Implementation of Variable Duty Cycle Ring Oscillator for Unique Identification
|
|
- Aubrey Cameron
- 5 years ago
- Views:
Transcription
1 Imlemeaio of Variable Duy Cycle Rig Oscillaor for Uique Ideificaio N.Sivasakari (), B.Balambiga () ad P.Idumahi (3) () Assisa Professor, Dearme of Elecroics ad Commuicaio Egieerig Meco Schlek college of Egieerig, Sivakasi-66005, Tamiladu, Idia. () Dearme of Elecroics ad Commuicaio Egieerig, Meco Schlek college of Egieerig, Sivakasi-66005, Tamiladu, Idia. (3) Dearme of Elecroics ad Commuicaio Egieerig, Meco Schlek college of Egieerig, Sivakasi-66005, Tamiladu, Idia. Absrac Differe duy cycle rig oscillaor is reseed i his aer. This aer aims o drive a rig oscillaor wih differe duy cycle wihou he kowledge of exeral ersos, oher ha maufacurer. Firs we roose a deedece of duy cycle variaio by chagig differe widh ad legh raio, ad deedece of variaio of ower suly volage. The simulaio resuls cofirm ha duy cycle of CMOS iverers show he addiioal overhead wih ower suly ad widh o legh raio. This roery ca be used for auheicaig oe erso i he commo orgaizaio who is havig he correc ower suly value ad /L raio. The simulaio resuls usig TANNER EDA for 0.5 μm CMOS shows a good agreeme wih aalysis resuls. I addiio i his aer he mahemaical jusificaio for duy cycle variaio is exlaied. e rese he arameers /L ad suly volage o ideify a erso by roducig differe radom umber. Key words: Asymmeric duy cycle, Rig oscillaor, radom umber geeraio. I. INTRODUCTION Hardware soluios are useful for he recogiio of iegraed circuis, auheicaio geeraio i cryograhic archiecures ad roocols. All hese differe alicaios ake advaage of he caaciy of hardware devices o sore or geerae a oly oe of is kid, secure ad uredicable key i order o avoid hacker aacks or ulicesed use of hardware desigs. Raher ha creaig may sofware s, i is more advaage ad beeficial o imleme a simle hardware wih equivale securiy. Same iu alied o differe rig oscillaors wih differe L raio should resul i uforeseeable resoses wih each oher. This feaure makes he devices suiable for securiy alicaios ad hey have become a mai rimiive i hardware securiy imlemeaios. Firs, heir radomess is assured by he rocess variabiliy. Secodly, hey are low cos as hey do o suose ay overhead o he rocess fabricaio. Ad hirdly, he securiy ad aack resisace are guaraeed because ay couerfei aem resuls i he device fucioaliy desrucio. Rig oscillaors [4] are used i may alicaios such as hase locked loo, radom umber geeraio ec., wih a symmeric duy cycle. Bu his coce is slighly varied i [] o roduce asymmeric duy cycle o geerae radom waveform. The same coce is alied i [] o roduce Physical Ucloable Fucio (PUF) which will roec he circui uder differe emeraures ad eviromeal codiios. I [3] rig oscillaor wih high erformace i erms of avoidace of hase oise is roosed, wih he cos of addiioal MOS rasisor for biasig. The auhors of [5] made aalysis o CMOS rig oscillaor wih hyrisor srucure. The auhors of [6] roose ew soluio based o loo gai of rig ad ew frequecy equaios were described. I his aer we roose II.. Auheicaio of ersos wihou alyig ay addiioal circuiry.. Mahemaical sudy of iverer ad is behaviour as a fucio of ower suly, ier-caaciace ad /L raio. 3. Imlemeaio aalysis of ower suly wih rasie aalysis ad /L raio wih rasie aalysis 4. we ehace he uceraiy of he Rig oscillaor ad we rovide more oeial challeges for he same umber of rig oscillaors. PROPOSED METHOD Coveioal Rig oscillaors measure he ouu frequecy ad hey deermie relaioshis amog hem. Isead of measurig frequecy, we desig a rig oscillaor based o measurig differeces i he duy cycle of differe sigals. e iroduce a mehodology o desig a rig oscillaor wih cofigurable duy cycle, which are o clocks of 50% duy cycle. The whole sysem for alicaio is show i figure. I fids alicaios i auheicaio of cocered orgaizaio users. The users chi secificaio is kow oly o he maufacurer. Durig he issue of chi, he corresodig secificaios for ideificaio (V DD,) are rovided. By agai alyig he same secificaio se (V DD,) he same 75
