Network Analyzer Error Models and Calibration Methods

Size: px
Start display at page:

Download "Network Analyzer Error Models and Calibration Methods"

Transcription

1 Ntwork Anlyzr Error Modls nd Clirtion Mthods y Doug Rytting Pg This ppr is n ovrviw of rror modls nd clirtion mthods for vctor ntwork nlyzrs.

2 Prsnttion Outlin Ntwork Anlyzr Block Digrm nd Error Modl ystm Error Modl for Error-Corrction On-Port Error Modl nd Clirtion Two-Port Error Modls nd Clirtion 2-Trm Mthod 8-Trm Mthod 6-Trm Mthod Pg 2 A systm rror modl will drivd from gnric ntwork nlyzr lock digrm. This rror modl will thn simplifid to th stndrd on-port nd 2-trm two-port modls usd th pst yrs. Nwr 8-trm nd 6-trm modls will thn introducd nd th modrn clirtion pprochs dscrid. 2

3 Ntwork Anlyzr Block Digrm nd Error Modl Pg First th lock digrm for ntwork nlyzr is dscrid nd th hrdwr flow grph is dfind.

4 Ntwork Anlyzr Block Digrm RF ourc IF IF LO ourc IF IF Port - Port - 2 Cl DUT 2 Cl 2 Pg 4 This is gnric lock digrm of 4 chnnl ntwork nlyzr. Th sourc cn switchd to xcit port- or port-2 of th dvic undr tst (DUT). Th switch lso provids Z trmintion for th output port in ch dirction. Dirctionl couplrs r usd to sprt th incidnt, rflctd nd trnsmittd wvs in oth th forwrd nd rvrs dirction. Mixrs r usd to down convrt th RF signls to fixd low frquncy IF. Th LO sourc is tund to th frquncy of th RF + IF. Th s-prmtrs of th DUT cn dfind s follows: /, switch in forwrd dirction 2 2 /, switch in forwrd dirction 2 / 2, switch in rvrs dirction 22 2 / 2, switch in rvrs dirction 4

5 Forwrd Dirction Block Digrm Port - Port - 2 DUT 2 RF ourc LO 2 LO Dt Dt Dt IF IF A/D A/D A/D Pg 5 This lock digrm shows th msurmnt systm switchd to th forwrd dirction. Ech of th IF signls r dtctd nd digitizd nd th rl nd imginry trms r msurd. From this dt th mgnitud nd phs cn clcultd. In most modrn ntwork nlyzrs th A/D digitizs dirctly t th IF nd th dtction is don in th digitl domin. Th rsultnt digitizd vrsions of th DUT wvs (,, nd ) r scld vrsion of th ctul wvs t th DUT (,, nd 2 ). 5

6 Error Modl for Forwrd Dirction L - Port - Cl & Connctor DUT 2 Cl & Connctor Port - 2 L C L C M M M C M C 2 22 M C M C M 2 L - L C 2 L C L - L - L - L - 2 L 2- N L N L N L L - +A +N H IF +A +N H +A +N H IF Brnchs With No Ll Pg 6 From th lock digrm flowgrph cn dvlopd showing ll th possil signl pths. Ths pths not only includ th min dsird signls ut th loss, mtch rrors, nd lkg rrors, of th ntwork nlyzr long with th cls, connctors, or pros tht connct to to DUT. Also includd in this modl r th IF, A/D nd dtctor non linritis nd th systm nois. 6

7 Error Modl Dfinitions Incidnt ignl t Port- Rflctd ignl t Port- 2 Incidnt ignl t Port-2 2 Trnsmittd signl t Port-2 ourc Port Msurd Incidnt Port Msurd Rflctd Port Msurd Trnsmittd Port L - Loss from ourc to Port- L - Loss from Port- to ourc L - Loss from ourc to L - Loss from ourc to (Dirctivity) L - Loss from Port- to (Dirctivity) L - Loss from Port- to L 2- Loss from Port-2 to L - Loss from to (Lkg) L C Loss of Cls Rfl Cof of DUT t Port- 2 Forwrd Trns Cof of DUT 2 Rvrs Trns Cof of DUT 22 Rfl Cof of DUT t Port-2 M Mtch t Port- M 2 Mtch t Port-2 M Mtch of ourc M C Mtch of Cls N L Low Lvl Nois t N L Low Lvl Nois t N L Low Lvl Nois t N H High Lvl Nois t N H High Lvl Nois t N H High Lvl Nois t A Dynmic Accurcy t (Linrity) A Dynmic Accurcy t (Linrity) A Dynmic Accurcy t (Linrity) Pg 7 Th ov tl givs th dscription of ch of th rnchs nd th ky nods for th flow grph. This provids vry complt modl for th ntwork nlyzr. Howvr it is possil to rduc th flow grph without ny loss in ccurcy. This rducd flow grph is much sir to nlyz nd will discussd nxt. 7

8 ystm Error Modl for Error-Corrction Pg 8 Th simplifid systm rror modl is dscrid. This systm modl will usd to dvlop th rror corrction procdur. 8

9 ystm Error Modl for Forwrd Dirction Port - DUT 2 Port Brnchs With No Ll Dirctivity L L Lkg L Rflction Trcking L L L L L L 2 ( L ) Trnsmission Trcking 2 L L L 2 Port- Mtch M L L 2 L Port-2 Mtch M 22 2 Thr r lso Errors cusd y th Convrtr, IF, Cls nd Connctors Thr r lso ix Trms in th Rvrs Dirction Pg 9 Th rsultnt systm rror modl is th forwrd portion of th wll known 2-trm rror mod. Ech of th rnchs hv n ccurt rltionship to th originl hrdwr orintd flow grph prsntd rlir. Th 6 forwrd trms dscrid ov show simplifid st of qutions rlting th two flow grphs. Th dirctivity rror is cusd primrily y th couplr lkg or couplr dirctivity. This rror is lso incrsd y cl nd connctor mtch rrors twn th msurmnt couplr nd th DUT. Th rflction nd trnsmission trcking is cusd y rflctomtr nd mixr trcking s wll s cl lngth imlnc twn th msurd ports. Th mtch rror is th mthmticl rtiod port mtch rror tht is not ncssrily th rw port mtch. Th lkg rror is through th LO pth of th mixrs. It is not th lkg of th switch nd this modl ssums th switch lkg is ngligil. 9

10 Improvmnts with Error-Corrction ERROR REMOVED ERROR REMAINING L - Loss from ourc to Port- L - Loss from Port- to ourc L - Loss from ourc to L - Loss from ourc to (Dirctivity) L - Loss from Port- to (Dirctivity) L - Loss from Port- to L 2- Loss from Port-2 to L - Loss from to (Lkg) L C Loss of Cls M Mtch t Port- M 2 Mtch t Port-2 M Mtch of ourc M C Mtch of Cls N L & N H Nois t N L & N H Nois t N L & N H Nois t A Dynmic Accurcy t (Linrity) A Dynmic Accurcy t (Linrity) A Dynmic Accurcy t (Linrity) Drift ftr Error-Corrction tility ftr Error-Corrction Rptility Errors of Clirtion tndrds Pg A linr clirtion procdur is thn pplid to rmov s mny of th rrors s possil. Th loss nd mtch rrors cn grtly rducd dpnding on th ccurcy of th clirtion stndrds usd. Howvr, th nois nd linrity rrors cn not rducd using simpl linr clirtion procdur. If fct th nois nd linrity rrors incrs smll mount. Onc th ntwork nlyzr is clirtd th drift, stility, nd rptility rrors will dgrd th systm prformnc. This usully mns tht th systm will nd to rclirtd t som intrvl dpnding on th systm usg, nvironmnt nd rquird ccurcy.

11 On-Port Error Modl nd Clirtion Pg Th on-port modl will first dvlopd. This will thn usd to furthr dvlop th two-port modl.

12 On-Port, -Trm Error Modl Prfct Rflctomtr Error Adptr Error Trms DUT Port - DUT Dirctivity Γ Port Mtch ( ) Trcking Pg 2 Th on-port clirtion procdur will now dscrid. Th 2- trm modl dscrid rlir simplifis considrly whn onport dvic is ing msurd. Th modl simplifis to just th trms dscriing th dirctivity, port mtch, nd trcking rrors t ch port. Th rrors cn lumpd into fictitious rror dptr tht modifis th ctul DUT rflction cofficint which is thn msurd y prfct rflctomtr. 2

13 On-Port Clirtion Mthod Msurd Actul Γ M - Γ - Γ Γ Γ M - Γ M - - ( ) For rtio msurmnts thr r rror trms Th qution cn writtn in th linr form + ΓΓ M - Γ Γ M With diffrnt known Γ, msur th rsultnt Γ M This yilds qutions to solv for,, nd + Γ Γ M - Γ Γ M + Γ 2 Γ M2 - Γ 2 Γ M2 + Γ Γ M - Γ Γ M Any indpndnt msurmnts cn usd Pg olving th on-port flow grph yilds ilinr rltionship twn th ctul nd msurd rflction cofficint. Th ctul rflction cofficint is mppd or modifid y th thr rror trms to th msurd rsult. This qution cn invrtd to solv for th ctul rflction cofficint knowing th msurd rsult nd th thr rror trms. Th thr rror trms cn dtrmind y msuring thr known stndrds (such s n opn, short nd lod) tht yild thr simultnous qutions. Ths thr qutions cn thn solvd for th thr rror trms.

