model i circuit simulatios has prove that the iteratio procedure iside the model, used for the calculatio of the iteral drai potetial, is robust ad sufficietly fast. Fially, it is metioed that the source code ad documetatio of the model will become available i the public domai [17]. [8] N.V.T. D Hallewey, J. Beso, W. Redma-White, K. Mistry ad M. Swaeberg, MOOSE: A Physically Based Compact DC Model of SOI LDMOSFETs for Aalogue Circuit Simulatio, IEEE Tras. Computer-Aided Desig Itegrated Circuits ad Systems, pp , [9] Y. Kim, J.G. Fossum ad R.K. Williams, New Physical Isights ad Models for High-Voltage LDMOST IC CAD, IEEE Tras. Electro Devices, Vol. 38, No. 7, pp , [10] Y. Subramaia, P.O. Lauritze ad K.R. Gree, A Compact Model for a IC Lateral Diffused MOSFET Usig Lumped-Charge Methodology, i Proc. Modelig ad Simulatio of Microsystems, pp , [11] Y. Chug, Semi-umerical static model for oplaar-drift lateral DMOS trasistor, IEE Proc. Circuits Devices Syst., Vol. 146, No. 3, pp , [12] R. va Lagevelde ad F.M. Klaasse, A Explicit Surface-potetialbased MOSFET Model for Circuit Simulatio, Solid-State Electroics, Vol. 44, pp , [13] K. Joardar, K.K. Gullapulli, C.C. McAdrew, M.E. Burham ad A. Wild, A improved MOSFET Model for Circuit Simulatio, IEEE Tras. Electro Devices, Vol. 45, No. 1, pp , [14] Y. Tsividis, Operatio ad Modelig of The MOS Trasistor, 2d ed., Mc. Graw-Hill, [15] H.C. de Graaff ad F.M. Klaasse, Compact Trasistor Modellig for Circuit Desig, Spriger-Verlag, [16] J.A. va der Pol et al., A-BCD: A Ecoomic 100V RESURF Silico- O-Isulator BCD Techology for Cosumer ad Automotive Applicatios, i Proc. ISPSD, pp , [17] Iteret: Models. Aemarie C.T. Aarts received the M.Sc. degree i Techical Mathematics i 1992 ad the Ph.D. degree for her research i istabilities i the extrusio of polymers i 1997, both from the Eidhove Uiversity of Techology, Eidhove, The Netherlads. I 1997 she joied Shell Iteratioal Exploratio ad Productio, Rijswijk, The Netherlads. I 1999 she became a seior research scietist with Philips Research Laboratories, Eidhove, The Netherlads, where she worked o high-voltage LDMOS modelig ad characterizatio. Recetly, she has become a Assistat Professor at the Eidhove Uiversity of Techology, where she works o idustrial problems through mathematical modelig. REFERENCES [1] A.C.T. Aarts, N. D Hallewey ad R. va Lagevelde, A Surface- Potetial-Based High-Voltage Compact LDMOS Trasistor Model, IEEE Tras. Electro Devices, Vol. 52, No. 5, pp , [2] M.N. Darwish, Study of the quasi-saturatio effect i VDMOS trasistors, IEEE Tras. Electro Devices, Vol. ED-33, No. 11, pp , [3] H.R. Claesse ad P. va der Zee, A accurate DC Model for High- Voltage Lateral DMOS Trasistors Suited for CACD, Tras. Electro Devices, Vol. ED-33, pp , [4] C.M. Liu, F.C. Shoe ad J.B. Kuo, A Closed-form Physical Back- Gate-Bias Depedet Quasi-saturatio Model for SOI Lateral DMOS Devices with Self-Heatig for Circuit Simulatio, i Proc. ISPSD, pp , [5] J. Victory, C.C. Mc Adrew, R. Thoma, K. Joardar, M. Kiffi, S. Merchat ad D. Mocoqut, A Physically-Based Compact Model for LDMOS Trasistors, i Proc. SISPAD, pp , [6] J. Jag, T. Arborg, Z. Yu ad R.W. Dutto, Circuit Model for Power LDMOS icludig Quasi-Saturatio, i Proc. SISPAD, pp , [7] A.C.T. Aarts, M.J. Swaeberg ad W.J. Kloosterma, Modellig of High-Voltage SOI-LDMOS Trasistors icludig Self-Heatig, i Proc. SISPAD, pp , 20. Willy J. Kloosterma was bor i Olst, The Netherlads, i July He received the B.S. degree i mechaical egieerig from the Techical College i Zwolle, The Netherlads, i I 1974, he joied Philips Research Laboratories Eidhove, The Netherlads. He worked o the dyamical behavior of CRT tubes, powder compactio models, ad sice 1980, o Bipolar ad MOS compact trasistor modelig. A major achievemet is the developmet of the Mextram Bipolar trasistor model. He joied Philips Semicoductors i Nijmege, i 20, ad is ow ivolved i the desig, modelig ad characterizatio of advaced bipolar, CMOS, DMOS, JFET, high voltage ( Volt) ad passive devices. Mr. Kloosterma was a member of the modelig ad characterizatio program committee of the BiPolar /BiCMOS Circuit Techology Meetig (BCTM) i 1998 ad 1999.
