Channel Capacity of Distributed Antenna Network Using Transmit/Receive Diversity in a Multi-cell Environment

Size: px
Start display at page:

Download "Channel Capacity of Distributed Antenna Network Using Transmit/Receive Diversity in a Multi-cell Environment"

Transcription

1 Cae Capa of Dbued Aea ewo Ug a/reeve Dve a u-e voe Sa KUAGAI Ruue ASUKAA auo BARA ad uu ADACI Dep of ea ad Couao geeg Gaduae Soo of geeg oou Uve Aza-Aoba Aaa Aoba-u Seda JAA -a: {uaga auawa obaa}@obeeeoouap ada@eeoouap Aba Dbued aea ewo DA a pog wee ewo w a gae e pa of daedepede/adowg oe ad fadg eue-doa pae-e bo oded-o a/eeve dve D- SBC-JRD a aea dve eue w aow a aba ube of a aea we eepg e odg ae oa ad uabe fo e dow ao I oba e feue-dve ga b expog e feueeeve fadg ae ad pove e ga-o-efeee pu oe powe ao SIR a u-e evoe I pape we evauae e ae apa dbuo of dow ge-ae SC- DA ug D-SBC-JRD a u-e evoe I ow a u-e SC-DA ug D- SBC-JRD a aow e ge-feue eue Kewod; ae apa dbued aea ewo aea dve a feue-doa euazao oae efeee I IRDUCI I e obe ouao e eeved powe gfa degade due o pa o adowg o ad fadg I e eua ewo e ga-o-oe ao SR ad ga-o-o-ae efeee ao SIR of e ue oaed ea e e edge dop ue ofe [] Dbued aea ewo DA []-[4] a pog ewo w a gae e pa of dae-depede/adowg oe ad fadg I DA a aea oeed w e ga poeg ee SC b ea of opa fbe abe o wee ae paa dbued o a oe aea a awa be vbe fo a obe ea w a g pobab eue-doa pae-e bo oded-o a/eeve dve D-SBC-JRD [5] a aea dve eue obed w feue-doa a euazao D [6]-[8] I a aow a aba ube of a aea we eepg e odg ae oa e odg ae deeed b e ube of eeve aea Se e deodg a e doe o eue e ae ae foao CSI e opex pobe of eeve a be aevaed eefoe D-SBC-JRD uabe fo e DA dow appao I oba e feue-dve ga b expog e feue-eeve fadg ae ad ao pove e SR ad SIR u e ga-o-efeee pu oe powe ao SIR a u-e evoe Due o ow pea-o-aveage powe ao AR pope e ge-ae SC wavefo aave Ree e a D a bee uded fo e appao o D-SBC-JRD [9] I [9] o wae-fg ad axa ao a -R D weg w axze e aevabe apa wa deved aug e ge-e evoe I a eua DA oveoa e epaed b a e of DA ad e ae feue eued dffee DA e eefoe a o pee eua e e o-ae efeee CCI e pefoae I pape we exed ou ud o e ae of u-e evoe ad deve e a D fo D-SBC-JRD b ag o aou e CCI fo uoudg DA e e w evauae e ae apa dbuo of u-e SC-DA ug D-SBC-JRD b oe Cao uea opuao eod e eade of pape ogazed a foow I Se II e SC-DA dow ode peeed Seo III debe e ppe of D-SBC-JRD I Se IV a ew -R D a ae o aou e CCI deved b e agage upe eod [] I Se V we du e ae apa dbuo Seo VI offe oe ouo II SC-DA DIK RASISSI A SC-DA dow ode e ode a SC-DA w a aea ae dbued ove a e a ow g I pape aued a 7 aea ae dbued ea DA e A ge ue avg aea pe e aued a aea ae eeed fo ee 7 aea fo e D-SBC- JRD dow ao Sa o e pee eua ewo [] e ae feue eued paa epaaed DA e o effe uze e ed feue badwd e avaabe feue badwd dvded o ub-bad aed e ue ze gue uae e CCI ode of 3 e ee e # e e of ee ee ae 6 CCI e e f e ad CCI e e eod e # 3 3 Dbued aea obe ea gue SC-DA e ode #3 # #4 # #3 #4 # # # #5 # #9 #6 #5 #6 #7 #8 #8 #7 Co-ae e Co-ae efeee gue CCI ode of 3

2 B Cae ode e boadbad ae aaezed b dadepede pa o og-oa dbued adowg o ad feue-eeve fadg e ga powe x eeved a fo e ga aed fo e dbued aea a be odeed a [] η α x x wee x e a powe e dae bewee e dbued aea ad α e pa o expoe ad η e adowg o db avg zeo-ea ad adad devao σ B odug e oazed dae α d / ad e oazed a powe x x w beg e e adu ewe a x x η wee α d Aug a e feue-eeve ae opoed of d pa e ae pue epoe τ bewee e a aea ad e eeve aea expeed a τ τ τ δ 3 wee ad τ ae epeve e opex-vaued pa ga ad e dea e of e pa w [ ] δτ e dea fuo Aea eeo a poa ue I pape aea avg e age uae u of e pa ga ae eeed fo D- SBC-JRD dow ao III D-SBC-JRD CDIG/DCDIG e dow ao ode of SC-DA ug D- SBC-JRD uaed g 3 e daa bo euee o be aed dvded o a euee of J bo of daa bo ea wee deoe e ze of fa oue afo A euee of J bo D-SBC-JRD eoded o paae euee of Q bo ea ea bo o of daa bo D-SBC-JRD a ue a aba ube of a aea we eepg e odg ae oa e oe ad a e ube of eeve aea eae e odg ae R deeae [5] A obao of J ad Q ow abe o of eeve aea abe J Q ad R o of a bo bo J o of oded bo Q / /4 Codg ae RJ/Q Daa Daa oduao # # x GI GI -po X -po D-SBC-JRD eode -po S S D-SBC-JRD deode -po I -po I GI # GI eue-doa Sga deeo gue 3 Dow ao ode of SC-DA ug D-SBC-JRD A D-SBC-JRD eodg e a bo bo epeeed veo fo a x [x x ] J Befoe eodg -po apped o afo x o e feue-doa ga veo X [X X ] a X x 4 wee π π e e 5 π π e e a ax D-SBC-JRD eodg aed ou a foow X eoded o X Q a fo > ee [5] X X fo X X 6 X X fo X X e X uped b e a D weg ax o oba e eoded ga veo S [S S ] Q ad w a be expeed a S S S X 7 S wee e powe oazao fao gve b ad e a weg ax gve a # Daa 8

3 9 w dag[ ] ad w w be deved Se IV S afoed b -po vee I o e e-doa ga bo [ ] a S wee x e oazed oa a bo eeg w x x beg e oazed oa a powe ad beg e bo duao e ea apoe opeao Befoe ao e a g bo ea ga bo ae oped a a pefx C ad eed o e guad eva GI paed a e begg of ea bo B D-SBC-JRD deodg e GI-eoved eeved ga bo a be expeed ug e ax fo a wee [ ] e f eod ad d e of g ad de ae e deed ga CCI ad oe epeve e ae pue epoe ax gve a w 3 e ae pue epoe ax bewee e a aea e o-ae e ad e eeve aea e e of ee [ ] e oe veo wee [ ] e zeo-ea opex-vaued ado vaabe avg vaae / w beg e oe-ded powe peu de of addve we Gaua oe AG e eeved ga bo afoed b -po o e feue-doa ga a X X 4 wee [ ] ad [ ] ae e feue-doa eeved ga ad e oe veo of e eeve aea epeve Se a ua ax e egevaue deopoo ug a be apped ad we oba [ ] dag 5 wee / τ exp π B odug 6 4 a be ewe a X X 7 D-SBC-JRD deodg doe o o oba [ ] a fo > ee [5]