14 Two-Port Error Modls nd Clirtion 2-Trm Mthod 8-Trm Mthod 6-Trm Mthod Pg 4 Th clssic 2-trm modl will dvlopd first. Thn th mor rcnt 8-trm nd 6-trm modls will dscrid. 4

15 2-Trm Error Modl Forwrd Prfct Rflctomtr Error Adptr DUT, Rvrs 2 2 Pg 5 Mny of th oldr nd lowr cost ntwork nlyzrs us thr couplrs instd of four. This puts th switch twn th couplrs nd if th switch chrctristics chng s th switch is chngd th rror dptr s rror trms will chng. Evn som four couplr ntwork nlyzrs us this mthod s wll, choosing not to us th fourth couplr. This is th originl tchniqu uss in th 96 s for th first utomtic ntwork nlyzrs. It hs supportd th TOL (through, opn, short, lod) 2 trm modl for mny yrs nd is still widly usd tody. 5

16 2-Trm Error Modl Forwrd Modl Prfct Rflctomtr Forwrd Error Adptr DUT [] 2 6 Error Trms 2 Rvrs Modl Prfct Rflctomtr Rvrs Error Adptr DUT [] Error Trms Pg 6 Th two-port cs cn modld in th sm mnnr s th onport. A fictitious rror dptr is plcd twn th two-port DUT nd th prfct rflctomtr msurmnt ports. This rror dptr contins th 6 rror trms for th forwrd dirction. A similr 6 trm modl is usd in th rvrs dirction. 6

17 2-Trm Error Modl FORWARD MODEL Port - DUT 2 Port ( ) ( 2 ) 22 Dirctivity Port- Mtch Rflction Trcking Trnsmission Trcking Port-2 Mtch Lkg M + ( ) 2M + ( 2 ) Pg 7 olving th forwrd flow grph yilds msurmnts M nd 2M. Ths two qutions contin ll four ctul s-prmtrs of th DUT nd th six forwrd rror trms. 7

18 2-Trm Error Modl REVERE MODEL DUT Port - Port ( 2 2 ) ( 2 ) 22 Dirctivity Port- Mtch Rflction Trcking Trnsmission Trcking Port-2 Mtch Lkg 22M 2M ( 2 2 ) ( 2 ) Pg 8 olving th rvrs flow grph yilds msurmnts 22M nd 2M. Ths two qutions contin ll four ctul s-prmtrs of th DUT nd th six rvrs rror trms. Th forwrd nd rvrs qutions comin to giv four qutions contining th four ctul s-prmtrs of th DUT nd 2 rror trms. If th 2 rror trms r known ths four qutions cn solvd for th ctul s-prmtrs of th DUT. 8

19 2-Trm Clirtion Mthod TEP : Clirt Port- using On-Port procdur olv for,, & ( ), Clcult ( ) from TEP 2: Connct Z trmintions to Ports & 2 Msur 2M givs dirctly TEP : Connct Ports & 2 togthr 22 M - M - 2 ( 2M - )( - 22 ) Us th sm procss for th rvrs modl Pg 9 Th 2 rror trms will now dtrmind. First solv for th 6 trms in th forwrd dirction. Thn th sm procdur cn usd to solv for th 6 rvrs trms. tp on clirts port- of th ntwork nlyzr using th sm procdur usd in th on-port cs. This dtrmins th dirctivity, mtch, nd rflction trcking t port- (,, nd ). tp two msurs th lkg or crosstlk rror ( ) from port- to port-2 dirctly y plcing lods on ch of th ports. tp thr consists of conncting port- nd port-2 togthr. Thn msur th port-2 mtch ( 22 ) dirctly with th clirtd port- rflctomtr. Thn with th ports connctd, msur th trnsmittd signl nd clcult th trnsmission trcking ( 2 ). 9

20 2-Trm Clirtion Mthod M 2 + M D M + D ( ) M 22M 2M 2M M 2 2 2M 2 22 M + D D D ( ) M M 2 M 22M 2M M 2 22 Pg 2 This is th rsult of solving th four simultnous msurd s- prmtr qutions. Not tht ch ctul s-prmtr clcultd rquirs msuring ll four s-prmtrs s wll s knowing th 2 rror trms. Rfr to rfrncs [] nd [2] for mor dtils. 2

21 8-Trm Error Modl X Error Adptr Prfct Rflctomtr DUT Prfct witch Y Error Adptr Error Trms To rmov th ffcts of n imprfct switch, us th procdur dscrid ltr. Pg 2 Th 8-trm modl cn drivd from th 2-trm modl. First ssum tht th crosstlk lkg trm is zro. Or tht it cn dtrmind in sprt clirtion stp. Thn ssum tht th switch is prfct nd dos not chng th port mtch of th ntwork nlyzr s it is switchd from forwrd to rvrs. This ssumption is vlid if thr r 4 msurmnt chnnls tht r ll on th DUT sid of th switch. Thn it is possil to mthmticlly rtio out th switch. This mthmticl pproch will xplind t th nd of this ppr. Th sm rror dptr pproch cn now usd to dscri th 8 rror trms. 2

22 8-Trm Error Modl DUT On of th 8 rror trms cn normlizd to yild 7 rror trms Pg 22 Th flow grph consists of n rror dptr t th input nd output of th DUT. For rtio msurmnts of s-prmtrs, th numr of rror trms is rducd to 7 sinc th rror trms cn normlizd. 22

23 8-Trm Error Modl Using th cscd prmtrs in mtrix form yilds MEAURED T M T X T T Y ACTUAL T T X - T M T Y - T 2 22 T M 2M M 22M M M M 22M 2M 2M T X X T Y 2 Y 22 X Y T M X ( ) T ( ) ATB 2 Y 22 2 Pg 2 Not tht th flow grph is cscd of th input rror ox (X), th DUT, nd th output rror ox (Y). Th msurd rsult of this cscd is most sily clcultd y using th cscd mtrix dfinition (t-prmtrs). This formultion ws usd y Engn nd Hor in thir clssic TRL dvlopmnt for th six-port ntwork nlyzr []. And is th sm pproch usd in th HP 85 ntwork nlyzr. From th lst qution in th slid ov, th 7 rror trms r sily idntifid. Thr r t port- ( X,, nd ) nd t port-2 ( Y, 22, nd ) nd on trnsmission trm ( 2 ). Th clirtion pproch rquir nough clirtion stndrds to llow t lst 7 indpndnt osrvtions of th msurmnt systm. Rfr to rfrnc [4] for mor dtils. 2

24 8-Trm Error Modl Forming th Equtions Diffrntly Yilds: 2 T T2 T T4 2 T T T k X 2 k Y T k 4 k22 k 2 Pg 24 Thr is nothr mthmticl formultion for th 8 trm rror modl. Considr th rror dptr s just on dptr twn th prfct msurmnt systm nd th DUT. Thn modl this rror dptr using th cscd t-prmtrs. This t-prmtr mtrix (T) cn prtitiond into th four su mtrixs T, T 2, T, nd T 4. Th 7 rror trms r now dfind s X, k Y,, k,, k 22, nd k. 24

25 8-Trm Error Modl Msurd -Prmtrs M (T + T 2 )(T + T 4 ) - Actul -Prmtrs (T - M T ) - ( M T 4 - T 2 ) Linr-in-T Form T + T 2 - M T - M T 4 Expnding Yilds: + M - X M (k 22 ) + + M + 2 M - 2 X M (k 22 ) + - 2M k + 2M M (k 22 ) - 2 (k Y ) + 2M + 2 2M + + (k ) M (k 22 ) - 22 (k Y ) - 22M k Pg 25 Using this pproch th msurd s-prmtrs formultion is ilinr mtrix qution. It looks much th sm s th on-port ilinr trnsformtion dscrid rlir. Th qution cn sily invrtd to solv for th ctul s-prmtrs. And most importnt th rltionship cn put in linr form. Expnding this mtrix qution for th two-port cs yilds 4 qutions with 4 msurd s-prmtrs, 4 ctul s-prmtrs, nd 7 rror trms. Not tht ths 4 qutions r linr with rgrds to th 7 rror trms. This pproch is prticulrly ttrctiv for multi-port msurmnt systms. Th mtrix formultion dos not chng t ll s dditionl ports r ddd. Rfr to rfrncs [5] [6] [7] for mor dtils. 25

