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Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M....

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d a m h A , * i d a m m a h o m l o G d i v a D G. M. , * l l e h c t i M g r e o J r e w e i l K , d n a l e i n a D J. , o l l e t s o C r J. * h c s p i l K l o o h c S f o , E C E w e N o c i x e M e t a t S y t i s r e v i n U t p e D . f o l a c i r t c e l E d n a r e t u p m o C , g n i r e e n i g n E w e N y e s r e J e t u t i t s n I f o y g o l o n h c e T t p e D . f o l a c i r t c e l E , g n i r e e n i g n E y t i s r e v i n U f o e r t o N e m a D 7 1 0 2 , 7 h c r a M 1 n o i t a l u m i S o l r a C e t n o M r o f t x e N n o i t a r e n e G e c r u o S d n a n o g n i d o C l e n n a h C G S O t c e n n o C
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Page 1: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

damhA ,*idammahomloG divaD G. M. ,*llehctiMgreoJ reweilK †, dna leinaD J. ,olletsoC rJ . ‡

* hcspilK loohcS fo ,ECE weN ocixeM etatS ytisrevinU † tpeD . fo lacirtcelE dna retupmoC ,gnireenignE weN yesreJ etutitsnI fo

ygolonhceT ‡ tpeD . fo lacirtcelE ,gnireenignE ytisrevinU fo ertoN emaD

7102 ,7 hcraM1

noitalumiS olraC etnoM rof txeN noitareneG ecruoS dna no gnidoC lennahC GSO tcennoC

Page 2: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

eniltuO

noitavitom dna dnuorgkcaB

:1 tcejorp hcraeseR CS( MGDL delpuoC yllaitapS - rof sedoc )MGDL yssol

woL dna gnidoc ecruos - gnidocnE dewodniW ycnetal

:2 tcejorp hcraeseR obruT - noitacinummoc lacitpo deeps hgih rof sedoc ekil

2

Page 3: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

eguleD ataD

labolG rep atipac noitamrofni egasulliw worg morf 51 .5 BG ni 4102 ot

73 BG ni 7102

eliboM ciffart lliw esaercni yb rotcaf01

tI si hguoht taht eht noitamrofnitnuoma demusnoc yb sseleriw dna

elibom secived ydaerla sdeecxe tahtfo deriw ,secived dna lliw eunitnoc ot

worg .

sdnert :are etybatteZ ehT“ ,.cnI smetsyS ocsiC[ dna]5102 yaM ,repap etihw ,”sisylana

3

Page 4: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

noisserpmoC ataD

nI redro ot eldnah eht tsav stnuoma fo atad yteicos lliw ,ecudorp ewdeen tneiciffe dna wol - ytixelpmoc smhtirogla ot ylbailer sserpmoc

dna tcurtsnocer atad .

eW tnaw ot tcurtsnocer eht ecneuqes htiw sa elttil noitrotsid saelbissop htiw a lacitcarp emehcs ( yssol ecruos )gnidoc

ehT etamitlu timil fo noisserpmoc si nwonk nonnahS( 8591 )

4

etar noisserpmoC𝑅 =

𝑚𝑛

Page 5: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

yssoL redocnE ecruoS

5

ecruoSslobmyS

edoCslobmyS

o :laoG fo ecaps ecruos gnippaM

htgnel 𝑛 a otni ot tesbus 𝑉 ∗

fo 𝑉 htgnel fo 𝑛 htiw ytilanidrac | 𝑉 ∗ | � 𝑚

o si gnippam eht :melborPynam - ot - eno nac woH .

?tcurtsnocer ew

Page 6: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

eniltuO noitavitom dna dnuorgkcaB

:1 tcejorp hcraeseR CS( MGDL delpuoC yllaitapS - rof sedoc )MGDL yssol

woL dna gnidoc ecruos - gnidocnE dewodniW ycnetal

:2 tcejorp hcraeseR obruT - noitacinummoc lacitpo deeps hgih rof sedoc ekil

6

Page 7: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

rof sedoC MGDL yssoL gnidoC ecruoS

tcurtsnoc eW sedoc rof yssol llams a gnisu gnidoc ecruos( hparg derutcurts hpargotorp )

a morf deniatbo eb nac hparg egral A hpargotorp yb hparg gnitfil htiw rotcaf gnitfil 𝑀

deipoc si hparg ehT 𝑀 detumrep ylmodnar segde eht dna semiterutcurts hparg eht gniwollof

no desab smhtirogla ytixelpmoc woL noitagaporp feilebhparg esraps eht rof denifed eb nac

