A crash-course in transistor circuits
|
|
- Clinton Sims
- 5 years ago
- Views:
Transcription
1 A crash-cours in transistor circuits Patrick R. LClair July 19, 2011 Contnts 1 Transistors Basic charactristics Notation Modling transistor bhavior Simpl viw: considr gain Simplst viw: forgt gain Typical transistor circuits Switch Currnt sourc Transistors Th transistor is our first xampl of an activ componnt which can produc an output signal with mor powr than its input signal. This dos not violat consrvation of nrgy, th additional powr simply coms from th transistor s powr supply, th main point is that th transistor has a sort of fdback which will allow it to ffctivly add powr to a givn signal. It is in fact not rally th powr gain that w ar most intrstd in, but this fdback proprty, th thing which maks a transistor an activ componnt. 1.1 Basic charactristics W will not dwll on how on maks a transistor, or much of th thory bhind thir opration. W wish only to hav basic opration knowldg of how to us thm. With that in mind, w should first spll out th basic proprtis of a transistor. A transistor is ssntially a valv in th simplst sns (not a pump). It dos not forc currnt to flow, it rathr prmits it to flow to a controllabl dgr whil th rst of th circuit surrounding th transistor tris to forc currnt through it. 1
2 1.2 Notation 2 A transistor has thr trminals (rathr than two lik a rsistor or capacitor), labld th mittr, th bas, and th collctor. Roughly spaking, th collctor collcts powr from th powr sourc, dlivring it to th mittr trminal which mits currnt. Th bas is th control trminal: applying a voltag to th bas can ithr opn or clos th connction btwn th collctor and mittr, modulating th currnt flow. In trms of a (rough) hydrodynamic analogy, th collctor corrsponds to a prssurizd watr sourc, th mittr th drain, and th bas a valv to control th flow rat. A crucial aspct is that this valv is snsitiv - vry small currnts into th bas can opn and clos th valv to allow much largr currnts to flow btwn collctor and mittr. In this way, amplification of powr (normally calld gain ) can b achivd - an input signal to th bas can produc a much largr signal at th mittr. 1.2 Notation In th sort of circuits w will discuss, all potntial diffrncs ar masurd rlativ to th circuit s ground point, which dfins V = 0. Thus, it is nough to rfr to th potntial V at any point in th circuit, knowing that V is spcifid rlativ to ground. Subscripts on voltags rfr to th transistor trminals: V = mittr voltag rlativ to ground (1) V b = bas voltag rlativ to ground (2) V c = collctor voltag rlativ to ground (3) Th sam is don for currnts, whr th convntion is that positiv currnts flow toward lowr potntial (i.., closr to ground): I = currnt into/out of mittr (4) I b = currnt into/out of bas (5) I c = currnt into/out of bas (6) Two non-idntical subscripts ar usd to rfr to potntial diffrncs in shorthand, for xampl: V bc V b V c = bas-collctor potntial diffrnc (7) V c V c V = collctor-mittr potntial diffrnc (8) V b V b V = bas-mittr potntial diffrnc (9)
3 1.3 Modling transistor bhavior 3 Two idntical subscripts ar shorthand for a powr supply voltag bing fd in (usually to th collctor): V cc = collctor supply voltag (10) 1.3 Modling transistor bhavior Transistor coms in two flavors, npn and pnp. W will focus on th npn varity, but in most cass pnp transistors bhav th sam way, but with opposit polarity. Thir circuit symbols ar drawn lik this: c c b b npn pnp From this point on, w will worry only about npn transistors. Transistors of th npn typ follow four gnral ruls, which w will simplify vn furthr to com up with a rough working dscription of transistor circuits. 1. Th collctor potntial is highr than th mittr potntial, V c >V. 2. Th bas-mittr and bas-collctor circuits look lik diods. Normally, th bas-mittr diod is conducting, but th bas-collctor diod is rvrs-biasd. b c npn 3. Thr ar maximum valus of I c, I b, and V c that, if xcdd, will usually dstroy th transistor. Additionally, thr ar othr limits such as powr dissipation (I c V c ), V b, tmpratur, tc., that must b managd for propr function of your circuit. 4. If th prcding ruls ar obyd, th collctor currnt I c is roughly proportional to th bas currnt I b : I c βi b (11) whr β, th currnt gain, is typically around 100.
4 1.4 Simpl viw: considr gain 4 It is th currnt gain β that allows a small currnt into th bas connction to produc a larg currnt at th collctor and mittr. As a bit of warning, w nvr simply rly on th currnt gain β. It is gnrally quit variabl, vn for transistors of th sam typ and modl, and thus only approximatly spcifid. Our circuit dsigns will nvr rly on β having a particular valu, as it would mak thm unprdictabl (and thrfor bad). Point 2 is xtrmly important for undrstanding whr currnt flows in a transistor circuit. It also allows us a simpl way to tst if a transistor is good. For small applid voltags to only two trminals, Th bas-mittr (b) connctions should bhav lik a diod and conduct on way only. Th bas-collctor (b) connctions should bhav lik a diod and conduct on way only. Th collctor-mittr (b) connctions should not conduct ithr way. Th last charactristic is tru bcaus if th bas has zro potntial, th valv btwn collctor and mittr is closd. Or, if th bas is unconnctd, thn I b =0, and thus I c =0 (q. 11) no mattr what potntial is applid btwn collctor and mittr. Points 1 and 4 ar th kys to dsigning som simpl transistor circuits, and thy can b put a bit mor succinctly: 1. V c is gratr than V by at last a fw tnths of a volt (so currnt flows from c to ) 2. Th surrounding circuit mad such that V b is about 0.6 V highr than V, i.., V b V 0.6. W shall procd with two viws of transistor opration: on simpl, th othr vn simplr. 1.4 Simpl viw: considr gain In th simpl viw, w look at th transistor as a currnt amplifir or a currnt-controlld valv, and xplicitly mak us of th fact that th collctor currnt is qual to th bas currnt tims th gain, I c =βi b. Looking at th thr trminals of th transistor, w can apply consrvation of charg (currnt). b Ib c Ic I Flowing in to th transistor w hav I c +I b, which must qual I :
5 1.4 Simpl viw: considr gain 5 I = I c + I b = βi b + I b = (1 + β) I b (12) Thus, th currnt flowing out of th mittr trminal is a factor 1+β largr than th control currnt flowing into th bas. This allows us to tak a small currnt input at th bas and produc a larg currnt output, but at ssntially th sam voltag. Th xtra currnt gaind coms from th powr supply. This lts us mak a dvic known as a followr: Vb in, small I b +Vcc supply c R V out larg I It is calld a followr bcaus th mittr output voltag (V ) follows th input bas voltag (V b ) (i.., thy vary in th sam way), but th output has a much largr currnt. Rcall that our simplifid ruls statd that V b V 0.6 V, so th mittr voltag will do whatvr th bas voltag dos, just 0.6 V lowr. A small voltag at th bas V b producs only a small currnt I b, maning th input has a rlativly larg rsistanc. Th currnt flowing out of th mittr, and thus through th load R is much largr: I =(1 + β)i b (kp in mind that th V output voltag is a voltmtr connction, it draws no currnt). W v takn an input signal with a givn voltag and small currnt (low powr) and transformd it into an output signal with similar voltag and much mor currnt (high powr) a simpl amplifir of sorts. If w think of this in trms of rsistanc, th followr has anothr function. Th mittr output has a currnt largr by a factor 1+β, but th mittr voltag is roughly th sam as th bas voltag. Almost th sam voltag, highr currnt, this mans a rlativly low rsistanc. This is on of th main functions of a followr: th output voltag is narly th sam as th input voltag, but th currnt is much highr, and th rsistanc much lowr. This is anothr on of th main functions of a followr, transforming th output circuit from high to low rsistanc, important whn conncting diffrnt circuits togthr.
