Effect of a Frequency Perturbation in a Chain of Syntonized Transparent Clocks
|
|
- Cecilia Lynch
- 6 years ago
- Views:
Transcription
1 Effect of a Fequency Petubaton n a Chan of Syntonzed anspaent Clocs Geoffey M. Gane SAMSUNG Electoncs (Consultant) EEE 80. AVB G gmgane@comcast.net :
2 Outlne ntoducton ansfe functon fo a chan of syntonzed Cs Stablty analyss fo vaaton of fequency offset as a functon of numbe of hops Unflteed phase eo accumulaton ove multple hops Wande toleance equements Flteed phase accumulaton at endpont Splt path syntonzaton scenao Conclusons Refeences SAMSUNG Electoncs EEE 80. AVB Mach 007
3 ntoducton - Recent dscussons on the 588 (see [] and []) and 80. eflectos and n AVB mng calls and geneal AVB calls have ased concens that a chan of syntonzed clocs may exhbt excessve tte amplfcaton and accumulaton due to gan peang t s stated n [] that the tte accumulaton may be excessve when the peod of the petubaton s of the ode of twce the fequency measuement nteval t s well-nown that lage tte and wande accumulaton n a chan of PLLs may occu due to excessve gan peang Ealy analyss done n [3] analytcally usng chan of nd ode PLLs wth 40 db/decade oll-off Model eflected PDH egeneatos commonly used n telecommuncatons netwos at the tme (98) Late analyses done fo SDH/SONE and ON (see [4] fo detals of the ON analyses) hese models wee smla to those n [3]; man dffeence was the use of PLL models wth 0 db/decade oll-off All the analyses showed that f gan peang does not exceed 0. db the espectve tte equements ae met fo chans of 50 egeneatos (assumng egeneatos also meet espectve tte tansfe and geneaton equements) 50 egeneatos s a common Hypothetcal Refeence Model (see Appendx of [4] fo ON) SAMSUNG Electoncs EEE 80. AVB Mach 007 3
4 ntoducton - As a esult of these and smla analyses the gan peang of egeneatos and clocs n telecommuncatons netwos s lmted to 0. db he above analyses ae fo nd ode PLLs whch have nheent gan peang Howeve the syntonzaton pocess fo a tanspaent cloc (C) s not a nd ode PLL Pevously thee has not been a caeful evaluaton of the tansfe functon to detemne f gan peang s pesent Snce the C output s a syntonzed fequency the mmedate tansfe functon of nteest s the elaton between nput and output fequency offsets Howeve effect on phase accumulaton at a collocated odnay cloc (OC) s also of nteest n the pesent contbuton we evaluate the tansfe functon fo a C that syntonzes and evaluate accumulaton of Fequency offset Phase eo We also dscuss wande toleance and show ntal esults fo flteed phase eo at an endpont Fnally we nvestgate phase eo accumulaton usng the altenatve splt path syntonzaton descbed n [8] SAMSUNG Electoncs EEE 80. AVB Mach 007 4
5 ansfe Functon fo a C - Node Numbeng conventons (ntal node s GM followed by Cs) Snusodal petubaton appled to C GM C C C 3 C N Node numbeng used hee Node numbeng used n [6] Node 0 Node Node Node 3 Node N Node Node Node 3 Node 4 Node N n the followng notaton and analyss we use the node numbeng conventon above (the node numbeng of [6] s shown fo use when compang esults hee wth those of [6]) Each C pefoms a fequency update evey M th synch nteval (on ecept of Sync and Follow_Up fo that nteval) and that fequency update s done befoe the measuement of esdence tme Assume pefect maste (.e. gandmaste) Neglect phase measuement ganulaty SAMSUNG Electoncs EEE 80. AVB Mach 007 5
6 ansfe Functon fo a C - Notaton ndex of Sync message sent fo whch a fequency update s pefomed (f a fequency update s pefomed evey M Synch messages then ths s actually the M th Sync message). he fst Sync message s labeled 0. ndex of node numbe. he maste cloc at the begnnng of the chan s labeled 0; the Cs ae labeled... N. actual fequency offset of C elatve to the maste cloc dung the fequency update nteval between the th and () st Sync messages μ measued fequency offset of C elatve to the maste cloc when the th Sync and Follow_Up messages ave. Note that f the measuement pocess wee pefect then the measued value would be equal to the actual fequency offset dung the pevous fequency update nteval.e. μ. Howeve n geneal the measuement pocess s mpefect and ths s not tue. measued esdence tme of Sync message at C. Note that ths wll dffe fom deal esdence tme elatve to the maste cloc due to the fequency offset of C. deal esdence tme elatve to the pefect maste. fequency update nteval elatve to the pefect maste. m coected maste tme at C when th Sync message s eceved (.e. coected fo the esdence tmes of Cs... -). Note that m 0 s the tme the th Sync message s actually sent elatve to the maste cloc. SAMSUNG Electoncs EEE 80. AVB Mach 007 6
7 ansfe Functon fo a C - 3 Coected maste tme at node s gven by m m 0 Resdence tme at C s elated to fequency offset by ) ( hen m m 0 he measued fequency offset at C s equal to the ato of the elapsed local tme dung a fequency update nteval to the elapsed coected maste tme dung the same nteval mnus hs may be wtten as (see next slde) SAMSUNG Electoncs EEE 80. AVB Mach 007 7
8 SAMSUNG Electoncs EEE 80. AVB Mach ansfe Functon fo a C - 4 ( ) ( ) ( ) ( ) ( ) 0 0 ) ( ) ( m m μ
9 SAMSUNG Electoncs EEE 80. AVB Mach ansfe Functon fo a C - 5 Fequency s adusted by educng the cuent fequency by an amount equal to the measued fequency offset of the C elatve to ts maste he new fequency offset s elated to the old by nsetng the pevous equaton fo nto the above poduces μ μ ( ) ( ) ( ) ( ) ( ) ( ) ( ) ) ( ) ( ) ( O O O
10 ansfe Functon fo a C - 6 he esult to fst ode n the fequency offsets s ( ) May obtan a ecusve fom by ewtng the above fo ndex - and subtactng; the bounday condton fo s obtaned by substtutng n the above. he esult s ( ) > he above s a patal dffeence equaton wth a bounday condton SAMSUNG Electoncs EEE 80. AVB Mach 007 0
11 Stablty Analyss - Assume the maste s pefect and mpose a snusodal fequency petubaton at C ( ) 0 0 Ae ω A ampltude of the fequency offset petubaton (n convenent unts e.g. ppm ns/s dmensonless etc.) ω fequency of petubaton n ad/s - (note that wll not be used as an ndex hee) he bounday condton (equaton above that elates the fequency offsets at Cs and ) becomes A e ω ( e ω ) SAMSUNG Electoncs EEE 80. AVB Mach 007
12 Stablty Analyss - o obtan the complex fequency esponse to a snusodal petubaton fo the fequency offset at C fst tae the z-tansfom of the patal dffeence equaton and then set z e ω N H ( e ( z) N ( z) z ) ω ω e Whee N (z) z-tansfom of H(e ω ) snusodal tansfe functon Fequency esponse at C obtaned by multplyng the fequency esponse at C by the snusodal tansfe functon ased to the - powe SAMSUNG Electoncs EEE 80. AVB Mach 007
