Path Availability in Ad Hoc Network

Size: px
Start display at page:

Download "Path Availability in Ad Hoc Network"

Transcription

1 Pah Aalabl A Hoc Newok Da Yu Hu L a Igo Gube Semes AG ICM N PG SP RC FR Gusa-Heema-Rg Müche Gema Emal: Da.Yu@c.semes.e Tel Fa: Absac. Due o he comple a hgh aomess mos cue eseaches o a hoc ewoks ae base o smulao esuls a empcal aalss lackg heoecal uesag o he a hoc ewoks a he behao. Ths pape peses a geeal a hoc ewok moel a ees he sasc esuls o lk a pah aalabl popees a hoc ewok. Smulao esuls ae ge o e ou heo. Ths su coul see as gouwok o uhe a hoc ewok eseaches clug a hoc ewok peomace aalss a oug algohms esg. Iouco A hoc ao ewok has ma aaages oe aoal cellula weless ewok [] []. I oes o eque asucues a pomses geae lebl lowe opeag cos hghe houghpu a bee coeage. Howee he esg o a hoc ewoks s a cul ask because o couous chage o ewok opolog a ma ewok paamees ha ae hghl aom a hghl epee o each ohe. Because o he comple o a hoc ewoks cue eseaches mal ocus o usg smulaos ools. Howee ou opo s ha beses smulao s sll ecessa o o heoecal aalss oe o ge eep uesag o sasc popees o moble weless a-hoc ewok e.g. ewok coec ewok capac a lk aalabl. I hs pape we emphasze o he aalss o lk a oue aalabl popees o a hoc ewoks. Thoughou hs pape ou eo o lk aalabl s he pobabl ha a weless lk bewee wo moble oes ema es ae a ge me. Lk aalabl ma be ake o accou pah seleco a pah upae oug algohms o achee bee peomace. I a a hoc ewok lk aalabl s eee o pah aalabl whch meas he pobabl ha a mulhop pah s aalable ae a cea me. I [3] lk a pah aalabl moels o weless a hoc ewoks wh a aom walk-base mobl wee ee. Base o hs mobl moel each oe s moeme cosss o a sequece o aom legh eals calle mobl epochs ug whch a oe moes a cosa eco a a cosa spee. The spee a eco o each oe aes aoml om epoch o epoch. The epoch leghs ae epoeall sbue. The spee ug each epoch s a aom aable o Gaussa sbuo whle he eco o he moble ug each epoch s uoml sbue oe [. The pape compae aalc a smulae esuls a

2 Da Yu Hu L a Igo Gube coclue ha he elae eo ceases wh ceasg pah legh o small alues o epochs. I hs pape we ee lk a pah aalabl moels o a-hoc ewoks wh a aom walk mobl moel ha s ee om he oe [3]. Ou aalabl su wll poe eal sgh o he lk a pah aalable me a ohe aalabl popees a geeal a hoc ewok. The kowlege o lk aalabl ca see as gouwok o uhe aalss o ewok peomace as well as gue o a hoc ewok poocol esg. The pape s sucue as hs. Fs we ge a escpo o ou smple a hoc ewok moel. The moel s apple o ou aalabl aalss whch oules lk aalable me sbuo a lk aalabl a mulhop pah aalabl popees. Eeuall smulao esuls o aeage lk aalable me ae ge o e ou heo. The smulao esuls cleal emosae he coecess o ou aalcal appoach. Ou smulao esuls also eeale ha o ou mobl moel he epeec bewee cosecue hops a mulhop lk s que small o be eglgble. A las seeal possble applcaos o ou heo ae popose. Moel Descpo Real wol ao ewoks ae luece b ma acos. Iegula ea asmme ao asmsso ao eeece all ca hae mpac oe he opeao o he ewoks. I ou su we make some assumpos o ge a smple e easoable moel. Alhough a hoc ewoks moble oe sbuo usuall ehbs some sucue o smpl ou su we wll sck o he assumpo ha oes ae uoml sbue. We also assume ha he ea s peecl la a all he moble oes hae he same e asmsso powe a ae equppe wh om eco aea. Theeoe he all hae equal asmsso age R. Ou assumpo smples a oe s he ao coeage shape o a peec ccle whose aus s R. The saus o lk bewee wo oes s also smple. Whe he sace bewee wo oes s lage ha R he hae o a lk wheeas he hae a a lk whe he sace s smalle ha R. I hs pape we ake R as he u o ou legh mec.e. R. I ou mobl moel each oe moes a a aoml chose eloc. Hee eloc s a aom eco wh eco a spee s absolue alue elemes. The eco s a aom aable φ whch s uoml sbue bewee a. The spee s a aom aable whose sbuo ca be aba. We ee he pobabl es uco PDF o eloc as φ. Fuhe moe we pa specal aeo o a smple mobl moel whee he eloc s a uoml sbue aable wh he age om o ma. Ths mobl moel has bee poe o be able o maa he uom sbuo pope [4]. The a hoc ewok moel escbe aboe s apple o he esgao o lk aalabl popees a hoc ewoks o boh sgle-hop lk a mul-hop pah.