6 1.5 Simplst viw: forgt gain Simplst viw: forgt gain Th prcding is a vry usful circuit, but th dsign could b clarr yt. If w only want to worry about making rough sklton circuits, figuring w can flsh thm out and fancy thm up latr on, w can simplify th transistor ruls vn furthr. W forgt about gain ntirly, and just focus on two points: 1. call V b =V b V =0.6 V, and dsign th surrounding circuit to mak this tru 2. call I c =I Th scond point is clarr if w rmmbr I = I c + I b basd on consrvation of charg. If w prsum th bas currnt to b much smallr than I or I c (it is at last a factor β 100 lowr than I ) and nglct it, thn I I c. Now look at our followr circuit abov again. Lt s say th bas voltag changs by som amount V b. Sinc th mittr voltag is V =V b 0.6, its chang is th sam: V = V b. Th rsistor R thn ss a voltag chang of V, sinc it is connctd btwn mittr and ground, and this producs a currnt chang in th rsistor of I = V R = V b R (13) Th mittr currnt is dictatd by th choic of th valu of R and th voltag chang at th bas. So what? Compar this with th currnt chang at th bas itslf, a factor 1 + β smallr: I b = I 1 + β = V b R (1 + β) Thus th followr givs us th sam chang in voltag at th mittr that was applid to th bas, but with a much largr currnt. Lt s say w want to hav I =1 ma through th rsistor R =1 kω. This mans w nd an mittr voltag of V =I R =1 V. That mans th bas has to hav a voltag 0.6 V highr, or V b =1.6 V. This is accomplishd by making a connction to th supply voltag V cc through rsistors, but mor on that blow. (14) 2 Typical transistor circuits 2.1 Switch Lt s mak a somwhat mor practical circuit. Considr th diagram blow, and lt s say th load is a light bulb. What dos this circuit do? Lt s follow th ruls. Whn th mchanical switch is opn, thr is no bas currnt. No bas currnt mans no mittr currnt and no collctor currnt, sinc I c =βi b and I c I. That mans no currnt through th light bulb, it stays dark. Onc w clos th switch, w now hav a bas currnt, sinc th bas is connctd to th 10 V supply. Th mittr is connctd to ground, maning V = 0, so that mans th bas riss to
7 2.1 Switch 7 +10V mchanical switch 1kΩ Rload=100Ω (.g., bulb) V b = V = 0.6. If th supply is at 10 V abov ground and th bas only 0.6 V abov ground, th othr 9.4 V must b on th 1 kω rsistor. i Th currnt in th 1 kω rsistor is th sam as th bas currnt, sinc it is in sris with th bas, and it must b I b = 9.4 V/1 kω = 9.4 ma. If th gain of our transistor is β =100, th collctor currnt (also th currnt through th bulb) must b I c =βi b =940 ma. Th bulb lights up. Unfortunatly, this is wrong at last th currnt is. Th bulb will light up, but w hav violatd on of our transistor ruls, that th collctor voltag must b highr than th mittr voltag. Th collctor voltag will b 10 V minus th potntial drop on th load rsistor of 100 Ω. If th collctor currnt is 940 ma, this is V c = 10 (0.94 A) (100 Ω) 84 V. First, this is a bit silly sinc th potntial diffrnc on th rsistor is largr than th supply voltag, which can t happn. Scond, this maks th collctor voltag lowr than th mittr voltag, violating on of our main ruls of transistor bhavior. A transistor cannot pull th collctor voltag blow th mittr voltag. With th mittr groundd, that mans that th collctor can hav at maximum a 10 V potntial rlativ to th supply, giving th load rsistor a 10 V potntial diffrnc. What will rally happn in this cas? Closing th switch biass th bas abov ground (positivly), which opns our valv from collctor to mittr. This allows th supply to snd as much currnt as it can through th bulb, with its ntir 10 V across th bulb, and it lights up with a currnt of I c = 10 V/100 Ω = 0.1 A. Onc th supply has droppd 10 V across th rsistor, nothing furthr can happn - th collctor will b at zro volts thn, and can go no lowr. W hav saturatd th transistor by brining th collctor as clos to th mittr as it can go, sourcing maximum currnt to th bulb. Mor gnrally, what w just mad is a transistor switch closing th mchanical switch to bias th bas allows th sourc to apply full powr to th bulb. Rathr than using a mchanical switch to bias th bas, w could imagin that th bas voltag is producd as th output of som snsor (say, a photorsistor or microphon) which will caus th bulb to light up as an indicator whn th i Us consrvation of nrgy: walking from th 10 V sourc to ground via th bas, th sum of th voltag gains and losss must qual what you startd with, 10 V.