2 aer is execed o be reeaed. If he user is able o reroduce he aer as secified by he maufacurer, he he is ideified as auhorized user. Accordig o his model, he equaio which is used o rule he source-drai curre of a idividual rasisor is: Qch I ds Cox ( Vgs Vds / ) Vds L / v L ----() here Qch=charge iside he chael, L=chael legh, v=average velociy of carriers, =elecro/hole mobiliy cosa, C ox =caaciace er ui area of gae oxide, =chael widh, V =rasisor hreshold volage, V gs =gae-source volage, V ds =drai source volage. Equaio () is divided io hree differe regios deedig o heir iu volages: Figure : Issue of chi secificaio The chi secificaio is give a he circui maufacure level. I maufacurig, all he circuis have bee imlemeed as CMOS. The secificaio i dimesio of CMOS ad ower suly give o hem are uique for each ad idividual user. The basic eleme i CMOS circuis is iverer. Le us see he desig of iverer i is dimesio level ad how i affecs he erformace o disiguish each ersos. A. CMOS Iverer: As er figure, he comoes rese i CMOS iverer circui are PMOS ad NMOS. 0, Vgs, Off I ds ( Vgs Vds / ) Vds, Vds V, Liear DSAT ( Vgs ), Vds V, Sauraio DSAT () here V DSAT slis ohmic ode from sauraio mode ad C ox / L.The load caaciace should be kow o se he roagaio delay of a iverer. The load caaciace of each iverer is highly iflueced by he gae caaciace of he ex iverer sice he iverers of rig oscillaors are liable i a loo cofiguraio. Thus oher imora arameer o deermie he roagaio delay of CMOS iverers wihi rig oscillaors is heir gae caaciace which is defied as: Cg Cox( ) L (3) e defie he roagaio delay fall ime df as he ime lased o chage a ode volage from V DD o V DD /. VDDC l df ( VDD ) (4) e also defie he roagaio delay rise ime dr as he ime lased o chage a ode volage from 0 o V DD /. here VDDC l dr...(5) ( VDD ) is he resul of relacig by elecro mobiliy.from (4) ad (5) hus we ca coclude ha he roagaio delay fall ad rise deeds o he bias volage of a iverer, he load caaciace ad he rasisor size raio from equaios (4) ad (5) he rise ad fall imes are he fucios of V DD, C l, ad /L raio. d ( VDD, Cl, / L).(6) Figure : CMOS iverer The above equaio (6) imlies ha he roagaio delay for rise ad fall ime is a fucio of facors like bias volage, caaciace, ad widh o legh raio of he CMOS rasisor. By chagig hese arameers, differe resoses ca be obaied. 76
3 B. Duy cycle as a fucio of /L raio: ( dr df ) d N N( dr df ).(3) dri is he resul of he aggregaio of β,(3) ad(4) ad cosequely is deedecy wih resec o i is: dri i i i.. (4) If we brig β,(3) ad (4)ogeher, he we ca defie dfi for each iverer wih resec o he rasisor widhs i. This defiiio remais as: Figure 3: Rig oscillaors wih symmeric dimesio The radiioal rig oscillaor srucure is show i figure 3.Now le us see he deedece of duy cycle wih resec o widh o legh raio. Usig he develoed equaios i he revious secio we ca sudy he rig oscillaor as he chai of various CMOS iverers. The rig oscillaor eriod T ca be deermied as he addiio of all iverer roagaio delays: T * (7) This work is maily focused o corollig he duy cycle of every sage ouu isead of he ouu frequecy. Thus, he eriod ca be divided io high ad low. high -he ouu is higher ha V DD / ad low he ouu is lower ha V DD /.Therefore (7) is redefied as: di T low high (8) A more secific aalysis of he erms of he rig oscillaor whe hey have combied is give below: N highn drn ( df ) i dr i N lown dfn ( df ) i dr i (9)..(0) The aricularizaio of he deedecy i (6) for he rig oscillaor odes resuls i: i dfi V DDi, Cl( i), Li () The duy cycle of a digial sigal is defied as he raio highi bewee ad is eriod T. di highi T.. () All rig oscillaors desigs make use of iverers ha are exacly he same, he all dri ad dfi are equal ad he duy cycle for each ode N is deermied from (9),(0),() by: i i dfi. i Subsiuig (5) ad (4) i (3),we ge..(5) i i i i i i d N N i i i i i i equaio (4) ca be rewrie as i i dri. (7) i i ad subsiuig he relaio = / ( ) (8) dri similiarly dfi ( ) (9) by subsiuig (8),(9) i (3),we ge, d N ( ) ( ) N ( ) ( ) Furher simlificaio yields, d N Le d N d N ( ) ( ) N ( ) ( ) / N ( ) N ( )..().().(3).(0) (6) 77
4 The widh of odd ad eve iverers are varied as er o e e o.thus o e e o By subsiuig he φ relaios i equaios (4) ad (5),we ge dri dfi Subsiuig (4)ad (5) i (3), d N d N N N...(4)...(5) (7) C. Duy cycle as a fucio of ower suly: The secod mehod for obaiig he variable duy cycle is based o chagig he bias volage V DD of each iverer as show i Fig 4. Here, he widh ad legh of he CMOS are o chaged ad are se o be i fixed value. The volage is varied from V o he sauraio level of he rasisor. Duy cycle is varied as er he ower disribuio as show i equaio 8. Pavg Duy cycle.. (8) Peak D. Duy cycle as a fucio of caaciace: As er equaio 6, oe of facor affecig he duy cycle is caaciace. Bu wih he chai of iverers, roagaio delay is o a fucio of ier-ode caaciace. Subsiuig (4) ad (5) i equaio(3),we ge, By simlifyig, d N V DD VDD V DD V VDD V N d N (3) N..(3) Figure 4: Various bias volages alied o each iverer From he equaio 3, he duy cycle does o deed o ierode caaciace. The rig oscillaor ca be laced verically as give i figure 5, o roduce uique waveform for ideificaio. The order ad φ values are differe for each user. I is show i figure III. Figure 5: User chi circui RESULTS AND DISCUSSION The exerimes are coduced wih differe suly volages. I each oscillaor 8 iverers have bee coeced, he volages a differe odes have bee ake ad he eak volage amog hem is calculaed. Value of ϕ is ses as 3. The variaio i duy cycle, calculaed as er equaio (8) is show i able. Table : Bias volage Vs Duy cycle Average volage Peak volage Bias volage Duy cycle The ier ode caaciace value is measured, ad he variaios i duy cycle wih resec o caaciace is ake ad abulaed i able. Table : Caaciace Vs Duy cycle V DD (V) Caaciace T high (s) Toal Period(s) Duy Cycle f f f f f f f f f