13 SAMSUNG Electoncs EEE 80. AVB Mach Stablty Analyss - 3 he ampltude of the fequency esponse s gven by (see the accompanyng contbuton fo ntemedate steps) Maxmum value of the above expesson occus fo ω π Petubaton fequency s the Nyqust ate.e. one-half the fequency update ate Petubaton peod s twce the fequency update peod ) ( e e e A ω ω ω [ ] ( ) cos ) cos ( ) ( e N ω ω ω ) ( - max e N ω
14 Stablty Analyss - 4 Magntude of wost-case fequency offset accumulaton depends on how long the fequency update nteval s compaed to the esdence tme.e. / and on the numbe of hops Fo example fo / 0.00 the wost-case fequency offset ampltude afte 00 hops s N ( e ω ) max 8 ( 0.00)[.00] n AVB netwos t s planned to hold Sync untl Follow_Up aves n wost case esdence tme could be equal to the synch nteval A value consdeed fo the fequency update nteval s 0 synch ntevals hen could have n wost case / 0. Fo a 7-hop netwo the wost case fequency offset accumulaton s N ( e ω ) max 5 ( 0.)[.] SAMSUNG Electoncs EEE 80. AVB Mach 007 4
15 Stablty Analyss - 5 Fo 0 hops N ( e ω ) max 8 ( 0.)[.] Fo hops N ( e ω ) max 9 ( 0.)[.].03 Fequency offset does not accumulate to the magntude of the petubaton untl the th hop May be ased why the fequency offset downsteam of the petubaton s not at least as lage as the petubaton tself C s stll syntonzng to the maste Fequency at an ntemedate C only affects the esdence tme and only to the extent that successve esdence tmes (.e. at successve fequency update tmes) ae dffeent SAMSUNG Electoncs EEE 80. AVB Mach 007 5
16 Stablty Analyss - 6 Fequency offset accumulaton facto Fequency offset accumulaton facto N N N / 0. / 0.0 / 0.00 C numbe Fgue. Facto by whch fequency offset ampltude due to appled snusodal petubaton accumulates as a functon of C numbe fo seveal atos /. SAMSUNG Electoncs EEE 80. AVB Mach 007 6
17 Stablty Analyss - 7 Fequency esponse at successve Cs fo / 0.00(obtaned usng Mathcad) b sub sub / sub N n C numbe Petubaton appled at C N n N n N n3 N n4 N n5 N n omega n SAMSUNG Electoncs EEE 80. AVB Mach 007 7
18 Stablty Analyss - 8 Fequency esponse at successve Cs fo / 0.0(obtaned usng Mathcad) b sub 3 sub / sub N n C numbe Petubaton appled at C N n N n N n3 N n4 K` // / c `_ czy Z`_/Z /Z_ cc`c N n5 N n omega n SAMSUNG Electoncs EEE 80. AVB Mach 007 8
19 Stablty Analyss - 9 Fequency esponse at successve Cs fo / 0.(obtaned usng Mathcad) 0.9 b sub 5 sub / sub 0. N n C numbe Petubaton appled at C N n N n N n3 N n4 N n5 N n6 N n7 N n8 N n omega n SAMSUNG Electoncs EEE 80. AVB Mach 007 9
20 Unflteed Phase Eo Accumulaton - Refeence [6] cted a geneal fom fo phase eo accumulaton G n G a 0 Specfc values of G 0 and a obtaned n [6] wee dffeent fo those obtaned n above fo accumulaton of fequency offset n ths secton ths dscepancy s futhe nvestgated and esolved Use above esults fo fequency offset accumulaton to compute total phase eo accumulaton unde the assumpton that an OC s collocated wth each C nteested n component of phase eo accumulaton due to snusodal petubaton appled at C he phase eo at a C s the dffeence between the tmestamp of a Sync message when t aves at a C and the tmestamp of the Sync message when t left the maste coected fo Popagaton tmes on upsteam lns Resdence tmes at upsteam Cs f esdence and popagaton tme measuements wee pefect we would coect fo these eos exactly and could educe phase eo accumulaton to nea zeo SAMSUNG Electoncs EEE 80. AVB Mach 007 0
21 Unflteed Phase Eo Accumulaton - Howeve esdence tme measuements ae not pefect We ae nteest hee n the component of the esdence tme measuement eo due to eos n the C fequency offset measuement Fo C Sync message ths eo s equal to the fequency offset measuement eo multpled by the esdence tme.e. Fo Cs though m the total phase eo s at the tme of the th Sync message s φ m m Note: must add to ths the petubaton tself (.e. contbuton fom C ). Howeve we ae manly nteested hee n the addtonal phase eo due to the effect of the petubaton at downsteam Cs Substtute nto the above the esult fo (slde (C ) and slde 3 (Cs > )); the esult s φ m ω ω m A ( e ) e e ω SAMSUNG Electoncs EEE 80. AVB Mach 007
22 SAMSUNG Electoncs EEE 80. AVB Mach 007 Unflteed Phase Eo Accumulaton - Pefomng the summaton poduces Ampltude of phase eo fequency esponse s obtaned by computng absolute value of the above ( ) ) ( ) ( m m m m e A e e e e e A e e e e A ω ω ω ω ω ω ω ω ω ω φ max m n m e A ω φ
23 SAMSUNG Electoncs EEE 80. AVB Mach Unflteed Phase Eo Accumulaton - 3 he above esult s expessed n tems of the ampltude of the snusodal fequency offset petubaton A appled at C Refeence [6] uses as nput a snusodal phase petubaton o convet fom a fequency petubaton to phase petubaton we note a fequency offset at C of magntude A esults n a phase offset at C of A. Substtutng n the above poduces fo cumulatve phase offset (due to the effect of the phase petubaton on downsteam Cs) he maxmum phase petubaton occus fo ω π ; the esult s hs coesponds to the geneal fom gven eale wth G 0 B and a max m n m e B ω φ ) ( max m m n B π φ
24 Unflteed Phase Eo Accumulaton - 4 Bloc dagams fo fequency offset and phase eo accumulaton Stage to (.e. GM s stage 0 and petubaton s appled at stage to ethe fequency N (z) o phase (z) ) Stages - > to (.e. GM s stage 0 and petubaton s appled at stage Φ (z) z N (z) b N (z) N -(z) b-bz - N (z) Φ - (z) Φ (z) Φ (z) N (z) z-tansfom of fequency at node N (z) z-tansfom of fequency at node (z) z-tansfom of phase at node b / ( b ) N ( ) N ( z ) z z N ( z ) Φ ( z ) (z) z-tansfom of phase at node b / N Φ ( b bz ) N ( z) ( z) ( z) Φ ( z) N ( z) SAMSUNG Electoncs EEE 80. AVB Mach 007 4
25 Unflteed Phase Eo Accumulaton - 4 Notaton b sub sub / sub 0.00 N n C numbe Petubaton appled at C M c cyx Z`_/D^a]Z / X\ _/ c`^ R ph..0 9 n ph n ph n3 ph n4 ph n5 ph n omega n SAMSUNG Electoncs EEE 80. AVB Mach 007 5
26 Unflteed Phase Eo Accumulaton - 5 Notaton b sub sub / sub 0.0 ph n C numbe Petubaton appled at C ph..0 8 n M c cyx Z`_/D^a]Z / X\ _/ c`^ R ph n ph n3 ph n4 ph n5 ph n omega n SAMSUNG Electoncs EEE 80. AVB Mach 007 6
27 Unflteed Phase Eo Accumulaton - 6 Notaton ph n C numbe Petubaton appled at C M c cyx Z`_/D^a]Z / X\ _/ c`^ R ph n ph n ph n3 ph n ph n5 ph n ph n8 b sub sub / sub omega n SAMSUNG Electoncs EEE 80. AVB Mach 007 7
28 Unflteed Phase Eo Accumulaton - 7 Notaton b sub sub / sub 0. ph n C numbe Petubaton appled at C ph n ph n M c cyx Z`_/D^a]Z / X\ _/ c`^ R ph n3 ph n4 ph n5 ph n omega n SAMSUNG Electoncs EEE 80. AVB Mach 007 8