8 2.2 Currnt sourc 8 snsor ss a larg nough stimulus. 2.2 Currnt sourc In intro physics, w tll you all about voltag sourcs, and not that thy ar asily mad with lctrochmical clls (i.., battris). You nvr har how to mak a currnt sourc. Why? Bcaus a currnt sourc mans a constant rat of charg flow, implying that th sourc must adjust its powr, dpnding on what it is connctd to, to nsur a crtain flow of charg. A voltag sourc just nds to nsur a potntial diffrnc, which can occur vn without anything connctd. A currnt sourc is thus an activ dvic which rquirs a bit of fdback, a task for which our transistor is idally suitd. Lt s say w want to crat a 1 ma currnt sourc for driving a load of unspcifid rsistanc (say, an LED). W can t do it with a battry, sinc w d hav to know th rsistanc to nsur a crtain currnt. Th simpl circuit blow dos th job: +Vcc Iout 5.6V 1mA Rload (.g., ld) ~5V 5kΩ Th ida is lik this: fix th bas voltag V b. That fixs th mittr voltag V. Th mittr voltag can thn sourc a known currnt by conncting a known rsistanc btwn it and ground. Sinc th collctor and mittr currnts must b (approximatly) th sam, this fixs th collctor currnt, so w just hav to connct our load dvic btwn th collctor and supply and w r don! Lt s fix th bas voltag at V b =5.6 V. That maks th mittr voltag V V b 0.6=5.0 V. With 5 V at th mittr, a 5 kω rsistor connctd btwn mittr and ground producs a currnt of I = 5 V/5 kω = 1 ma. Sinc I c I, that mans that whatvr is connctd btwn th supply voltag and th collctor (within rason) rcivs a currnt of I c =1 ma from th supply. Th only qustions to rsolv ar how to st th bas and mittr voltags? Say w hav V cc = 10 V to b concrt. W can us sris rsistors - a voltag dividr - to st th bas voltag at th dsird 5.6 V.
9 2.2 Currnt sourc 9 +10V R1 R2 W connct th bas to th 10 V supply through rsistor R 1, and th bas to ground through rsistor R 2. Th voltag at th bas will b th sam as th potntial diffrnc across rsistor R 2. Using th ruls for sris rsistors, V b = V R2 = W can solv this for th ratio R 1 /R 2, and w find R 2 R 1 + R 2 V supply = 5.6 V (15) R 1 = V supply 1 = (16) R 2 V b 5.6 Thus, choosing a ratio of 0.8 for th two rsistors sts th dsird bas voltag, which in turn sts th mittr voltag and th mittr and collctor currnts. W don t want much currnt flowing through th bas, so w should choos larg rsistors ( 100 kω rang); picking R 1 = 120 kω and R 2 =150 kω dos th job wll nough. Now w can draw th full currnt sourc circuit. +10V 1mA R1 Rload R2 5kΩ
10 2.2 Currnt sourc 10 This is a prfctly rasonabl 1 ma currnt sourc, taking as much powr as rquird from th 10 V sourc to maintain 1 ma (or until w rach th supply s or transistor s limits... rmmbr w cannot drop mor than 10 V across th load rsistor and kp th collctor abov 0 V) Variant: automatic night light Our nxt circuit is an automatic night light. W want an LED to light up whnvr th ambint light lvl is too low. A photorsistor will hlp, it has a rsistanc in th dark of 50 kω, and only a fw kω undr bright illumination. In gnral, its rsistanc follows a powr-law dpndnc as a function of th incidnt light intnsity, but th main point is that it has a low rsistanc whn in bright light, and a vry high rsistanc in th dark. Th ida, thn, is that w can us our prvious currnt sourc sklton circuit to powr th LED, but us a currnt through th photorsistor to st th bas voltag - high rsistanc (dark) givs a high bas voltag, opning th collctor-mittr connction and lighting th bulb, low rsistanc (light) givs a nar-zro bas voltag, closing th collctor-mittr connction and turning off th LED. Th circuit blow accomplishs this, a sort of hybrid of our transistor switch and currnt sourc circuits. 100kΩ photo R b c +Vin LED 2N Ω -Vin -Vin Bfor calculating anything, lt s think qualitativly about this circuit. Th 100 kω and photorsistor mak a voltag dividr from th supply. If th photorsistor is lit, it has a low rsistanc, and th 100 kω ats up most of th supply voltag. That mans th voltag at th bas is low, th bas currnt is tiny, and so ar th mittr and collctor currnts. Th collctor-mittr channl is closd, and th LED is dark. If th photorsistor is dark, it has a rsistanc comparabl to th 100 kω, so it will tak a significant fraction of th supply voltag. That mans th bas has a significant voltag on it, producing a larg mittr and collctor currnt, and th LED lights. Th collctor-mittr channl is opnd by putting a voltag on th bas, which w achivd by darkning th photorsistor with a currnt running through it. Stting th valu of th rsistor at
11 2.2 Currnt sourc kω sts th illumination thrshold for turning on th LED, so on might b vn mor clvr by making it adjustabl ovr som rang. How about som spcifics? In this cas, w prsum th voltag input V in is about 3.5 V, roughly 2 C cll battris in sris. W want th bas to b nar zro voltag whn th photorsistor is dark, so w mak it a part of a voltag dividr for th bas. Th 100 kω rsistor is chosn to match th photorsistor s dark rsistanc; if it is a bit lowr, th light turns on whn it is vn darkr, if it is a bit smallr, th light turns on at a bit highr illumination thrshold. Why? Whn th photorsistor is in modrat darknss, its rsistanc is 50 kω, so it taks a proportion 50/(50+100)=0.33 of th supply voltag and th 100 kω rsistor th othr That maks th bas voltag about 1.16 V, and thus th mittr voltag only about 1 V. That mans w hav 1 V across th 200 Ω mittr rsistor, so th mittr and collctor currnts ar I I c 5 ma, plnty to light up th LED. Onc th photorsistor is illuminatd, its rsistanc is only a fw kω, lt s say 2 kω for th sak of argumnt. That mans th voltag drop on th photorsistor, th bas voltag, is only 2/(2+100) 0.02 of th supply voltag, or about 0.07 V. That mans ssntially no bas currnt, so no mittr or collctor currnt, and th LED dosn t light. Evn mor to th point, w v saturatd th transistor again - th mittr should b 0.6 V lowr than th 0.07 V bas voltag, but it can t b - that would violat our rul that V b V 0.6, and anyway th mittr is fixd at ground and can t go ngativ. Th mittr will stay at ground (V = 0), and it mans th bas is insufficintly biasd, so th collctor-mittr channl rmains closd, and th LED stays dark.