5 From he able, i is observed ha duy cycle is o a fucio of caaciace. I is slighly varied wih resec o bias volage. φ value is fixed as 3 for all he measuremes i able. The value of φ is chaged by keeig V DD cosa, ad duy cycle is measured. Table 3: /L(φ) raio Vs Duy cycle φ T high (s) Toal Period(s) Duy Cycle From able 3, i is iferred ha duy cycle is highly varied wih resec o widh o legh raio φ, comared o bias volage ad caaciace deedece. Hece more radom waveforms wih differe duy cycle ca be geeraed by chagig he value of φ. I our exerime, i is assumed ha 64 users are erolled. Hece 64 imes rig oscillaor is isaiaed wih differe φ value, wih he deh of 8.They are combied wih XOR gae o roduce he uique required waveform. From he aalysis of able, ad 3 we se φ=7,v DD =5V.The radom waveforms are show i figure 6,7 ad 8. Figure 6: Duy cycle for /L =7 Figure 7: Duy cycle for /L =5 IV. CONCLUSION Figure 8: Duy cycle for /L =0 I his aer, he imlemeaio of variable duy cycle rig oscillaor chi is roosed by wo mehods. Duy cycle variaio is doe by rasisor sizig ad bias volage.the idea used i his aer, for rasisor sizig is,v aryig he widh o legh raio(asec raio)of NMOS ad PMOS rasisor is uilized o roduce radom waveforms for ideificaio. I rasisor sizig,he legh of he PMOS ad NMOS are ke as same whereas he widh is chaged so ha he curre varyig arameers wo affec he erformace more. REFERENCES []. Javier Agusi ad Marisa Loez-Vallejo, A I- Deh Aalysis Of Rig Oscillaors:Exoliig Their Cofigurable Duy Cycle,IEEE Tras.Circuis ad Sysems,Vol.6,No.0,Oc.05 []. Javier Agusi ad Marisa Loez- Vallejo, A Temeraure-Ideede PUF wih a Cofigurable duy cycle of CMOS Rig Oscillaors,IEEE,06. [3]. Yusuf Jameh Bozorg ad Mohammad Jafar Taghizadeh Marvas, Desigig a New Rig Oscillaor For High Performace Alicaios I 65m CMOS Techology Idia Joural of Fudameal ad Alied Life Scieces, Vol. 4 (S4), ,04. [4]. V. Sikarwar, N. Yadav ad S. Akashe, "Desig ad aalysis of CMOS rig oscillaor usig 45 m echology," 03 3rd IEEE Ieraioal Advace Comuig Coferece (IACC), Ghaziabad, 03, doi: 0.09/IAdCC [5]. Balaji Ramakrisha S, Shivaada Yali, Nihi Kumar L, Ravidra H.B, Chaia Ram, Desig ad Performace Aalysis of Low Frequecy CMOS Rig Oscillaor usig 90m Techology, IEEE Ieraioal Coferece,May 0-,06. [6]. P.M.Farahabadi, H.Miar-Naimi ad A.Ebrahimzadeh, A New soluio o aalysis of CMOS Rig Oscillaors, Iraia Joural, Vol. 5, No., March
Analysis of Current Starved Voltage Controlled Oscillator using 45nm CMOS Technology
SSN (Pri) : 30 3765 SSN (Olie): 78 8875 eraioal Joural of Advaced Research i Elecrical, Elecroics ad srumeaio Egieerig (A SO 397: 007 erified Orgaizaio) ol. 3, ssue 3, March 014 Aalysis of urre Sarved
More informationWalsh Function Based Reconstruction Method of. Command Waveform in PWM Inverter
Walsh Fucio Based Recosrucio Mehod of Commad Waveform i PWM Iverer Kri Choeisai ad Seiji Kodo Nagaoka Uiversiy of echology 63- Kamiomioka, Nagaoka 94-288, Japa Fa: +8-28-4-9, Phoe: +8-28-4-9 E-Mail: kri@s.agaokau.ac.jp
More informationIntroduction to Orthogonal Frequency Division Multiplexing (OFDM)
Wireless Iformaio Trasmissio Sysem Lab. Iroducio o Orhogoal Frequecy Divisio Muliplexig OFDM Isiue of Commuicaios Egieerig aioal Su Ya-se Uiversiy OFDM Overview OFDM Sysem Model Orhogoaliy Oulie Muli-carrier
More informationField-Effect Transistors (FETs) 3.4 The p-channel MOSFET & COMS
Field-Effec Trasisors (FETs 3.4 The p-chael MOSFET & COMS A p-chael ehaceme-ype MOSFET is fabricaed o a -ype subsrae wih p+ regios for he drai ad source, ad has holes as charge carriers. The deice operaes
More informationIntroduction to Orthogonal Frequency Division Multiplexing (OFDM) Technique
Wireless Iformaio Trasmissio Sysem Lab. Iroducio o Orhogoal Frequecy Divisio Muliplexig (OFDM Techique Isiue of Commuicaios Egieerig Naioal Su Ya-se Uiversiy OFDM Overview OFDM Sysem Model Orhogoaliy Oulie
More informationThe most significant MOSFET parameters impact in CMOS inverter switching characteristics
INTERNATIONAL JOURNAL OF CIRCUITS, SYSTEMS AND SIGNAL PROCESSING Voume 1, 018 The mos sigifica MOSFET arameers imac i CMOS iverer swichig characerisics Miaim Zabei, Nebi Caka, Myzafere Limai, Qami Kabashi