29 Unflteed Phase Eo Accumulaton - 8 he above esult fo phase eo accumulaton ampltude coesponds to the quantty (outputdevaton testdevaton) of [6] t s also equal to esdencetme * (syntonzedate ) accumulated ove the nodes Essentally t s the amount the accumulated phase eo exceeds the ntal phase eo due to the petubaton Relaton between dscete and contnuous fequency of petubaton Dscete fequency ω and contnuous fequency Ω ae elated by equvalent samplng tme.e. fequency update nteval. f the peod of the petubaton s then ω Ω π / π /ω ω π coesponds to petubaton peod equal to twce the fequency update peod o ω coesponds to petubaton peod equal (appoxmately) to 3. tmes the fequency update peod o 3. SAMSUNG Electoncs EEE 80. AVB Mach 007 9
30 Unflteed Phase Eo Accumulaton - 9 Results fom [6] fo / 0.05 B 00 ns nd C afte C whee petubaton s appled (.e. node 3 n notaton hee; node 4 n notaton of [6]). 3. (ω ) sub /sub M X\/X^a]Z /Z / Xaac` Z^X ] / /_ 6D c / Z /c ] / `_/ ]Z /; / `c/a Z/ Y/_5;/ / / `c/ ω ) outputdevaton testdevaton ssuetme Fgue 6. Results fo (outputdevaton-testdevaton) usng Mathcad fle povded n [6]. hs quantty s the fequency offset at the fst node afte the node whee the petubaton s appled multpled by the deal esdence tme. he peod of the appled petubaton s 3.. SAMSUNG Electoncs EEE 80. AVB Mach
31 Unflteed Phase Eo Accumulaton - 0 Results fom [6] fo / 0.05 B 00 ns nd C afte C whee petubaton s appled (.e. node 3 n notaton hee; node 4 n notaton of [6]). (ω π) 6M X\/X^a]Z /Z /X aac` Z^X ] /:9/_ 6D c / Z /c ] /` _/ ]Z /; / `c/a Z/ Y/ _5;/ / / `c/ω π) sub /sub 0.05 outputdevaton testdevaton ssuetme Fgue 7. Results fo (outputdevaton-testdevaton) usng Mathcad fle povded n [6]. hs quantty s the fequency offset at the fst node afte the node whee the petubaton s appled multpled by the deal esdence tme. he peod of the appled petubaton s.. SAMSUNG Electoncs EEE 80. AVB Mach 007 3
32 Unflteed Phase Eo Accumulaton - 0 able of [6] lsted some dffeences between analyss thee and hee When able was pepaed compason was wth fequency offset accumulaton study hee (phase offset accumulaton study had not yet been done) Also compason used dffeent petubaton fequences SAMSUNG Electoncs EEE 80. AVB Mach 007 3
33 Unflteed Phase Eo Accumulaton - 0 Dffeences esolved by compang wth phase accumulaton study and usng same petubaton fequency able of [6] ndcates G 0 thee and / hee the latte s fo the fequency offset accumulaton; t s fo phase accumulaton n ageement wth [6] able of [6] ndcates wost case gan peang was obtaned fo petubaton peod of 3. tmes fequency update nteval and not tmes fequency update nteval Howeve usng Mathcad lstng suppled n [6] a lage outputdevaton testdevaton s found fo petubaton peod of tmes fequency update nteval»hs s maxmum and s n ageement wth esults obtaned hee Stated n [9] that dscepancy s due to compang dffeent quanttes n [6] vesus hee»hee we compaed outputdevaton testdevaton»[6] compaed outputdevaton / testdevaton and noted that dffeence s due to dffeent phases of dffeence sgnal (outputdevaton testdevaton) and test sgnal (testdevaton); n [6] these sgnals ae 90 degees out of phase SAMSUNG Electoncs EEE 80. AVB Mach
34 Wande oleance he phase accumulaton esults on the pevous sldes assume a 00 ns snusodal phase petubaton ampltude hs can be consdeed n the context of wande toleance Apply a snusodal phase wande at a C and eque that the syntonzaton and synchonzaton tanspot meet the espectve equements (e.g. ME tme synchonzaton) hs assumes that the system paametes (e.g. sync nteval fequency update nteval ae set appopately We would choose the syntonzaton algothm and the endpont flte specfcatons such that the applcaton tte wande and synchonzaton equements could be met when the snusodal petubaton s appled t s stated n [9] that the 00 ns ampltude fo the snusodal petubaton s abtay Would moe lely want to toleate 40 ns pea-to-pea (esultng fom phase measuement ganulaty combned wth beatng of oscllatos whose fequences ae close SAMSUNG Electoncs EEE 80. AVB Mach
35 Flteed Phase Eo Accumulaton - Note that the phase eo accumulaton esults obtaned above ae unflteed he levels would lely be educed by endpont flteng Fo example consde a fst-ode lnea dgtal flte wth an equvalent s tme constant H ( z) z he equvalent tme constant s seen to be s by notng that ths flte educes a step nput to /e 0.37 of ts value afte 0 steps.e. (0.9) and that 0 steps hee coesponds to s because 0. s o obtan the flteed fequency esponse Substtute z e ω n the above z-tansfom fo the flte Multply the unflteed phase eo fequency esponse on slde 3 (fst equaton on that slde) by ths flte fequency esponse he esult s on the next slde SAMSUNG Electoncs EEE 80. AVB Mach
36 Flteed Phase Eo Accumulaton - Compang ths wth the fgue on slde 7 the educton s seen to be appoxmately a facto of 0 b sub sub / sub phflt n phflt n phflt n 3 phflt n 4 phflt n 5 phflt.0 9 n 6 phflt n omega n SAMSUNG Electoncs EEE 80. AVB Mach
37 Splt Path Syntonzaton Scenao - Refeence [8] poposes a scheme that attempts to avod phase eo accumulaton n nodes subsequent to the C whee the snusodal phase petubaton s appled Use the fee-unnng node cloc fequences to measue esdence tmes Use these esdence tmes to compute the coected maste event tmestamps (tmestamp when Sync message leaves maste plus accumulated esdence tme) Use these coected maste event tmestamps to estmate fequency offset of each C elatve to maste Use the estmated fequency offset to compute esdence tme eo and accumulate n a sepaate feld of the Follow_Up message Use ths eo accumulaton to coect the synchonzed tme at the espectve node he next 3 sldes taen (.e. dectly coped) fom [8] llustate the method (the fst slde shows the cuent syntonzaton method; the second and thd sldes show the splt path scenao) SAMSUNG Electoncs EEE 80. AVB Mach
38 Splt Path Syntonzaton Scenao - X\ _/ c`^/r SAMSUNG Electoncs EEE 80. AVB Mach
39 Splt Path Syntonzaton Scenao - 3 X\ _/ c`^/r SAMSUNG Electoncs EEE 80. AVB Mach
40 Splt Path Syntonzaton Scenao - 4 X\ _/ c`^/r SAMSUNG Electoncs EEE 80. AVB Mach
41 SAMSUNG Electoncs EEE 80. AVB Mach Splt Path Syntonzaton Scenao - 4 Can analyze the splt path syntonzaton scenao n a manne analogous to the conventonal analyss Use the equaton fo μ on slde 8 to compute the measued fequency offset but now the ae fxed (fee-unnng) fequency offsets (except at C whee s a snusodal petubaton Expess ths equaton to fst ode n the ( ) ( ) ( ) ( ) ( ) μ
42 Splt Path Syntonzaton Scenao - 5 Next note that the fequency offsets at nodes othe than C ae fxed and theefoe the tems n the above summaton fo > vansh hen μ ( ) he total phase eo due to components at nodes though s μ ( ) ( ) We have omtted the petubaton tself at node because we ae nteested n the accumulaton ove and above ths he actual tme Sync message aves at C s m ) actual m0 ( he coected maste tme at C based on the fee-unnng clocs s m m ( 0 ) SAMSUNG Electoncs EEE 80. AVB Mach 007 4