4 fo 8 fo eg a be we a x 9 ' Z ' wee Z e CCI veo fo e e ad e feue-doa zeo-ea oe veo avg vaae / IV IA RASI IG Appoxag e u of CCI ad Gaua oe a a ew Gaua oe SIR γ of e feue opoe afe D-SBC-JRD deodg a be gve a γ wee λ ' λ ' e oazed CCI powe e ae apa of SC- DA dow ug D-SBC-JRD gve a C R og γ bp/z/e e wa o deve e a D weg a axze e ae apa ude e oa a powe oa e axzao pobe a be we a ax C { } 3 e oweve e above axzao pobe ue dffu o ove e ue e uppe-boud of Ug e Cau- Swaz eua [] a be uppe-bouded a R C og λ 4 I 4 e eua od f ad o f 5 e axzao pobe a be oveed o a oave opzao pobe ude e oa a powe oa [] oowg o [3] e ouo e -R D weg ad gve a fo e ae of bev e devao oed 6 ax λ ϕ wee φ oe o a o af e opa weg a podu of wo e: oe ao a/eeve aea ad e oe ao e feuee I a be udeood fo 6 a e powe aoao doe ao feuee baed o e wae-fg eo ad ao a aea baed o R e -R D weg a ge-e evoe wa deved [9] a 7 ax ϕ Copao bewee 6 ad 7 ow a e powe aoao doe o axze e SR a ge-e ae we o axze e SIR a u-e ae V URICA VAUAI A uea evauao odo e ae apa dbuo evauaed b oe Cao uea opuao eod aug eua oa a powe fo a DA e A ge ue avg aea oaed ado ea e e CCI fo 8 oae e e f ad eod e odeed ee g e uea opuao odo uazed abe e ae aued o be a feue-eeve bo Raeg fadg ae avg a bo-paed 6- pa ufo powe dea pofe e [ ] / Idea ae eao aued abe uea evauao odo adg pe Bo Raeg fadg owe dea pofe Ufo o of pa 6 e dea τ a o expoe α35 Sadowg o adad devao σ7 db ze 56 Cae eao Idea

5 B Capa dbuo gue 4 po e 5%-ouage apa beow w e ae apa fa w 5% pobab a a fuo of w a a paaee fo ge feue eue we e oazed a / db I a be ee fo g 4 a e ae apa eae w bu beoe ao auaed beod 34 A fo foud o axze e apa a oeuee of ade-off bewee e dve ga ad e odg ae Ieag eae e dve ga bu e odg ae edue o 3/4 we eae o 3 ee abe A a eu 4 a opa oe gue 5 po e 5%-ouage apa a a fuo of e ue ze w e oazed a / a a paaee we 4 o opao e 5%-ouage apae ug R weg [4] ad SR baed -R weg of 7 ae ao poed I a be ee fo g 5 a e 5%-ouage apa axzed we e og CCI pee e SIR baed -R weg of 6 povde e ge apa Aodg o e uea eu paube a e ae feue a be eued eve e ae e A oe deaed vegao a eeg fuue ud 5 5%-ouage apa bp/z/e 5%-ouage apa bp/z/e o of a aea gue 4 Ipa of ad / db 3 4 SIR baed -R SR baed -R R Cue ze gue 5 Ipa of / db / db 4 VI CCUSI I pape we vegaed e ae apa dbuo of u-e SC-DA ug D-SBC-JRD I wa ow a SC-DA ug D-SBC-JRD a aow e ge feue eue I paube a e ae feue eued eve e ae e A oe deaed vegao of e ao pefoae ef a a eeg fuue ud RRCS [] A God ee Couao Cabdge Uve e 5 [] A A Sae A J Ruao ad R S Roa Dbued aea fo doo ado ouao I a Cou Vo 35 o pp 45-5 De 987 [3] Co ad J G Adew Dow pefoae ad apa of dbued aea e a ue evoe I a ee Cou Vo 6o pp Ja 7 [4] Kudo ad Ada Sud of a u-op ouao a vua eua e o 6 Ieaoa Spou o ee eoa ueda Couao C Vo3 pp6-65 ooua Japa 9-3 [5] oeba S aaoa ad Ada eue-doa peeuazao a dve fo C-CDA up ao IIC a Cou Vo 88-B o pp eb 5 [6] a-u Co ad Ro D u eue doa pe-euazao w a dve fo IS boadbad wee ouao o I 56 Veua eoog Cofeee VC-a Vaouve Caada 4-8 Sep [7] Ada K aeda ad oeba eue-doa peeuazao fo pead peu ge-ae ao IIC a Cou Vo 88-B o 7 pp Ju 5 [8] oeba S aaoa ad Ada eue-doa peeuazao a dve fo C-CDA up ao IIC a Cou Vo 88-B o pp eb 5 [9] auda R auawa baa Kazu aeda ad Ada Cae apa of dbued aea ewo ug pae-e bo oded-o a/eeve dve o I Ieaoa Cofeee o Couao Se I ICCS Sgapoe 7-9 ov [] R auawa baa Kazu aeda ad Ada Sge-ae dbued aea ewo dow ug o a/eeve dve o I Ieaoa Cofeee o Couao Se I ICCS Sgapoe 7-9 ov [] S Bod ad Vadebege Covex pzao Cabdge 6 [] J G oa Dga Couao 4 ed Gaw- [3] Ku ad A ue oea pogag o d Beee Spou pp Uv of Cafoa e [4] auda oeba ad Ada Cae apa of dbued Aea e ug axa ao ao o 5 I VS Aa af ee Couao Spou ACS8 oou Uve Seda Japa - Aug 8

On Probability Density Function of the Quotient of Generalized Order Statistics from the Weibull Distribution

On Probability Density Function of the Quotient of Generalized Order Statistics from the Weibull Distribution ISSN 684-843 Joua of Sac Voue 5 8 pp. 7-5 O Pobaby Dey Fuco of he Quoe of Geeaed Ode Sac fo he Webu Dbuo Abac The pobaby dey fuco of Muhaad Aee X k Y k Z whee k X ad Y k ae h ad h geeaed ode ac fo Webu

More information

ON THE EXTENSION OF WEAK ARMENDARIZ RINGS RELATIVE TO A MONOID

ON THE EXTENSION OF WEAK ARMENDARIZ RINGS RELATIVE TO A MONOID wwweo/voue/vo9iue/ijas_9 9f ON THE EXTENSION OF WEAK AENDAIZ INGS ELATIVE TO A ONOID Eye A & Ayou Eoy Dee of e Nowe No Uvey Lzou 77 C Dee of e Uvey of Kou Ou Su E-: eye76@o; you975@yooo ABSTACT Fo oo we

More information

APPLICATION OF A Z-TRANSFORMS METHOD FOR INVESTIGATION OF MARKOV G-NETWORKS

APPLICATION OF A Z-TRANSFORMS METHOD FOR INVESTIGATION OF MARKOV G-NETWORKS Joa of Aed Mahema ad Comaoa Meha 4 3( 6-73 APPLCATON OF A Z-TRANSFORMS METHOD FOR NVESTGATON OF MARKOV G-NETWORKS Mha Maay Vo Nameo e of Mahema Ceohowa Uey of Tehoogy Cęohowa Poad Fay of Mahema ad Come

More information

X-Ray Notes, Part III

X-Ray Notes, Part III oll 6 X-y oe 3: Pe X-Ry oe, P III oe Deeo Coe oupu o x-y ye h look lke h: We efe ue of que lhly ffee efo h ue y ovk: Co: C ΔS S Sl o oe Ro: SR S Co o oe Ro: CR ΔS C SR Pevouly, we ee he SR fo ye hv pxel

More information

T T V e g em D e j ) a S D } a o "m ek j g ed b m "d mq m [ d, )

T T V e g em D e j ) a S D } a o m ek j g ed b m d mq m [ d, ) . ) 6 3 ; 6 ;, G E E W T S W X D ^ L J R Y [ _ ` E ) '" " " -, 7 4-4 4-4 ; ; 7 4 4 4 4 4 ;= : " B C CA BA " ) 3D H E V U T T V e g em D e j ) a S D } a o "m ek j g ed b m "d mq m [ d, ) W X 6 G.. 6 [ X

More information

Fun and Fascinating Bible Reference for Kids Ages 8 to 12. starts on page 3! starts on page 163!