More informationExperiment 2: Waveform Analysis
Specrum aalyzer Experime : Waveform Aalysis 8/3/6 his experime is o familiarize you wih he aalysis of sigals ad eworks usig he HP 358A Specrum Aalyzer. he aalysis of sigals is achieved i he ope loop mode
More informationIntroduction to OFDM Systems
Wireless Iformaio Trasmissio Sysem Lab. Iroducio o OFDM Sysems Isiue of Commuicaios Egieerig Naioal Su Ya-se Uiversiy Oulie OFDM Overview OFDM Sysem Model Orhogoaliy Muli-carrier Equivale Implemeaio by
More informationAn Optimization of Gaussian UWB Pulses
0 h Ieraioal Coferece o DEVELOPMENT AND APPLICATION SYSTEMS, Suceava, Romaia, May 7-9, 00 A Opimizaio of Gaussia UWB Pulses Adria POPA "Gheorghe Asachi" Techical Uiversiy of Iaşi Bd.Carol No., RO0.506
More informationECE 2201 PRELAB 4A MOSFET SWITCHING APPLICATIONS. Digital CMOS Logic Inverter
ECE 2201 PRELAB 4A MOSFET SWITCHING APPLICATIONS Digital CMOS Logic Iverter Had Aalysis P1. I the circuit of Fig. P41, estimate the roagatio delays t PLH ad t PHL usig the resistive switch model for each
More informationAn optimization algorithm for the calculation of the electrostatic discharge current equations parameters
WSEAS TRANSACTIONS o CIRCUITS ad SYSTEMS Vasiliki Via George P. Fois Lambros Ekoomou A opimizaio algorihm for he calculaio of he elecrosaic discharge curre equaios parameers VASILIKI VITA GEORGE P. FOTIS
More informationComparison of Color Features for Image Retrieval
Compariso of Color Feaures for Image Rerieval S.R. Kodiuwakku 1 Deparme of Saisics & Compuer Sciece, Uiversiy of Peradeiya salukak@pd.ac.lk S.Selvarajah Deparme of Physical Sciece, Vavuiya Campus, Uiversiy
More informationDeaki Research Olie Deaki Uiversiy s isiuioal research reosiory DDeaki Research Olie Research Olie This is he ublished versio (versio of record) of: We, Sheg, Jia, Weijia, Zhou, Wei, Zhou, Walei ad Xu,
More informationJune : 2016 (CBCS) Negative terminal for forward bias. Positive terminal for forward bias. Cathode ( n-type)
s Year : Commo o all raches Jue : 6 (CCS) Noe : Max. marks : 6 (i) (ii) (iii) (iv) emp ay five quesios ou of seve quesios. ll quesios carry equal marks. Draw he ea diagram, wheever ecessary. ssume daa,
More informationMULTI USER DETECTION FOR CDMA- OFDM/OQAM SYSTEM COMBINED WITH SPACE TIME CODING
Ieraioal Joural of Wireless & Mobile Neworks (IJWMN) Vol. 4, No. 4, Augus 212 MULTI USER DETECTION FOR CDMA- OFDM/OQAM SYSTEM COMBINED WITH SPACE TIME CODING Radhia GHARSALLAH 1 ad Ridha BOUALLEGUE 2 1
More informationR. W. Erickson. Department of Electrical, Computer, and Energy Engineering University of Colorado, Boulder
R. W. Erickso Deparme of Elecrical, Compuer, ad Eergy Egieerig Uiversiy of Colorado, Boulder 4.2.2. The Power MOSFET Gae Source Gae leghs approachig oe micro p - p Cosiss of may small ehacememode parallelcoeced
More informationDigital Communications (by B. Sklar)
Digial Commuicaios by B. Sklar Sug Ho Cho Voice 2 222 39 Cellular 11 412 5178 E mail: drago@hayag.ac.kr Coes 1 Sigals ad Specra Formaig ad Basebad Trasmissio Badpass Modulaio ad Demodulaio Chael Codig
More informationEnhanced LUT For Modified Distributed Arithematic Architecture - FIR Filter
N Vivek et al It. Joural of Egieerig Research ad Alics RESEARCH ARTICLE OPEN ACCESS Ehaced LT For Modified Distributed Arithematic Architecture - FIR Filter N Vivek*, Prof K Ausudha** *(Deartmet of Electroics
More informationDetection of Pulsed Radar in a Time Division Duplexed System
Deecio of Pulsed Radar i a Time Divisio Duplexed Sysem Brad W. Zarikoff Hamilo Isiue Naioal Uiversiy of Irelad Mayooh Email: Brad.Zarikoff@uim.ie David Weldo Wireless R&D, Vecima Neworks, Ic. Vicoria,
More informationLimb-Vector Paralleling: A General Approach to Translate Postures from Human to Humanoid Robots
Limb-Vecor Parallelig: A Geeral Approach o Traslae Posures from Huma o Humaoid Robos Zhuo-Li Bao, Shih-Li Che, Chi-Chag Tug, Rayi Yau Tara, Hadziq Fabroyir ad Wei-Chug Teg Absrac evelopig iuiive ierface
More informationEstimation of electromagnetic compatibility and efficiency of the adjustable load systems of PMSG in wind turbines
Ihor SHCHUR Naioal Uiversiy Lviv olyechic, Deparme of ower Egieerig ad Corol Sysems Esimaio of elecromageic compaibiliy ad efficiecy of he adjusable load sysems of MSG i wid urbies Absrac. I wid urbie
More informationPower Conversion and Signal Transmission Integration Method Based on Dual Modulation of DC-DC Converters
IEEE TRANSATIONS ON INDUSTRIAL ELETRONIS 1 Power oversio ad Sigal Trasmissio Iegraio Mehod Based o Dual Modulaio of D-D overers Jiade Wu, Member, IEEE, Ji Du, Sude Member, IEEE, Zhegyu Li, Seior Member,