Voltage, Current, Power, Series Resistance, Parallel Resistance, and Diodes
Lctur 1. oltag, Currnt, Powr, Sris sistanc, Paralll sistanc, and Diods Whn you start to dal with lctronics thr ar thr main concpts to start with: Nam Symbol Unit oltag volt Currnt ampr Powr W watt oltag
More informationExam 1. It is important that you clearly show your work and mark the final answer clearly, closed book, closed notes, no calculator.
Exam N a m : _ S O L U T I O N P U I D : I n s t r u c t i o n s : It is important that you clarly show your work and mark th final answr clarly, closd book, closd nots, no calculator. T i m : h o u r
More informationThe pn junction: 2 Current vs Voltage (IV) characteristics
Th pn junction: Currnt vs Voltag (V) charactristics Considr a pn junction in quilibrium with no applid xtrnal voltag: o th V E F E F V p-typ Dpltion rgion n-typ Elctron movmnt across th junction: 1. n
More informationThe van der Waals interaction 1 D. E. Soper 2 University of Oregon 20 April 2012
Th van dr Waals intraction D. E. Sopr 2 Univrsity of Orgon 20 pril 202 Th van dr Waals intraction is discussd in Chaptr 5 of J. J. Sakurai, Modrn Quantum Mchanics. Hr I tak a look at it in a littl mor
More informationDesign Guidelines for Quartz Crystal Oscillators. R 1 Motional Resistance L 1 Motional Inductance C 1 Motional Capacitance C 0 Shunt Capacitance
TECHNICAL NTE 30 Dsign Guidlins for Quartz Crystal scillators Introduction A CMS Pirc oscillator circuit is wll known and is widly usd for its xcllnt frquncy stability and th wid rang of frquncis ovr which
More informationHigher order derivatives
Robrto s Nots on Diffrntial Calculus Chaptr 4: Basic diffrntiation ruls Sction 7 Highr ordr drivativs What you nd to know alrady: Basic diffrntiation ruls. What you can larn hr: How to rpat th procss of
More informationorbiting electron turns out to be wrong even though it Unfortunately, the classical visualization of the
Lctur 22-1 Byond Bohr Modl Unfortunatly, th classical visualization of th orbiting lctron turns out to b wrong vn though it still givs us a simpl way to think of th atom. Quantum Mchanics is ndd to truly
More informationBrief Introduction to Statistical Mechanics
Brif Introduction to Statistical Mchanics. Purpos: Ths nots ar intndd to provid a vry quick introduction to Statistical Mchanics. Th fild is of cours far mor vast than could b containd in ths fw pags.
More informationAddition of angular momentum
Addition of angular momntum April, 07 Oftn w nd to combin diffrnt sourcs of angular momntum to charactriz th total angular momntum of a systm, or to divid th total angular momntum into parts to valuat
More informationFourier Transforms and the Wave Equation. Key Mathematics: More Fourier transform theory, especially as applied to solving the wave equation.
Lur 7 Fourir Transforms and th Wav Euation Ovrviw and Motivation: W first discuss a fw faturs of th Fourir transform (FT), and thn w solv th initial-valu problm for th wav uation using th Fourir transform
More informationLast time. Resistors. Circuits. Question. Quick Quiz. Quick Quiz. ( V c. Which bulb is brighter? A. A B. B. C. Both the same
Last tim Bgin circuits Rsistors Circuits Today Rsistor circuits Start rsistor-capacitor circuits Physical layout Schmatic layout Tu. Oct. 13, 2009 Physics 208 Lctur 12 1 Tu. Oct. 13, 2009 Physics 208 Lctur
More informationFirst derivative analysis
Robrto s Nots on Dirntial Calculus Chaptr 8: Graphical analysis Sction First drivativ analysis What you nd to know alrady: How to us drivativs to idntiy th critical valus o a unction and its trm points
More informationGeneral Notes About 2007 AP Physics Scoring Guidelines
AP PHYSICS C: ELECTRICITY AND MAGNETISM 2007 SCORING GUIDELINES Gnral Nots About 2007 AP Physics Scoring Guidlins 1. Th solutions contain th most common mthod of solving th fr-rspons qustions and th allocation
More informationPrinciples of Humidity Dalton s law
Principls of Humidity Dalton s law Air is a mixtur of diffrnt gass. Th main gas componnts ar: Gas componnt volum [%] wight [%] Nitrogn N 2 78,03 75,47 Oxygn O 2 20,99 23,20 Argon Ar 0,93 1,28 Carbon dioxid
More informationExam 2 Thursday (7:30-9pm) It will cover material through HW 7, but no material that was on the 1 st exam.
Exam 2 Thursday (7:30-9pm) It will covr matrial through HW 7, but no matrial that was on th 1 st xam. What happns if w bash atoms with lctrons? In atomic discharg lamps, lots of lctrons ar givn kintic
More informationElectronic Circuits. BJT Amplifiers. Manar Mohaisen Office: F208 Department of EECE
Elctronic Circuits BJT mplifirs Manar Mohaisn Offic: F208 Email: manar.subhi@kut.ac.kr Dpartmnt of EECE viw of th Prcdnt Lctur Explain th DC Oprating Point Explain th Voltag-dividr Bias Othr Bias Mthods
More informationA Propagating Wave Packet Group Velocity Dispersion
Lctur 8 Phys 375 A Propagating Wav Packt Group Vlocity Disprsion Ovrviw and Motivation: In th last lctur w lookd at a localizd solution t) to th 1D fr-particl Schrödingr quation (SE) that corrsponds to
More informationEngineering 1620: High Frequency Effects in BJT Circuits an Introduction Especially for the Friday before Spring Break
nginring 162: High Frquncy ffcts in BJT Circuits an Inoduction spcially for th Friday bfor Spring Brak I hav prpard ths nots bcaus on th day bfor a major vacation brak som popl find it ncssary to lav arly
More informationMCE503: Modeling and Simulation of Mechatronic Systems Discussion on Bond Graph Sign Conventions for Electrical Systems
MCE503: Modling and Simulation o Mchatronic Systms Discussion on Bond Graph Sign Convntions or Elctrical Systms Hanz ichtr, PhD Clvland Stat Univrsity, Dpt o Mchanical Enginring 1 Basic Assumption In a
More informationWhere k is either given or determined from the data and c is an arbitrary constant.