43 Splt Path Syntonzaton Scenao - 6 Usng the measued fequency offset to coect the actual fequency offset n the above sum poduces m ( ) m0 ( ) ( ) ( ) Note that the fst summaton n the above equaton s zeo because the fequency offsets at nodes though do not vay n tme Omttng that tem and compang the above wth the actual tme the Sync message aves at C poduces fo the phase eo accumulaton φ ( ) ( ) nsetng a snusodal fequency vaaton ampltude A and elatng ths to the snusodal phase petubaton ampltude B though B At poduces ω φ B ( )( e ) e ω SAMSUNG Electoncs EEE 80. AVB Mach
44 Splt Path Syntonzaton Scenao - 7 hen the magntude of the phase eo accumulaton s φ B ( ) ( cosω) he maxmum ampltude occus at ω π.e. when the petubaton peod s twce the fequency adustment tme. he esult s φ B ( ) max he coespondng esult fo a C syntonzed usng the conventonal method s φ B max SAMSUNG Electoncs EEE 80. AVB Mach
45 Splt Path Syntonzaton Scenao - 8 he ato of the accumulaton facto fo the conventonal appoach to that of the splt path appoach s F ( ) We see that fo << the ato s close to. When s appecable compaed to the ato can be lage afte a suffcent numbe of hops Rato of Gowth factos F F F 3 F 4 F b sub / sub b 000 b b 0.0 b 0.05 b 0. C numbe SAMSUNG Electoncs EEE 80. AVB Mach
46 Conclusons - f << a vey lage numbe of hops s equed fo the effect of a fequency offset to esult n appecable fequency o phase offset accumulaton Fo ato of 0.00 the fequency offset afte 00 hops s 0.% of the appled fequency petubaton ampltude; the unflteed phase offset s 0. of the appled phase offset ampltude f s appecable compaed to the accumulaton s faste Fo ato of 0. the fequency offset accumulates to the level of the petubaton afte hops; afte 7 hops t s appoxmately half the level of the petubaton Fo ato of 0. the unflteed phase offset accumulaton s about twce the appled petubaton ampltude afte 7 hops Fo the splt path syntonzaton scheme the beneft s manly fo netwos wth s appecable compaed to and a suffcently lage numbe of hops SAMSUNG Electoncs EEE 80. AVB Mach
47 Conclusons - f t s decded that 80.AS netwos must toleate snusodal phase wande appled at a cloc consdeaton should be gven to the wande ampltude that must be toleated One ampltude to consde s 40 ns pea-to-pea due to phase measuement ganulaty and beatng of adacent oscllatos that ae close n fequency Phase eo accumulaton wll be educed by endpont flteng; ths should be accounted fo n consdeng ablty of systems to toleate snusodal wande SAMSUNG Electoncs EEE 80. AVB Mach
48 Refeences -. Chuc Hason Emal to P588 Reflecto Febuay Chuc Hason Emal to P588 Reflecto Febuay E. L. Vama and J. Wu Analyss of Jtte Accumulaton n a Chan of Dgtal Regeneatos Poceedngs of EEE Globecom Vol. pp U- Rec. G.85 he Contol of Jtte and Wande wthn the Optcal anspot Netwo U- Geneva Novembe 00 (Amendment June 00 Cogendum June 00). 5. EEE P588 M /D-A 7 Febuay 007 Daft Standad fo a Pecson Cloc Synchonzaton Potocol fo Netwoed Measuement and Contol Systems Daft D-A Febuay Chuc Hason Cascaded Gan Phenomena n EEE 588v anspaent Cloc Chans: an ntal Study contbuton dstbuted to EEE 588 and EEE 80. Febuay Geoffey M. Gane Analyss of Cloc Synchonzaton Appoaches fo Resdental Ethenet pesentaton to EEE 80.3 Resdental Ethenet SG San Jose Septembe Chuc Hason anspaent Cloc Gan Cascade: Splt Path Scenao contbuton dstbuted to EEE 80. Mach SAMSUNG Electoncs EEE 80. AVB Mach
49 Refeences - 9. Chuc Hason Emal to P588 and EEE 80. Reflectos Mach 007. SAMSUNG Electoncs EEE 80. AVB Mach
Contribution to Precise Networked Clock Synchronization Working Group- IEEE 1588 revision and to IEEE 802.1
Contbuton to Pecse Netwoed Cloc Synchonzaton Wong Goup- EEE 588 evson and to EEE 80. LE: Effect of a Fequency Petubaton n a Chan of Syntonzed anspaent Clocs WORKNG EM: anspaent Clocs Revson: AUHOR(S: Geoffey
More informationSet of square-integrable function 2 L : function space F
Set of squae-ntegable functon L : functon space F Motvaton: In ou pevous dscussons we have seen that fo fee patcles wave equatons (Helmholt o Schödnge) can be expessed n tems of egenvalue equatons. H E,
More informationMultistage Median Ranked Set Sampling for Estimating the Population Median
Jounal of Mathematcs and Statstcs 3 (: 58-64 007 ISSN 549-3644 007 Scence Publcatons Multstage Medan Ranked Set Samplng fo Estmatng the Populaton Medan Abdul Azz Jeman Ame Al-Oma and Kamaulzaman Ibahm
More information(8) Gain Stage and Simple Output Stage
EEEB23 Electoncs Analyss & Desgn (8) Gan Stage and Smple Output Stage Leanng Outcome Able to: Analyze an example of a gan stage and output stage of a multstage amplfe. efeence: Neamen, Chapte 11 8.0) ntoducton
More informationA Brief Guide to Recognizing and Coping With Failures of the Classical Regression Assumptions
A Bef Gude to Recognzng and Copng Wth Falues of the Classcal Regesson Assumptons Model: Y 1 k X 1 X fxed n epeated samples IID 0, I. Specfcaton Poblems A. Unnecessay explanatoy vaables 1. OLS s no longe
More informationUNIT10 PLANE OF REGRESSION
UIT0 PLAE OF REGRESSIO Plane of Regesson Stuctue 0. Intoducton Ojectves 0. Yule s otaton 0. Plane of Regesson fo thee Vaales 0.4 Popetes of Resduals 0.5 Vaance of the Resduals 0.6 Summay 0.7 Solutons /
More information4 Recursive Linear Predictor
4 Recusve Lnea Pedcto The man objectve of ths chapte s to desgn a lnea pedcto wthout havng a po knowledge about the coelaton popetes of the nput sgnal. In the conventonal lnea pedcto the known coelaton
More informationPhysics 2A Chapter 11 - Universal Gravitation Fall 2017
Physcs A Chapte - Unvesal Gavtaton Fall 07 hese notes ae ve pages. A quck summay: he text boxes n the notes contan the esults that wll compse the toolbox o Chapte. hee ae thee sectons: the law o gavtaton,
More informationLASER ABLATION ICP-MS: DATA REDUCTION
Lee, C-T A Lase Ablaton Data educton 2006 LASE ABLATON CP-MS: DATA EDUCTON Cn-Ty A. Lee 24 Septembe 2006 Analyss and calculaton of concentatons Lase ablaton analyses ae done n tme-esolved mode. A ~30 s
More information3. A Review of Some Existing AW (BT, CT) Algorithms
3. A Revew of Some Exstng AW (BT, CT) Algothms In ths secton, some typcal ant-wndp algothms wll be descbed. As the soltons fo bmpless and condtoned tansfe ae smla to those fo ant-wndp, the pesented algothms
More informationP 365. r r r )...(1 365
SCIENCE WORLD JOURNAL VOL (NO4) 008 www.scecncewoldounal.og ISSN 597-64 SHORT COMMUNICATION ANALYSING THE APPROXIMATION MODEL TO BIRTHDAY PROBLEM *CHOJI, D.N. & DEME, A.C. Depatment of Mathematcs Unvesty
More informationIf there are k binding constraints at x then re-label these constraints so that they are the first k constraints.