TODAY, high-voltage LDMOS devices are extensively used
IEEE TRANSACTIONS ON ELECTRON DEVICES, VOL. 53, NO. 4, APRIL 2006 897 Compact Modeling of High-Voltage LDMOS Devices Including Quasi-Saturation Annemarie C. T. Aarts and Willy J. Kloosterman Abstract The
More informationParasitic Resistance L R W. Polysilicon gate. Drain. contact L D. V GS,eff R S R D. Drain
Parasitic Resistace G Polysilico gate rai cotact V GS,eff S R S R S, R S, R + R C rai Short Chael Effects Chael-egth Modulatio Equatio k ( V V ) GS T suggests that the trasistor i the saturatio mode acts
More informationSummary of pn-junction (Lec )
Lecture #12 OUTLNE Diode aalysis ad applicatios cotiued The MOFET The MOFET as a cotrolled resistor Pich-off ad curret saturatio Chael-legth modulatio Velocity saturatio i a short-chael MOFET Readig Howe
More informationAccurate Compact MOSFET Modeling Scheme for Harmonic Distortion Analysis
JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE, VOL.4, NO.3, SEPTEMBER, 2004 141 Accurate Compact MOSFET Modelig Scheme for Harmoic Distortio Aalysis B. Iñiguez *, R. Picos **, I. Kwo ***, M. S. Shur
More information2.CMOS Transistor Theory
CMOS LSI esig.cmos rasistor heory Fu yuzhuo School of microelectroics,sju Itroductio omar fadhil,baghdad outlie PN juctio priciple CMOS trasistor itroductio Ideal I- characteristics uder static coditios
More informationCompact Modeling of Noise in the MOS Transistor
Compact Modelig of Noise i the MOS Trasistor Aada Roy, Christia Ez, ) Swiss Federal Istitute of Techology, ausae (EPF), Switzerlad ) Swiss Ceter for Electroics ad Microtechology (CSEM) Neuchâtel, Swtzerlad
More informationTemperature-Dependent Kink Effect Model for Partially-Depleted SOI NMOS Devices
254 IEEE RANSACIONS ON ELECRON DEVICES, VOL. 46, NO. 1, JANUARY 1999 emperature-depedet Kik Effect Model for Partially-Depleted SOI NMOS Devices S. C. Li ad J. B. Kuo Abstract his paper reports a closed-form
More informationLECTURE 5 PART 2 MOS INVERTERS STATIC DESIGN CMOS. CMOS STATIC PARAMETERS The Inverter Circuit and Operating Regions
LECTURE 5 PART 2 MOS INVERTERS STATIC ESIGN CMOS Objectives for Lecture 5 - Part 2* Uderstad the VTC of a CMOS iverter. Uderstad static aalysis of the CMOS iverter icludig breakpoits, VOL, V OH,, V IH,
More informationMetal Gate. Insulator Semiconductor
MO Capacitor MO Metal- Oxide- emicoductor MO actually refers to Metal ilico Diide ilico Other material systems have similar MI structures formed by Metal Isulator emicoductor The capacitor itself forms
More informationMinimum Source/Drain Area AS,AD = (0.48µm)(0.60µm) - (0.12µm)(0.12µm) = µm 2
UNIERSITY OF CALIFORNIA College of Egieerig Departmet of Electrical Egieerig ad Computer Scieces Last modified o February 1 st, 005 by Chris Baer (crbaer@eecs Adrei ladimirescu Homewor #3 EECS141 Due Friday,
More informationBipolar Junction Transistors
ipolar Juctio Trasistors ipolar juctio trasistor (JT) was iveted i 948 at ell Telephoe Laboratories Sice 97, the high desity ad low power advatage of the MOS techology steadily eroded the JT s early domiace.