Exponntial growth and dcay applications W wish to solv an quation that has a drivativ. dy ky k > dx This quation says that th rat of chang of th function is proportional to th function. Th solution is
More informationProbability Translation Guide
Quick Guid to Translation for th inbuilt SWARM Calculator If you s information looking lik this: Us this statmnt or any variant* (not th backticks) And this is what you ll s whn you prss Calculat Th chancs
More informationAddition of angular momentum
Addition of angular momntum April, 0 Oftn w nd to combin diffrnt sourcs of angular momntum to charactriz th total angular momntum of a systm, or to divid th total angular momntum into parts to valuat th
More informationEstimation of apparent fraction defective: A mathematical approach
Availabl onlin at www.plagiarsarchlibrary.com Plagia Rsarch Library Advancs in Applid Scinc Rsarch, 011, (): 84-89 ISSN: 0976-8610 CODEN (USA): AASRFC Estimation of apparnt fraction dfctiv: A mathmatical
More informationLecture 37 (Schrödinger Equation) Physics Spring 2018 Douglas Fields
Lctur 37 (Schrödingr Equation) Physics 6-01 Spring 018 Douglas Filds Rducd Mass OK, so th Bohr modl of th atom givs nrgy lvls: E n 1 k m n 4 But, this has on problm it was dvlopd assuming th acclration
More informationCh. 24 Molecular Reaction Dynamics 1. Collision Theory
Ch. 4 Molcular Raction Dynamics 1. Collision Thory Lctur 16. Diffusion-Controlld Raction 3. Th Matrial Balanc Equation 4. Transition Stat Thory: Th Eyring Equation 5. Transition Stat Thory: Thrmodynamic
More information22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches.
Subjct Chmistry Papr No and Titl Modul No and Titl Modul Tag 8/ Physical Spctroscopy / Brakdown of th Born-Oppnhimr approximation. Slction ruls for rotational-vibrational transitions. P, R branchs. CHE_P8_M
More informationSeebeck and Peltier Effects
Sbck and Pltir Effcts Introduction Thrmal nrgy is usually a byproduct of othr forms of nrgy such as chmical nrgy, mchanical nrgy, and lctrical nrgy. Th procss in which lctrical nrgy is transformd into
More informationu x v x dx u x v x v x u x dx d u x v x u x v x dx u x v x dx Integration by Parts Formula
7. Intgration by Parts Each drivativ formula givs ris to a corrsponding intgral formula, as w v sn many tims. Th drivativ product rul yilds a vry usful intgration tchniqu calld intgration by parts. Starting
More informationECE 2210 / 00 Phasor Examples
EE 0 / 00 Phasor Exampls. Add th sinusoidal voltags v ( t ) 4.5. cos( t 30. and v ( t ) 3.. cos( t 5. v ( t) using phasor notation, draw a phasor diagram of th thr phasors, thn convrt back to tim domain
More informationPart 7: Capacitance And Capacitors
Part 7: apacitanc And apacitors 7. Elctric harg And Elctric Filds onsidr a pair of flat, conducting plats, arrangd paralll to ach othr (as in figur 7.) and sparatd by an insulator, which may simply b air.
More informationTitle: Vibrational structure of electronic transition
Titl: Vibrational structur of lctronic transition Pag- Th band spctrum sn in th Ultra-Violt (UV) and visibl (VIS) rgions of th lctromagntic spctrum can not intrprtd as vibrational and rotational spctrum
More informationHydrogen Atom and One Electron Ions
Hydrogn Atom and On Elctron Ions Th Schrödingr quation for this two-body problm starts out th sam as th gnral two-body Schrödingr quation. First w sparat out th motion of th cntr of mass. Th intrnal potntial
More informationEEO 401 Digital Signal Processing Prof. Mark Fowler
EEO 401 Digital Signal Procssing Prof. Mark Fowlr Dtails of th ot St #19 Rading Assignmnt: Sct. 7.1.2, 7.1.3, & 7.2 of Proakis & Manolakis Dfinition of th So Givn signal data points x[n] for n = 0,, -1
More informationCoupled Pendulums. Two normal modes.
Tim Dpndnt Two Stat Problm Coupld Pndulums Wak spring Two normal mods. No friction. No air rsistanc. Prfct Spring Start Swinging Som tim latr - swings with full amplitud. stationary M +n L M +m Elctron
More informationDifferential Equations
Prfac Hr ar m onlin nots for m diffrntial quations cours that I tach hr at Lamar Univrsit. Dspit th fact that ths ar m class nots, th should b accssibl to anon wanting to larn how to solv diffrntial quations
More information15. Stress-Strain behavior of soils
15. Strss-Strain bhavior of soils Sand bhavior Usually shard undr draind conditions (rlativly high prmability mans xcss por prssurs ar not gnratd). Paramtrs govrning sand bhaviour is: Rlativ dnsity Effctiv
More informationSeptember 23, Honors Chem Atomic structure.notebook. Atomic Structure
Atomic Structur Topics covrd Atomic structur Subatomic particls Atomic numbr Mass numbr Charg Cations Anions Isotops Avrag atomic mass Practic qustions atomic structur Sp 27 8:16 PM 1 Powr Standards/ Larning
More information1 Minimum Cut Problem
CS 6 Lctur 6 Min Cut and argr s Algorithm Scribs: Png Hui How (05), Virginia Dat: May 4, 06 Minimum Cut Problm Today, w introduc th minimum cut problm. This problm has many motivations, on of which coms
More informationEEO 401 Digital Signal Processing Prof. Mark Fowler
EEO 401 Digital Signal Procssing Prof. Mark Fowlr ot St #18 Introduction to DFT (via th DTFT) Rading Assignmnt: Sct. 7.1 of Proakis & Manolakis 1/24 Discrt Fourir Transform (DFT) W v sn that th DTFT is
More informationChapter 8: Electron Configurations and Periodicity
Elctron Spin & th Pauli Exclusion Principl Chaptr 8: Elctron Configurations and Priodicity 3 quantum numbrs (n, l, ml) dfin th nrgy, siz, shap, and spatial orintation of ach atomic orbital. To xplain how
More informationThat is, we start with a general matrix: And end with a simpler matrix:
DIAGON ALIZATION OF THE STR ESS TEN SOR INTRO DUCTIO N By th us of Cauchy s thorm w ar abl to rduc th numbr of strss componnts in th strss tnsor to only nin valus. An additional simplification of th strss
More informationWhat are those βs anyway? Understanding Design Matrix & Odds ratios
Ral paramtr stimat WILD 750 - Wildlif Population Analysis of 6 What ar thos βs anyway? Undrsting Dsign Matrix & Odds ratios Rfrncs Hosmr D.W.. Lmshow. 000. Applid logistic rgrssion. John Wily & ons Inc.