Mathematcal Foundatons -1- Constaned Optmzaton Constaned Optmzaton Ma{ f ( ) X} whee X {, h ( ), 1,, m} Necessay condtons fo to be a soluton to ths mamzaton poblem Mathematcally, f ag Ma{ f ( ) X}, then
More informationThermodynamics of solids 4. Statistical thermodynamics and the 3 rd law. Kwangheon Park Kyung Hee University Department of Nuclear Engineering
Themodynamcs of solds 4. Statstcal themodynamcs and the 3 d law Kwangheon Pak Kyung Hee Unvesty Depatment of Nuclea Engneeng 4.1. Intoducton to statstcal themodynamcs Classcal themodynamcs Statstcal themodynamcs
More informationGenerating Functions, Weighted and Non-Weighted Sums for Powers of Second-Order Recurrence Sequences
Geneatng Functons, Weghted and Non-Weghted Sums fo Powes of Second-Ode Recuence Sequences Pantelmon Stăncă Aubun Unvesty Montgomey, Depatment of Mathematcs Montgomey, AL 3614-403, USA e-mal: stanca@studel.aum.edu
More informationOptimization Methods: Linear Programming- Revised Simplex Method. Module 3 Lecture Notes 5. Revised Simplex Method, Duality and Sensitivity analysis
Optmzaton Meods: Lnea Pogammng- Revsed Smple Meod Module Lectue Notes Revsed Smple Meod, Dualty and Senstvty analyss Intoducton In e pevous class, e smple meod was dscussed whee e smple tableau at each
More informationEnergy in Closed Systems
Enegy n Closed Systems Anamta Palt palt.anamta@gmal.com Abstact The wtng ndcates a beakdown of the classcal laws. We consde consevaton of enegy wth a many body system n elaton to the nvese squae law and
More informationStellar Astrophysics. dt dr. GM r. The current model for treating convection in stellar interiors is called mixing length theory:
Stella Astophyscs Ovevew of last lectue: We connected the mean molecula weght to the mass factons X, Y and Z: 1 1 1 = X + Y + μ 1 4 n 1 (1 + 1) = X μ 1 1 A n Z (1 + ) + Y + 4 1+ z A Z We ntoduced the pessue
More informationScalars and Vectors Scalar
Scalas and ectos Scala A phscal quantt that s completel chaacteed b a eal numbe (o b ts numecal value) s called a scala. In othe wods a scala possesses onl a magntude. Mass denst volume tempeatue tme eneg
More informationV. Principles of Irreversible Thermodynamics. s = S - S 0 (7.3) s = = - g i, k. "Flux": = da i. "Force": = -Â g a ik k = X i. Â J i X i (7.
Themodynamcs and Knetcs of Solds 71 V. Pncples of Ievesble Themodynamcs 5. Onsage s Teatment s = S - S 0 = s( a 1, a 2,...) a n = A g - A n (7.6) Equlbum themodynamcs detemnes the paametes of an equlbum
More informationDistinct 8-QAM+ Perfect Arrays Fanxin Zeng 1, a, Zhenyu Zhang 2,1, b, Linjie Qian 1, c
nd Intenatonal Confeence on Electcal Compute Engneeng and Electoncs (ICECEE 15) Dstnct 8-QAM+ Pefect Aays Fanxn Zeng 1 a Zhenyu Zhang 1 b Lnje Qan 1 c 1 Chongqng Key Laboatoy of Emegency Communcaton Chongqng
More informationAmplifier Constant Gain and Noise
Amplfe Constant Gan and ose by Manfed Thumm and Wene Wesbeck Foschungszentum Kalsuhe n de Helmholtz - Gemenschaft Unvestät Kalsuhe (TH) Reseach Unvesty founded 85 Ccles of Constant Gan (I) If s taken to
More informationDistributed computing Time synchronization. Mathieu Delalandre University of Tours, Tours city, France
Dstbuted computng Tme synchonzaton Matheu Delalande Unvesty of Tous, Tous cty, Fance matheu.delalande@unv-tous.f 1 Tme synchonzaton 1. Intoducton 2. Clock synchonzaton 2.1. Unvesal Coodnated Tme (UCT)
More informationContact, information, consultations
ontact, nfomaton, consultatons hemsty A Bldg; oom 07 phone: 058-347-769 cellula: 664 66 97 E-mal: wojtek_c@pg.gda.pl Offce hous: Fday, 9-0 a.m. A quote of the week (o camel of the week): hee s no expedence
More information19 The Born-Oppenheimer Approximation
9 The Bon-Oppenheme Appoxmaton The full nonelatvstc Hamltonan fo a molecule s gven by (n a.u.) Ĥ = A M A A A, Z A + A + >j j (883) Lets ewte the Hamltonan to emphasze the goal as Ĥ = + A A A, >j j M A
More informationOptimal System for Warm Standby Components in the Presence of Standby Switching Failures, Two Types of Failures and General Repair Time
Intenatonal Jounal of ompute Applcatons (5 ) Volume 44 No, Apl Optmal System fo Wam Standby omponents n the esence of Standby Swtchng Falues, Two Types of Falues and Geneal Repa Tme Mohamed Salah EL-Shebeny
More informationVibration Input Identification using Dynamic Strain Measurement
Vbaton Input Identfcaton usng Dynamc Stan Measuement Takum ITOFUJI 1 ;TakuyaYOSHIMURA ; 1, Tokyo Metopoltan Unvesty, Japan ABSTRACT Tansfe Path Analyss (TPA) has been conducted n ode to mpove the nose
More information9/12/2013. Microelectronics Circuit Analysis and Design. Modes of Operation. Cross Section of Integrated Circuit npn Transistor
Mcoelectoncs Ccut Analyss and Desgn Donald A. Neamen Chapte 5 The pola Juncton Tanssto In ths chapte, we wll: Dscuss the physcal stuctue and opeaton of the bpola juncton tanssto. Undestand the dc analyss
More informationPHYS 705: Classical Mechanics. Derivation of Lagrange Equations from D Alembert s Principle
1 PHYS 705: Classcal Mechancs Devaton of Lagange Equatons fom D Alembet s Pncple 2 D Alembet s Pncple Followng a smla agument fo the vtual dsplacement to be consstent wth constants,.e, (no vtual wok fo
More informationAn Approach to Inverse Fuzzy Arithmetic
An Appoach to Invese Fuzzy Athmetc Mchael Hanss Insttute A of Mechancs, Unvesty of Stuttgat Stuttgat, Gemany mhanss@mechaun-stuttgatde Abstact A novel appoach of nvese fuzzy athmetc s ntoduced to successfully
More informationOn Maneuvering Target Tracking with Online Observed Colored Glint Noise Parameter Estimation
Wold Academy of Scence, Engneeng and Technology 6 7 On Maneuveng Taget Tacng wth Onlne Obseved Coloed Glnt Nose Paamete Estmaton M. A. Masnad-Sha, and S. A. Banan Abstact In ths pape a compehensve algothm
More informationME 3600 Control Systems Frequency Domain Analysis
ME 3600 Contol Systems Fequency Domain Analysis The fequency esponse of a system is defined as the steady-state esponse of the system to a sinusoidal (hamonic) input. Fo linea systems, the esulting steady-state
More informationA Study about One-Dimensional Steady State. Heat Transfer in Cylindrical and. Spherical Coordinates