3 Pah Aalabl A Hoc Newok 3 3 Theoecal aalss The aalss s ogaze o hee pas. All he oes ae couousl moeme Theeoe elae eloc bewee wo oes shoul be measue oe o ge he sace bewee wo oes. Ths s aalze he s pa. I he seco pa lk aalable me sbuo o a oe-hop lk s ge whch sees as he bass o ou uhe esgao o mulhop case he h pa ogehe wh some eesg obseao. 3. Relae eloc bewee wo oes A a ge me po we ake a close look a wo eghbo moble oes MN a MN. Assume he eloc ecos ae V a V especel. We hae he elae eloc eco V V V V V V Fgue Relae eloc Because ou moel oe moeme pae s ceosmmec.e. moble oes ae equall possble o moe o a eco. Whou lose o geeal we ca assume eco V s paallel o X-as. Le a be he Caesa oms o eco V V a V whle a beg he pola oms. Also we eoe as he Caesa om o he eloc PDF as he Caesa a he pola om o he elae eloc PDF. These wo oms hae he elaoshp cos s Smlal

4 4 Da Yu Hu L a Igo Gube s cos 3 The pobabl ha we oba a elae eloc eco V s he summao oe all he possble combao o V a V ha oms a agle wh V as sae. Ths PDF ca be omulae as V V V 4 Because o he elaoshp bewee hee ecos ol wo o hem ae epee. The h oe s eemsc we kow he ohe wo. Theeoe we ol ee o egae oe all possble a eeme om a. Pocees wh he calculao he pola om we hae 5 Accog o he law o cose ca be epesse as a uco o a cos + 6 The cumulae es uco CDF o elae eloc s F 7 Fo he specc sceao whee spee uoml sbues oe [ ma ] PDF a CDF o he elae eloc alog aus ae llusae Fgue. I hs case he elae eloc ca be as lage as ma whee wo oes moe opposel.

5 Pah Aalabl A Hoc Newok 5.8 PDF CDF P DF CD F ma Fgue PDF a CDF o elae eloc As we ca see om Fgue abou 8% o he elae spee sbues wh he age.3 ~.3 ma. Ths suggess us ha e ew oes ema elae sac a geeal s a lle hghe ha oe oe s. Alhough ou aalss hee s ol specc o a cea mobl moel he mehoolog coul sll be apple o ohe moels. 3. Lk aalable me Cose he oe-hop lk bewee wo moble oes MN a MN. Because o he ceosmec aue o ou moel whou loss o geeal we ca assume ha he al sace bewee hem s a he le coecg wo pos s paallel o X-as. I we ake MN as he eeece po he om he ewpo o MN MN moes a a elae eloc whose sbuo s escbe beoe a MN emas sac. Ae me MN moes ou o he ao asmsso age o MN. The sace aele ug hs peo s ρ. Accog o he law o cose ρ R s cos 8 The CDF o he lk aalable me.e. he pobabl ha he lk aalable me s less ha s F F m 9 whee m s he mmum eque eloc o each he boe o he coeage aea eacl ae me. ρ m The PDF o he lk aalable me ca be obae om s CDF

6 6 Da Yu Hu L a Igo Gube R ρ MN MN MN Fgue 3 Lk aalable me F Now we coul calculae he epecao o he aalable me o hs weless lk ] [ E Ee moe we ca coclue he mea lk aalable me sbuo bewee wo abal chose oes whch s he mea alue o lk aalable me oe all he possble poso o MN.e. R 3 R R R F F 4 Theeoe he aeage aalable me bewee wo oes s

7 Pah Aalabl A Hoc Newok 7 E[ X ] E[ X ] 5 Fo he specc sceao whee eloc uoml sbues oe [ ] he aalable me wh ee lk legh s llusae Fgue 4. Seeal eesg hgs ae oce he gue. Fs he begg hee ae some la egos equal o zeo o. o.7. Ths meas ha lks ae alwas aalable ug hs me whch ca be eplae b ou spee lm. Because we hae a mamum spee o ma. I MN s se he coeage o MN cao escape MN s coeage beoe a cea me. We call heshol me whch s he mmum eque me o MN o each he coeage boe o MN.e. h R 6 ma Aohe hg o be oce s he zeo heshol me whe MN sas a he boe o ao coeage o MN. A hs po aalabl mmeael gows o 5% whe MN sa o moe. Fom he mcoscope ew he boe ca be egae as a le. Theeoe MN has equal pobables o moe boh o a ou o MN s coeage. ma.8 CDF Fgue 4 Lk aalable me CDF Lk aalabl a a ge me s he pobabl ha a coece lk a me s sll aalable a me. Ths s he same as o sa ha s he pobabl ha a lk s aalable ae moe ha secos whch s P a F 7 a I s ploe Fgue 5.