Fun and Fascinating Bible Reference for Kids Ages 8 to 12. starts on page 3! starts on page 163! F a Faa R K 8 12 a a 3! a a 163! 2013 a P, I. ISN 978-1-62416-216-9. N a a a a a, a,. C a a a a P, a 500 a a aa a. W, : F G: K Fa a Q &, a P, I. U. L aa a a a Fa a Q & a. C a 2 (M) Ta H P M (K) Wa P a

More information

Scripture quotations marked cev are from the Contemporary English Version, Copyright 1991, 1992, 1995 by American Bible Society. Used by permission.

Scripture quotations marked cev are from the Contemporary English Version, Copyright 1991, 1992, 1995 by American Bible Society. Used by permission. N Ra: E K B Da a a B a a, a-a- a aa, a a. T, a a. 2009 Ba P, I. ISBN 978-1-60260-296-0. N a a a a a, a,. C a a a Ba P, a 500 a a aa a. W, : F K B Da, Ba P, I. U. S a a a a K Ja V B. S a a a a N K Ja V.

More information

Support Appendix The Logistics Impact of a Mixture of Order-Streams in a Manufacturer-Retailer System Ananth V Iyer and Apurva Jain

Support Appendix The Logistics Impact of a Mixture of Order-Streams in a Manufacturer-Retailer System Ananth V Iyer and Apurva Jain So Aedx Te og Ia o a Mxe o Ode-Sea a Maae-Reale Sye Aa V Iye ad Ava Ja Teoe 4: e ad q be e obably geeag o o e eady-ae be o ode ee e ye by a avg H ode ad a M ode eevely Te ad q Wee ad be e ee oo o e ollowg

More information

IMACS CONTROL ELECTRONICS

IMACS CONTROL ELECTRONICS e Io ell el e d peop (I) I OO OI ee Iuo of o e Oevoe ee de, lfo 0 O () () I ex ee I le of oe.do ex ee I lo. le: I ove ee ze: le: l e:. I evo: Il e: e: ep00 :0:. ee 0 of 0 le: :\OI\I u 0\oo ool ye\i oo

More information

c- : r - C ' ',. A a \ V

c- : r - C ' ',. A a \ V HS PAGE DECLASSFED AW EO 2958 c C \ V A A a HS PAGE DECLASSFED AW EO 2958 HS PAGE DECLASSFED AW EO 2958 = N! [! D!! * J!! [ c 9 c 6 j C v C! ( «! Y y Y ^ L! J ( ) J! J ~ n + ~ L a Y C + J " J 7 = [ " S!

More information

-HYBRID LAPLACE TRANSFORM AND APPLICATIONS TO MULTIDIMENSIONAL HYBRID SYSTEMS. PART II: DETERMINING THE ORIGINAL

-HYBRID LAPLACE TRANSFORM AND APPLICATIONS TO MULTIDIMENSIONAL HYBRID SYSTEMS. PART II: DETERMINING THE ORIGINAL UPB Sc B See A Vo 72 I 3 2 ISSN 223-727 MUTIPE -HYBRID APACE TRANSORM AND APPICATIONS TO MUTIDIMENSIONA HYBRID SYSTEMS PART II: DETERMININ THE ORIINA Ve PREPEIŢĂ Te VASIACHE 2 Ace co copeeă oă - pce he

More information

T h e C S E T I P r o j e c t

T h e C S E T I P r o j e c t T h e P r o j e c t T H E P R O J E C T T A B L E O F C O N T E N T S A r t i c l e P a g e C o m p r e h e n s i v e A s s es s m e n t o f t h e U F O / E T I P h e n o m e n o n M a y 1 9 9 1 1 E T

More information

African Journal of Science and Technology (AJST) Science and Engineering Series Vol. 4, No. 2, pp GENERALISED DELETION DESIGNS

African Journal of Science and Technology (AJST) Science and Engineering Series Vol. 4, No. 2, pp GENERALISED DELETION DESIGNS Af Joul of See Tehology (AJST) See Egeeg See Vol. 4, No.,. 7-79 GENERALISED DELETION DESIGNS Mhel Ku Gh Joh Wylff Ohbo Dee of Mhe, Uvey of Nob, P. O. Bo 3097, Nob, Key ABSTRACT:- I h e yel gle ele fol

More information

14.3 Frequency-nonselective, slowly fading channel Frequency-nonselective, slowly fading channel. Ideal performance under AWGN

14.3 Frequency-nonselective, slowly fading channel Frequency-nonselective, slowly fading channel. Ideal performance under AWGN CUCM --- Po-g Che --- 43 Fequey-oeeve owy adg hae Oevao o Fo he gue o aheve a PO eve o 4 he ye u povde a SR hghe ha 35dB whh o o paa So aeave ouo houd e ae o opeae he adg ee uh a he ue o eduday e dvey

More information

A L A BA M A L A W R E V IE W

A L A BA M A L A W R E V IE W A L A BA M A L A W R E V IE W Volume 52 Fall 2000 Number 1 B E F O R E D I S A B I L I T Y C I V I L R I G HT S : C I V I L W A R P E N S I O N S A N D TH E P O L I T I C S O F D I S A B I L I T Y I N

More information

P a g e 3 6 of R e p o r t P B 4 / 0 9

P a g e 3 6 of R e p o r t P B 4 / 0 9 P a g e 3 6 of R e p o r t P B 4 / 0 9 p r o t e c t h um a n h e a l t h a n d p r o p e r t y fr om t h e d a n g e rs i n h e r e n t i n m i n i n g o p e r a t i o n s s u c h a s a q u a r r y. J

More information

P a g e 5 1 of R e p o r t P B 4 / 0 9

P a g e 5 1 of R e p o r t P B 4 / 0 9 P a g e 5 1 of R e p o r t P B 4 / 0 9 J A R T a l s o c o n c l u d e d t h a t a l t h o u g h t h e i n t e n t o f N e l s o n s r e h a b i l i t a t i o n p l a n i s t o e n h a n c e c o n n e

More information

Summary of Grade 1 and 2 Braille

Summary of Grade 1 and 2 Braille Sa of Gade 1 ad 2 Baie Wiia Pa Seebe 1998, Ai 1999 1 Baie Aabe Te fooig i i of TEX aco ad Baie bo coaied i baie Te e coad \baie{} cove eece of ag o Baie bo A ag ca be oe caace ic aea a i, o i caace ic

More information

OH BOY! Story. N a r r a t iv e a n d o bj e c t s th ea t e r Fo r a l l a g e s, fr o m th e a ge of 9

OH BOY! Story. N a r r a t iv e a n d o bj e c t s th ea t e r Fo r a l l a g e s, fr o m th e a ge of 9 OH BOY! O h Boy!, was or igin a lly cr eat ed in F r en ch an d was a m a jor s u cc ess on t h e Fr en ch st a ge f or young au di enc es. It h a s b een s een by ap pr ox i ma t ely 175,000 sp ect at

More information

Increasing the Image Quality of Atomic Force Microscope by Using Improved Double Tapered Micro Cantilever

Increasing the Image Quality of Atomic Force Microscope by Using Improved Double Tapered Micro Cantilever Rece Reseaces Teecocaos foacs Eecocs a Sga Pocessg ceasg e age Qa of oc Foce Mcope Usg pove oe Tapee Mco aeve Saeg epae of Mecaca Egeeg aava Bac sac za Uves aava Tea a a_saeg@aavaa.ac. sac: Te esoa feqec

More information

A Method for Group Decision-making with Uncertain Preference Ordinals Based on Probability Matrix