Appled Mathematcal Scences, Vol. 7, 03, no. 5, 67-633 HIKARI Ltd, www.m-hka.com http://dx.do.og/0.988/ams.03.38448 A Study about One-Dmensonal Steady State Heat ansfe n ylndcal and Sphecal oodnates Lesson
More informationA. Thicknesses and Densities
10 Lab0 The Eath s Shells A. Thcknesses and Denstes Any theoy of the nteo of the Eath must be consstent wth the fact that ts aggegate densty s 5.5 g/cm (ecall we calculated ths densty last tme). In othe
More information8 Baire Category Theorem and Uniform Boundedness
8 Bae Categoy Theoem and Unfom Boundedness Pncple 8.1 Bae s Categoy Theoem Valdty of many esults n analyss depends on the completeness popety. Ths popety addesses the nadequacy of the system of atonal
More informationKhintchine-Type Inequalities and Their Applications in Optimization
Khntchne-Type Inequaltes and The Applcatons n Optmzaton Anthony Man-Cho So Depatment of Systems Engneeng & Engneeng Management The Chnese Unvesty of Hong Kong ISDS-Kolloquum Unvestaet Wen 29 June 2009
More informationSome Approximate Analytical Steady-State Solutions for Cylindrical Fin
Some Appoxmate Analytcal Steady-State Solutons fo Cylndcal Fn ANITA BRUVERE ANDRIS BUIIS Insttute of Mathematcs and Compute Scence Unvesty of Latva Rana ulv 9 Rga LV459 LATVIA Astact: - In ths pape we
More informationChapter 8. Linear Momentum, Impulse, and Collisions
Chapte 8 Lnea oentu, Ipulse, and Collsons 8. Lnea oentu and Ipulse The lnea oentu p of a patcle of ass ovng wth velocty v s defned as: p " v ote that p s a vecto that ponts n the sae decton as the velocty
More informationChapter 23: Electric Potential
Chapte 23: Electc Potental Electc Potental Enegy It tuns out (won t show ths) that the tostatc foce, qq 1 2 F ˆ = k, s consevatve. 2 Recall, fo any consevatve foce, t s always possble to wte the wok done
More informationTransport Coefficients For A GaAs Hydro dynamic Model Extracted From Inhomogeneous Monte Carlo Calculations
Tanspot Coeffcents Fo A GaAs Hydo dynamc Model Extacted Fom Inhomogeneous Monte Calo Calculatons MeKe Ieong and Tngwe Tang Depatment of Electcal and Compute Engneeng Unvesty of Massachusetts, Amhest MA
More informationCOMPLEMENTARY ENERGY METHOD FOR CURVED COMPOSITE BEAMS
ultscence - XXX. mcocd Intenatonal ultdscplnay Scentfc Confeence Unvesty of skolc Hungay - pl 06 ISBN 978-963-358-3- COPLEENTRY ENERGY ETHOD FOR CURVED COPOSITE BES Ákos József Lengyel István Ecsed ssstant
More informationOn the Latency Bound of Deficit Round Robin
Poceedngs of the Intenatonal Confeence on Compute Communcatons and Netwoks Mam, Floda, USA, Octobe 4 6, 22 On the Latency Bound of Defct Round Robn Sall S. Kanhee and Hash Sethu Depatment of ECE, Dexel
More informationPart V: Velocity and Acceleration Analysis of Mechanisms
Pat V: Velocty an Acceleaton Analyss of Mechansms Ths secton wll evew the most common an cuently pactce methos fo completng the knematcs analyss of mechansms; escbng moton though velocty an acceleaton.
More informationMultipole Radiation. March 17, 2014
Multpole Radaton Mach 7, 04 Zones We wll see that the poblem of hamonc adaton dvdes nto thee appoxmate egons, dependng on the elatve magntudes of the dstance of the obsevaton pont,, and the wavelength,
More informationIntegral Vector Operations and Related Theorems Applications in Mechanics and E&M
Dola Bagayoko (0) Integal Vecto Opeatons and elated Theoems Applcatons n Mechancs and E&M Ι Basc Defnton Please efe to you calculus evewed below. Ι, ΙΙ, andιιι notes and textbooks fo detals on the concepts
More informationOn a New Definition of a Stochastic-based Accuracy Concept of Data Reconciliation-Based Estimators
On a New Defnton of a Stochastc-based Accuacy Concept of Data Reconclaton-Based Estmatos M. Bagajewcz Unesty of Olahoma 100 E. Boyd St., Noman OK 73019, USA Abstact Tadtonally, accuacy of an nstument s
More information24-2: Electric Potential Energy. 24-1: What is physics
D. Iyad SAADEDDIN Chapte 4: Electc Potental Electc potental Enegy and Electc potental Calculatng the E-potental fom E-feld fo dffeent chage dstbutons Calculatng the E-feld fom E-potental Potental of a
More information4.4 Continuum Thermomechanics
4.4 Contnuum Themomechancs The classcal themodynamcs s now extended to the themomechancs of a contnuum. The state aables ae allowed to ay thoughout a mateal and pocesses ae allowed to be eesble and moe
More informationRigid Bodies: Equivalent Systems of Forces
Engneeng Statcs, ENGR 2301 Chapte 3 Rgd Bodes: Equvalent Sstems of oces Intoducton Teatment of a bod as a sngle patcle s not alwas possble. In geneal, the se of the bod and the specfc ponts of applcaton
More informationOnline Appendix to Position Auctions with Budget-Constraints: Implications for Advertisers and Publishers
Onlne Appendx to Poston Auctons wth Budget-Constants: Implcatons fo Advetses and Publshes Lst of Contents A. Poofs of Lemmas and Popostons B. Suppotng Poofs n the Equlbum Devaton B.1. Equlbum wth Low Resevaton
More informationSummer Workshop on the Reaction Theory Exercise sheet 8. Classwork
Joned Physcs Analyss Cente Summe Wokshop on the Reacton Theoy Execse sheet 8 Vncent Matheu Contact: http://www.ndana.edu/~sst/ndex.html June June To be dscussed on Tuesday of Week-II. Classwok. Deve all
More informationCSU ATS601 Fall Other reading: Vallis 2.1, 2.2; Marshall and Plumb Ch. 6; Holton Ch. 2; Schubert Ch r or v i = v r + r (3.
3 Eath s Rotaton 3.1 Rotatng Famewok Othe eadng: Valls 2.1, 2.2; Mashall and Plumb Ch. 6; Holton Ch. 2; Schubet Ch. 3 Consde the poston vecto (the same as C n the fgue above) otatng at angula velocty.
More informationCEEP-BIT WORKING PAPER SERIES. Efficiency evaluation of multistage supply chain with data envelopment analysis models
CEEP-BIT WORKING PPER SERIES Effcency evaluaton of multstage supply chan wth data envelopment analyss models Ke Wang Wokng Pape 48 http://ceep.bt.edu.cn/englsh/publcatons/wp/ndex.htm Cente fo Enegy and
More informationA Micro-Doppler Modulation of Spin Projectile on CW Radar
ITM Web of Confeences 11, 08005 (2017) DOI: 10.1051/ tmconf/20171108005 A Mco-Dopple Modulaton of Spn Pojectle on CW Rada Zh-Xue LIU a Bacheng Odnance Test Cente of Chna, Bacheng 137001, P. R. Chna Abstact.