More informationBézier curves with shape parameter *
Wag e al. / J Zhejiag Uiv SCI 5 6A(6):497-5 497 Joural of Zhejiag Uiversiy SCIENCE ISSN 9-395 hp://www.zju.edu.c/jzus E-mail: jzus@zju.edu.c Bézier curves wih shape parameer * WANG We-ao ( 王文涛 ) WANG Guo-zhao
More informationMoment-Based Bound on Peak-to-Average Power Ratio and Reduction with Unitary Matrix
Mome-Based Boud o Peak-o-Average Power Raio ad Reducio wih Uiary Marix Hirofumi Tsuda Deparme of Applied Mahemaics ad Physics Graduae School of Iformaics Kyoo Uiversiy Kyoo Japa suda.hirofumi.38u@s.kyoo-u.ac.jp
More informationA Channel Estimation Method for MIMO-OFDM Mobile WiMax Systems
A Chael Eimaio Mehod for MIMO-OFDM Mobile WiMax Syem Fabie Delere ad Yichuag Su School of Egieerig ad echology Uiveriy of Herfordhire, Hafield, Her, AL0 9AB, UK Abrac I hi paper, chael eimaio for Space-ime
More informationLecture 29: Diode connected devices, mirrors, cascode connections. Context
Lecture 9: Diode coected devices, mirrors, cascode coectios Prof J. S. Smith Cotext Today we will be lookig at more sigle trasistor active circuits ad example problems, ad the startig multi-stage amplifiers
More informationRevision: June 10, E Main Suite D Pullman, WA (509) Voice and Fax
1.8.0: Ideal Oeratioal Amlifiers Revisio: Jue 10, 2010 215 E Mai Suite D Pullma, WA 99163 (509) 334 6306 Voice ad Fax Overview Oeratioal amlifiers (commoly abbreviated as o-ams) are extremely useful electroic
More informationHandout 10: Pulse-Code Modulation
ENGG 31-B: Priciples of Commuicaio Sysems Hadou 1: Pulse-Code Modulaio 17 18 Firs Term Isrucor: Wig-Ki Ma November 1, 17 Suggesed Readig: Chaper 7 of Simo Hayki ad Michael Moher, Commuicaio Sysems (5h
More information-RESEARCH ARTICLE- The impact transconductance parameter and threshold voltage of MOSFET s in static characteristics of CMOS inverter
NEScieces, 2017, 2 (3): 135-148 -RESEARCH ARTICLE- The imact trascoductace arameter ad threshold voltage of MOSFET s i static characteristics of CMOS iverter Milaim Zabeli 1, Nebi Caa 1, Myzafere Limai
More informationIn Color We Live C IP E I. In Color We Live. t n. In Color We Live
I r We Live Eviro me I r We Live IP E I 0 12 I 2 T E vir ome 0 12 I 2 T IPEI Evirome IPEI 012 I 2 T I r We Live Iesiy Idepede RGB-o-XYZ ur amera alibraio Bria FUNT, ad Pouya BSTNI School of ompuig Sciece,
More informationA New Power System Oscillation Type Identification Method Based on Empirical Mode Decomposition and Hilbert Transform
Proceedigs of he World Cogress o Egieerig ad Compuer Sciece 4 Vol I WCECS 4, -4 Ocober, 4, Sa Fracisco, USA A New Power Sysem Oscillaio Type Ideificaio Mehod Based o Empirical Mode Decomposiio ad Hilber
More informationITERATIVE RECEIVER FOR SPACE-TIME CODED FLAT FADING CHANNELS. Noura Sellami yz, Mohamed Siala y, David Declercq z, Inbar Fijalkow z
ITERATIVE RECEIVER FOR SPACE-TIME CODED FLAT FADING CHANNELS Noura Sellami yz, Mohamed Siala y, David Declercq z, Ibar Fijalkow z y Frace Telecom R&D, 38-40 rue du Gééral Leclerc 92794 Issy les Moulieaux,
More information(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 informationDelay Estimation for Global RC Interconnect Using Inverse Gamma Distribution Function
Ieraioal Joural of Iforaio ad lecroics gieerig, Vol., No., March Delay siaio for Global RC Iercoec Usig Iverse Gaa Disribuio Fucio V. Maheshwari, Suia Gupa, V. Sayaaraya, R. Kar, D. Madal, ad A. K. Bhaacharjee
More informationDESIGN AVOLTAGE REFERENCE CIRCUIT WITHOUT USING BIPOLAR TRANSISTORS
: 53-539 ISSN: 77 4998 DESIGN AOAGE REFERENCE CIRCUI IHOU USING BIPOAR RANSISORS EHSAN SHABANI, MAHDI PIRMORADIAN* : M Sc., Eslamshahr Brach, Islamic Azad Uiversity, ehra, Ira : Assistat Professor, Eslamshahr
More informationFast and Accurate Behavioral Simulation of Fractional-N Frequency Synthesizers and other PLL/DLL Circuits
Fas ad Accurae Behavioral Simulaio of Fracioal-N Frequecy Syhesizers ad oher PLL/LL Circuis Michael H. Perro Microsysems Techology Laboraory, MIT perro@mi.edu, hp://www-ml.mi.edu/ perro ABSTRACT Techiques
More informationResearch on Reliability for Wind Turbine Transmission System Based on Random Theory
Advaced ciece ad Techology Leers Vol8 (CT 5) pp3-9 hp://ddoiorg/457/asl58 Research o Reliabiliy or Wid Turbie Trasmissio ysem Based o Radom Theory Xi Gua Huadog Wag 3 Zhili u Da Zhao chool o Mechaical
More informationA Novel Filter for Terrain Mapping With Laser Rangefinders
Published i IEEE Trasacios o Roboics ad Auomaio, Vol., No. 5, Oc. 4, pp. 93-9 A Novel Filer for Terrai Mappig Wih Laser Ragefiders Cag Ye, Member, IEEE ad Joha Borese Member, IEEE Absrac This paper iroduces
More informationP. Bruschi: Project guidelines PSM Project guidelines.