More informationThe Matrix Exponential
Th Matrix Exponntial (with xrciss) by Dan Klain Vrsion 28928 Corrctions and commnts ar wlcom Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix () A A k I + A + k!
More informationThe Matrix Exponential
Th Matrix Exponntial (with xrciss) by D. Klain Vrsion 207.0.05 Corrctions and commnts ar wlcom. Th Matrix Exponntial For ach n n complx matrix A, dfin th xponntial of A to b th matrix A A k I + A + k!
More informationph People Grade Level: basic Duration: minutes Setting: classroom or field site
ph Popl Adaptd from: Whr Ar th Frogs? in Projct WET: Curriculum & Activity Guid. Bozman: Th Watrcours and th Council for Environmntal Education, 1995. ph Grad Lvl: basic Duration: 10 15 minuts Stting:
More informationIntroduction to Arithmetic Geometry Fall 2013 Lecture #20 11/14/2013
18.782 Introduction to Arithmtic Gomtry Fall 2013 Lctur #20 11/14/2013 20.1 Dgr thorm for morphisms of curvs Lt us rstat th thorm givn at th nd of th last lctur, which w will now prov. Thorm 20.1. Lt φ:
More informationBrief Notes on the Fermi-Dirac and Bose-Einstein Distributions, Bose-Einstein Condensates and Degenerate Fermi Gases Last Update: 28 th December 2008
Brif ots on th Frmi-Dirac and Bos-Einstin Distributions, Bos-Einstin Condnsats and Dgnrat Frmi Gass Last Updat: 8 th Dcmbr 8 (A)Basics of Statistical Thrmodynamics Th Gibbs Factor A systm is assumd to
More informationECE 344 Microwave Fundamentals
ECE 44 Microwav Fundamntals Lctur 08: Powr Dividrs and Couplrs Part Prpard By Dr. hrif Hkal 4/0/08 Microwav Dvics 4/0/08 Microwav Dvics 4/0/08 Powr Dividrs and Couplrs Powr dividrs, combinrs and dirctional
More information2. Laser physics - basics
. Lasr physics - basics Spontanous and stimulatd procsss Einstin A and B cofficints Rat quation analysis Gain saturation What is a lasr? LASER: Light Amplification by Stimulatd Emission of Radiation "light"
More information1.2 Faraday s law A changing magnetic field induces an electric field. Their relation is given by:
Elctromagntic Induction. Lorntz forc on moving charg Point charg moving at vlocity v, F qv B () For a sction of lctric currnt I in a thin wir dl is Idl, th forc is df Idl B () Elctromotiv forc f s any
More informationEECE 301 Signals & Systems Prof. Mark Fowler
EECE 301 Signals & Systms Prof. Mark Fowlr ot St #21 D-T Signals: Rlation btwn DFT, DTFT, & CTFT 1/16 W can us th DFT to implmnt numrical FT procssing This nabls us to numrically analyz a signal to find
More informationPartial Derivatives: Suppose that z = f(x, y) is a function of two variables.
Chaptr Functions o Two Variabls Applid Calculus 61 Sction : Calculus o Functions o Two Variabls Now that ou hav som amiliarit with unctions o two variabls it s tim to start appling calculus to hlp us solv
More informationSundials and Linear Algebra
Sundials and Linar Algbra M. Scot Swan July 2, 25 Most txts on crating sundials ar dirctd towards thos who ar solly intrstd in making and using sundials and usually assums minimal mathmatical background.
More informationChemical Physics II. More Stat. Thermo Kinetics Protein Folding...
Chmical Physics II Mor Stat. Thrmo Kintics Protin Folding... http://www.nmc.ctc.com/imags/projct/proj15thumb.jpg http://nuclarwaponarchiv.org/usa/tsts/ukgrabl2.jpg http://www.photolib.noaa.gov/corps/imags/big/corp1417.jpg
More informationREGISTER!!! The Farmer and the Seeds (a parable of scientific reasoning) Class Updates. The Farmer and the Seeds. The Farmer and the Seeds
How dos light intract with mattr? And what dos (this say about) mattr? REGISTER!!! If Schrödingr s Cat walks into a forst, and no on is around to obsrv it, is h rally in th forst? sourc unknown Phys 1010
More informationMEASURING HEAT FLUX FROM A COMPONENT ON A PCB
MEASURING HEAT FLUX FROM A COMPONENT ON A PCB INTRODUCTION Elctronic circuit boards consist of componnts which gnrats substantial amounts of hat during thir opration. A clar knowldg of th lvl of hat dissipation
More informationPipe flow friction, small vs. big pipes
Friction actor (t/0 t o pip) Friction small vs larg pips J. Chaurtt May 016 It is an intrsting act that riction is highr in small pips than largr pips or th sam vlocity o low and th sam lngth. Friction
More informationUNTYPED LAMBDA CALCULUS (II)
1 UNTYPED LAMBDA CALCULUS (II) RECALL: CALL-BY-VALUE O.S. Basic rul Sarch ruls: (\x.) v [v/x] 1 1 1 1 v v CALL-BY-VALUE EVALUATION EXAMPLE (\x. x x) (\y. y) x x [\y. y / x] = (\y. y) (\y. y) y [\y. y /
More informationAlpha and beta decay equation practice
Alpha and bta dcay quation practic Introduction Alpha and bta particls may b rprsntd in quations in svral diffrnt ways. Diffrnt xam boards hav thir own prfrnc. For xampl: Alpha Bta α β alpha bta Dspit
More informationPHA 5127 Answers Homework 2 Fall 2001
PH 5127 nswrs Homwork 2 Fall 2001 OK, bfor you rad th answrs, many of you spnt a lot of tim on this homwork. Plas, nxt tim if you hav qustions plas com talk/ask us. Thr is no nd to suffr (wll a littl suffring
More information10. Limits involving infinity
. Limits involving infinity It is known from th it ruls for fundamntal arithmtic oprations (+,-,, ) that if two functions hav finit its at a (finit or infinit) point, that is, thy ar convrgnt, th it of
More informationQuasi-Classical States of the Simple Harmonic Oscillator
Quasi-Classical Stats of th Simpl Harmonic Oscillator (Draft Vrsion) Introduction: Why Look for Eignstats of th Annihilation Oprator? Excpt for th ground stat, th corrspondnc btwn th quantum nrgy ignstats
More information4. Money cannot be neutral in the short-run the neutrality of money is exclusively a medium run phenomenon.