More informationEngineering Mechanics. Force resultants, Torques, Scalar Products, Equivalent Force systems
Engneeng echancs oce esultants, Toques, Scala oducts, Equvalent oce sstems Tata cgaw-hll Companes, 008 Resultant of Two oces foce: acton of one bod on anothe; chaacteed b ts pont of applcaton, magntude,
More informationAnalytical and Numerical Solutions for a Rotating Annular Disk of Variable Thickness
Appled Mathematcs 00 43-438 do:0.436/am.00.5057 Publshed Onlne Novembe 00 (http://www.scrp.og/jounal/am) Analytcal and Numecal Solutons fo a Rotatng Annula Ds of Vaable Thcness Abstact Ashaf M. Zenou Daoud
More informationEvent Shape Update. T. Doyle S. Hanlon I. Skillicorn. A. Everett A. Savin. Event Shapes, A. Everett, U. Wisconsin ZEUS Meeting, October 15,
Event Shape Update A. Eveett A. Savn T. Doyle S. Hanlon I. Skllcon Event Shapes, A. Eveett, U. Wsconsn ZEUS Meetng, Octobe 15, 2003-1 Outlne Pogess of Event Shapes n DIS Smla to publshed pape: Powe Coecton
More informationMechanics Physics 151
Mechancs Physcs 151 Lectue 18 Hamltonan Equatons of Moton (Chapte 8) What s Ahead We ae statng Hamltonan fomalsm Hamltonan equaton Today and 11/6 Canoncal tansfomaton 1/3, 1/5, 1/10 Close lnk to non-elatvstc
More informationASTR415: Problem Set #6
ASTR45: Poblem Set #6 Cuan D. Muhlbege Univesity of Mayland (Dated: May 7, 27) Using existing implementations of the leapfog and Runge-Kutta methods fo solving coupled odinay diffeential equations, seveal
More informationLINEAR MOMENTUM. product of the mass m and the velocity v r of an object r r
LINEAR MOMENTUM Imagne beng on a skateboad, at est that can move wthout cton on a smooth suace You catch a heavy, slow-movng ball that has been thown to you you begn to move Altenatvely you catch a lght,
More informationMachine Learning. Spectral Clustering. Lecture 23, April 14, Reading: Eric Xing 1
Machne Leanng -7/5 7/5-78, 78, Spng 8 Spectal Clusteng Ec Xng Lectue 3, pl 4, 8 Readng: Ec Xng Data Clusteng wo dffeent ctea Compactness, e.g., k-means, mxtue models Connectvty, e.g., spectal clusteng
More informationUnconventional double-current circuit accuracy measures and application in twoparameter
th IMEKO TC Wokshop on Techncal Dagnostcs dvanced measuement tools n techncal dagnostcs fo systems elablty and safety June 6-7 Wasaw Poland nconventonal double-cuent ccut accuacy measues and applcaton
More informationA Queuing Model for an Automated Workstation Receiving Jobs from an Automated Workstation
Intenatonal Jounal of Opeatons Reseach Intenatonal Jounal of Opeatons Reseach Vol. 7, o. 4, 918 (1 A Queung Model fo an Automated Wokstaton Recevng Jobs fom an Automated Wokstaton Davd S. Km School of
More informationTest 1 phy What mass of a material with density ρ is required to make a hollow spherical shell having inner radius r i and outer radius r o?
Test 1 phy 0 1. a) What s the pupose of measuement? b) Wte all fou condtons, whch must be satsfed by a scala poduct. (Use dffeent symbols to dstngush opeatons on ectos fom opeatons on numbes.) c) What
More informationGroupoid and Topological Quotient Group
lobal Jounal of Pue and Appled Mathematcs SSN 0973-768 Volume 3 Numbe 7 07 pp 373-39 Reseach nda Publcatons http://wwwpublcatoncom oupod and Topolocal Quotent oup Mohammad Qasm Manna Depatment of Mathematcs
More informationThe Greatest Deviation Correlation Coefficient and its Geometrical Interpretation
By Rudy A. Gdeon The Unvesty of Montana The Geatest Devaton Coelaton Coeffcent and ts Geometcal Intepetaton The Geatest Devaton Coelaton Coeffcent (GDCC) was ntoduced by Gdeon and Hollste (987). The GDCC
More informationThe Backpropagation Algorithm
The Backpopagaton Algothm Achtectue of Feedfowad Netwok Sgmodal Thehold Functon Contuctng an Obectve Functon Tanng a one-laye netwok by teepet decent Tanng a two-laye netwok by teepet decent Copyght Robet
More informationCHAPTER 7. Multivariate effect sizes indices
CHAPTE 7 Multvaate effect szes ndces Seldom does one fnd that thee s only a sngle dependent vaable nvolved n a study. In Chapte 3 s Example A we have the vaables BDI, POMS_S and POMS_B, n Example E thee
More informationTian Zheng Department of Statistics Columbia University
Haplotype Tansmsson Assocaton (HTA) An "Impotance" Measue fo Selectng Genetc Makes Tan Zheng Depatment of Statstcs Columba Unvesty Ths s a jont wok wth Pofesso Shaw-Hwa Lo n the Depatment of Statstcs at
More informationCorrespondence Analysis & Related Methods
Coespondence Analyss & Related Methods Ineta contbutons n weghted PCA PCA s a method of data vsualzaton whch epesents the tue postons of ponts n a map whch comes closest to all the ponts, closest n sense
More informationCSJM University Class: B.Sc.-II Sub:Physics Paper-II Title: Electromagnetics Unit-1: Electrostatics Lecture: 1 to 4
CSJM Unvesty Class: B.Sc.-II Sub:Physcs Pape-II Ttle: Electomagnetcs Unt-: Electostatcs Lectue: to 4 Electostatcs: It deals the study of behavo of statc o statonay Chages. Electc Chage: It s popety by
More information4/18/2005. Statistical Learning Theory
Statistical Leaning Theoy Statistical Leaning Theoy A model of supevised leaning consists of: a Envionment - Supplying a vecto x with a fixed but unknown pdf F x (x b Teache. It povides a desied esponse
More informationTHE EQUIVALENCE OF GRAM-SCHMIDT AND QR FACTORIZATION (page 227) Gram-Schmidt provides another way to compute a QR decomposition: n
HE EQUIVAENCE OF GRA-SCHID AND QR FACORIZAION (page 7 Ga-Schdt podes anothe way to copute a QR decoposton: n gen ectos,, K, R, Ga-Schdt detenes scalas j such that o + + + [ ] [ ] hs s a QR factozaton of
More informationChapter I Matrices, Vectors, & Vector Calculus 1-1, 1-9, 1-10, 1-11, 1-17, 1-18, 1-25, 1-27, 1-36, 1-37, 1-41.
Chapte I Matces, Vectos, & Vecto Calculus -, -9, -0, -, -7, -8, -5, -7, -36, -37, -4. . Concept of a Scala Consde the aa of patcles shown n the fgue. he mass of the patcle at (,) can be epessed as. M (,
More informationAn innovative use of observations to alleviate weighted-residual asymmetry
MODFLOW and Moe 2006: Managng Gound-Wate Sstems - Confeence Poceedngs, Poete, Hll, & Zheng - www.mnes.edu/gwmc/ An nnovatve use of obsevatons to allevate weghted-esdual asmmet Glbet Bath, Ph.D. S.S. Papadopulos
More information33. 12, or its reciprocal. or its negative.