A Method for Group Decision-making with Uncertain Preference Ordinals Based on Probability Matrix 65 A pubcao of CHEMICA ENGINEERINGTRANSACTIONS VO. 51, 016 Gue Edo:Tcu Wag, Hogyag Zag, e Ta Copyg 016, AIDIC Sevz S..., ISBN978-88-95608-43-3; ISSN 83-916 Te Iaa Aocao of Ceca Egeeg Oe a www.adc./ce DOI:

More information

. The second term denotes the transition [n 1, n 2-1] [n 1, n 2 ] and leads to an increased p ( n1,

. The second term denotes the transition [n 1, n 2-1] [n 1, n 2 ] and leads to an increased p ( n1, . THE MSTE EQUTION OCH Te mase euao oesos o e saeme a e obab of beg a gve sae ages eeg o e obabes of aso o a fom a oe sae e ssem. I oves e fu obab sbuo we a be e sove. Ufouae s s o ofe e ase so we mus

More information

The Log-Gamma-Pareto Distribution

The Log-Gamma-Pareto Distribution aoa Joa of Scc: Bac ad Appd Rach JSBAR SSN 37-453 P & O hp:odphp?oajoaofbacadappd ---------------------------------------------------------------------------------------------------------------------------

More information

district department or positionnumber e fa Vr Ar 4 tj qj home phone tut t ounty Elections Official of Filing of Candidacy by Decleration ORS

district department or positionnumber e fa Vr Ar 4 tj qj home phone tut t ounty Elections Official of Filing of Candidacy by Decleration ORS F f ddy f p SEL ev 6 RS 49 h f e f pub ed d y be pubhed epdued p e ype peby bk k ub f ffe fude dde e 4v4L 6 hw e hud ppe b e e u fx b 7 f AUS p d dep pube e fa f Pde V A 4 q k 6 S4 8 W9 f ede 4 9f e L

More information

THE LOWELL LEDGER, INDEPENDENT NOT NEUTRAL.

THE LOWELL LEDGER, INDEPENDENT NOT NEUTRAL. E OE EDGER DEEDE O EUR FO X O 2 E RUO OE G DY OVEER 0 90 O E E GE ER E ( - & q \ G 6 Y R OY F EEER F YOU q --- Y D OVER D Y? V F F E F O V F D EYR DE OED UDER EDOOR OUE RER (E EYEV G G R R R :; - 90 R

More information

THIS PAGE DECLASSIFIED IAW EO IRIS u blic Record. Key I fo mation. Ma n: AIR MATERIEL COMM ND. Adm ni trative Mar ings.

THIS PAGE DECLASSIFIED IAW EO IRIS u blic Record. Key I fo mation. Ma n: AIR MATERIEL COMM ND. Adm ni trative Mar ings. T H S PA G E D E CLA SSFED AW E O 2958 RS u blc Recod Key fo maon Ma n AR MATEREL COMM ND D cumen Type Call N u b e 03 V 7 Rcvd Rel 98 / 0 ndexe D 38 Eneed Dae RS l umbe 0 0 4 2 3 5 6 C D QC d Dac A cesson

More information

S-Y0 U-G0 CANDIDATES

S-Y0 U-G0 CANDIDATES «< «X((«( (V«" j -- Y ? K «: :» V X K j 44 E GVE E E EY Y VE E 2 934 VE EEK E-EE E E 4 E -Y0 U-G0 E - Y - V Y ^ K - G --Y-G G - E K - : - ( > x 200 G < G E - : U x K K - " - z E V E E " E " " j j x V

More information

! -., THIS PAGE DECLASSIFIED IAW EQ t Fr ra _ ce, _., I B T 1CC33ti3HI QI L '14 D? 0. l d! .; ' D. o.. r l y. - - PR Pi B nt 8, HZ5 0 QL

! -., THIS PAGE DECLASSIFIED IAW EQ t Fr ra _ ce, _., I B T 1CC33ti3HI QI L '14 D? 0. l d! .; ' D. o.. r l y. - - PR Pi B nt 8, HZ5 0 QL H PAGE DECAFED AW E0 2958 UAF HORCA UD & D m \ Z c PREMNAR D FGHER BOMBER ARC o v N C o m p R C DECEMBER 956 PREPARED B HE UAF HORCA DVO N HRO UGH HE COOPERAON O F HE HORCA DVON HEADQUARER UAREUR DEPARMEN

More information

Chapter 5. Long Waves

Chapter 5. Long Waves ape 5. Lo Waes Wae e s o compaed ae dep: < < L π Fom ea ae eo o s s ; amos ozoa moo z p s ; dosac pesse Dep-aeaed coseao o mass

More information

_ =- 314 TH / 3 RD 60M AR M NT GROUP C L) _. 5 TH AIR F0 RCE ` Pl R?N ]9. ia UNIT, - _ : --.

_ =- 314 TH / 3 RD 60M AR M NT GROUP C L) _. 5 TH AIR F0 RCE ` Pl R?N ]9. ia UNIT, - _ : --. H OR UN UN4 Q NOV 99 O ^ 0 342g = o 3 RD 60M AR M N GROUP ) = 34 H q 5 H AR F0 RE P R?N ]9 9 B UA DA Q N0U 99 n > o > 4 = H PAGE DEAFED AW E0 2958 R2 R g 8 B B F 0 328 p NOV 99 DA 3 9 9 3 ne o B o O o

More information

Technical Appendix for Inventory Management for an Assembly System with Product or Component Returns, DeCroix and Zipkin, Management Science 2005.

Technical Appendix for Inventory Management for an Assembly System with Product or Component Returns, DeCroix and Zipkin, Management Science 2005. Techc Appedx fo Iveoy geme fo Assemy Sysem wh Poduc o Compoe eus ecox d Zp geme Scece 2005 Lemm µ µ s c Poof If J d µ > µ he ˆ 0 µ µ µ µ µ µ µ µ Sm gumes essh he esu f µ ˆ > µ > µ > µ o K ˆ If J he so

More information

EMA5001 Lecture 3 Steady State & Nonsteady State Diffusion - Fick s 2 nd Law & Solutions

EMA5001 Lecture 3 Steady State & Nonsteady State Diffusion - Fick s 2 nd Law & Solutions EMA5 Lecue 3 Seady Sae & Noseady Sae ffuso - Fck s d Law & Soluos EMA 5 Physcal Popees of Maeals Zhe heg (6) 3 Noseady Sae ff Fck s d Law Seady-Sae ffuso Seady Sae Seady Sae = Equlbum? No! Smlay: Sae fuco

More information

Chapter 5 Transmission Lines

Chapter 5 Transmission Lines ap 5 ao 5- aacc of ao ao l: a o cou ca cu o uppo a M av c M o qua-m o. Fo M o a H M H a M a µ M. cu a M av av ff caacc. A M av popaa o ff lcc a paal flco a paal ao ll occu. A ob follo ul. ll la: p a β

More information

2 tel

2   tel Us. Timeless, sophisticated wall decor that is classic yet modern. Our style has no limitations; from traditional to contemporar y, with global design inspiration. The attention to detail and hand- craf

More information

SCOTT PLUMMER ASHTON ANTONETTI

SCOTT PLUMMER ASHTON ANTONETTI 2742 A E E E, UE, AAAMA 3802 231 EE AEA 38,000-cre dversfed federl cmus 41,000 emloyees wth 72+ dfferent gences UE roosed 80-cre mster-lnned develoment 20 home stes 3,000F of vllgestyle retl 100,000 E

More information

dm dt = 1 V The number of moles in any volume is M = CV, where C = concentration in M/L V = liters. dcv v

dm dt = 1 V The number of moles in any volume is M = CV, where C = concentration in M/L V = liters. dcv v Mg: Pcess Aalyss: Reac ae s defed as whee eac ae elcy lue M les ( ccea) e. dm he ube f les ay lue s M, whee ccea M/L les. he he eac ae beces f a hgeeus eac, ( ) d Usually s csa aqueus eeal pcesses eac,