,ereH segassem ni drawkcab dna drawrof ylevitareti dessap era a ot egrevnoc ew litnu hparg eht drowedoc 𝒛

)6 ,3( - raluger

7

Page 8: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

rof sedoC MGDL yssoL gnidoC ecruoS

� 𝐽 , 𝐾 � � MGDL( sedoc kcolb MGDL raluger - etar eht eveihca )sCB - rednu timil )DR( noitrotsid )ytixelpmoc hgih( gnidocne lamitpo eht sa

]0102 .la te thgirwniaW[ esaercni seerged edon egareva

a gniylppa yltcerid ,yletanutrofnU wol - ytixelpmoc seod mhtirogla PBsnoitulos )lamitpo raen ro( lamitpo elpitlum era ereht ecnis llew krow ton

lanoitidda nA pets noitamiced elbailer ylhgih tsom eht ot deilppa si eht fo ezis eht ecuder dna sedon xif ew ,noitareti hcae tA .sedon

hparg

� 𝐽 , 𝐾 � � htiw noitrotsid DGPB gnisaercni evah sedoc MGDL raluger htgnel edoc( ytisned hparg gnisaercni 000002 )

)k2 ,k( )6 ,3( )8 ,4( )01 ,5(

𝐷 𝑡𝑝𝑜 9311.0 1111.0 5011.0

𝐷 𝐷𝐺𝑃𝐵 7531.0 0951.0 1181.0

[ ferA ]2102 ,.la te

8

Page 9: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

)K ,J( - raluger CS - sedoc MGDL yb detcurtsnoc era rebmem hcae gnilpuoc fo )K ,J( L fo seires a - raluger MGDL - CB shpargotorp w ot srobhgien sti fo

o thgilS ta ytiralugerri hparg fo sdne

o egraL eht morf detfil eb nac sedochpargotorp

o htgnel niahC 𝐿 tnereffid sevig stluser

o )K ,J( eht etoned eW - CS raluger -)K ,J(CS elbmesne MGDL

2=w1 2 3 4 5 L

9

CS - rof sedoC MGDL yssoL gnidoC ecruoS

Page 10: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

)K ,J( - raluger CS - sedoc MGDL yb detcurtsnoc era rebmem hcae gnilpuoc fo )K ,J( L fo seires a - raluger MGDL - CB shpargotorp w ot srobhgien sti fo

o thgilS ta ytiralugerri hparg fo sdne

o egraL eht morf detfil eb nac sedochpargotorp

o htgnel niahC 𝐿 tnereffid sevig stluser

o )K ,J( eht etoned eW - CS raluger -)K ,J(CS elbmesne MGDL

2=w1 2 3 4 5 L

9

CS - rof sedoC MGDL yssoL gnidoC ecruoS

Page 11: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

)K ,J( - raluger CS - sedoc MGDL yb detcurtsnoc era rebmem hcae gnilpuoc fo )K ,J( L fo seires a - raluger MGDL - CB shpargotorp w ot srobhgien sti fo

o thgilS ta ytiralugerri hparg fo sdne

o egraL eht morf detfil eb nac sedochpargotorp

o htgnel niahC 𝐿 tnereffid sevig stluser

o )K ,J( eht etoned eW - CS raluger -)K ,J(CS elbmesne MGDL

2=w1 2 3 4 5 L

9

CS - rof sedoC MGDL yssoL gnidoC ecruoS

Page 12: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

)K ,J( - raluger CS - sedoc MGDL yb detcurtsnoc era rebmem hcae gnilpuoc fo )K ,J( L fo seires a - raluger MGDL - CB shpargotorp w ot srobhgien sti fo

o thgilS ta ytiralugerri hparg fo sdne

o egraL eht morf detfil eb nac sedochpargotorp

o htgnel niahC 𝐿 tnereffid sevig stluser

o )K ,J( eht etoned eW - CS raluger -)K ,J(CS elbmesne MGDL

2=w1 2 3 4 5 L

9

CS - rof sedoC MGDL yssoL gnidoC ecruoS

Page 13: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

)K ,J( - raluger CS - sedoc MGDL yb detcurtsnoc era rebmem hcae gnilpuoc fo )K ,J( L fo seires a - raluger MGDL - CB shpargotorp w ot srobhgien sti fo