26 8-Trm Error Modl vn or mor indpndnt known conditions must msurd A known impdnc (Z ) nd port- to port-2 connction r rquird TRL & LRL Thru (T) or Lin (L) with known -prmtrs [4 conditions] Unknown qul Rflct (R) on port- nd port-2 [ condition] Lin (L) with known nd 22 [2 conditions] TRM & LRM Thru (T) or Lin (L) with known -prmtrs [4 conditions] Unknown qul Rflct (R) on port- nd port-2 [ condition] Known Mtch (M) on port- nd port-2 [2 conditions] TXYZ & LXYZ Thru (T) or Lin (L) with known -prmtrs [4 conditions] known Rflcts (XYZ) on port- or port-2 [ conditions] TXYX & LXYX Thru (T) or Lin (L) with known -prmtrs [4 conditions] 2 known Rflcts (XY) on port- [2 conditions] On known Rflct (X) on port-2 [ condition] LRRM Lin (L) with known -prmtrs [4 conditions] 2 unknown qul Rflcts (RR) on port- nd port-2 [2 conditions] Known mtch (M) on port- [ condition] UXYZ Unknown Lin (U) with 2 2 [ condition] known Rflcts (XYZ) on port- [ conditions] known Rflcts (XYZ) on port-2 [ conditions] Pg 26 Using ithr of th two formultions dscrid, thr is numr of clirtion tchniqus tht hv n dvlopd. vn or mor indpndnt conditions must msurd. Thr must known impdnc stndrd trmintion or known trnsmission lin. And port- nd port-2 must connctd for on of th msurmnts. Th list of clirtion pprochs cn much longr thn th ons shown ov. And thr continus to nw nd novl wys to solv for th svn rror trms nd clirt th systm. Th 8 trm rror modl pproch hs yildd mor ccurt clirtion mthods s wll s simplifid th clirtion procss. TRL nd LRL provid th st ccurcy. Th othr mthods simplify th clirtion stps comprd to th oldr 2 trm modl. In on cs (UXYZ ov) th thru stndrd dos not nd to known s long s it is pssiv. 26

27 Exmpl: TRL Pg 27 Th st know clirtion mthod using th 8-trm modl is TRL. W will now rviw this clirtion mthod. Th mth nomncltur is slightly diffrnt in this rviw. Th first stp involvs sprting th systm into prfct rflctomtr followd y 4-port rror dptr. This rror dptr rprsnts ll th rrors in th systm tht cn corrctd. It cn split into two 2-port rror dptrs, X (t port-) nd Y (t port- 2), ftr rmoving th lkg (crosstlk) trms s first stp in th clirtion. inc X nd Y r 2-ports it would ppr thr r 8 unknowns to find, howvr sinc ll msurmnts r md s rtios of th s nd s, thr r ctully only 7 rror trms to clcult. This mns tht only 7 chrctristics of th clirtion stndrds r rquird to known. If thru (4 known chrctristics) is usd s on of th stndrds, only dditionl chrctristics of th stndrds r ndd. 27

28 Exmpl: TRL Pg 28 It is convnint to us t-prmtrs cus it llows on to rprsnt th ovrll msurmnt, M, of th DUT, A, s corruptd y th rror dptrs s simpl product of th mtrixs, M XAY. In similr mnnr, ch msurmnt of thr 2-port stndrds, C, C 2, nd C cn rprsntd s M, M 2, nd M. M XC Y M 2 XC 2 Y M XC Y 28

29 Exmpl: TRL Pg 29 Whil thr r 7 unknowns, msuring thr 2-port stndrds yilds st of 2 qutions. Du to this rdundncy, it is not ncssry to know ll th prmtrs of ll th stndrds. X nd Y cn solvd for dirctly plus 5 chrctristics of th clirtion stndrds. 29

30 Exmpl: TRL Pg All 4 prmtrs of C must known ut only 2 prmtrs for C 2 nd non for C if 22. Th simplst of ll stndrds is through lin, so lt C thru nd C 2 Z mtchd dvic. If ndd, impdnc rnormliztion cn usd to shift to diffrnt impdnc s. Th othr prmtrs of C 2 nd C cn solvd from th dt. For this clirtion mthod thr r svrl comintions of stndrds tht fit th rquirmnts. Howvr, thr r lso choics tht gnrt ill-conditiond solutions or singulritis. In choosing pproprit stndrds, on stndrd nds to Z sd, on nds to prsnt high mismtch rflction, nd on nds to connct port- to port-2. In ddition, ll thr stndrds nd to sufficintly diffrnt to crt thr indpndnt msurmnts.

31 Exmpl: TRL Pg Thr r svrl possil strtgis in choosing stndrds. For th first stndrd (C ), th us of zro lngth thru is n ovious slction. But non-zro lngth thru is lso ccptl if its chrctristics r known or th dsird rfrnc pln is in th cntr of th non-zro lngth thru. This stndrd will dtrmin 4 of th rror trms. Th scond stndrd (C 2 ) nds to provid Z rfrnc. In this solution, only th mtch of this stndrd nds to of concrn. Its 2 nd 2 cn ny vlu nd do not nd to known. In fct, thy will found during th clirtion procss. This opns up th choics to wid rng of 2-port componnts, such s trnsmission lin, pir of mtchd lods, or n ttnutor. This stndrd will dtrmin 2 of th rror trms. For th finl stndrd (C ) only on pic of informtion is ndd. This could n unknown rflction vlu for th sm rflction connctd to ch port ( 22 ). inc th othr stndrds hv n wll mtchd, this stndrd should hv highr rflction. This stndrd dtrmins th lst rror trm. Th tl shows prtil list of possil clirtion configurtions with pproprit thr lttr cronyms.

32 Exmpl: TRL Pg 2 Th unknown dvic chrctristics cn sily clcultd y knowing th prmtrs of th X rror dptr, th known stndrd C, nd th msurd dt of th tst dvic nd msurd dt for C. 2

33 Exmpl: Unknown T, Known A & B X Y 22 TM T ATB ( ) 2 ( 2) ( ) 2 T M ATB dt [( 2 ) TM ] dt[ ATB] 2 ( 2) M [ ] dtt dt AB, sinc dt T, cus 2 2 Thrfor ( ) 2 ± dtadtb dtt M Pg This xmpl is for th unknown thru clirtion mthod (UXYZ). This is most sily dvlopd using th cscdd t-prmtr formultion. With known stndrds t port- nd port-2, 6 conditions r providd. Th thru stndrd with 2 2 provids th 7th rquird condition. Th ky to solving this pproch is tht th dtrminnt of T is unity for th pssiv thru clirtion connction ( 2 2 ). Rfr to rfrnc [8] for mor dtil.

34 Exmpl: Unknown B, Known A & T X Y 22 TM T ATB ( ) 2 ( 2) ( ) 2 B T A T D, nd D is compltly known ( ) ( ) 2 Y 22 2 ( ) ( ) 2 2 M D D2 D 2 D22 Thrfor ( ) 2 D2 D2 D 22 Y D D D D Pg 4 This xmpl clirtion pproch (TXYZ) rquirs known stndrds on port- ut non on port-2 s long s th thru connction is known. Th known thru connction provids 4 osrvtions. Th known rflction stndrds connctd to port- complt th rquird 7 known conditions. Rfr to rfrncs [9] [] for mor dtils. 4

35 6-Trm Error Modl Prfct witch Prfct Rflctomtr Error Adptr 2 DUT [] 2 6 Error Trms To rmov th ffcts of n imprfct switch, us th procdur dscrid ltr. Pg 5 With th 8-trm modl w ssumd tht thr ws no lkg twn th vrious msurmnt ports. Th 6-trm modl mks no ssumptions out lkg. 5

36 6-Trm Error Modl 2 DUT On of th 6 rror trms cn normlizd to yild 5 rror trms Pg 6 Ths lkg trms dd 8 dditionl rror trms to th modl. Not only is th trditionl crosstlk trm includd, ut switch lkg, signls rflcting from th DUT nd lking to th trnsmission port, common mod inductnc, nd othr lkg pths r includd. In coxil or wvguid systm, ssuming th switch hs high isoltion, ths rrors r smll. But in fixturd or wfr pro nvironmnt ths rrors cn much lrgr. In wfr pro nvironmnt it is importnt tht th rror trms do not chng s th pros r movd round th circuit. If th rror trms chng, th 6-trm modl thn chngs nd th ccurcy will rduc. Agin th rror trms cn normlizd so tht for rtio msurmnts thr r only 5 rror trms. 6

37 6-Trm Error Modl Error Modl 2 T T2 T T4 2 Msurd -Prmtrs M (T + T 2 )(T + T 4 ) - Actul -Prmtrs (T - M T ) - ( M T 4 - T 2 ) Linr-in-T Form T + T 2 - M T - M T 4 With 5 or mor indpndnt osrvtions th linr mtrix qution cn solvd. TRL s wll s OLT clirtion mthods r possil. Pg 7 olving th 6-trm modl cn don th sm wy tht th 8- trm modl ws solvd. In th 8-trm modl thr wr 8 zro trms in th T mtrix with th ssumption of no lkg. For th 6-trm modl ll trms r prsnt. Of cours th st of rsultnt linr qutions contin mor rror trms, ut th pproch is th sm. Rfr to rfrncs [] [2] [] for mor dtils. 7

38 Rmoving Effcts of Imprfct witch Forwrd Imprfct witch Prfct Rflctomtr Error Adptr DUT [] Rvrs 2 2 Forwrd Rvrs M + 2M 2M + 22M M + 2M 2M + 22M Pg 8 As sttd rlir thr is tchniqu to rtio out or rmov th ffcts of n imprfct switch. Not tht th msurmnt chnnls r ll on th DUT sid of th switch. This llows th msurmnts of incidnt nd rflctd signls from th switch. Thn w cn us th rflctomtrs to msur th rflction nd trnsmission of th switch nd ffctivly rmov th switch from th systm. Mthmticlly th s-prmtrs of th systm gnrt 4 qutions. Two in th forwrd dirction nd two in th rvrs dirction. Ths 4 qutions cn thn solvd for th 4 msurd s-prmtrs. This gnrl wy of msuring s-prmtrs dos not rquir th DUT to trmintd in Z nvironmnt. 8

39 9 Pg 9 d d d d d M M M M olving th 4 qutions yilds Rmoving Effcts of Imprfct witch For -prmtrs olving th 4 prvious qutions yild th ov rsults. Not tht th qutions r writtn to llow rtio msurmnts y th ntwork nlyzr. Typiclly th ntwork nlyzr is mor ccurt mking msurmnts this wy. Nois nd othr common mod rrors r rducd. Using this mthod for msuring th 4 s-prmtrs rquirs 6 rtio msurmnts. Th dditionl two msurmnts r rquird to rmov th ffcts of th switch.