More information

H STO RY OF TH E SA NT

H STO RY OF TH E SA NT O RY OF E N G L R R VER ritten for the entennial of th e Foundin g of t lair oun t y on ay 8 82 Y EEL N E JEN K RP O N! R ENJ F ] jun E 3 1 92! Ph in t ed b y h e t l a i r R ep u b l i c a n O 4 1922

More information

( ) ( ) Weibull Distribution: k ti. u u. Suppose t 1, t 2, t n are times to failure of a group of n mechanisms. The likelihood function is

( ) ( ) Weibull Distribution: k ti. u u. Suppose t 1, t 2, t n are times to failure of a group of n mechanisms. The likelihood function is Webll Dsbo: Des Bce Dep of Mechacal & Idsal Egeeg The Uvesy of Iowa pdf: f () exp Sppose, 2, ae mes o fale of a gop of mechasms. The lelhood fco s L ( ;, ) exp exp MLE: Webll 3//2002 page MLE: Webll 3//2002

More information

Chapter 2: Descriptive Statistics

Chapter 2: Descriptive Statistics Chapte : Decptve Stattc Peequte: Chapte. Revew of Uvaate Stattc The cetal teecy of a oe o le yetc tbuto of a et of teval, o hghe, cale coe, ofte uaze by the athetc ea, whch efe a We ca ue the ea to ceate

More information

Least Squares Fitting (LSQF) with a complicated function Theexampleswehavelookedatsofarhavebeenlinearintheparameters

Least Squares Fitting (LSQF) with a complicated function Theexampleswehavelookedatsofarhavebeenlinearintheparameters Leas Squares Fg LSQF wh a complcaed fuco Theeampleswehavelookedasofarhavebeelearheparameers ha we have bee rg o deerme e.g. slope, ercep. For he case where he fuco s lear he parameers we ca fd a aalc soluo

More information

I M P O R T A N T S A F E T Y I N S T R U C T I O N S W h e n u s i n g t h i s e l e c t r o n i c d e v i c e, b a s i c p r e c a u t i o n s s h o

I M P O R T A N T S A F E T Y I N S T R U C T I O N S W h e n u s i n g t h i s e l e c t r o n i c d e v i c e, b a s i c p r e c a u t i o n s s h o I M P O R T A N T S A F E T Y I N S T R U C T I O N S W h e n u s i n g t h i s e l e c t r o n i c d e v i c e, b a s i c p r e c a u t i o n s s h o u l d a l w a y s b e t a k e n, i n c l u d f o l

More information

700 STATEMENT OF ECONOMIC

700 STATEMENT OF ECONOMIC R RM EME EM ERE H E H E HE E HE Y ERK HE Y P PRE MM 8 PUB UME ER PE Pee e k. ek, ME ER ( ) R) e -. ffe, ge, u ge e ( ue ) -- - k, B, e e,, f be Yu P eu RE) / k U -. f fg f ue, be he. ( ue ) ge: P:. Ju

More information

ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 2

ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 2 Joh Rley Novembe ANSWERS O ODD NUMBERED EXERCISES IN CHAPER Seo Eese -: asvy (a) Se y ad y z follows fom asvy ha z Ehe z o z We suppose he lae ad seek a oado he z Se y follows by asvy ha z y Bu hs oads

More information

index HDDvsSSD Introduction L architecturedeshdd Philosophie Exemplesd utilisations Conclusion

index HDDvsSSD Introduction L architecturedeshdd Philosophie Exemplesd utilisations Conclusion L eb anc HDDSSD Souenc ompa é u un qu è omme c ade a e e, nouaonenquê é u eu f onc onnemen dan ad edu oc kagededonnée. L e eb anc éd gépada al abcen e on é éc ha geab eg a u emendepu e e n e newww. da

More information

4.1 Schrödinger Equation in Spherical Coordinates

4.1 Schrödinger Equation in Spherical Coordinates Phs 34 Quu Mehs D 9 9 Mo./ Wed./ Thus /3 F./4 Mo., /7 Tues. / Wed., /9 F., /3 4.. -. Shodge Sphe: Sepo & gu (Q9.) 4..-.3 Shodge Sphe: gu & d(q9.) Copuo: Sphe Shodge s 4. Hdoge o (Q9.) 4.3 gu Moeu 4.4.-.

More information

I N A C O M P L E X W O R L D

I N A C O M P L E X W O R L D IS L A M I C E C O N O M I C S I N A C O M P L E X W O R L D E x p l o r a t i o n s i n A g-b eanste d S i m u l a t i o n S a m i A l-s u w a i l e m 1 4 2 9 H 2 0 0 8 I s l a m i c D e v e l o p m e

More information

A B C DEF A AE E F A A AB F F A

A B C DEF A AE E F A A AB F F A A B C DEF A AE E F A A AB F F A F A F A B E A A F DEF AE D AD A B 2 FED AE A BA B EBF A F AE A E F A A A F ED FE F A F ED EF F A B E AE F DEF A BA FA B E F F E FB ED AB ADA AD A BA FA B AE A EFB A A F

More information

An Example file... log.txt

An Example file... log.txt # ' ' Start of fie & %$ " 1 - : 5? ;., B - ( * * B - ( * * F I / 0. )- +, * ( ) 8 8 7 /. 6 )- +, 5 5 3 2( 7 7 +, 6 6 9( 3 5( ) 7-0 +, => - +< ( ) )- +, 7 / +, 5 9 (. 6 )- 0 * D>. C )- +, (A :, C 0 )- +,

More information

Generalized Entropy of Kumaraswamy Distribution Based on Order Statistics

Generalized Entropy of Kumaraswamy Distribution Based on Order Statistics Geeaed Eop o Kumaawam Dbuo Baed o Ode Sac Ra Na M.A.K Bag 2 Javd Ga Da 3 Reeach Schoa Depame o Sac Uve o Kahm Saga Ida 2 Aocae Poeo Depame o Sac Uve o Kahm Saga Ida 3 Depame o Mahemac Iamc Uve o Scece

More information

_ J.. C C A 551NED. - n R ' ' t i :. t ; . b c c : : I I .., I AS IEC. r '2 5? 9

_ J.. C C A 551NED. - n R ' ' t i :. t ; . b c c : : I I .., I AS IEC. r '2 5? 9 C C A 55NED n R 5 0 9 b c c \ { s AS EC 2 5? 9 Con 0 \ 0265 o + s ^! 4 y!! {! w Y n < R > s s = ~ C c [ + * c n j R c C / e A / = + j ) d /! Y 6 ] s v * ^ / ) v } > { ± n S = S w c s y c C { ~! > R = n

More information

TARGETEDMULTISCREEN ADVERTISING ACASESTUDY:GENERATINGANEW REVENUESTREAM WITHAPERSONALIZEDHIGH-QUALITYEXPERIENCE

TARGETEDMULTISCREEN ADVERTISING ACASESTUDY:GENERATINGANEW REVENUESTREAM WITHAPERSONALIZEDHIGH-QUALITYEXPERIENCE TARGETEDMULTISCREEN ADVERTISING ACASESTUDY:GENERATINGANEW REVENUESTREAM WITHAPERSONALIZEDHIGH-QUALITYEXPERIENCE INTRODUCTION OneoageabepodenU.S.ownandmanageadaned,we-ueedabe yemao29aehoughououny.whmoehan10monubbe,

More information

State The position of school d i e t i c i a n, a created position a t S t a t e,

State The position of school d i e t i c i a n, a created position a t S t a t e, P G E 0 E C O E G E E FRDY OCOBER 3 98 C P && + H P E H j ) ) C jj D b D x b G C E Ob 26 C Ob 6 R H E2 7 P b 2 b O j j j G C H b O P G b q b? G P P X EX E H 62 P b 79 P E R q P E x U C Ob ) E 04 D 02 P