PART I TRUE/FALSE/UNCERTAIN (5 points ach) 1. Lik xpansionary montary policy, xpansionary fiscal policy rturns output in th mdium run to its natural lvl, and incrass prics. Thrfor, fiscal policy is also
More informationSearching Linked Lists. Perfect Skip List. Building a Skip List. Skip List Analysis (1) Assume the list is sorted, but is stored in a linked list.
3 3 4 8 6 3 3 4 8 6 3 3 4 8 6 () (d) 3 Sarching Linkd Lists Sarching Linkd Lists Sarching Linkd Lists ssum th list is sortd, but is stord in a linkd list. an w us binary sarch? omparisons? Work? What if
More informationElements of Statistical Thermodynamics
24 Elmnts of Statistical Thrmodynamics Statistical thrmodynamics is a branch of knowldg that has its own postulats and tchniqus. W do not attmpt to giv hr vn an introduction to th fild. In this chaptr,
More informationCOMPUTER GENERATED HOLOGRAMS Optical Sciences 627 W.J. Dallas (Monday, April 04, 2005, 8:35 AM) PART I: CHAPTER TWO COMB MATH.
C:\Dallas\0_Courss\03A_OpSci_67\0 Cgh_Book\0_athmaticalPrliminaris\0_0 Combath.doc of 8 COPUTER GENERATED HOLOGRAS Optical Scincs 67 W.J. Dallas (onday, April 04, 005, 8:35 A) PART I: CHAPTER TWO COB ATH
More informationsurface of a dielectric-metal interface. It is commonly used today for discovering the ways in
Surfac plasmon rsonanc is snsitiv mchanism for obsrving slight changs nar th surfac of a dilctric-mtal intrfac. It is commonl usd toda for discovring th was in which protins intract with thir nvironmnt,
More informationProblem Set 6 Solutions
6.04/18.06J Mathmatics for Computr Scinc March 15, 005 Srini Dvadas and Eric Lhman Problm St 6 Solutions Du: Monday, March 8 at 9 PM in Room 3-044 Problm 1. Sammy th Shark is a financial srvic providr
More informationDefinition1: The ratio of the radiation intensity in a given direction from the antenna to the radiation intensity averaged over all directions.
Dirctivity or Dirctiv Gain. 1 Dfinition1: Dirctivity Th ratio of th radiation intnsity in a givn dirction from th antnna to th radiation intnsity avragd ovr all dirctions. Dfinition2: Th avg U is obtaind
More informationGradebook & Midterm & Office Hours
Your commnts So what do w do whn on of th r's is 0 in th quation GmM(1/r-1/r)? Do w nd to driv all of ths potntial nrgy formulas? I don't undrstand springs This was th first lctur I actually larnd somthing
More informationMath 34A. Final Review
Math A Final Rviw 1) Us th graph of y10 to find approimat valus: a) 50 0. b) y (0.65) solution for part a) first writ an quation: 50 0. now tak th logarithm of both sids: log() log(50 0. ) pand th right
More informationCOHORT MBA. Exponential function. MATH review (part2) by Lucian Mitroiu. The LOG and EXP functions. Properties: e e. lim.
MTH rviw part b Lucian Mitroiu Th LOG and EXP functions Th ponntial function p : R, dfind as Proprtis: lim > lim p Eponntial function Y 8 6 - -8-6 - - X Th natural logarithm function ln in US- log: function
More informationOn the Hamiltonian of a Multi-Electron Atom
On th Hamiltonian of a Multi-Elctron Atom Austn Gronr Drxl Univrsity Philadlphia, PA Octobr 29, 2010 1 Introduction In this papr, w will xhibit th procss of achiving th Hamiltonian for an lctron gas. Making
More informationComputing and Communications -- Network Coding
89 90 98 00 Computing and Communications -- Ntwork Coding Dr. Zhiyong Chn Institut of Wirlss Communications Tchnology Shanghai Jiao Tong Univrsity China Lctur 5- Nov. 05 0 Classical Information Thory Sourc
More informationcycle that does not cross any edges (including its own), then it has at least
W prov th following thorm: Thorm If a K n is drawn in th plan in such a way that it has a hamiltonian cycl that dos not cross any dgs (including its own, thn it has at last n ( 4 48 π + O(n crossings Th
More informationTRANSISTOR AND DIODE STUDIES. Prof. H. J. Zimmermann Prof. S. J. Mason C. R. Hurtig Prof. R. B. Adler Dr. W. D. Jackson R. E.