40 Rmoving Effcts of Imprfct witch For -prmtrs Or y dfining Γ nd Γ 2 M d Γ 2 2M d Γ 2M d Γ 2 22M d Γ d Γ Γ 2 Pg 4 Th qutions cn writtn in slightly diffrnt form. Two of th rtios tht r msuring th switch mtch do not chng whn th DUT is chngd. o ths two rtios cn msurd onc nd stord s Γ nd Γ 2. Thn whn mking DUT msurmnts ths just com fixd constnts in th clcultions nd rduc th ndd rtio msurmnts from six to four. Of cours th switch nds to stl for this pproch to work. If th switch chrctristics r chnging thn ths switch ffcts cn rmovd y msuring ll 6 rtios. 4

41 4 Pg 4 T d T d T d T d d M M M M Rmoving Effcts of Imprfct witch For T-prmtrs Th sm pproch cn usd for msuring th t-prmtrs. This will lso rmov th ffcts of th switch nd rquirs 6 rtio msurmnts.

42 8-Trm to -Trm Convrsion - Forwrd Port - DUT 2 Port Port - 2 DUT 2 2 Port Γ Γ Port - DUT Port Γ 2 Γ Γ Pg 42 Th 2-trm nd 8-trm modls dscri th sm systm. o thr must rltionship twn thm. First lts rduc th 2 trm modl to trms y rmoving th crosstlk trms which cn sily msurd in sprt stp. Thn th 8-trm modl cn modifid s shown ov. First th 4th msurmnt chnnl ( ) is rmovd y dfining th switch mtch s Γ. Thn th forwrd modl rror trms for port mtch nd trnsmission trcking ( 22 nd 2 ) cn clcultd. This givs th stndrd forwrd modl if w form th two products nd 2 nd normliz to. 42

43 8-Trm to -Trm Convrsion - Rvrs Port - DUT 2 Port Γ Γ Port - DUT Port Γ Γ Γ Port - 2 DUT Port Pg 4 Th sm procdur cn usd for th rvrs modl. Thr is constrining rltionship for th 8-trm nd -trm modls. This is th sm s sying tht th 8-trm modl cn rduc to 7 trms whn mking rtio msurmnts. And th -trm modl cn rduc to 9 trms. 8-trm: ( )( 2 2 ) ( 2 )( 2 ) -trm: [ + ( - )][ ( )] ( 2 )( 2 ) Rfr to rfrnc [4] for mor dtils. 4

44 Rfrncs []. Rhnmrk, On th Clirtion Procss of Automtic Ntwork Anlyzr ystms, IEEE Trns. on Microwv Thory nd Tchniqus, April 974, pp [2] J. Fitzptrick, Error Modls for ystms Msurmnt, Microwv Journl, My 978, pp 6-66 [] G. F. Engn nd C. A. Hor, Thru-Rflct-Lin: An Improvd Tchniqu for Clirting th Dul 6-Port Automtic Ntwork Anlyzr, IEEE Trns. on Microwv Thory nd Tchniqus, MTT- 27-2, Dc. 979, pp [4] H. J. Eul nd B. chik, A Gnrlizd Thory nd Nw Clirtion Procdurs for Ntwork Anlyzr lf-clirtion, IEEE Trns. on Microwv Thory & Tchniqus, vol. 9, April 99, pp [5] R. A. pcil, A Gnrtion of th TD Ntwork-Anlyzr Clirtion Procdur, Covring N-Port cttring-prmtr Msurmnts, Affctd y Lkg Errors, IEEE Trns. on Microwv Thory nd Tchniqus, vol. MTT-25, Dcmr 977, pp - 5 [6] Kimmo J. ilvonn, A Gnrl Approch to Ntwork Anlyzr Clirtion, IEEE Trns. on Microwv Thory & Tchniqus, Vol 4, April 992 [7] Andr Frrro, Frdinndo npitro nd Umrto Pisni, Accurt Coxil tndrd Vrifiction y Multiport Vctor Ntwork Anlyzr, 994 IEEE MTT- Digst, pp [8] Andr Frrro nd Umrto Pisni, Two-Port Ntwork Anlyzr Clirtion Using n Unknown Thru, IEEE Microwv nd Guidd Wv Lttrs, Vol. 2, No. 2, Dcmr 992, pp [9] Andr Frrro nd Umrto Pisni, QOLT: A nw Fst Clirtion Algorithm for Two Port Prmtr Msurmnts, 8th ARFTG Confrnc Digst, Wintr 99, pp 5-24 [] H. J. Eul nd B. chik, Rducing th Numr of Clirtion tndrds for Ntwork Anlyzr Clirtion, IEEE Trns. Instrumnttion Msurmnt, vol 4, August 99, pp [] Holgr Hurmnn nd Burkhrd chik, Rsults of Ntwork Anlyzr Msurmnts with Lkg Errors Corrctd with th TM-5-Trm Procdur, Procdings of th IEEE MTT- Intrntionl Microwv ymposium, n Digo, 994, pp 6-64 [2] Hugo Vn hmm nd Mrc Vndn Bossch, Flxil Vctor Ntwork Anlyzr Clirtion With Accurcy Bounds Using n 8-Trm or 6-Trm Error Corrction Modl, IEEE Trnsctions on Microwv Thory nd Tchniqus, Vol. 42, No. 6, Jun 994, pp [] A. Frrro nd F. npitro, A simplifid Algorithm for Lky Ntwork Anlyzr Clirtion, IEEE Microwv nd Guidd Wv Lttrs, Vol. 5, No. 4, April 995, pp 9-2 [4] Rogr B. Mrks, Formultions of th Bsic Vctor Ntwork Anlyzr Error Modl Including witch Trms, 5th ARFTG Confrnc Digst, Fll 997, pp

Vector Network Analyzer

Vector Network Analyzer Cours on Microwav Masurmnts Vctor Ntwork Analyzr Prof. Luca Prrgrini Dpt. of Elctrical, Computr and Biomdical Enginring Univrsity of Pavia -mail: luca.prrgrini@unipv.it wb: microwav.unipv.it Microwav Masurmnts

More information

Incomplete 2-Port Vector Network Analyzer Calibration Methods

Incomplete 2-Port Vector Network Analyzer Calibration Methods Incomplt -Port Vctor Ntwork nalyzr Calibration Mthods. Hnz, N. Tmpon, G. Monastrios, H. ilva 4 RF Mtrology Laboratory Instituto Nacional d Tcnología Industrial (INTI) Bunos irs, rgntina ahnz@inti.gov.ar

More information

Higher. Exponentials and Logarithms 160

Higher. Exponentials and Logarithms 160 hsn uknt Highr Mthmtics UNIT UTCME Eponntils nd Logrithms Contnts Eponntils nd Logrithms 6 Eponntils 6 Logrithms 6 Lws of Logrithms 6 Eponntils nd Logrithms to th Bs 65 5 Eponntil nd Logrithmic Equtions

More information

Fundamentals of Tensor Analysis

Fundamentals of Tensor Analysis MCEN 503/ASEN 50 Chptr Fundmntls of Tnsor Anlysis Fll, 006 Fundmntls of Tnsor Anlysis Concpts of Sclr, Vctor, nd Tnsor Sclr α Vctor A physicl quntity tht cn compltly dscrid y rl numr. Exmpl: Tmprtur; Mss;

More information

Chapter 3 Chemical Equations and Stoichiometry

Chapter 3 Chemical Equations and Stoichiometry Chptr Chmicl Equtions nd Stoichiomtry Homwork (This is VERY importnt chptr) Chptr 27, 29, 1, 9, 5, 7, 9, 55, 57, 65, 71, 75, 77, 81, 87, 91, 95, 99, 101, 111, 117, 121 1 2 Introduction Up until now w hv

More information

AC Circuits Three-Phase Circuits

AC Circuits Three-Phase Circuits AC Circuits Thr-Phs Circuits Contnts Wht is Thr-Phs Circuit? Blnc Thr-Phs oltgs Blnc Thr-Phs Connction Powr in Blncd Systm Unblncd Thr-Phs Systms Aliction Rsidntil Wiring Sinusoidl voltg sourcs A siml

More information

Outline. Binary Tree

Outline. Binary Tree Outlin Similrity Srh Th Nikolus Augstn Fr Univrsity of Bozn-Bolzno Fulty of Computr Sin DIS 1 Binry Rprsnttion of Tr Binry Brnhs Lowr Boun for th Eit Distn Unit 10 My 17, 2012 Nikolus Augstn (DIS) Similrity