Page 6 The Point is Measuement In spite of most of what has been said up to this point, we did not undetake this poject with the intent of building bette themometes. The point is to measue the peson. Because
More information1 Similarity Analysis
ME43A/538A/538B Axisymmetic Tubulent Jet 9 Novembe 28 Similaity Analysis. Intoduction Conside the sketch of an axisymmetic, tubulent jet in Figue. Assume that measuements of the downsteam aveage axial
More informationan application to HRQoL
AlmaMate Studoum Unvesty of Bologna A flexle IRT Model fo health questonnae: an applcaton to HRQoL Seena Boccol Gula Cavn Depatment of Statstcal Scence, Unvesty of Bologna 9 th Intenatonal Confeence on
More informationUNIVERSITY OF TRENTO FREQUENCY DOMAIN TESTING OF WAVEFORM DIGITIZERS. Dario Petri. March Technical Report # DIT
UIVERSITY OF TRETO DEPARTMET OF IFORMATIO AD COMMUICATIO TECHOLOGY 385 Povo Tento (Italy), Va Sommave 4 http://www.dt.untn.t FREQUECY DOMAI TESTIG OF WAVEFORM DIGITIZERS Dao Pet Mach 4 Techncal Repot #
More informationgravity r2,1 r2 r1 by m 2,1
Gavtaton Many of the foundatons of classcal echancs wee fst dscoveed when phlosophes (ealy scentsts and atheatcans) ted to explan the oton of planets and stas. Newton s ost faous fo unfyng the oton of
More informationA New Approach for Deriving the Instability Potential for Plates Based on Rigid Body and Force Equilibrium Considerations
Avalable onlne at www.scencedect.com Poceda Engneeng 4 (20) 4 22 The Twelfth East Asa-Pacfc Confeence on Stuctual Engneeng and Constucton A New Appoach fo Devng the Instablty Potental fo Plates Based on
More informationOrder Reduction of Continuous LTI Systems using Harmony Search Optimization with Retention of Dominant Poles
Ode Reducton of Contnuous LTI Systems usng Hamony Seach Optmzaton wth Retenton of Domnant Poles Ode Reducton of Contnuous LTI Systems usng Hamony Seach Optmzaton wth Retenton of Domnant Poles a Akhlesh
More informationA NOVEL DWELLING TIME DESIGN METHOD FOR LOW PROBABILITY OF INTERCEPT IN A COMPLEX RADAR NETWORK
Z. Zhang et al., Int. J. of Desgn & Natue and Ecodynamcs. Vol. 0, No. 4 (205) 30 39 A NOVEL DWELLING TIME DESIGN METHOD FOR LOW PROBABILITY OF INTERCEPT IN A COMPLEX RADAR NETWORK Z. ZHANG,2,3, J. ZHU
More informationEE 5337 Computational Electromagnetics (CEM)
7//28 Instucto D. Raymond Rumpf (95) 747 6958 cumpf@utep.edu EE 5337 Computatonal Electomagnetcs (CEM) Lectue #6 TMM Extas Lectue 6These notes may contan copyghted mateal obtaned unde fa use ules. Dstbuton
More informationPhysics Exam 3
Physcs 114 1 Exam 3 The numbe of ponts fo each secton s noted n backets, []. Choose a total of 35 ponts that wll be gaded that s you may dop (not answe) a total of 5 ponts. Clealy mak on the cove of you
More informationDigital Signal Processing
Dgtal Sgnal Processng Dscrete-tme System Analyss Manar Mohasen Offce: F8 Emal: manar.subh@ut.ac.r School of IT Engneerng Revew of Precedent Class Contnuous Sgnal The value of the sgnal s avalable over
More informationPhysics 1501 Lecture 19
Physcs 1501 ectue 19 Physcs 1501: ectue 19 Today s Agenda Announceents HW#7: due Oct. 1 Mdte 1: aveage 45 % Topcs otatonal Kneatcs otatonal Enegy Moents of Ineta Physcs 1501: ectue 19, Pg 1 Suay (wth copason
More informationPROBLEM SET #1 SOLUTIONS by Robert A. DiStasio Jr.
POBLM S # SOLUIONS by obet A. DiStasio J. Q. he Bon-Oppenheime appoximation is the standad way of appoximating the gound state of a molecula system. Wite down the conditions that detemine the tonic and
More informationMeasurement of the normal acoustic impedance using beamforming method
Jounal of Mechancal Scence and Technology 3 (9) 169~178 Jounal of Mechancal Scence and Technology www.spngeln.com/content/1738-494x DOI 1.17/s16-9-435-z Measuement of the nomal acoustc mpedance usng beamfomng
More informationDynamics of Rigid Bodies
Dynamcs of Rgd Bodes A gd body s one n whch the dstances between consttuent patcles s constant thoughout the moton of the body,.e. t keeps ts shape. Thee ae two knds of gd body moton: 1. Tanslatonal Rectlnea
More informationChem 453/544 Fall /08/03. Exam #1 Solutions
Chem 453/544 Fall 3 /8/3 Exam # Solutions. ( points) Use the genealized compessibility diagam povided on the last page to estimate ove what ange of pessues A at oom tempeatue confoms to the ideal gas law
More informationEXAM NMR (8N090) November , am
EXA NR (8N9) Novembe 5 9, 9. 1. am Remaks: 1. The exam consists of 8 questions, each with 3 pats.. Each question yields the same amount of points. 3. You ae allowed to use the fomula sheet which has been
More informationMAE140 - Linear Circuits - Winter 16 Final, March 16, 2016
ME140 - Lnear rcuts - Wnter 16 Fnal, March 16, 2016 Instructons () The exam s open book. You may use your class notes and textbook. You may use a hand calculator wth no communcaton capabltes. () You have
More informationAsymptotic Waves for a Non Linear System
Int Jounal of Math Analyss, Vol 3, 9, no 8, 359-367 Asymptotc Waves fo a Non Lnea System Hamlaou Abdelhamd Dépatement de Mathématques, Faculté des Scences Unvesté Bad Mokhta BP,Annaba, Algea hamdhamlaou@yahoof
More informationLinks in edge-colored graphs
Lnks n edge-coloed gaphs J.M. Becu, M. Dah, Y. Manoussaks, G. Mendy LRI, Bât. 490, Unvesté Pas-Sud 11, 91405 Osay Cedex, Fance Astact A gaph s k-lnked (k-edge-lnked), k 1, f fo each k pas of vetces x 1,
More informationApproximate Abundance Histograms and Their Use for Genome Size Estimation
J. Hlaváčová (Ed.): ITAT 2017 Poceedngs, pp. 27 34 CEUR Wokshop Poceedngs Vol. 1885, ISSN 1613-0073, c 2017 M. Lpovský, T. Vnař, B. Bejová Appoxmate Abundance Hstogams and The Use fo Genome Sze Estmaton
More informationSchool of Electrical and Computer Engineering, Cornell University. ECE 303: Electromagnetic Fields and Waves. Fall 2007
School of Electical and Compute Engineeing, Conell Univesity ECE 303: Electomagnetic Fields and Waves Fall 007 Homewok 8 Due on Oct. 19, 007 by 5:00 PM Reading Assignments: i) Review the lectue notes.
More informationClosed-loop adaptive optics using a CMOS image quality metric sensor
Closed-loop adaptve optcs usng a CMOS mage qualty metc senso Chueh Tng, Mchael Gles, Adtya Rayankula, and Pual Futh Klpsch School of Electcal and Compute Engneeng ew Mexco State Unvesty Las Cuces, ew Mexco
More informationExact Simplification of Support Vector Solutions
Jounal of Machne Leanng Reseach 2 (200) 293-297 Submtted 3/0; Publshed 2/0 Exact Smplfcaton of Suppot Vecto Solutons Tom Downs TD@ITEE.UQ.EDU.AU School of Infomaton Technology and Electcal Engneeng Unvesty
More information6.3.7 Example with Runga Kutta 4 th order method
6.3.7 Example wth Runga Kutta 4 th order method Agan, as an example, 3 machne, 9 bus system shown n Fg. 6.4 s agan consdered. Intally, the dampng of the generators are neglected (.e. d = 0 for = 1, 2,
More informationAsymptotic Solutions of the Kinetic Boltzmann Equation and Multicomponent Non-Equilibrium Gas Dynamics
Jounal of Appled Mathematcs and Physcs 6 4 687-697 Publshed Onlne August 6 n ScRes http://wwwscpog/jounal/jamp http://dxdoog/436/jamp64877 Asymptotc Solutons of the Knetc Boltzmann Equaton and Multcomponent
More information