More information

W E S T A N D N E W Y O R K. r NEW YORK > (entral * SYSTEM SYSTEM J. Effective January 14, 1939 Effective January 14, 1939 'IP" -6 " The Direct Route

W E S T A N D N E W Y O R K. r NEW YORK > (entral * SYSTEM SYSTEM J. Effective January 14, 1939 Effective January 14, 1939 'IP -6  The Direct Route e De Rue W N D W N D U W U W N D N D RNGFD N RNGFD N N W Y R N W Y R NW YR (e Y f NWYR (e v Y ffeve u ffeve u F U N N D DNNG R R V Reu e e e bbev D RfD e e; R; Reu e e e e be W U N D N ekek D N uff uff

More information

THIS PAGE DECLASSIFIED IAW E

THIS PAGE DECLASSIFIED IAW E THS PAGE DECLASSFED AW E0 2958 BL K THS PAGE DECLASSFED AW E0 2958 THS PAGE DECLASSFED AW E0 2958 B L K THS PAGE DECLASSFED AW E0 2958 THS PAGE DECLASSFED AW EO 2958 THS PAGE DECLASSFED AW EO 2958 THS

More information

Hyperbolic Heat Equation as Mathematical Model for Steel Quenching of L-shape and T-shape Samples, Direct and Inverse Problems

Hyperbolic Heat Equation as Mathematical Model for Steel Quenching of L-shape and T-shape Samples, Direct and Inverse Problems SEAS RANSACIONS o HEA MASS RANSER Bos M Be As Bs Hpeo He Eo s Me Moe o See Qe o L-spe -spe Spes De Iese Poes ABIA BOBINSKA o Pss Mes es o L Ze See 8 L R LAIA e@o MARARIA BIKE ANDRIS BIKIS Ise o Mes Cope

More information

THIS PAGE DECLASSIFIED IAW E

THIS PAGE DECLASSIFIED IAW E THS PAGE DECLASSFED AW E0 2958 BL K THS PAGE DECLASSFED AW E0 2958 THS PAGE DECLASSFED AW E0 2958 B L K THS PAGE DECLASSFED AW E0 2958 THS PAGE DECLASSFED AW E0 2958 BL K THS PAGE DECLASSFED AW E0 2958

More information

-Z ONGRE::IONAL ACTION ON FY 1987 SUPPLEMENTAL 1/1

-Z ONGRE::IONAL ACTION ON FY 1987 SUPPLEMENTAL 1/1 -Z-433 6 --OGRE::OA ATO O FY 987 SUPPEMETA / APPR)PRATO RfQUEST PAY AD PROGRAM(U) DE ARTMET OF DEES AS O' D 9J8,:A:SF ED DEFS! WA-H ODM U 7 / A 25 MRGOPf RESOUTO TEST HART / / AD-A 83 96 (~Go w - %A uj

More information

Solution. The straightforward approach is surprisingly difficult because one has to be careful about the limits.

Solution. The straightforward approach is surprisingly difficult because one has to be careful about the limits. ose ad Varably Homewor # (8), aswers Q: Power spera of some smple oses A Posso ose A Posso ose () s a sequee of dela-fuo pulses, eah ourrg depedely, a some rae r (More formally, s a sum of pulses of wdh

More information

Phys 2310 Fri. Oct. 23, 2017 Today s Topics. Begin Chapter 6: More on Geometric Optics Reading for Next Time

Phys 2310 Fri. Oct. 23, 2017 Today s Topics. Begin Chapter 6: More on Geometric Optics Reading for Next Time Py F. Oct., 7 Today Topc Beg Capte 6: Moe o Geometc Optc eadg fo Next Tme Homewok t Week HW # Homewok t week due Mo., Oct. : Capte 4: #47, 57, 59, 6, 6, 6, 6, 67, 7 Supplemetal: Tck ee ad e Sytem Pcple

More information

VARIED SIZED FLOOR PLATE S O N - S I T E B U I L D I N G A M E N I T I E S

VARIED SIZED FLOOR PLATE S O N - S I T E B U I L D I N G A M E N I T I E S VAIED SIZED FLOO PLAE S O - S I E B U I L D I G A E I I E S AVAILABILIIES HIGH-ISE EIE 29H FLOO 16,584 SF LEASE OU ID-ISE PAIAL 18H FLOO 12,459 SF 08/2019 ID-ISE PAIAL 14H FLOO 7,232 SF 08/2019 LOW-ISE

More information

Analytical Evaluation of Multicenter Nuclear Attraction Integrals for Slater-Type Orbitals Using Guseinov Rotation-Angular Function

Analytical Evaluation of Multicenter Nuclear Attraction Integrals for Slater-Type Orbitals Using Guseinov Rotation-Angular Function I. J. Cop. Mh. S Vo. 5 o. 7 39-3 Ay Evuo of Mu u Ao Ig fo S-yp O Ug Guov Roo-Agu uo Rz Y M Ag Dp of Mh uy of uo fo g A-Khj Uvy Kgo of Su A Dp of Mh uy of S o B Auh Uvy Kgo of Su A A. Ug h Guov oo-gu fuo

More information

kind read i i i i i i

kind read i i i i i i T u Mu P W NNG: Wu 1J1:9 u P OUT, 1J1: 6-10. u u u, u u, u' u u. v v 53:10-1 1' LXX x, u b : P u, N u, v u u u ( P ' "5 v" k ) k z u) ( ( k, u) ku ( u, k k, ub) ( u b u) k ( b Mk u, Ju) 1 J1:9 T Pb- v

More information

RAKE Receiver with Adaptive Interference Cancellers for a DS-CDMA System in Multipath Fading Channels

RAKE Receiver with Adaptive Interference Cancellers for a DS-CDMA System in Multipath Fading Channels AKE v wh Apv f Cs fo DS-CDMA Ss Muph Fg Chs JooHu Y Su M EEE JHog M EEE Shoo of E Egg Sou o Uvs Sh-og Gw-gu Sou 5-74 Ko E-: ohu@su As hs pp pv AKE v wh vs og s popos fo DS-CDMA ss uph fg hs h popos pv

More information

DuPontSoluciones IndustriaGasyPetróleo

DuPontSoluciones IndustriaGasyPetróleo JUNTOS,PODEMOSOPTIMIZARELUSODELOSRECURSOSYLOGRAR FUENTESDEENERGÍAMÁSEFICIENTES,SEGURASYSUSTENTABLES PARAELFUTURO. DuPonSouon IndusaGasyPeóeo DuPonSouon IndusaGasyPeóeo Paamayonfomaóndepoduysev DuPonTeeSouons

More information

1.MANAGER SREPORT 2.UPCOMINGEVENTS 4.SPONSORSHIPOPPORTUNITIES 5.SNEAKPEAKS

1.MANAGER SREPORT 2.UPCOMINGEVENTS 4.SPONSORSHIPOPPORTUNITIES 5.SNEAKPEAKS SUMMER2016 1MANAGERSREPORT 2UPCOMINGEVENTS 3HOME& GARDENSHOW 4SPONSORSHIPOPPORTUNITIES 5SNEAKPEAKS I n he a ndu 4mon ha e heb gge evenoou ea on de edouo ea onmana e ak am va a on enj o ee me and ng o o

More information

How to construct international inputoutput

How to construct international inputoutput How to construct international inputoutput tables (with the smallest effort) Satoshi Inomata Institute of Developing Economies JETRO OVERVIEW (1) Basic picture of an international input-output table (IIOT)

More information

Geometry 3 SIMILARITY & CONGRUENCY Congruency: When two figures have same shape and size, then they are said to be congruent figure. The phenomena between these two figures is said to be congruency. CONDITIONS

More information

THIS PAGE DECLASSIFIED IAW EO 12958

THIS PAGE DECLASSIFIED IAW EO 12958 L " ^ \ : / 4 a " G E G + : C 4 w i V T / J ` { } ( : f c : < J ; G L ( Y e < + a : v! { : [ y v : ; a G : : : S 4 ; l J / \ l " ` : 5 L " 7 F } ` " x l } l i > G < Y / : 7 7 \ a? / c = l L i L l / c f

More information

CONTENTS. Hugo Reitzel, the pickles enthusiast CERTIFICATIONS JARS POUCHES & CANS SALAD DRESSING MINI-TUBES

CONTENTS. Hugo Reitzel, the pickles enthusiast CERTIFICATIONS JARS POUCHES & CANS SALAD DRESSING MINI-TUBES v4. APRIL 2018. Hugo Rz, h pk hu Th of h uhd gu g ou Hugo Rz. I 1909, Ag, Sw vg, h uhd h ow op wh vo: o p up h wod of od! Ad fo ov o hudd ow, w hoo h hg b ug ou xp o o ov ou bu od o bo THE od p. W ufu

More information

1. Experimental Methodology

1. Experimental Methodology Supporting Information Combining in situ NEXAFS spectroscopy and CO 2 methanation kinetics to study Pt and Co nanoparticle catalysts reveals key insights into the role of platinum in promoted cobalt catalysis.