More information

Reading. Minimum Spanning Trees. Outline. A File Sharing Problem. A Kevin Bacon Problem. Spanning Trees. Section 9.6

Reading. Minimum Spanning Trees. Outline. A File Sharing Problem. A Kevin Bacon Problem. Spanning Trees. Section 9.6 Rin Stion 9.6 Minimum Spnnin Trs Outlin Minimum Spnnin Trs Prim s Alorithm Kruskl s Alorithm Extr:Distriut Shortst-Pth Alorithms A Fil Shrin Prolm Sy unh o usrs wnt to istriut il monst thmslvs. Btwn h

More information

Important result on the first passage time and its integral functional for a certain diffusion process

Important result on the first passage time and its integral functional for a certain diffusion process Lcturs Mtmátics Volumn 22 (21), págins 5 9 Importnt rsult on th first pssg tim nd its intgrl functionl for crtin diffusion procss Yousf AL-Zlzlh nd Bsl M. AL-Eidh Kuwit Univrsity, Kuwit Abstrct. In this

More information

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13)

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13) con 37: Answr Ky for Problm St (Chaptr 2-3) Instructor: Kanda Naknoi Sptmbr 4, 2005. (2 points) Is it possibl for a country to hav a currnt account dficit at th sam tim and has a surplus in its balanc

More information

Mathematics. Mathematics 3. hsn.uk.net. Higher HSN23000

Mathematics. Mathematics 3. hsn.uk.net. Higher HSN23000 hsn uknt Highr Mathmatics UNIT Mathmatics HSN000 This documnt was producd spcially for th HSNuknt wbsit, and w rquir that any copis or drivativ works attribut th work to Highr Still Nots For mor dtails

More information

EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS

EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS 25 Vol. 3 () January-March, pp.37-5/tripathi EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS *Shilpa Tripathi Dpartmnt of Chmical Enginring, Indor Institut

More information

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book.

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book. Rsourc Allocation Abstract This is a small toy xampl which is wll-suitd as a first introduction to Cnts. Th CN modl is dscribd in grat dtail, xplaining th basic concpts of C-nts. Hnc, it can b rad by popl

More information

Vectors 2. 1. Recap of vectors

Vectors 2. 1. Recap of vectors Vectors 2. Recp of vectors Vectors re directed line segments - they cn be represented in component form or by direction nd mgnitude. We cn use trigonometry nd Pythgors theorem to switch between the forms

More information

An Broad outline of Redundant Array of Inexpensive Disks Shaifali Shrivastava 1 Department of Computer Science and Engineering AITR, Indore

An Broad outline of Redundant Array of Inexpensive Disks Shaifali Shrivastava 1 Department of Computer Science and Engineering AITR, Indore Intrnational Journal of mrging Tchnology and dvancd nginring Wbsit: www.ijta.com (ISSN 2250-2459, Volum 2, Issu 4, pril 2012) n road outlin of Rdundant rray of Inxpnsiv isks Shaifali Shrivastava 1 partmnt

More information

Architecture of the proposed standard

Architecture of the proposed standard Architctur of th proposd standard Introduction Th goal of th nw standardisation projct is th dvlopmnt of a standard dscribing building srvics (.g.hvac) product catalogus basd on th xprincs mad with th

More information

Question 3: How do you find the relative extrema of a function?

Question 3: How do you find the relative extrema of a function? ustion 3: How do you find th rlativ trma of a function? Th stratgy for tracking th sign of th drivativ is usful for mor than dtrmining whr a function is incrasing or dcrasing. It is also usful for locating

More information

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia Studnt Nots Cost Volum Profit Analysis by John Donald, Lcturr, School of Accounting, Economics and Financ, Dakin Univrsity, Australia As mntiond in th last st of Studnt Nots, th ability to catgoris costs

More information

CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List.

CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List. Elmntary Rndring Elmntary rastr algorithms for fast rndring Gomtric Primitivs Lin procssing Polygon procssing Managing OpnGL Stat OpnGL uffrs OpnGL Gomtric Primitivs ll gomtric primitivs ar spcifid by

More information

Quality and Pricing for Outsourcing Service: Optimal Contract Design

Quality and Pricing for Outsourcing Service: Optimal Contract Design Qulity nd Pricing for Outsourcing Srvic: Optiml Contrct Dsign Smr K. Mukhopdhyy Univrsity of Wisconsin-Milwuk Co-uthor: Xiowi Zhu, Wst Chstr Univrsity of PA Third nnul confrnc, POMS Collg of Srvic Oprtions

More information

Adverse Selection and Moral Hazard in a Model With 2 States of the World

Adverse Selection and Moral Hazard in a Model With 2 States of the World Advrs Slction and Moral Hazard in a Modl With 2 Stats of th World A modl of a risky situation with two discrt stats of th world has th advantag that it can b natly rprsntd using indiffrnc curv diagrams,

More information

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions CPS 22 Thory of Computation REGULAR LANGUAGES Rgular xprssions Lik mathmatical xprssion (5+3) * 4. Rgular xprssion ar built using rgular oprations. (By th way, rgular xprssions show up in various languags:

More information

Enhancing Downlink Performance in Wireless Networks by Simultaneous Multiple Packet Transmission

Enhancing Downlink Performance in Wireless Networks by Simultaneous Multiple Packet Transmission Enhning Downlink Prormn in Wirlss Ntworks y Simultnous Multipl Pkt Trnsmission Zhngho Zhng n Yunyun Yng Dprtmnt o Eltril n Computr Enginring, Stt Univrsity o Nw York, Stony Brook, NY 11794, USA Astrt In

More information

C H A P T E R 1 Writing Reports with SAS

C H A P T E R 1 Writing Reports with SAS C H A P T E R 1 Writing Rports with SAS Prsnting information in a way that s undrstood by th audinc is fundamntally important to anyon s job. Onc you collct your data and undrstand its structur, you nd

More information

Last time Interprocedural analysis Dimensions of precision (flow- and context-sensitivity) Flow-Sensitive Pointer Analysis

Last time Interprocedural analysis Dimensions of precision (flow- and context-sensitivity) Flow-Sensitive Pointer Analysis Flow-Insnsitiv Pointr Anlysis Lst tim Intrprocurl nlysis Dimnsions of prcision (flow- n contxt-snsitivity) Flow-Snsitiv Pointr Anlysis Toy Flow-Insnsitiv Pointr Anlysis CIS 570 Lctur 12 Flow-Insnsitiv

More information

Development of Financial Management Reporting in MPLS

Development of Financial Management Reporting in MPLS 1 Dvlopmnt of Financial Managmnt Rporting in MPLS 1. Aim Our currnt financial rports ar structurd to dlivr an ovrall financial pictur of th dpartmnt in it s ntirty, and thr is no attmpt to provid ithr

More information

Lecture 9 Microwave Network Analysis A. Nassiri - ANL June 19, 2003. Microwave Physics and Techniques UCSB June 2003 1

Lecture 9 Microwave Network Analysis A. Nassiri - ANL June 19, 2003. Microwave Physics and Techniques UCSB June 2003 1 Lecture 9 Microwve Network nlysis. Nssiri - NL June 9, 003 Microwve Physics nd Techniques UC June 003 -Prmeter Mesurement Technique VVM: The vector voltmeter mesures the mgnitude of reference nd test voltge

More information

Polynomial Functions. Polynomial functions in one variable can be written in expanded form as ( )

Polynomial Functions. Polynomial functions in one variable can be written in expanded form as ( ) Polynomil Functions Polynomil functions in one vrible cn be written in expnded form s n n 1 n 2 2 f x = x + x + x + + x + x+ n n 1 n 2 2 1 0 Exmples of polynomils in expnded form re nd 3 8 7 4 = 5 4 +

More information

QUANTITATIVE METHODS CLASSES WEEK SEVEN

QUANTITATIVE METHODS CLASSES WEEK SEVEN QUANTITATIVE METHODS CLASSES WEEK SEVEN Th rgrssion modls studid in prvious classs assum that th rspons variabl is quantitativ. Oftn, howvr, w wish to study social procsss that lad to two diffrnt outcoms.

More information

Instruction: Solving Exponential Equations without Logarithms. This lecture uses a four-step process to solve exponential equations:

Instruction: Solving Exponential Equations without Logarithms. This lecture uses a four-step process to solve exponential equations: 49 Instuction: Solving Eponntil Equtions without Logithms This lctu uss fou-stp pocss to solv ponntil qutions: Isolt th bs. Wit both sids of th qution s ponntil pssions with lik bss. St th ponnts qul to

More information

Message Definition Report Part 1

Message Definition Report Part 1 Stndrds Corport Actions Novmbr 2015 Stndrds MX Mssg Dfinition Rport Prt 1 This documnt provids informtion bout th us of th mssgs for Corport Actions nd includs, for xmpl, businss scnrios nd mssgs flows.