More informationNyquist pulse shaping criterion for two-dimensional systems
Nyquist pulse shapig criterio for two-dimesioal systems Citatio for published versio (APA): Yag, H., Padharipade, A., & Bergmas, J. W. M. (8). Nyquist pulse shapig criterio for two-dimesioal systems. I
More informationCMOS. Dynamic Logic Circuits. Chapter 9. Digital Integrated Circuits Analysis and Design
MOS Digital Itegrated ircuits Aalysis ad Desig hapter 9 Dyamic Logic ircuits 1 Itroductio Static logic circuit Output correspodig to the iput voltage after a certai time delay Preservig its output level
More informationMonolithic semiconductor technology
Moolithic semicoductor techology 1 Ageda Semicoductor techology: Backgroud o Silico ad Gallium Arseide (GaAs) roerties. Diode, BJT ad FET devices. Secod order effect ad High frequecy roerties. Modelig
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 informationOBJECTIVES. Chapter 1 INTRODUCTION TO INSTRUMENTATION FUNCTION AND ADVANTAGES INTRODUCTION. At the end of this chapter, students should be able to:
OBJECTIVES Chapter 1 INTRODUCTION TO INSTRUMENTATION At the ed of this chapter, studets should be able to: 1. Explai the static ad dyamic characteristics of a istrumet. 2. Calculate ad aalyze the measuremet
More informationAnalysis of MOS Capacitor Loaded Annular Ring MICROSTRIP Antenna
Iteratioal OPEN AESS Joural Of Moder Egieerig Research (IJMER Aalysis of MOS apacitor Loaded Aular Rig MIROSTRIP Atea Mohit Kumar, Suredra Kumar, Devedra Kumar 3, Ravi Kumar 4,, 3, 4 (Assistat Professor,
More informationThe target reliability and design working life
Safety ad Security Egieerig IV 161 The target reliability ad desig workig life M. Holický Kloker Istitute, CTU i Prague, Czech Republic Abstract Desig workig life ad target reliability levels recommeded
More information1. Linearization of a nonlinear system given in the form of a system of ordinary differential equations
. Liearizatio of a oliear system give i the form of a system of ordiary differetial equatios We ow show how to determie a liear model which approximates the behavior of a time-ivariat oliear system i a
More information1. pn junction under bias 2. I-Vcharacteristics
Lecture 10 The p Juctio (II) 1 Cotets 1. p juctio uder bias 2. I-Vcharacteristics 2 Key questios Why does the p juctio diode exhibit curret rectificatio? Why does the juctio curret i forward bias icrease
More informationLecture 9. NMOS Field Effect Transistor (NMOSFET or NFET)
ecture 9 MOS Field ffect Trasistor (MOSFT or FT) this lecture you will lear: The oeratio ad workig of the MOS trasistor A MOS aacitor with a hael otact ( Si) metal cotact Si Si GB B versio layer PSi substrate
More informationThe Poisson Distribution
MATH 382 The Poisso Distributio Dr. Neal, WKU Oe of the importat distributios i probabilistic modelig is the Poisso Process X t that couts the umber of occurreces over a period of t uits of time. This
More informationLecture 10: P-N Diodes. Announcements
EECS 15 Sprig 4, Lecture 1 Lecture 1: P-N Diodes EECS 15 Sprig 4, Lecture 1 Aoucemets The Thursday lab sectio will be moved a hour later startig this week, so that the TA s ca atted lecture i aother class
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 informationDouble Stage Shrinkage Estimator of Two Parameters. Generalized Exponential Distribution
Iteratioal Mathematical Forum, Vol., 3, o. 3, 3-53 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/.9/imf.3.335 Double Stage Shrikage Estimator of Two Parameters Geeralized Expoetial Distributio Alaa M.