More information

Instruction Sheet COOL SERIES DUCT COOL LISTED H NK O. PR D C FE - Re ove r fro e c sed rea. I Page 1 Rev A

Instruction Sheet COOL SERIES DUCT COOL LISTED H NK O. PR D C FE - Re ove r fro e c sed rea. I Page 1 Rev A Instruction Sheet COOL SERIES DUCT COOL C UL R US LISTED H NK O you or urc s g t e D C t oroug y e ore s g / as e OL P ea e rea g product PR D C FE RES - Re ove r fro e c sed rea t m a o se e x o duct

More information

Creative Office / R&D Space

Creative Office / R&D Space Ga 7th A t St t S V Nss A issi St Gui Stt Doos St Noiga St Noiga St a Csa Chaz St Tava St Tava St 887 itt R Buig, CA 9400 a to Po St B i Co t Au St B Juipo Sa B sb A Siv Si A 3 i St t ssi St othhoo Wa

More information

Voltage and Reactive Power Control at Distribution Substations

Voltage and Reactive Power Control at Distribution Substations oag a Rav Pow Coo a Dsbuo Subsaos P.Ya. EKE.F.D. JUGES Pos Gaua Poga Ea Egg Pofa Caho Uvsy of as Gas Av. Do Jos Gaspa, 5 3535-6 Bo ozo - G BRAZI F.J.A. OIEIRA A. EEK R. KOWATSCUK COPE Tassso Paaa Sa Egy

More information

D EFB B E B EAB ABC DEF C A F C D C DEF C AD C AEC D D E C D EF B ABC AB CD A EFD AD D E

D EFB B E B EAB ABC DEF C A F C D C DEF C AD C AEC D D E C D EF B ABC AB CD A EFD AD D E D EFB B E BEAB ABC DEF C A F C D C DEF C AD C AEC D D E A B C D EF B ABC AB CD A EFD AD D E FFF A B FBC AE BC D AD A D F D F D F D D B D A D A ED D D DD F D D D D A A DA ADD D F AD AD C A DD D D F D A

More information

Continues Model for Vertical Vibration of Tension Leg Platform

Continues Model for Vertical Vibration of Tension Leg Platform Poeedigs o e 9 WSS Ieaioa Coeee o ppied aeais Isa e a 7-9 6 pp58-53 Coies ode o Veia Viaio o esio Leg Pao. R. SPOUR.. GOLSNI. S. SI Depae o Cii gieeig Sai Uiesi o eoog zadi e. ea P.O. ox: 365-933 IRN sa:

More information

Handout on. Crystal Symmetries and Energy Bands

Handout on. Crystal Symmetries and Energy Bands dou o Csl s d g Bds I hs lu ou wll l: Th loshp bw ss d g bds h bs of sp-ob ouplg Th loshp bw ss d g bds h ps of sp-ob ouplg C 7 pg 9 Fh Coll Uvs d g Bds gll hs oh Th sl pol ss ddo o h l slo s: Fo pl h

More information

International Mathematical Forum, Vol. 9, 2014, no. 13, HIKARI Ltd,

International Mathematical Forum, Vol. 9, 2014, no. 13, HIKARI Ltd, Ieol Mhemcl oum Vol. 9 4 o. 3 65-6 HIKARI Ld www.m-h.com hp//d.do.o/.988/m.4.43 Some Recuece Relo ewee he Sle Doule d Tple Mome o Ode Sc om Iveed mm Duo d hceo S. M. Ame * ollee o Scece d Hume Quwh Shq

More information

A B CDE F B FD D A C AF DC A F

A B CDE F B FD D A C AF DC A F International Journal of Arts & Sciences, CD-ROM. ISSN: 1944-6934 :: 4(20):121 131 (2011) Copyright c 2011 by InternationalJournal.org A B CDE F B FD D A C A BC D EF C CE C A D ABC DEF B B C A E E C A

More information

CS344: Introduction to Artificial Intelligence

CS344: Introduction to Artificial Intelligence C344: Iroduco o Arfcal Iellgece Puhpa Bhaacharyya CE Dep. IIT Bombay Lecure 3 3 32 33: Forward ad bacward; Baum elch 9 h ad 2 March ad 2 d Aprl 203 Lecure 27 28 29 were o EM; dae 2 h March o 8 h March

More information

Some Integrals Pertaining Biorthogonal Polynomials and Certain Product of Special Functions

Some Integrals Pertaining Biorthogonal Polynomials and Certain Product of Special Functions Global Joual o Scece Fote Reeach atheatc ad Deco Scece Volue Iue Veo Te : Double Bld ee Reewed Iteatoal Reeach Joual ublhe: Global Joual Ic SA Ole ISSN: 49-466 & t ISSN: 975-5896 Soe Itegal etag Bothogoal

More information

Maximum Likelihood Estimation

Maximum Likelihood Estimation Mau Lkelhood aon Beln Chen Depaen of Copue Scence & Infoaon ngneeng aonal Tawan oal Unvey Refeence:. he Alpaydn, Inoducon o Machne Leanng, Chape 4, MIT Pe, 4 Saple Sac and Populaon Paaee A Scheac Depcon

More information

Maximum likelihood estimate of phylogeny. BIOL 495S/ CS 490B/ MATH 490B/ STAT 490B Introduction to Bioinformatics April 24, 2002

Maximum likelihood estimate of phylogeny. BIOL 495S/ CS 490B/ MATH 490B/ STAT 490B Introduction to Bioinformatics April 24, 2002 Mmm lkelhood eme of phylogey BIO 9S/ S 90B/ MH 90B/ S 90B Iodco o Bofomc pl 00 Ovevew of he pobblc ppoch o phylogey o k ee ccodg o he lkelhood d ee whee d e e of eqece d ee by ee wh leve fo he eqece. he

More information

PDF hosted at the Radboud Repository of the Radboud University Nijmegen

PDF hosted at the Radboud Repository of the Radboud University Nijmegen DF hoed he Rdbod Reoo o he Rdbod e Nege The oog ex bhe eo Fo ddo oo bo h bo k h k hhdhdee266238 ee be ded h h oo geeed o 226 d be be o hge Oxd hohk ee ee d e) e He h e He odge Reheek" Kh ee e Roe Cho Rohe

More information

Modified Inverse Weibull Distribution

Modified Inverse Weibull Distribution J. Sa. Appl. Po. No. 5-5 NSP Moded Ivee Webull Dbuo Muhaad Shuab Kha ad Robe K School o Maheacal ad Phcal Scece he Uve o Newcale Callaha NSW 8 Auala Eal Adde huab.a@al.co obe.k@ewcale.edu.au Receved Apl

More information

G OUP S 5 TH TE 5 DN 5. / E/ ' l / DECE 'I E THIS PAGE DECLASSIFIED IAW EO ', - , --,. . ` : - =.. r .