Projec guidelines. 1. Rules for he execuion of he projecs Projecs are opional. Their aim is o improve he sudens knowledge of he basic full-cusom design flow. The final score of he exam is no affeced by
More informationKeywords:. Consumer Acceptance, Purchasing Power, Root Mean Square Error, Theil U Statistics
Ieraioal Joural of Ecoomics, Busiess ad Maageme Research Vol., No. 05; 07 ISSN: 456-7760 APPLICATION OF THE LOTKA-VOLTERRA MODEL IN EXPLORING THE SALES VOLUMES INTERACTIONS OF SMARTPHONES BETWEEN ASIA
More information7 th International Conference on DEVELOPMENT AND APPLICATION SYSTEMS S u c e a v a, R o m a n i a, M a y 27 29,
7 h Inernaional Conference on DEVEOPMENT AND APPICATION SYSTEMS S u c e a v a, o m a n i a, M a y 27 29, 2 0 0 4 THEE-PHASE AC CHOPPE WITH IGBT s Ovidiu USAU 1, Mihai UCANU, Crisian AGHION, iviu TIGAEU
More informationGeo-Encryption Protocol For Mobile Networks
Geo-Ecrypio Proocol For Mobile Neworks Ala Al-Fuqaha, Omar Al-Ibrahim, Ammar Rayes * Deparme of Compuer Sciece Weser Michiga Uiversiy Kalamazoo, MI {alfuqaha, oalibrah } @cs.wmich.edu Absrac We propose
More informationTransmit Power Efficiency of Multi-Hop Hybrid Selection/MRC Diversity for a DS-CDMA Virtual Cellular Network
Trasmi ower Efficiecy of Muli-Hop Hybri Selecio/ Diversiy for a DS-CDMA Virual Cellular ework Imae DAOU, Eisuke KUDOH a Fumiyuki ADACHI Dep. of Elecrical a Commuicaio Egieerig, Grauae School of Egieerig,
More informationA 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 informationMIMO-OFDM with Pilot-Aided Channel Estimation for WiMax Systems
Fir Ieraioal Workhop o he Performace Ehaceme i MIMO-OFDM Syem MIMO-OFDM wih Pilo-Aided Chael Eimaio for WiMax Syem Fabie Delere ad Yichuag Su School of Egieerig ad echology Uiveriy of Herfordhire, Hafield,
More informationCoupled CFD/Sonic Boom Adjoint Methodology and its Application to Aircraft Design
aioa eroauics ad Sace dmiisraio Coued CF/Soic oom djoi Mehodoogy ad is icaio o ircraf esig Sriram Raabhadi aioa Isiue of erosace CF Semiar Ouie. Iroducio ad moivaio. dvaced oom aysis 3. Soic boom adjoi
More informationON THE QAM PARALLEL TURBO-TCM SCHEMES USING RECURSIVE CONVOLUTIONAL GF(2 N ) ENCODERS
8h Europea Sigal Processig Coferece (EUSIPCO-00) Aalborg, Demark, Augus 3-7, 00 O THE QAM PARAE TURBO-TCM SCHEMES USIG RECURSIVE COVOUTIOA GF( ) ECODERS Adria Flori Pău, Cǎli Vlǎdeau, Io Marghescu, Safwa
More informationResearch Article Improving the Performance of Modular Production in the Apparel Assembly: A Mathematical Programming Approach
Mahemaical Problems i Egieerig, Aricle ID 472781, 7 pages hp://dx.doi.org/1.1155/214/472781 Research Aricle Improvig he Performace of Modular Producio i he Apparel Assembly: A Mahemaical Programmig Approach
More informationPhase-Shifting Control of Double Pulse in Harmonic Elimination Wei Peng1, a*, Junhong Zhang1, Jianxin gao1, b, Guangyi Li1, c
Inernaional Symposium on Mechanical Engineering and Maerial Science (ISMEMS 016 Phase-Shifing Conrol of Double Pulse in Harmonic Eliminaion Wei Peng1, a*, Junhong Zhang1, Jianxin gao1, b, Guangyi i1, c
More informationPower-Efficient Radio Resource Allocation for Low- Medium-Altitude Aerial Platform Based TD-LTE Networks
ower-efficie Radio Resource Allocaio for Low- Medium-Aliude Aerial laform Based TD-LTE eworks Liqiag Zhao, 2, Chi Zhag, Haili Zhag ad Xiaohui Li. Sae Key Laboraory of Iegraed Service eworks, Xidia Uiversiy,
More informationMEASUREMENT 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 information10. The Series Resistor and Inductor Circuit
Elecronicsab.nb 1. he Series esisor and Inducor Circui Inroducion he las laboraory involved a resisor, and capacior, C in series wih a baery swich on or off. I was simpler, as a pracical maer, o replace
More informationDepartment of Electrical and Computer Engineering, Cornell University. ECE 3150: Microelectronics. Spring Due on April 26, 2018 at 7:00 PM
Departmet of Electrical ad omputer Egieerig, orell Uiersity EE 350: Microelectroics Sprig 08 Homework 0 Due o April 6, 08 at 7:00 PM Suggested Readigs: a) Lecture otes Importat Notes: ) MAKE SURE THAT
More informationMCP1525/ V and 4.096V Voltage References. Features. Description. Applications. Temperature Drift. Typical Application Circuit.