More informationSNAP Centre Workshop. Basic Algebraic Manipulation
SNAP Cetre Workshop Basic Algebraic Maipulatio 8 Simplifyig Algebraic Expressios Whe a expressio is writte i the most compact maer possible, it is cosidered to be simplified. Not Simplified: x(x + 4x)
More informationDiffusivity and Mobility Quantization. in Quantum Electrical Semi-Ballistic. Quasi-One-Dimensional Conductors
Advaces i Applied Physics, Vol., 014, o. 1, 9-13 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.1988/aap.014.3110 Diffusivity ad Mobility Quatizatio i Quatum Electrical Semi-Ballistic Quasi-Oe-Dimesioal
More informationPrinciple Of Superposition
ecture 5: PREIMINRY CONCEP O RUCUR NYI Priciple Of uperpositio Mathematically, the priciple of superpositio is stated as ( a ) G( a ) G( ) G a a or for a liear structural system, the respose at a give
More informationMark Lundstrom Spring SOLUTIONS: ECE 305 Homework: Week 5. Mark Lundstrom Purdue University
Mark udstrom Sprig 2015 SOUTIONS: ECE 305 Homework: Week 5 Mark udstrom Purdue Uiversity The followig problems cocer the Miority Carrier Diffusio Equatio (MCDE) for electros: Δ t = D Δ + G For all 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 informationAsymptotics of a nonlinear delay differential equation
Asymptotics of a oliear delay differetial equatio Brads, J.J.A.M. Published: 01/01/1979 Documet Versio Publisher s PDF, also kow as Versio of Record (icludes fial page, issue ad volume umbers) Please check
More informationTR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT
TR/46 OCTOBER 974 THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION by A. TALBOT .. Itroductio. A problem i approximatio theory o which I have recetly worked [] required for its solutio a proof that the
More informationKinetics of Complex Reactions
Kietics of Complex Reactios by Flick Colema Departmet of Chemistry Wellesley College Wellesley MA 28 wcolema@wellesley.edu Copyright Flick Colema 996. All rights reserved. You are welcome to use this documet
More informationLecture 9: Diffusion, Electrostatics review, and Capacitors. Context
EECS 5 Sprig 4, Lecture 9 Lecture 9: Diffusio, Electrostatics review, ad Capacitors EECS 5 Sprig 4, Lecture 9 Cotext I the last lecture, we looked at the carriers i a eutral semicoductor, ad drift currets
More informationRegression with an Evaporating Logarithmic Trend
Regressio with a Evaporatig Logarithmic Tred Peter C. B. Phillips Cowles Foudatio, Yale Uiversity, Uiversity of Aucklad & Uiversity of York ad Yixiao Su Departmet of Ecoomics Yale Uiversity October 5,
More information1 Adiabatic and diabatic representations
1 Adiabatic ad diabatic represetatios 1.1 Bor-Oppeheimer approximatio The time-idepedet Schrödiger equatio for both electroic ad uclear degrees of freedom is Ĥ Ψ(r, R) = E Ψ(r, R), (1) where the full molecular
More informationOrthogonal Gaussian Filters for Signal Processing
Orthogoal Gaussia Filters for Sigal Processig Mark Mackezie ad Kiet Tieu Mechaical Egieerig Uiversity of Wollogog.S.W. Australia Abstract A Gaussia filter usig the Hermite orthoormal series of fuctios
More informationChapter 9 - CD companion 1. A Generic Implementation; The Common-Merge Amplifier. 1 τ is. ω ch. τ io
Chapter 9 - CD compaio CHAPTER NINE CD-9.2 CD-9.2. Stages With Voltage ad Curret Gai A Geeric Implemetatio; The Commo-Merge Amplifier The advaced method preseted i the text for approximatig cutoff frequecies
More informationElectrical Resistance
Electrical Resistace I + V _ W Material with resistivity ρ t L Resistace R V I = L ρ Wt (Uit: ohms) where ρ is the electrical resistivity Addig parts/billio to parts/thousad of dopats to pure Si ca chage
More informationANALYSIS OF EXPERIMENTAL ERRORS
ANALYSIS OF EXPERIMENTAL ERRORS All physical measuremets ecoutered i the verificatio of physics theories ad cocepts are subject to ucertaities that deped o the measurig istrumets used ad the coditios uder
More informationA New Solution Method for the Finite-Horizon Discrete-Time EOQ Problem
This is the Pre-Published Versio. A New Solutio Method for the Fiite-Horizo Discrete-Time EOQ Problem Chug-Lu Li Departmet of Logistics The Hog Kog Polytechic Uiversity Hug Hom, Kowloo, Hog Kog Phoe: +852-2766-7410
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 informationRegenerative Property
DESIGN OF LOGIC FAMILIES Some desirable characteristics to have: 1. Low ower dissiatio. High oise margi (Equal high ad low margis) 3. High seed 4. Low area 5. Low outut resistace 6. High iut resistace
More informationTRACEABILITY SYSTEM OF ROCKWELL HARDNESS C SCALE IN JAPAN
HARDMEKO 004 Hardess Measuremets Theory ad Applicatio i Laboratories ad Idustries - November, 004, Washigto, D.C., USA TRACEABILITY SYSTEM OF ROCKWELL HARDNESS C SCALE IN JAPAN Koichiro HATTORI, Satoshi
More information3. Z Transform. Recall that the Fourier transform (FT) of a DT signal xn [ ] is ( ) [ ] = In order for the FT to exist in the finite magnitude sense,
3. Z Trasform Referece: Etire Chapter 3 of text. Recall that the Fourier trasform (FT) of a DT sigal x [ ] is ω ( ) [ ] X e = j jω k = xe I order for the FT to exist i the fiite magitude sese, S = x [
More informationChapter 2 Motion and Recombination of Electrons and Holes
Chapter 2 Motio ad Recombiatio of Electros ad Holes 2.1 Thermal Eergy ad Thermal Velocity Average electro or hole kietic eergy 3 2 kt 1 2 2 mv th v th 3kT m eff 3 23 1.38 10 JK 0.26 9.1 10 1 31 300 kg
More informationSummary: CORRELATION & LINEAR REGRESSION. GC. Students are advised to refer to lecture notes for the GC operations to obtain scatter diagram.