o thgilS ta ytiralugerri hparg fo sdne

o egraL eht morf detfil eb nac sedochpargotorp

o htgnel niahC 𝐿 tnereffid sevig stluser

o )K ,J( eht etoned eW - CS raluger -)K ,J(CS elbmesne MGDL

2=w1 2 3 4 5 L

9

CS - rof sedoC MGDL yssoL gnidoC ecruoS

Page 14: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

)K ,J( - raluger CS - sedoc MGDL yb detcurtsnoc era rebmem hcae gnilpuoc fo )K ,J( L fo seires a - raluger MGDL - CB shpargotorp w ot srobhgien sti fo

o thgilS ta ytiralugerri hparg fo sdne

o egraL eht morf detfil eb nac sedochpargotorp

o htgnel niahC 𝐿 tnereffid sevig stluser

o )K ,J( eht etoned eW - CS raluger -)K ,J(CS elbmesne MGDL

2=w1 2 3 4 5 L

9

CS - rof sedoC MGDL yssoL gnidoC ecruoS

Page 15: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

)K ,J( - raluger CS - sedoc MGDL yb detcurtsnoc era rebmem hcae gnilpuoc fo )K ,J( L fo seires a - raluger MGDL - CB shpargotorp w ot srobhgien sti fo

o thgilS ta ytiralugerri hparg fo sdne

o egraL eht morf detfil eb nac sedochpargotorp

o htgnel niahC 𝐿 tnereffid sevig stluser

o )K ,J( eht etoned eW - CS raluger -)K ,J(CS elbmesne MGDL

2=w1 2 3 4 5 L

9

CS - rof sedoC MGDL yssoL gnidoC ecruoS

Page 16: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

noitalumiS olraC etnoM

etnoM stnemirepxe olraC ssalc daorb a era smhtirogla lanoitatupmoc fo yler taht no ot gnilpmas modnar detaeper si aedi laitnesse riehT .stluser laciremun niatbo

ot ssenmodnar gnisu ni citsinimreted eb thgim taht smelborp evlos elpicnirp

oT esu ew hcaorppa ruo yfirev olraC etnoM :swollof sa noitalumis.1 ecneuqes ecruos modnar a etareneG 𝑃 � 𝑋 𝑖 � 0 � � 𝑃 � 𝑋 𝑖 � 1 � � 1 / 2.2 mhtiroglA nuR.3 ecruos lanigiro morf noitrotsid erusaem ,noitanimret nopU.4 stluser eht etagergga dna taepeR .

esu yllacipyt eW slairt 0001 yllacitsitats a niatbo ot )01~( tes retemarap rep elbailer tluser

hcaE ecruos rof sdees modnar tnereffid htiw yltnednepedni nur eb nac lairtsi noitalumis eht os ,noitareneg elbazilellarap ylhgih

01

Page 17: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

gnidocnE kcolB dexif rof stluser laciremuN 𝑀 � 215 gnisaercni dna 𝐿

11

o sA 𝐿 eht dna sesaerced etar eht ,sesaercni sesaerced timil DR eht ot pag yllaitnenopxe

o ,gnidocne PB ytixelpmoc wol htiw nevE ecnamrofrep eht sevorpmi hparg htiw

ytisned

o htiw timil DR )lamitpo( eht eveihca eWwol - ytixelpmoc egassem )lamitpobus(

gnidoced gnissap

o revo ,slairt 0001 nar ew ,tniop hcae teg oTstes retemarap tnereffid

gnitupmoc fo sruoh 6 sboj lellarap 0002

.J ,llehctiM .M .G .D ,idammahomloG .A reweilK yllaitaps fo gnidocne dewodniW" ,.rJ ,olletsoC .J .D dna , rof sedoc MGDL delpuoc yssol ni ".noisserpmoc ecruos corP .tnI EEEI , pmyS .6102 ,yroehT .fnI .