XI. TANSISTO AND DIODE STUDIES Prof. H. J. Zimmrmann Prof. S. J. Mason C.. Hurti Prof.. B. Adlr Dr. W. D. Jackson. E. Nlson A. DESIGN OF TANSFOMEESS TANSISTO AUDIO AMPIFIES Considrabl ffort by many oranizations
More informationElectrochemical Energy Systems Spring 2014 MIT, M. Z. Bazant. Midterm Exam
10.66 Elctrochmical Enrgy Systms Spring 014 MIT, M. Z. Bazant Midtrm Exam Instructions. This is a tak-hom, opn-book xam du in Lctur. Lat xams will not b accptd. You may consult any books, handouts, or
More informationCS 361 Meeting 12 10/3/18
CS 36 Mting 2 /3/8 Announcmnts. Homwork 4 is du Friday. If Friday is Mountain Day, homwork should b turnd in at my offic or th dpartmnt offic bfor 4. 2. Homwork 5 will b availabl ovr th wknd. 3. Our midtrm
More informationAnswer Homework 5 PHA5127 Fall 1999 Jeff Stark
Answr omwork 5 PA527 Fall 999 Jff Stark A patint is bing tratd with Drug X in a clinical stting. Upon admiion, an IV bolus dos of 000mg was givn which yildd an initial concntration of 5.56 µg/ml. A fw
More informationDerivation of Electron-Electron Interaction Terms in the Multi-Electron Hamiltonian
Drivation of Elctron-Elctron Intraction Trms in th Multi-Elctron Hamiltonian Erica Smith Octobr 1, 010 1 Introduction Th Hamiltonian for a multi-lctron atom with n lctrons is drivd by Itoh (1965) by accounting
More informationMATH 319, WEEK 15: The Fundamental Matrix, Non-Homogeneous Systems of Differential Equations
MATH 39, WEEK 5: Th Fundamntal Matrix, Non-Homognous Systms of Diffrntial Equations Fundamntal Matrics Considr th problm of dtrmining th particular solution for an nsmbl of initial conditions For instanc,
More informationLecture #15. Bipolar Junction Transistors (BJTs)
ctur #5 OUTN Th iolar Junction Transistor Fundamntals dal Transistor Analysis Rading: hatr 0,. 30 ctur 5, Slid iolar Junction Transistors (JTs Ovr th ast 3 ads, th highr layout dnsity and low-owr advantag
More informationAtomic energy levels. Announcements:
Atomic nrgy lvls Announcmnts: Exam solutions ar postd. Problm solving sssions ar M3-5 and Tusday 1-3 in G-140. Will nd arly and hand back your Midtrm Exam at nd of class. http://www.colorado.du/physics/phys2170/
More informationElectrochemistry L E O
Rmmbr from CHM151 A rdox raction in on in which lctrons ar transfrrd lctrochmistry L O Rduction os lctrons xidation G R ain lctrons duction W can dtrmin which lmnt is oxidizd or rducd by assigning oxidation
More informationPreliminary Fundamentals
1.0 Introduction Prliminary Fundamntals In all of our prvious work, w assumd a vry simpl modl of th lctromagntic torqu T (or powr) that is rquird in th swing quation to obtain th acclrating torqu. This
More informationPair (and Triplet) Production Effect:
Pair (and riplt Production Effct: In both Pair and riplt production, a positron (anti-lctron and an lctron (or ngatron ar producd spontanously as a photon intracts with a strong lctric fild from ithr a
More informationNARAYANA I I T / P M T A C A D E M Y. C o m m o n P r a c t i c e T e s t 1 6 XII STD BATCHES [CF] Date: PHYSIS HEMISTRY MTHEMTIS
. (D). (A). (D). (D) 5. (B) 6. (A) 7. (A) 8. (A) 9. (B). (A). (D). (B). (B). (C) 5. (D) NARAYANA I I T / P M T A C A D E M Y C o m m o n P r a c t i c T s t 6 XII STD BATCHES [CF] Dat: 8.8.6 ANSWER PHYSIS
More informationHigh Energy Physics. Lecture 5 The Passage of Particles through Matter
High Enrgy Physics Lctur 5 Th Passag of Particls through Mattr 1 Introduction In prvious lcturs w hav sn xampls of tracks lft by chargd particls in passing through mattr. Such tracks provid som of th most
More informationClassical Magnetic Dipole
Lctur 18 1 Classical Magntic Dipol In gnral, a particl of mass m and charg q (not ncssarily a point charg), w hav q g L m whr g is calld th gyromagntic ratio, which accounts for th ffcts of non-point charg
More informationLecture 28 Title: Diatomic Molecule : Vibrational and Rotational spectra
Lctur 8 Titl: Diatomic Molcul : Vibrational and otational spctra Pag- In this lctur w will undrstand th molcular vibrational and rotational spctra of diatomic molcul W will start with th Hamiltonian for
More informationA. Limits and Horizontal Asymptotes ( ) f x f x. f x. x "±# ( ).
A. Limits and Horizontal Asymptots What you ar finding: You can b askd to find lim x "a H.A.) problm is asking you find lim x "# and lim x "$#. or lim x "±#. Typically, a horizontal asymptot algbraically,
More informationChapter 13 Aggregate Supply
Chaptr 13 Aggrgat Supply 0 1 Larning Objctivs thr modls of aggrgat supply in which output dpnds positivly on th pric lvl in th short run th short-run tradoff btwn inflation and unmploymnt known as th Phillips
More informationDifferentiation of Exponential Functions
Calculus Modul C Diffrntiation of Eponntial Functions Copyright This publication Th Northrn Albrta Institut of Tchnology 007. All Rights Rsrvd. LAST REVISED March, 009 Introduction to Diffrntiation of
More informationElectromagnetism Physics 15b
lctromagntism Physics 15b Lctur #8 lctric Currnts Purcll 4.1 4.3 Today s Goals Dfin lctric currnt I Rat of lctric charg flow Also dfin lctric currnt dnsity J Charg consrvation in a formula Ohm s Law vryon
More informationExtraction of Doping Density Distributions from C-V Curves
Extraction of Doping Dnsity Distributions from C-V Curvs Hartmut F.-W. Sadrozinski SCIPP, Univ. California Santa Cruz, Santa Cruz, CA 9564 USA 1. Connction btwn C, N, V Start with Poisson quation d V =
More informationThere is an arbitrary overall complex phase that could be added to A, but since this makes no difference we set it to zero and choose A real.
Midtrm #, Physics 37A, Spring 07. Writ your rsponss blow or on xtra pags. Show your work, and tak car to xplain what you ar doing; partial crdit will b givn for incomplt answrs that dmonstrat som concptual
More informationA central nucleus. Protons have a positive charge Electrons have a negative charge
Atomic Structur Lss than ninty yars ago scintists blivd that atoms wr tiny solid sphrs lik minut snookr balls. Sinc thn it has bn discovrd that atoms ar not compltly solid but hav innr and outr parts.
More informationFirst order differential equation Linear equation; Method of integrating factors
First orr iffrntial quation Linar quation; Mtho of intgrating factors Exampl 1: Rwrit th lft han si as th rivativ of th prouct of y an som function by prouct rul irctly. Solving th first orr iffrntial
More information5.80 Small-Molecule Spectroscopy and Dynamics
MIT OpnCoursWar http://ocw.mit.du 5.80 Small-Molcul Spctroscopy and Dynamics Fall 008 For information about citing ths matrials or our Trms of Us, visit: http://ocw.mit.du/trms. Lctur # 3 Supplmnt Contnts
More informationEXST Regression Techniques Page 1
EXST704 - Rgrssion Tchniqus Pag 1 Masurmnt rrors in X W hav assumd that all variation is in Y. Masurmnt rror in this variabl will not ffct th rsults, as long as thy ar uncorrlatd and unbiasd, sinc thy
More information