Key Cocepts: 1) Sketchig of scatter diagram The scatter diagram of bivariate (i.e. cotaiig two variables) data ca be easily obtaied usig GC. Studets are advised to refer to lecture otes for the GC operatios
More informationSinusoidal stimulus. Sin in Sin at every node! Phasors. We are going to analyze circuits for a single sinusoid at a time which we are going to write:
Siusoidal stimulus Si i Si at every ode! We are goig to aalyze circuits for a sigle siusoid at a time which we are goig to write: vi ( t i si( t + φ But we are goig to use expoetial otatio v ( t si( t
More informationDECOMPOSITION METHOD FOR SOLVING A SYSTEM OF THIRD-ORDER BOUNDARY VALUE PROBLEMS. Park Road, Islamabad, Pakistan
Mathematical ad Computatioal Applicatios, Vol. 9, No. 3, pp. 30-40, 04 DECOMPOSITION METHOD FOR SOLVING A SYSTEM OF THIRD-ORDER BOUNDARY VALUE PROBLEMS Muhammad Aslam Noor, Khalida Iayat Noor ad Asif Waheed
More informationMicroscopic Theory of Transport (Fall 2003) Lecture 6 (9/19/03) Static and Short Time Properties of Time Correlation Functions
.03 Microscopic Theory of Trasport (Fall 003) Lecture 6 (9/9/03) Static ad Short Time Properties of Time Correlatio Fuctios Refereces -- Boo ad Yip, Chap There are a umber of properties of time correlatio
More informationGUIDELINES ON REPRESENTATIVE SAMPLING
DRUGS WORKING GROUP VALIDATION OF THE GUIDELINES ON REPRESENTATIVE SAMPLING DOCUMENT TYPE : REF. CODE: ISSUE NO: ISSUE DATE: VALIDATION REPORT DWG-SGL-001 002 08 DECEMBER 2012 Ref code: DWG-SGL-001 Issue
More informationSize, shape and temperature effect on nanomaterials
Idia Joural of Pure & Applied Physics Vol. 53, November 2015, pp. 768-775 Size, shape ad temperature effect o aomaterials G Sharma, S Bhatt, R Kumar & M Kumar* Departmet of Physics, G.B. Pat Uiversity
More informationThe axial dispersion model for tubular reactors at steady state can be described by the following equations: dc dz R n cn = 0 (1) (2) 1 d 2 c.