G OUP S 5 TH TE 5 DN 5. / E/ ' l / DECE 'I E THIS PAGE DECLASSIFIED IAW EO ', - , --,. . ` : - =.. r . = ; D p a 0 + 5 TH TE 5 DN 5 506 T F/ GH T G OUP S / E/ 9 4 4 / DECE E = / v c H S T 0 R Y 45 8 TH F HTE S DR N S ) 50 c c o s ) DECE 9 3 DLCE E 9 a L ON J E R E 2 d L Cope s H aca SS L 9/ soca e O 0 THS

More information

Parts Manual. EPIC II Critical Care Bed REF 2031

Parts Manual. EPIC II Critical Care Bed REF 2031 EPIC II Critical Care Bed REF 2031 Parts Manual For parts or technical assistance call: USA: 1-800-327-0770 2013/05 B.0 2031-109-006 REV B www.stryker.com Table of Contents English Product Labels... 4

More information

cmanagementi MBA Level7 Management Management

cmanagementi MBA Level7 Management Management "TheOn nelea n ngreo u on" Po g adua ele e 7D p oma ns a eg Managemen S udeni n o ma onpa k opo g adua ele e 7D p oma ns a eg Managemen Po g adua elee7d p oma ns a eg Managemen ThePo g adua ele e 7D p

More information

EP elements and Strongly Regular Rings

EP elements and Strongly Regular Rings Filomat 32:1 (2018), 117 125 https://doi.org/10.2298/fil1801117y Published by Faculty of Sciences and Mathematics, University of Niš, Serbia Available at: http://www.pmf.ni.ac.rs/filomat EP elements and

More information

, _ _. = - . _ 314 TH COMPOSITE I G..., 3 RD BOM6ARDMENT GROUP ( L 5 TH AIR FORCE THIS PAGE DECLASSIFIED IAW EO z g ; ' ' Y ' ` ' ; t= `= o

, _ _. = - . _ 314 TH COMPOSITE I G..., 3 RD BOM6ARDMENT GROUP ( L 5 TH AIR FORCE THIS PAGE DECLASSIFIED IAW EO z g ; ' ' Y ' ` ' ; t= `= o THS PAGE DECLASSFED AW EO 2958 90 TH BOMBARDMENT SQUADRON L UNT HSTORY T c = Y ` ; ; = `= o o Q z ; ; 3 z " ` Y J 3 RD BOM6ARDMENT GROUP ( L 34 TH COMPOSTE G 5 TH AR FORCE THS PAGE DECLASSFED AW EO 2958

More information

j '1 ' W W I T H M A L I C E T O W A R D I S T O K T E A N D C H A R I T Y F O R A L L. "

j '1 ' W W I T H M A L I C E T O W A R D I S T O K T E A N D C H A R I T Y F O R A L L. j O R D O K D R O R O O 7 O K OU R 5 97 O O 9 j - j : : 9 (9/» \>» j >- --4 U -U\- - > U 6 9 - O» X j 5 O P R j- O O R O K >/» - >/»/»> / ) -/»» K OOR O j- O ROB O D 9? - B 6 D - B? «K P BK ) P UURR O

More information

CptS 570 Machine Learning School of EECS Washington State University. CptS Machine Learning 1

CptS 570 Machine Learning School of EECS Washington State University. CptS Machine Learning 1 ps 57 Machne Leann School of EES Washnon Sae Unves ps 57 - Machne Leann Assume nsances of classes ae lneal sepaable Esmae paamees of lnea dscmnan If ( - -) > hen + Else - ps 57 - Machne Leann lassfcaon

More information

Executive Committee and Officers ( )

Executive Committee and Officers ( ) Gifted and Talented International V o l u m e 2 4, N u m b e r 2, D e c e m b e r, 2 0 0 9. G i f t e d a n d T a l e n t e d I n t e r n a t i o n a2 l 4 ( 2), D e c e m b e r, 2 0 0 9. 1 T h e W o r

More information

Numerical Study of Large-area Anti-Resonant Reflecting Optical Waveguide (ARROW) Vertical-Cavity Semiconductor Optical Amplifiers (VCSOAs)

Numerical Study of Large-area Anti-Resonant Reflecting Optical Waveguide (ARROW) Vertical-Cavity Semiconductor Optical Amplifiers (VCSOAs) USOD 005 uecal Sudy of Lage-aea An-Reonan Reflecng Opcal Wavegude (ARROW Vecal-Cavy Seconduco Opcal Aplfe (VCSOA anhu Chen Su Fung Yu School of Eleccal and Eleconc Engneeng Conen Inoducon Vecal Cavy Seconduco

More information

SAVE THESE INSTRUCTIONS

SAVE THESE INSTRUCTIONS SAVE ESE NSUNS FFEE AE ASSEMY NSUNS SYE #: 53SN2301AS ASSEME N A FA, PEED SUFAE PPS EAD SEWDVE NEEDED F ASSEMY; N NUDED PA S FGUE UANY DESPN AA 1 P P 1 P EF SDE FAME 1 P G SDE FAME D 1 P A PANE E 2 PS

More information

and ALTO SOLO C H, Rnnciman. Woman's Mistake f*" M>rqut4te\ ol ting about wilh a crutch 00 ac- Gr,,,,d Ri ''*' d5 L o,

and ALTO SOLO C H, Rnnciman. Woman's Mistake f* M>rqut4te\ ol ting about wilh a crutch 00 ac- Gr,,,,d Ri ''*' d5 L o, BU AK A k A AD DA AB U XXX HA HUDAY U 3 92 3 > k z j - - Y Bk 73( 3 - Q H 2 H 9 k B 3 Bk 29 K 7 k 2 B k k k k Y Y D k Y A Uk x 22 B B x k - B B B 22 A B A 27 -- Ak A - - j B B D B Q A- U A-AK B k AD A

More information

'5E _ -- -=:... --!... L og...

'5E _ -- -=:... --!... L og... F U T U R E O F E M B E D D I N G A N D F A N - O U T T E C H N O L O G I E S R a o T u m m a l a, P h. D ; V e n k y S u n d a r a m, P h. D ; P u l u g u r t h a M. R a j, P h. D ; V a n e s s a S m

More information

Page 1 of 15. Website: Mobile:

Page 1 of 15. Website:    Mobile: Exercise 10.2 Question 1: From a point Q, the length of the tangent to a circle is 24 cm and the distance of Q from the centre is 25 cm. The radius of the circle is (A) 7 cm (B) 12 cm (C) 15 cm (D) 24.5

More information

Complex Numbers and Quadratic Equations

Complex Numbers and Quadratic Equations Chapter 16: Quadratic Equations 99 Chapter 16 Complex Numbers and Quadratic Equations Review: Simplifying Radicals The Product Rule for Radicals For any non negative radicands Eand F,» EÜ» Fú» EÜF Simplify

More information

Suppose we have observed values t 1, t 2, t n of a random variable T.

Suppose we have observed values t 1, t 2, t n of a random variable T. Sppose we have obseved vales, 2, of a adom vaable T. The dsbo of T s ow o belog o a cea ype (e.g., expoeal, omal, ec.) b he veco θ ( θ, θ2, θp ) of ow paamees assocaed wh s ow (whee p s he mbe of ow paamees).

More information

Starting with the base and moving counterclockwise, the measured side lengths are 5.5 cm, 2.4 cm, 2.9 cm, 2.5 cm, 1.3 cm, and 2.7 cm.

Starting with the base and moving counterclockwise, the measured side lengths are 5.5 cm, 2.4 cm, 2.9 cm, 2.5 cm, 1.3 cm, and 2.7 cm. Chapter 6 Geometric Vectors Chapter 6 Prerequisite Skills Chapter 6 Prerequisite Skills Question 1 Page 302 Starting with the base and moving counterclockwise, the measured side lengths are 5.5 cm, 2.4

More information