Page 18: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

CS fo gnidocnE dewodniW - sedoc MGDL

o a setavitom erutcurts niahc ehT gnidilswodniw gnimaerts rof gnidocne

o eht retfA 𝑀 tegrat ,detamiced era stib eno stfihs wodniw eht eht dna noitisop

𝑀 era slobmys xedni detaicossadedocne

o fo ycnetal ehT gnidocnE dewodniW )EW( si 𝑊𝑀2 kcolb“ eht ot derapmoc

ycnetal ”gnidocne 𝐿𝑀2( 𝑊 ≪ 𝐿 )

21

𝑊 � 3

𝑀 tegrat stib

stib tsaP stib erutuF

o rewol ,ycnetal rewol teg lliw eW yromem ecuder dna ,ytixelpmoc

?mrofrep ti seod woh tub stnemeriuqer

o ralimiS tes noitalumis - yfirev ot pu

Page 19: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

CS fo gnidocnE dewodniW - sedoc MGDL

o a setavitom erutcurts niahc ehT gnidilswodniw gnimaerts rof gnidocne

o eht retfA 𝑀 tegrat ,detamiced era stib eno stfihs wodniw eht eht dna noitisop

𝑀 era slobmys xedni detaicossadedocne

o fo ycnetal ehT gnidocnE dewodniW )EW( si 𝑊𝑀2 kcolb“ eht ot derapmoc

ycnetal ”gnidocne 𝐿𝑀2( 𝑊 ≪ 𝐿 )

21

𝑊 � 3

𝑀 tegrat stib

stib tsaP stib erutuF

o rewol ,ycnetal rewol teg lliw eW yromem ecuder dna ,ytixelpmoc

?mrofrep ti seod woh tub stnemeriuqer

o ralimiS tes noitalumis - yfirev ot pu

Page 20: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

tfoS deifidoM - noitamiceD

o tniop niatrec a dnoyeb W gnisaercnI noitrotsid ni sniag llams ni stluserycnetal gnisaercni tub ,ecnamrofrep

o 4(CS ,)8 , 𝐿 � 001 , 𝑀 � 215 , 𝑅 � 0 . 0505 , 𝐷 ℎ𝑆 � 0 . 4801 , 𝑊 � 01

𝐷 𝑛𝑖𝑊 � 0 . 2711 𝐷 𝑘𝑐𝑜𝑙𝐵 � 0 . 5311

o revo ,slairt 0001 nur ew ,tniop hcae teg oT retemarap tnereffid stes

gnitupmoc fo sruoh 6 sboj lellarap 0002

31

� 𝑊𝑀2 )ycnetal

.J ,llehctiM .M .G .D ,idammahomloG .A reweilK rof sedoc MGDL delpuoc yllaitaps fo gnidocne dewodniW" ,.rJ ,olletsoC .J .D dna , yssol ni ".noisserpmoc ecruos corP .tnI EEEI , pmyS .6102 ,yroehT .fnI .

.J ,idammahomloG .A reweilK CS fo ytixelpmoc gnidocne dewodniw eht nO" ,llehctiM .M .G .D dna ,.rJ ,olletsoC .J .D , - rof sedoc MGDL yssolnI ".noisserpmoc ecruos .6102 ,)ATISI( snoitacilppA stI dna yroehT noitamrofnI

Page 21: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

noitamiced dlohserhT

o sedoc )8 ,4(CS � 𝐿 � 23 , 𝑊 � 4 , … , 21 � mrofreptuo

rof tpecxe sedoc ralugerri ehtsezis wodniw llams yrev

o kcolb MGDL ralugerri ehT 202 dewolla saw edoc

snoitareti

o CS ehT - erew sedoc MGDL dlohserht a htiw dedocne 𝜃 �

0 . 9999 egareva na gnivig edon rep setadpu fo rebmun

202 fo

etats na rof ecnamrofrep noitrotsiD - fo - eht - MGDL dezimitpo ralugerri tra - CB[ ariehnatsaC & oiremaG ]2102 ,

41

Page 22: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

noitalumiS gnidocnE dewodniW/kcolB GSO notcennoC

00003 noitalumis htgnel edoc dna epyt hcae rof

51

epyT

)4 ,2( CS

)6 ,3( CS

)8 ,4( CS

)01 ,5( CS

)21 ,6( CS

CS - xirtam MGDL)215=M(

k2 - L2 k55 - L55

k4 - L4 k46 - L46

k6 - L6 k08 - L08

k8 - L8 k001 - L001

k01 - L01 k021 - L021

k21 - L21 k061 - L061

k61 - L61 k081 - L081

k02 - L02 k002 - L002

k62 - L62 k003 - L003

k23 - L23

k54 - L54

gnitfiLrotcaf

)M(

821291652023046238420106718402

.J ,llehctiM .M .G .D ,idammahomloG .A reweilK yllaitaps fo gnidocne dewodniW" ,.rJ ,olletsoC .J .D dna , rof sedoc MGDL delpuoc yssol ni ".noisserpmoc ecruos corP .tnI EEEI , pmyS .6102 ,yroehT .fnI .