5.4 Applicatio of Perturbatio Methods to the Dispersio Model for Tubular Reactors The axial dispersio model for tubular reactors at steady state ca be described by the followig equatios: d c Pe dz z =
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 informationDiscrete-Time Systems, LTI Systems, and Discrete-Time Convolution
EEL5: Discrete-Time Sigals ad Systems. Itroductio I this set of otes, we begi our mathematical treatmet of discrete-time s. As show i Figure, a discrete-time operates or trasforms some iput sequece x [
More informationOn an Application of Bayesian Estimation
O a Applicatio of ayesia Estimatio KIYOHARU TANAKA School of Sciece ad Egieerig, Kiki Uiversity, Kowakae, Higashi-Osaka, JAPAN Email: ktaaka@ifokidaiacjp EVGENIY GRECHNIKOV Departmet of Mathematics, auma
More informationSemiconductor Device Modeling and Characterization EE5342, Lecture 21 -Sp 2002
Semicoductor Device Modelig ad Characterizatio EE5342 ecture 21 -Sp 2002 Professor Roald. Carter roc@uta.edu http://www.uta.edu/roc/ 21 02Apr02 1 Fully biased -MOS capacitor Chael if G > G S E x > 0 +
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 informationProvläsningsexemplar / Preview TECHNICAL REPORT INTERNATIONAL SPECIAL COMMITTEE ON RADIO INTERFERENCE
TECHNICAL REPORT CISPR 16-4-3 2004 AMENDMENT 1 2006-10 INTERNATIONAL SPECIAL COMMITTEE ON RADIO INTERFERENCE Amedmet 1 Specificatio for radio disturbace ad immuity measurig apparatus ad methods Part 4-3:
More informationAnalysis of Experimental Measurements
Aalysis of Experimetal Measuremets Thik carefully about the process of makig a measuremet. A measuremet is a compariso betwee some ukow physical quatity ad a stadard of that physical quatity. As a example,
More informationPower supplies for parallel operation Power supplies
Power supplies Power supplies for parallel operatio U 1 2 U Parallel operatio of switchmode power supplies Techical details for passive curret-sharig The aim of operatig switchmode power supplies (SMPS)
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 informationQuiz #3 Practice Problem Set
Name: Studet Number: ELEC 3908 Physical Electroics Quiz #3 Practice Problem Set? Miutes March 11, 2016 - No aids excet a o-rogrammable calculator - ll questios must be aswered - ll questios have equal
More informationTeaching Mathematics Concepts via Computer Algebra Systems
Iteratioal Joural of Mathematics ad Statistics Ivetio (IJMSI) E-ISSN: 4767 P-ISSN: - 4759 Volume 4 Issue 7 September. 6 PP-- Teachig Mathematics Cocepts via Computer Algebra Systems Osama Ajami Rashaw,
More informationREGRESSION (Physics 1210 Notes, Partial Modified Appendix A)
REGRESSION (Physics 0 Notes, Partial Modified Appedix A) HOW TO PERFORM A LINEAR REGRESSION Cosider the followig data poits ad their graph (Table I ad Figure ): X Y 0 3 5 3 7 4 9 5 Table : Example Data
More informationResearch Article A New Second-Order Iteration Method for Solving Nonlinear Equations
Abstract ad Applied Aalysis Volume 2013, Article ID 487062, 4 pages http://dx.doi.org/10.1155/2013/487062 Research Article A New Secod-Order Iteratio Method for Solvig Noliear Equatios Shi Mi Kag, 1 Arif
More informationSample Size Estimation in the Proportional Hazards Model for K-sample or Regression Settings Scott S. Emerson, M.D., Ph.D.
ample ie Estimatio i the Proportioal Haards Model for K-sample or Regressio ettigs cott. Emerso, M.D., Ph.D. ample ie Formula for a Normally Distributed tatistic uppose a statistic is kow to be ormally
More informationRelations between the continuous and the discrete Lotka power function
Relatios betwee the cotiuous ad the discrete Lotka power fuctio by L. Egghe Limburgs Uiversitair Cetrum (LUC), Uiversitaire Campus, B-3590 Diepebeek, Belgium ad Uiversiteit Atwerpe (UA), Campus Drie Eike,
More informationMathematical Modeling of Optimum 3 Step Stress Accelerated Life Testing for Generalized Pareto Distribution
America Joural of Theoretical ad Applied Statistics 05; 4(: 6-69 Published olie May 8, 05 (http://www.sciecepublishiggroup.com/j/ajtas doi: 0.648/j.ajtas.05040. ISSN: 6-8999 (Prit; ISSN: 6-9006 (Olie Mathematical
More informationECONOMIC OPERATION OF POWER SYSTEMS
ECOOMC OEATO OF OWE SYSTEMS TOUCTO Oe of the earliest applicatios of o-lie cetralized cotrol was to provide a cetral facility, to operate ecoomically, several geeratig plats supplyig the loads of the system.
More informationANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION
Molecular ad Quatum Acoustics vol. 7, (6) 79 ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION Jerzy FILIPIAK 1, Lech SOLARZ, Korad ZUBKO 1 Istitute of Electroic ad Cotrol Systems, Techical Uiversity of Czestochowa,
More informationDoped semiconductors: donor impurities
Doped semicoductors: door impurities A silico lattice with a sigle impurity atom (Phosphorus, P) added. As compared to Si, the Phosphorus has oe extra valece electro which, after all bods are made, has
More informationStatistics 511 Additional Materials
Cofidece Itervals o mu Statistics 511 Additioal Materials This topic officially moves us from probability to statistics. We begi to discuss makig ifereces about the populatio. Oe way to differetiate probability
More informationDigital Integrated Circuits. Inverter. YuZhuo Fu. Digital IC. Introduction
Digital Itegrated Circuits Iverter YuZhuo Fu Itroductio outlie CMOS at a glace CMOS static behavior CMOS dyamic behavior Power, Eergy, ad Eergy Delay Persective tech. /48 outlie CMOS at a glace CMOS static
More informationUniform Strict Practical Stability Criteria for Impulsive Functional Differential Equations
Global Joural of Sciece Frotier Research Mathematics ad Decisio Scieces Volume 3 Issue Versio 0 Year 03 Type : Double Blid Peer Reviewed Iteratioal Research Joural Publisher: Global Jourals Ic (USA Olie
More informationOverview of Silicon p-n Junctions
Overview of Silico - Juctios r. avid W. Graham West irgiia Uiversity Lae eartmet of omuter Sciece ad Electrical Egieerig 9 avid W. Graham 1 - Juctios (iodes) - Juctios (iodes) Fudametal semicoductor device
More informationApproaching ballistic transport in suspended graphene. Supplementary Information
Approachig ballistic trasport i suspeded graphee Xu Du, Iva Skachko, Athoy Barker, Eva Y. Adrei Departmet of Physics & Astroomy, Rutgers the State Uiversity of New Jersey Cotets Supplemetary Iformatio
More informationAsymptotic distribution of products of sums of independent random variables
Proc. Idia Acad. Sci. Math. Sci. Vol. 3, No., May 03, pp. 83 9. c Idia Academy of Scieces Asymptotic distributio of products of sums of idepedet radom variables YANLING WANG, SUXIA YAO ad HONGXIA DU ollege
More informationOrthogonal polynomials derived from the tridiagonal representation approach
Orthogoal polyomials derived from the tridiagoal represetatio approach A. D. Alhaidari Saudi Ceter for Theoretical Physics, P.O. Box 374, Jeddah 438, Saudi Arabia Abstract: The tridiagoal represetatio
More informationSOLUTIONS: ECE 606 Homework Week 7 Mark Lundstrom Purdue University (revised 3/27/13) e E i E T
SOUIONS: ECE 606 Homework Week 7 Mark udstrom Purdue Uiversity (revised 3/27/13) 1) Cosider a - type semicoductor for which the oly states i the badgap are door levels (i.e. ( E = E D ). Begi with the
More informationBasic Physics of Semiconductors
Chater 2 Basic Physics of Semicoductors 2.1 Semicoductor materials ad their roerties 2.2 PN-juctio diodes 2.3 Reverse Breakdow 1 Semicoductor Physics Semicoductor devices serve as heart of microelectroics.
More informationSequences of Definite Integrals, Factorials and Double Factorials
47 6 Joural of Iteger Sequeces, Vol. 8 (5), Article 5.4.6 Sequeces of Defiite Itegrals, Factorials ad Double Factorials Thierry Daa-Picard Departmet of Applied Mathematics Jerusalem College of Techology
More informationTrue Nature of Potential Energy of a Hydrogen Atom
True Nature of Potetial Eergy of a Hydroge Atom Koshu Suto Key words: Bohr Radius, Potetial Eergy, Rest Mass Eergy, Classical Electro Radius PACS codes: 365Sq, 365-w, 33+p Abstract I cosiderig the potetial
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 informationNew Version of the Rayleigh Schrödinger Perturbation Theory: Examples
New Versio of the Rayleigh Schrödiger Perturbatio Theory: Examples MILOŠ KALHOUS, 1 L. SKÁLA, 1 J. ZAMASTIL, 1 J. ČÍŽEK 2 1 Charles Uiversity, Faculty of Mathematics Physics, Ke Karlovu 3, 12116 Prague
More informationMarkscheme May 2015 Calculus Higher level Paper 3
M5/5/MATHL/HP3/ENG/TZ0/SE/M Markscheme May 05 Calculus Higher level Paper 3 pages M5/5/MATHL/HP3/ENG/TZ0/SE/M This markscheme is the property of the Iteratioal Baccalaureate ad must ot be reproduced or
More informationOptimization Methods MIT 2.098/6.255/ Final exam
Optimizatio Methods MIT 2.098/6.255/15.093 Fial exam Date Give: December 19th, 2006 P1. [30 pts] Classify the followig statemets as true or false. All aswers must be well-justified, either through a short
More informationEE3310 Class notes Part 3. Solid State Electronic Devices - EE3310 Class notes Transistors
EE3310 Class otes Part 3 Versio: Fall 2002 These class otes were origially based o the hadwritte otes of Larry Overzet. It is expected that they will be modified (improved?) as time goes o. This versio
More informationSchottky diodes: I-V characteristics
chottky diodes: - characteristics The geeral shape of the - curve i the M (-type) diode are very similar to that i the p + diode. However the domiat curret compoets are decidedly differet i the two diodes.
More informationSimilarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle
Similarity betwee quatum mechaics ad thermodyamics: Etropy, temperature, ad Carot cycle Sumiyoshi Abe 1,,3 ad Shiji Okuyama 1 1 Departmet of Physical Egieerig, Mie Uiversity, Mie 514-8507, Japa Istitut
More informationBasic Physics of Semiconductors
Chater 2 Basic Physics of Semicoductors 2.1 Semicoductor materials ad their roerties 2.2 PN-juctio diodes 2.3 Reverse Breakdow 1 Semicoductor Physics Semicoductor devices serve as heart of microelectroics.
More informationNEW FAST CONVERGENT SEQUENCES OF EULER-MASCHERONI TYPE
UPB Sci Bull, Series A, Vol 79, Iss, 207 ISSN 22-7027 NEW FAST CONVERGENT SEQUENCES OF EULER-MASCHERONI TYPE Gabriel Bercu We itroduce two ew sequeces of Euler-Mascheroi type which have fast covergece
More informationOptimum Conditions of Body Effect Factor and Substrate Bias in Variable Threshold Voltage MOSFETs
Jp. J. Appl. Phys. Vol. 39 (2000) pp. 2312 2317 Part 1, No. 4B, April 2000 c 2000 The Japa Society of Applied Physics Optimum Coditios of Body Effect Factor ad Substrate Bias i Variable Threshold Voltage
More informationMeasurement uncertainty of the sound absorption
Measuremet ucertaity of the soud absorptio coefficiet Aa Izewska Buildig Research Istitute, Filtrowa Str., 00-6 Warsaw, Polad a.izewska@itb.pl 6887 The stadard ISO/IEC 705:005 o the competece of testig
More informationVector Quantization: a Limiting Case of EM
. Itroductio & defiitios Assume that you are give a data set X = { x j }, j { 2,,, }, of d -dimesioal vectors. The vector quatizatio (VQ) problem requires that we fid a set of prototype vectors Z = { z
More informationFinally, we show how to determine the moments of an impulse response based on the example of the dispersion model.
5.3 Determiatio of Momets Fially, we show how to determie the momets of a impulse respose based o the example of the dispersio model. For the dispersio model we have that E θ (θ ) curve is give by eq (4).
More information1 6 = 1 6 = + Factorials and Euler s Gamma function
Royal Holloway Uiversity of Lodo Departmet of Physics Factorials ad Euler s Gamma fuctio Itroductio The is a self-cotaied part of the course dealig, essetially, with the factorial fuctio ad its geeralizatio
More information6.3 Testing Series With Positive Terms
6.3. TESTING SERIES WITH POSITIVE TERMS 307 6.3 Testig Series With Positive Terms 6.3. Review of what is kow up to ow I theory, testig a series a i for covergece amouts to fidig the i= sequece of partial
More informationDYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS
DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS Ivaa Štimac 1, Ivica Kožar 1 M.Sc,Assistat, Ph.D. Professor 1, Faculty of Civil Egieerig, Uiverity of Rieka, Croatia INTRODUCTION The vehicle-iduced
More informationADVANCED SOFTWARE ENGINEERING
ADVANCED SOFTWARE ENGINEERING COMP 3705 Exercise Usage-based Testig ad Reliability Versio 1.0-040406 Departmet of Computer Ssciece Sada Narayaappa, Aeliese Adrews Versio 1.1-050405 Departmet of Commuicatio
More information