MCP/.V ad.96v Voltage Refereces Features Precisio Voltage Referece Outut Voltages:.V ad.96v Iitial Accuracy: ±% (max.) Temerature Drift: ± m/ C (max.) Outut Curret Drive: ± ma Maximum Iut Curret: µa @
More informationMEDIUM VOLTAGE CABLES TO IEC60502, BS6622, VDE0276
IEC2, BS22, VDE2 Sigle Core Cables o VDE 2 The sigle core cables are desiged for disribuio of elecrical power wih Applicaio: omial volage Uo/U ragig from./.kv o 9/KV ad frequecy Hz. They are suiable for
More informationFault Diagnosis in Rolling Element Bearing Using Filtered Vibration and Acoustic Signal
Volume 8 o. 8 208, 95-02 ISS: 3-8080 (prited versio); ISS: 34-3395 (o-lie versio) url: http://www.ijpam.eu ijpam.eu Fault Diagosis i Rollig Elemet Usig Filtered Vibratio ad Acoustic Sigal Sudarsa Sahoo,
More informationSelf-Interference Cancellation in Full-Duplex Radio Transceivers with Oscillator Phase Noise
Self-Ierferece Cacellaio i Full-Duplex Radio Trasceivers wih Oscillaor Phase Noise Ville Syrjälä ad Koji Yamamoo Graduae School of Iformaics Kyoo Uiversiy Yoshida-homachi Sakyo-ku Kyoo-shi 606-8501 Kyoo
More informationInvestigation and Simulation Model Results of High Density Wireless Power Harvesting and Transfer Method
Invesigaion and Simulaion Model Resuls of High Densiy Wireless Power Harvesing and Transfer Mehod Jaber A. Abu Qahouq, Senior Member, IEEE, and Zhigang Dang The Universiy of Alabama Deparmen of Elecrical
More informationDesign of FPGA Based SPWM Single Phase Inverter
Proceedigs of MUCEET2009 Malaysia Techical Uiversities Coferece o Egieerig ad Techology Jue 20-22, 2009, MS Garde,Kuata, Pahag, Malaysia MUCEET2009 Desig of FPGA Based SPWM Sigle Phase Iverter Afarulrazi
More informationParameters Affecting Lightning Backflash Over Pattern at 132kV Double Circuit Transmission Lines
Parameers Affecing Lighning Backflash Over Paern a 132kV Double Circui Transmission Lines Dian Najihah Abu Talib 1,a, Ab. Halim Abu Bakar 2,b, Hazlie Mokhlis 1 1 Deparmen of Elecrical Engineering, Faculy
More informationSimulation Analysis of DC-DC Circuit Based on Simulink in Intelligent Vehicle Terminal
Open Access Library Journal 218, Volume 5, e4682 ISSN Online: 2333-9721 ISSN Prin: 2333-975 Simulai Analysis of DC-DC Circui Based Simulink in Inelligen Vehicle erminal Weiran Li, Guoping Yang College
More informationA 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 informationAn Area Efficient Low Power TG Full Adder Design using CMOS Nano Technology
An Area Efficien Low Power TG Full Adder Design using CMOS Nano Technology 1 Shivani Singh 1 M.ech, Digial Communicaion, RTU, KOTA 2 Buddhi Prakash Sharma 2 ME Scholor, Elecronics & Comm., NITTTR, Chandigarh,
More informationIs Now Part of To learn more about ON Semiconductor, please visit our website at
s Now Par of To lear ore abou ON Seicoducor, please visi our websie a www.osei.co ON Seicoducor ad he ON Seicoducor logo are radearks of Seicoducor poes dusries, C dba ON Seicoducor or is subsidiaries
More information4.5 Biasing in BJT Amplifier Circuits
4/5/011 secion 4_5 Biasing in MOS Amplifier Circuis 1/ 4.5 Biasing in BJT Amplifier Circuis eading Assignmen: 8086 Now le s examine how we C bias MOSFETs amplifiers! f we don bias properly, disorion can
More informationExpanding the Twin Pulse Swing Free Profile
8 IEEE Ieraioal Coferece o Roboics ad Auomaio Pasadea, CA, USA, May 19-3, 8 Expadig he Twi Swig Free Profile David Bowlig, Gregory Sarr, Joh Wood ad Ro Lumia Deparme of Mechaical Egieerig The Uiversiy
More informationELEC 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 informationDesign of FPGA- Based SPWM Single Phase Full-Bridge Inverter
Desig of FPGA- Based SPWM Sigle Phase Full-Bridge Iverter Afarulrazi Abu Bakar 1, *,Md Zarafi Ahmad 1 ad Farrah Salwai Abdullah 1 1 Faculty of Electrical ad Electroic Egieerig, UTHM *Email:afarul@uthm.edu.my
More informationSolution of ECE 342 Test 2 S12
Soluion of ECE 342 Tes 2 S2. All quesions regarding superheerodyne receivers refer o his diagram. x c () Anenna B T < B RF < 2 f B = B T Oher Signals f c Mixer f Baseband x RFi RF () x RFo () () () x i
More informationAnalysis 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 informationRadar 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 informationMean Waiting and Turnaround Time for Multiple Web Transaction
Mea Waiig ad uraroud ie for Muliple Web rasacio Yog-Ji Lee Dep. of Copuer Sciece Woosog Uiversiy aejo, 300-78, Korea yjlee@woosog.ac.kr M. Aiquzzaa School of Copuer Sciece Uiversiy of Oklahoa Nora, OK
More informationLab 2: Common Source Amplifier.
epartet of Electrical ad Coputer Egieerig Fall 1 Lab : Coo Source plifier. 1. OBJECTIVES Study ad characterize Coo Source aplifier: Bias CS ap usig MOSFET curret irror; Measure gai of CS ap with resistive
More informationCommunications II Lecture 7: Performance of digital modulation
Communicaions II Lecure 7: Performance of digial modulaion Professor Kin K. Leung EEE and Compuing Deparmens Imperial College London Copyrigh reserved Ouline Digial modulaion and demodulaion Error probabiliy
More informationNoise properties in the ideal Kirchhoff-Law-Johnson-Noise. secure communication system
Noise roeries in he ideal Kirchhoff-aw-Johnson-Noise secure communicaion sysem Zolan Gingl and ober Mingesz Dearmen of Technical Informaics, Universiy of Szeged, ungary bsrac In his aer we deermine he
More informationLecture 28: MOSFET as an Amplifier. Small-Signal Equivalent Circuit Models.