More information

EQUATIONS OF LINES AND PLANES

EQUATIONS OF LINES AND PLANES EQUATIONS OF LINES AND PLANES MATH 195, SECTION 59 (VIPUL NAIK) Corresponding mteril in the ook: Section 12.5. Wht students should definitely get: Prmetric eqution of line given in point-direction nd twopoint

More information

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power Prim numbrs W giv spcial nams to numbrs dpnding on how many factors thy hav. A prim numbr has xactly two factors: itslf and 1. A composit numbr has mor than two factors. 1 is a spcial numbr nithr prim

More information

Effect of Interrupt Logic on Delay Balancing Circuit

Effect of Interrupt Logic on Delay Balancing Circuit Intrntionl Journl of Computr Applictions (0975 8887) Volum 27 No.4, Auu 2011 Effct of Intrrupt Loc on Dly Blncin Circuit N. Sursh Kumr GIT, GITAM Univrsity Viskhptnm, Indi Dr. D.V. m Koti ddy Coll of Ennrin,

More information

December Homework- Week 1

December Homework- Week 1 Dcmbr Hmwrk- Wk 1 Mth Cmmn Cr Stndrds: K.CC.A.1 - Cunt t 100 by ns nd by tns. K.CC.A.2 - Cunt frwrd bginning frm givn numbr within th knwn squnc (instd f hving t bgin t 1). K.CC.B.4.A - Whn cunting bjcts,

More information

Lecture 3: Diffusion: Fick s first law

Lecture 3: Diffusion: Fick s first law Lctur 3: Diffusion: Fick s first law Today s topics What is diffusion? What drivs diffusion to occur? Undrstand why diffusion can surprisingly occur against th concntration gradint? Larn how to dduc th

More information

Noise Power Ratio (NPR) A 65-Year Old Telephone System Specification Finds New Life in Modern Wireless Applications.

Noise Power Ratio (NPR) A 65-Year Old Telephone System Specification Finds New Life in Modern Wireless Applications. TUTORIL ois Powr Ratio (PR) 65-Yar Old Tlphon Systm Spcification Finds w Lif in Modrn Wirlss pplications ITRODUTIO by Walt Kstr Th concpt of ois Powr Ratio (PR) has bn around sinc th arly days of frquncy

More information

Constrained Renewable Resource Allocation in Fuzzy Metagraphs via Min- Slack

Constrained Renewable Resource Allocation in Fuzzy Metagraphs via Min- Slack Intrntonl Journl of ppld Oprtonl Rsrch Vol 1, No 1, pp 7-17, Summr 011 Journl hompg: wwworlur Constrnd Rnwl Rsourc llocton n Fuzzy Mtgrphs v Mn- Slck S S Hshmn* Rcvd: Jnury 31, 011 ; ccptd: My 1, 011 strct

More information

Reasoning to Solve Equations and Inequalities

Reasoning to Solve Equations and Inequalities Lesson4 Resoning to Solve Equtions nd Inequlities In erlier work in this unit, you modeled situtions with severl vriles nd equtions. For exmple, suppose you were given usiness plns for concert showing

More information

LG has introduced the NeON 2, with newly developed Cello Technology which improves performance and reliability. Up to 320W 300W

LG has introduced the NeON 2, with newly developed Cello Technology which improves performance and reliability. Up to 320W 300W Cllo Tchnology LG has introducd th NON 2, with nwly dvlopd Cllo Tchnology which improvs prformanc and rliability. Up to 320W 300W Cllo Tchnology Cll Connction Elctrically Low Loss Low Strss Optical Absorption

More information

Mathematics. Vectors. hsn.uk.net. Higher. Contents. Vectors 128 HSN23100

Mathematics. Vectors. hsn.uk.net. Higher. Contents. Vectors 128 HSN23100 hsn.uk.net Higher Mthemtics UNIT 3 OUTCOME 1 Vectors Contents Vectors 18 1 Vectors nd Sclrs 18 Components 18 3 Mgnitude 130 4 Equl Vectors 131 5 Addition nd Subtrction of Vectors 13 6 Multipliction by

More information

Vibrational Spectroscopy

Vibrational Spectroscopy Vibrational Spctroscopy armonic scillator Potntial Enrgy Slction Ruls V( ) = k = R R whr R quilibrium bond lngth Th dipol momnt of a molcul can b pandd as a function of = R R. µ ( ) =µ ( ) + + + + 6 3

More information

Prediction of Speed and Behaviour of a Ship in a Seaway

Prediction of Speed and Behaviour of a Ship in a Seaway ISP, Volum 3, No. 65, 1976 Rprintd: 13-09-001 Wbsit: www.shipmotions.nl Rpport 047-P, 1976, Dlft Univrsity of Tchnology, Ship Hydromchnics Lbortory, Mklwg, 68 CD Dlft, Th Nthrlnds. Prdiction of Spd nd

More information

Business Process Simulation for Operational Decision Support

Business Process Simulation for Operational Decision Support Businss Procss Simultion for Oprtionl Dcision Support M. T. Wynn 1, M. Dums 1, C. J. Fidg 1, A. H. M. tr Hofstd 1, nd W. M. P. vn dr Alst 1,2 1 Fculty of Informtion Tchnology, Qunslnd Univrsity of Tchnology,

More information

Count what is countable, measure what is measurable, and what is not measurable, make measurable.

Count what is countable, measure what is measurable, and what is not measurable, make measurable. Count wht is countb, msur wht is msurb, nd wht is not msurb, mk msurb. - Gio Gii Doub porizd DD-fusion Currnt sttus of physics nysis nd dt nysis softwr for PoFusion xprimnt in PNPI, Gtchin Poin Krvchnko

More information

Continuity Cloud Virtual Firewall Guide

Continuity Cloud Virtual Firewall Guide Cloud Virtual Firwall Guid uh6 Vrsion 1.0 Octobr 2015 Foldr BDR Guid for Vam Pag 1 of 36 Cloud Virtual Firwall Guid CONTENTS INTRODUCTION... 3 ACCESSING THE VIRTUAL FIREWALL... 4 HYPER-V/VIRTUALBOX CONTINUITY

More information

A Note on Approximating. the Normal Distribution Function

A Note on Approximating. the Normal Distribution Function Applid Mathmatical Scincs, Vol, 00, no 9, 45-49 A Not on Approimating th Normal Distribution Function K M Aludaat and M T Alodat Dpartmnt of Statistics Yarmouk Univrsity, Jordan Aludaatkm@hotmailcom and

More information

Meerkats: A Power-Aware, Self-Managing Wireless Camera Network for Wide Area Monitoring

Meerkats: A Power-Aware, Self-Managing Wireless Camera Network for Wide Area Monitoring Mrkats: A Powr-Awar, Slf-Managing Wirlss Camra Ntwork for Wid Ara Monitoring C. B. Margi 1, X. Lu 1, G. Zhang 1, G. Stank 2, R. Manduchi 1, K. Obraczka 1 1 Dpartmnt of Computr Enginring, Univrsity of California,

More information

I. INTRODUCTION. Figure 1, The Input Display II. DESIGN PROCEDURE

I. INTRODUCTION. Figure 1, The Input Display II. DESIGN PROCEDURE Ballast Dsign Softwar Ptr Grn, Snior ighting Systms Enginr, Intrnational Rctifir, ighting Group, 101S Spulvda Boulvard, El Sgundo, CA, 9045-438 as prsntd at PCIM Europ 0 Abstract: W hav dvlopd a Windows

More information

Algorithmic Aspects of Access Networks Design in B3G/4G Cellular Networks

Algorithmic Aspects of Access Networks Design in B3G/4G Cellular Networks Algorithmi Aspts o Ass Ntworks Dsign in BG/G Cllulr Ntworks Dvi Amzllg, Josph (Si) Nor,DnnyRz Computr Sin Dprtmnt Thnion, Hi 000, Isrl {mzllg,nny}@s.thnion..il Mirosot Rsrh On Mirosot Wy, Rmon, WA 980

More information

ME 612 Metal Forming and Theory of Plasticity. 6. Strain

ME 612 Metal Forming and Theory of Plasticity. 6. Strain Mtal Forming and Thory of Plasticity -mail: azsnalp@gyt.du.tr Makin Mühndisliği Bölümü Gbz Yüksk Tknoloji Enstitüsü 6.1. Uniaxial Strain Figur 6.1 Dfinition of th uniaxial strain (a) Tnsil and (b) Comprssiv.

More information

Distributed Systems Principles and Paradigms. Chapter 11: Distributed File Systems. Distributed File Systems. Example: NFS Architecture

Distributed Systems Principles and Paradigms. Chapter 11: Distributed File Systems. Distributed File Systems. Example: NFS Architecture Distriut Systms Prinipls n Prigms Mrtn vn Stn VU mstrm, Dpt. Computr Sin stn@s.vu.nl Chptr 11: Vrsion: Dmr 10, 2012 1 / 14 Gnrl gol Try to mk fil systm trnsprntly vill to rmot lints. 1. Fil mov to lint

More information

Use Geometry Expressions to create a more complex locus of points. Find evidence for equivalence using Geometry Expressions.