Page 23: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

smelborP emoS selif gnissiM.1 selif tuptuo etareneg t’nod sedon emoS.2 ytpme era yeht tub ,detareneg era selif tuptuo atad kcehc dna esrap ot stpircs etaerC :noituloS - er - nur

snoitalumis melborp

emit noitucexE ,)emit noitalumis detcepxe dna( noitalumis emas eht roF srehto eht naht retsaf hcum stluser setareneg sedon emos

( etal yad eno )esac emos ni

61

Page 24: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

eniltuO noitavitom dna dnuorgkcaB

:1 tcejorp hcraeseR CS( MGDL delpuoC yllaitapS - rof sedoc )MGDL yssol

woL dna gnidoc ecruos - gnidocnE dewodniW ycnetal

:2 tcejorp hcraeseR obruT - lacitpo deeps hgih rof sedoc ekil

noitacinummoc

71

Page 25: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

lennahC gnidoC

81

rof noitamrofni tcetorp ot dedda si ycnadnuder ,gnidoc lennahc nI ysion a revo noitacinummoc lennahc

modnar etareneg ew erehw ,desu eb nac sdohtem olraC etnoM ,niagA dettimsnart edoced yldetaeper dna snrettap esion sdrowedoc

rof elbatius era os ,shparg esraps no denifed osla era sedoc CPDLgnidoced noitagaporp feileb

Page 26: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

nosirapmoC ecnamrofreP ecnamrofreP eht ,)CCB( edoc lanoitulovnoc dediarb dengised ruo fo nosirapmoc

etats a dna ,)ETL G4( edoc obrut dradnats 0002 AMDC - fo - eht - )6,3( tra - ralugerCS - edoc CPDL

91

o stib K84 ycnetal evah sedoc llA

o obrut eht smrofreptuo CCB ehTCS eht dna edoc - edoc CPDL

o on swohs noitalumis CCB ehT ot nwod roolf rorre na fo noitacidni

fo REB a 01 − 8 867 ,223 ,2 gnisu ecnamrofrep hgih a fo sruoh

gnitupmoc retsulc .

.M ,llehctiM .M .G .D ,*uhZ .M reiamtneL .corP ”,sedoC lanoitulovnoC dediarB fo gnidoceD wodniW“ ,iaB .B dna ,.rJ ,olletsoC .J .D ,341 .pp ,pohskroW yroehT noitamrofnI EEEI - ,741 ujeJ .5102 .tcO ,aeroK ,dnalsI

.M ,.rJ ,olletsoC .J .D reiamtneL .corP ,klat etonyek ”,sedoC lanoitulovnoC dediarB no sevitcepsreP weN“ ,llehctiM .M .G .D dna ,004 .pp ,gnissecorP noitamrofnI evitaretI dna sedoC obruT no muisopmyS lanoitanretnI - .6102 .tpeS ,ecnarF ,tserB ,504

.M ,llehctiM .M .G .D ,*uhZ .M reiamtneL woL htiw sedoC lanoitulovnoC dediarB“ ,iaB .B dna ,.rJ ,olletsoC .J .D , - gnidilS ycnetaL.snoitacinummoC no snoitcasnarT EEEI eht ot dettimbus ”,gnidoceD wodniW

Page 27: Monte Carlo Simulation for Next Generatio n Source and ... · Ah m ad Gol m oha mm adi*, David G.M. Mitchell*, Joe rg Kliewer †, and Daniel J. Costello, Jr. ‡ * Klipsch School

noisulcnoC

nac sedoc ecruos desab hparg lanoitulovnoc esrapS a htiw noisserpmoc atad fo timil latnemadnuf eht hcaorppa

ytixelpmoc wol mhtirogla

nac sedoc ralimis ,melborp gnidoc lennahc eht roF ralimis rednu semehcs gnidoc nwonk tseb eht mrofreptuo

sretemarap metsys

eguh deen ew ,stluser eseht yfirev yllaciremun oT sihT .sdohtem olraC etnoM fo egasu ruoh lanoitatupmoc

GSO tuohtiw elbissop eb ton dluow02


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