hites, EE 320 ecture 28 Page 1 of 7 ecture 28: MOSFET as a Amplifier. Small-Sigal Equivalet Circuit Models. As with the BJT, we ca use MOSFETs as AC small-sigal amplifiers. A example is the so-called coceptual
More informationR. 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 informationChapter 2 Introduction: From Phase-Locked Loop to Costas Loop
Chaper 2 Inroducion: From Phase-Locked Loop o Cosas Loop The Cosas loop can be considered an exended version of he phase-locked loop (PLL). The PLL has been invened in 932 by French engineer Henri de Belleszice
More informationEE 330 Lecture 24. Amplification with Transistor Circuits Small Signal Modelling
EE 330 Lecure 24 Amplificaion wih Transisor Circuis Small Signal Modelling Review from las ime Area Comparison beween BJT and MOSFET BJT Area = 3600 l 2 n-channel MOSFET Area = 168 l 2 Area Raio = 21:1
More informationGPS L5 Receiver Implementation Issues
GS L5 Receiver Imlemetatio Issues Christohe MACABIAU, EAC Lioel RIES, CES Frédéric BASTIDE, EAC/TéSA Jea-Luc ISSLER, CES BIOGRAHY Christohe Macabiau graduated as a electroics egieer i 99 from EAC (Ecole
More informationPower losses in pulsed voltage source inverters/rectifiers with sinusoidal currents
ree-wheeling diode Turn-off power dissipaion: off/d = f s * E off/d (v d, i LL, T j/d ) orward power dissipaion: fw/t = 1 T T 1 v () i () d Neglecing he load curren ripple will resul in: fw/d = i Lavg
More informationTehrani 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 informationData 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 informationPulse Train Controlled PCCM Buck-Boost Converter Ming Qina, Fangfang Lib
5h Inernaional Conference on Environmen, Maerials, Chemisry and Power Elecronics (EMCPE 016 Pulse Train Conrolled PCCM Buck-Boos Converer Ming Qina, Fangfang ib School of Elecrical Engineering, Zhengzhou
More informationMicroelectronics Circuit Analysis and Design. MOS Capacitor Under Bias: Electric Field and Charge. Basic Structure of MOS Capacitor 9/2/2013
Micrelectrics Circuit Aalysis ad Desig Dald A. Neae Chapter 3 The Field Effect Trasistr I this chapter, we will: Study ad uderstad the perati ad characteristics f the varius types f MOSFETs. Uderstad ad
More informationA new terrain mapping method for mobile robots obstacle negotiation
A ew errai mappig mehod for mobile robos obsacle egoiaio Cag Ye ad Joha Boresei Advaced Techologies Lab The Uiversiy of Michiga 0 Beal Ave, A Arbor, MI, USA 4809-0 ABSTRACT This paper iroduces a ew errai
More informationDead Zone Compensation Method of H-Bridge Inverter Series Structure
nd Inernaional Conference on Elecrical, Auomaion and Mechanical Engineering (EAME 7) Dead Zone Compensaion Mehod of H-Bridge Inverer Series Srucure Wei Li Insiue of Elecrical Engineering and Informaion
More informationSynchronization of single-channel stepper motor drivers reduces noise and interference
hronizaion of single-channel sepper moor drivers reduces noise and inerference n mos applicaions, a non-synchronized operaion causes no problems. However, in some cases he swiching of he wo channels inerfere,
More informationDirect Analysis of Wave Digital Network of Microstrip Structure with Step Discontinuities
Direc Analysis of Wave Digial Nework of Microsrip Srucure wih Sep Disconinuiies BILJANA P. SOŠIĆ Faculy of Elecronic Engineering Universiy of Niš Aleksandra Medvedeva 4, Niš SERBIA MIODRAG V. GMIROVIĆ
More informationAn Advanced GPS Carrier Tracking Loop Based on Neural Networks Algorithm
Iteratioal Joural of Egieerig ad Alied Scieces (IJEAS ISSN: 394-366, Volume-3, Issue-9, Setember 06 A Advaced GPS Carrier Tracig Loo Based o Neural Networs Algorithm Jichu She, Shuai Che, Chaghui Jiag,
More informationLecture 5: DC-DC Conversion
1 / 31 Lecure 5: DC-DC Conversion ELEC-E845 Elecric Drives (5 ECTS) Mikko Rouimo (lecurer), Marko Hinkkanen (slides) Auumn 217 2 / 31 Learning Oucomes Afer his lecure and exercises you will be able o:
More informationECE3204 Microelectronics II Bitar / McNeill. ECE 3204 / Term D-2017 Problem Set 7
EE3204 Microelecronics II Biar / McNeill Due: Monday, May 1, 2017 EE 3204 / Term D-2017 Problem Se 7 All ex problems from Sedra and Smih, Microelecronic ircuis, 7h ediion. NOTES: Be sure your NAME and
More informationsible number of wavelengths. The wave~~ngt~ ~ ~ ~ c ~ n b~dwidth is set low eno~gh to interfax One of the most im
sible umber of wavelegths. The wave~~gt~ ~ ~ ~ c ~ b~dwidth is set low eo~gh to iterfax vices. Oe of the most im ed trasmitters ad ysis much more CO "The author is also f Cumputer sciece Departmet, Uiversity
More informationPN Junction Diode: I-V Characteristics
Chater 6. PN Juctio Diode : I-V Characteristics Chater 6. PN Juctio Diode: I-V Characteristics Sug Jue Kim kimsj@su.ac.kr htt://helios.su.ac.kr Cotets Chater 6. PN Juctio Diode : I-V Characteristics q
More informationA 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 informationR. 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 informationNovel 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 informationFingerprint 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 informationPermutation 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 informationPhysical Sciences For NET & SLET Exams Of UGC-CSIR. Part B and C. Volume-16. Contents
Physical cieces For NET & LET Exams Of UC-CIR Part B ad C Volume-16 Cotets VI. Electroics 1.5 Field Effect evices 1 2.1 Otoelectroic evices 51 2.2 Photo detector 63 2.3 Light-Emittig iode (LE) 73 3.1 Oeratioal
More information