Use Geometry Expressions to create a more complex locus of points. Find evidence for equivalence using Geometry Expressions. Lerning Objectives Loci nd Conics Lesson 3: The Ellipse Level: Preclculus Time required: 120 minutes In this lesson, students will generlize their knowledge of the circle to the ellipse. The prmetric nd

More information

June 2012. Enprise Rent. Enprise 1.1.6. Author: Document Version: Product: Product Version: SAP Version: 8.81.100 8.8

June 2012. Enprise Rent. Enprise 1.1.6. Author: Document Version: Product: Product Version: SAP Version: 8.81.100 8.8 Jun 22 Enpris Rnt Author: Documnt Vrsion: Product: Product Vrsion: SAP Vrsion: Enpris Enpris Rnt 88 88 Enpris Rnt 22 Enpris Solutions All rights rsrvd No parts of this work may b rproducd in any form or

More information

SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM

SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM RESEARCH PAPERS IN MANAGEMENT STUDIES SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM M.A.H. Dmpstr & S.S.G. Hong WP 26/2000 Th Judg Institut of Managmnt Trumpington Strt Cambridg CB2 1AG Ths paprs

More information

WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769

WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769 08-16-85 WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769 Summary of Dutis : Dtrmins City accptanc of workrs' compnsation cass for injurd mploys; authorizs appropriat tratmnt

More information

81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct

81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct Air Handling Systms Enginring & chnical Bulltin 81-1-ISD Economic Considrations of Hat ransfr on Sht Mtal Duct Othr bulltins hav dmonstratd th nd to add insulation to cooling/hating ducts in ordr to achiv

More information

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Friday 16 th May 2008. Time: 14:00 16:00

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Friday 16 th May 2008. Time: 14:00 16:00 COMP20212 Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE Digitl Design Techniques Dte: Fridy 16 th My 2008 Time: 14:00 16:00 Plese nswer ny THREE Questions from the FOUR questions provided

More information

the so-called KOBOS system. 1 with the exception of a very small group of the most active stocks which also trade continuously through

the so-called KOBOS system. 1 with the exception of a very small group of the most active stocks which also trade continuously through Liquidity and Information-Basd Trading on th Ordr Drivn Capital Markt: Th Cas of th Pragu tock Exchang Libor 1ÀPH³HN Cntr for Economic Rsarch and Graduat Education, Charls Univrsity and Th Economic Institut

More information

DYNAMIC PROGRAMMING APPROACH TO TESTING RESOURCE ALLOCATION PROBLEM FOR MODULAR SOFTWARE

DYNAMIC PROGRAMMING APPROACH TO TESTING RESOURCE ALLOCATION PROBLEM FOR MODULAR SOFTWARE DYAMIC PROGRAMMIG APPROACH TO TESTIG RESOURCE ALLOCATIO PROBLEM FOR MODULAR SOFTWARE P.K. Kpur P.C. Jh A.K. Brdh Astrct Tstg phs of softwr gs wth modul tstg. Durg ths prod moduls r tstd dpdtly to rmov

More information

ISO 9001 DIL UNIVERSAL CONTACTORS

ISO 9001 DIL UNIVERSAL CONTACTORS GANZ KK Kft ISO 0 crtifid DIL UNIVERSAL CONTACTORS 00.0. GANZ KK Ltd. applis a Quality control systm according to th rquirmnts of th standard ENISO0 Bridg Moving magnt Coil Fixd magnt Auxiliary contactunit

More information

Math 135 Circles and Completing the Square Examples

Math 135 Circles and Completing the Square Examples Mth 135 Circles nd Completing the Squre Exmples A perfect squre is number such tht = b 2 for some rel number b. Some exmples of perfect squres re 4 = 2 2, 16 = 4 2, 169 = 13 2. We wish to hve method for

More information

Remember you can apply online. It s quick and easy. Go to www.gov.uk/advancedlearningloans. Title. Forename(s) Surname. Sex. Male Date of birth D

Remember you can apply online. It s quick and easy. Go to www.gov.uk/advancedlearningloans. Title. Forename(s) Surname. Sex. Male Date of birth D 24+ Advancd Larning Loan Application form Rmmbr you can apply onlin. It s quick and asy. Go to www.gov.uk/advancdlarningloans About this form Complt this form if: you r studying an ligibl cours at an approvd

More information

ITIL & Service Predictability/Modeling. 2006 Plexent

ITIL & Service Predictability/Modeling. 2006 Plexent ITIL & Srvic Prdictability/Modling 1 2 Plxnt Th Company 2001 Foundd Plxnt basd on an Expandd ITIL Architctur, CMMI, ISO, and BS15000 - itdna 2003 Launchd itdna Srvic Offring 2003 John Groom, past Dirctor

More information

Lecture 20: Emitter Follower and Differential Amplifiers

Lecture 20: Emitter Follower and Differential Amplifiers Whits, EE 3 Lctur 0 Pag of 8 Lctur 0: Emittr Followr and Diffrntial Amplifirs Th nxt two amplifir circuits w will discuss ar ry important to lctrical nginring in gnral, and to th NorCal 40A spcifically.

More information

Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective

Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective Ovrviw Lctur 4 Projctions - 3D Viwing Projctions Paralll Prspctiv 3D Viw Volum 3D Viwing Transformation Camra Modl - Assignmnt 2 OFF fils 3D mor compl than 2D On mor dimnsion Displa dvic still 2D Analog

More information

Parallel and Distributed Programming. Performance Metrics

Parallel and Distributed Programming. Performance Metrics Paralll and Distributd Programming Prformanc! wo main goals to b achivd with th dsign of aralll alications ar:! Prformanc: th caacity to rduc th tim to solv th roblm whn th comuting rsourcs incras;! Scalability:

More information

Higher order mode damping considerations for the SPL cavities at CERN

Higher order mode damping considerations for the SPL cavities at CERN Highr ordr mod damping considrations for th SPL cavitis at CERN W. Wingartn Outlin Th SPL study at CERN HOM damping rquirmnts for SPL study Optimisation of cavity gomtry rlatd to HOM damping Conclusion

More information

2 DIODE CLIPPING and CLAMPING CIRCUITS

2 DIODE CLIPPING and CLAMPING CIRCUITS 2 DIODE CLIPPING nd CLAMPING CIRCUITS 2.1 Ojectives Understnding the operting principle of diode clipping circuit Understnding the operting principle of clmping circuit Understnding the wveform chnge of

More information

(Analytic Formula for the European Normal Black Scholes Formula)

(Analytic Formula for the European Normal Black Scholes Formula) (Analytic Formula for th Europan Normal Black Schols Formula) by Kazuhiro Iwasawa Dcmbr 2, 2001 In this short summary papr, a brif summary of Black Schols typ formula for Normal modl will b givn. Usually

More information

Constraint-Based Analysis of Gene Deletion in a Metabolic Network

Constraint-Based Analysis of Gene Deletion in a Metabolic Network Constraint-Basd Analysis of Gn Dltion in a Mtabolic Ntwork Abdlhalim Larhlimi and Alxandr Bockmayr DFG-Rsarch Cntr Mathon, FB Mathmatik und Informatik, Fri Univrsität Brlin, Arnimall, 3, 14195 Brlin, Grmany

More information

Or more simply put, when adding or subtracting quantities, their uncertainties add.

Or more simply put, when adding or subtracting quantities, their uncertainties add. Propgtion of Uncertint through Mthemticl Opertions Since the untit of interest in n eperiment is rrel otined mesuring tht untit directl, we must understnd how error propgtes when mthemticl opertions re

More information

4.5 Signal Flow Graphs

4.5 Signal Flow Graphs 3/9/009 4_5 ignl Flow Grphs.doc / 4.5 ignl Flow Grphs Reding Assignment: pp. 89-97 Q: Using individul device scttering prmeters to nlze comple microwve network results in lot of mess mth! Isn t there n

More information

Warm-up for Differential Calculus

Warm-up for Differential Calculus Summer Assignment Wrm-up for Differentil Clculus Who should complete this pcket? Students who hve completed Functions or Honors Functions nd will be tking Differentil Clculus in the fll of 015. Due Dte:

More information

AP Calculus AB 2008 Scoring Guidelines

AP Calculus AB 2008 Scoring Guidelines AP Calculus AB 8 Scoring Guidlins Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos mission is to connct studnts to collg succss and opportunity.

More information

Magic Message Maker Amaze your customers with this Gift of Caring communication piece

Magic Message Maker Amaze your customers with this Gift of Caring communication piece Magic Mssag Makr maz your customrs with this Gift of aring communication pic Girls larn th powr and impact of crativ markting with this attntion grabbing communication pic that will hlp thm o a World of

More information

DUAL N-CHANNEL AND DUAL P-CHANNEL MATCHED MOSFET PAIR

DUAL N-CHANNEL AND DUAL P-CHANNEL MATCHED MOSFET PAIR DVNCD INR DVICS, INC. D113 DU N-CHNN ND DU P-CHNN MTCHD MOSFT PIR GNR DSCRIPTION Th D113 is a monolithic dual N-channl and dual P-channl matchd transistor pair intndd for a road rang of analog applications.

More information

Factoring Polynomials

Factoring Polynomials Fctoring Polynomils Some definitions (not necessrily ll for secondry school mthemtics): A polynomil is the sum of one or more terms, in which ech term consists of product of constnt nd one or more vribles

More information

CCD CHARGE TRANSFER EFFICIENCY (CTE) DERIVED FROM SIGNAL VARIANCE IN FLAT FIELD IMAGES The CVF method

CCD CHARGE TRANSFER EFFICIENCY (CTE) DERIVED FROM SIGNAL VARIANCE IN FLAT FIELD IMAGES The CVF method CCD CHARGE TRANSFER EFFICIENCY (CTE) DERIVED FROM SIGNAL VARIANCE IN FLAT FIELD IMAGES Th CVF mthod Fbrc Chrstn 1, Konrd Kujkn 1,, Dtrch Bd 3, Cyrl Cvdor 4, Sbstn Drs 3, Olf Iwrt 3. 1 Kptyn Astronomcl

More information

Theoretical approach to algorithm for metrological comparison of two photothermal methods for measuring of the properties of materials

Theoretical approach to algorithm for metrological comparison of two photothermal methods for measuring of the properties of materials Rvista Invstigación Cintífica, ol. 4, No. 3, Nuva época, sptimbr dicimbr 8, IN 187 8196 Thortical approach to algorithm for mtrological comparison of two photothrmal mthods for masuring of th proprtis

More information

Link-Disjoint Paths for Reliable QoS Routing

Link-Disjoint Paths for Reliable QoS Routing Link-Disjoint Pths or Rlil QoS Routing Yuhun Guo, Frnno Kuiprs n Pit Vn Mighm # Shool o Eltril n Inormtion Enginring, Northrn Jiotong Univrsity, Bijing, 000, P.R. Chin Fulty o Inormtion Thnology n Systms,

More information

Asset set Liability Management for

Asset set Liability Management for KSD -larning and rfrnc products for th global financ profssional Highlights Library of 29 Courss Availabl Products Upcoming Products Rply Form Asst st Liability Managmnt for Insuranc Companis A comprhnsiv

More information

Change Your History How Can Soccer Knowledge Improve Your Business Processes?

Change Your History How Can Soccer Knowledge Improve Your Business Processes? Symposium Inuurl Lctur o Hjo Rijrs, VU, 26-6-2015 Chn Your History How Cn Soccr Knowl Improv Your Businss Procsss? Wil vn r Alst TU/ n DSC/ 1970 born Oostrbk 1988-1992 CS TU/ 1992-1994 TS TU/ 1994-1996

More information

IHE IT Infrastructure (ITI) Technical Framework Supplement. Cross-Enterprise Document Workflow (XDW) Trial Implementation

IHE IT Infrastructure (ITI) Technical Framework Supplement. Cross-Enterprise Document Workflow (XDW) Trial Implementation Intgrating th Halthcar Entrpris 5 IHE IT Infrastructur (ITI) Tchnical Framwork Supplmnt 10 Cross-Entrpris Documnt Workflow (XDW) 15 Trial Implmntation 20 Dat: Octobr 13, 2014 Author: IHE ITI Tchnical Committ

More information

Hardware Modules of the RSA Algorithm

Hardware Modules of the RSA Algorithm SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol. 11, No. 1, Fbruary 2014, 121-131 UDC: 004.3`142:621.394.14 DOI: 10.2298/SJEE140114011S Hardwar Moduls of th RSA Algorithm Vlibor Škobić 1, Branko Dokić 1,

More information

Section 5.2, Commands for Configuring ISDN Protocols. Section 5.3, Configuring ISDN Signaling. Section 5.4, Configuring ISDN LAPD and Call Control

Section 5.2, Commands for Configuring ISDN Protocols. Section 5.3, Configuring ISDN Signaling. Section 5.4, Configuring ISDN LAPD and Call Control Chpter 5 Configurtion of ISDN Protocols This chpter provides instructions for configuring the ISDN protocols in the SP201 for signling conversion. Use the sections tht reflect the softwre you re configuring.

More information

Stock and Foreign Exchange Market Linkages in Emerging Economies

Stock and Foreign Exchange Market Linkages in Emerging Economies Working Ppr 01-013 Stock nd Forign Exchng Mrkt Linkgs in Emrging Economis Eln Androu, Mri Mtsi nd Andrs Svvids Dprtmnt of Economics, Univrsity of Cyprus, P.O. Box 0537, 1678 Nicosi, Cyprus Tl.: +357-893700,

More information

Traffic Flow Analysis (2)

Traffic Flow Analysis (2) Traffic Flow Analysis () Statistical Proprtis. Flow rat distributions. Hadway distributions. Spd distributions by Dr. Gang-Ln Chang, Profssor Dirctor of Traffic safty and Oprations Lab. Univrsity of Maryland,

More information

Schedule C. Notice in terms of Rule 5(10) of the Capital Gains Rules, 1993

Schedule C. Notice in terms of Rule 5(10) of the Capital Gains Rules, 1993 (Rul 5(10)) Shul C Noti in trms o Rul 5(10) o th Cpitl Gins Ruls, 1993 Sttmnt to sumitt y trnsror o shrs whr thr is trnsr o ontrolling intrst Prt 1 - Dtils o Trnsror Nm Arss ROC No (ompnis only) Inom Tx

More information

Example 27.1 Draw a Venn diagram to show the relationship between counting numbers, whole numbers, integers, and rational numbers.

Example 27.1 Draw a Venn diagram to show the relationship between counting numbers, whole numbers, integers, and rational numbers. 2 Rtionl Numbers Integers such s 5 were importnt when solving the eqution x+5 = 0. In similr wy, frctions re importnt for solving equtions like 2x = 1. Wht bout equtions like 2x + 1 = 0? Equtions of this

More information

A Project Management framework for Software Implementation Planning and Management

A Project Management framework for Software Implementation Planning and Management PPM02 A Projct Managmnt framwork for Softwar Implmntation Planning and Managmnt Kith Lancastr Lancastr Stratgis Kith.Lancastr@LancastrStratgis.com Th goal of introducing nw tchnologis into your company

More information

REPORT' Meeting Date: April 19,201 2 Audit Committee

REPORT' Meeting Date: April 19,201 2 Audit Committee REPORT' Mting Dat: April 19,201 2 Audit Committ For Information DATE: March 21,2012 REPORT TITLE: FROM: Paul Wallis, CMA, CIA, CISA, Dirctor, Intrnal Audit OBJECTIVE To inform Audit Committ of th rsults

More information

Category 7: Employee Commuting

Category 7: Employee Commuting 7 Catgory 7: Employ Commuting Catgory dscription This catgory includs missions from th transportation of mploys 4 btwn thir homs and thir worksits. Emissions from mploy commuting may aris from: Automobil

More information

Theoretical aspects of investment demand for gold

Theoretical aspects of investment demand for gold Victor Sazonov (Russia), Dmitry Nikolav (Russia) Thortical aspcts of invstmnt dmand for gold Abstract Th main objctiv of this articl is construction of a thortical modl of invstmnt in gold. Our modl is

More information

New Basis Functions. Section 8. Complex Fourier Series

New Basis Functions. Section 8. Complex Fourier Series Nw Basis Functions Sction 8 Complx Fourir Sris Th complx Fourir sris is prsntd first with priod 2, thn with gnral priod. Th connction with th ral-valud Fourir sris is xplaind and formula ar givn for convrting

More information

LINEAR TRANSFORMATIONS AND THEIR REPRESENTING MATRICES

LINEAR TRANSFORMATIONS AND THEIR REPRESENTING MATRICES LINEAR TRANSFORMATIONS AND THEIR REPRESENTING MATRICES DAVID WEBB CONTENTS Liner trnsformtions 2 The representing mtrix of liner trnsformtion 3 3 An ppliction: reflections in the plne 6 4 The lgebr of

More information

Free ACA SOLUTION (IRS 1094&1095 Reporting)

Free ACA SOLUTION (IRS 1094&1095 Reporting) Fr ACA SOLUTION (IRS 1094&1095 Rporting) Th Insuranc Exchang (301) 279-1062 ACA Srvics Transmit IRS Form 1094 -C for mployrs Print & mail IRS Form 1095-C to mploys HR Assist 360 will gnrat th 1095 s for

More information

SPECIAL VOWEL SOUNDS

SPECIAL VOWEL SOUNDS SPECIAL VOWEL SOUNDS Plas consult th appropriat supplmnt for th corrsponding computr softwar lsson. Rfr to th 42 Sounds Postr for ach of th Spcial Vowl Sounds. TEACHER INFORMATION: Spcial Vowl Sounds (SVS)

More information

MDMA (Ecstasy, Molly)

MDMA (Ecstasy, Molly) www.ccsa.ca www.cclt.ca Spring 2015 Canadian Drug Summary MDMA (Ecstasy, Molly) Ky points Th prvalnc of past-yar cstasy us is lss than 1% and has dcrasd by half sinc 2008. 1 in 25 Canadian youth in grads

More information

Version 1.0. General Certificate of Education (A-level) January 2012. Mathematics MPC3. (Specification 6360) Pure Core 3. Final.

Version 1.0. General Certificate of Education (A-level) January 2012. Mathematics MPC3. (Specification 6360) Pure Core 3. Final. Vrsion.0 Gnral Crtificat of Education (A-lvl) January 0 Mathmatics MPC (Spcification 660) Pur Cor Final Mark Schm Mark schms ar prpard by th Principal Eaminr and considrd, togthr with th rlvant qustions,

More information