8 8 Da Yu Hu L a Igo Gube.5 ma Aalabl Fgue 5 Lk aalabl as a uco o lk sace a me 3.3 Aalable me o mulhop lks pah Now we cose a e-o-e pah wh > hops whch ees om moble oe MN alog MN ul eaches MN + a he legh o each hop ae. Obousl hese hops ae o oall epee o each ohe. Fo sace he moeme o emeae oe MN wll aec boh o s lks o MN a MN 3 Theeoe hee s epeeces bewee lks om MN o MN a om MN o MN 3 o ae o eel epee. Howee o smpl ou su we ma s eglec he eec o epeec bewee wo cosecue lks. Assume aalable me o each hop ae aom aables whose sbuo cooms o Fgue 4. The he lk aalable me o hs -hop lk s a aom aable ha s he mmum alue o he lk aalable me o each o s hops whose CDF s m{ 8 F... P X P X k k k > P X > [ P X ] [ F ] k k k 9

9 Pah Aalabl A Hoc Newok 9 To ge eepe sgh o he aalable me o hs -hop pah we wll coceae ou su o aeage pah aalable me sbuo. Follow he same eao as 9 he CDF ca be obae wh F [ F ] [ F ] k a he PDF s F [ F ] Now we ca coclue aeage aalable me o he -hop pah as E[ X ] [ F ] lm [ F ] [ F ] + [ F ].8 CDF Fgue 6 Mea aalable me sbuos -hop lk Fo he specc sceao ha eloc s uoml sbue bewee [ ] u/seco lk aalable me sbuo s llusae Fgue 6. The aeage aalable me o he mulhop pah wh ee umbe o hops s eeale Fgue 7. The aalable me ops quckl om o oe-hop lk o a lle moe ha.5 o 3-hop lk. Howee he cue sas elae la whe we uhe

10 Da Yu Hu L a Igo Gube cease he umbe o hops he pah whch ol ops om.45 o a 4-hop pah o.4 o a 8-hop lk. Aalable m e Numbe o hops Fgue 7 Aeage aalable me mulhop pah Fo he aeage pah aalabl mulhop cases we hae a P F [ F ] 3 I Fgue 8 he lk aalables o he mulhop lk wh ee umbe o hops ae ge. The aeage aalable me ca be obae as E[ P a ] R a P 4 Aalabl Fgue 8 Mea lk aalabl esus me I s obous ha he peomace eeoaes e as whe umbe o hops cease. Fo sace a me.3 o aeage hal o he lks wll be al o sgle-hop lk wheeas.7 o -hop lks.4 o 3 hop lks a. o 8 hop lks. Ths as ecease o he aalabl sogl ssuaes he usage o lks wh oo ma hops a hoc mulhop oug algohm.

11 Pah Aalabl A Hoc Newok 4 Smulao I oe o e ou aalss a esgae he luece o ou eglec o epeec bewee cosecue hops a mulhop lk we couce smulaos o measue he aeage aalable me. Fo each sceao we geeae + oes. Noe k+ k s eploe uoml se oe k s ao coeage. Each oe aoml chooses s eco a eloc om uom sbuo. The aalable me s measue whe a oe k+ moes ou o oe k s ao coeage. We aoml geeae such sceao a aeage oe hem. The paamees ae summaze Table. Table Smulao paamees Paamee Value Rao asmsso age R Spee sbuo Uom [ ] Deco sbuo Uom [ ] Poso sbuo Uom We smulae he aeage pah aalable me a ee umbe o hops. The ae ploe alog wh heoecal cue a elae eo Fgue 9. As we ca see he smulao esul s e ea o he cue wh ou heo slghl ueesmaes. The close-up obseao uels a eesg pheomeo. The elae eo s almos sble o sgle-hop lks. Howee he elae eo each s mamum alue o -hop pahs a goes smalle wh ceasg umbe o hops. Ths ca be eplae b he epeec bewee cosecue hops o he mulhop pahs. Because he e-hop epeec euces he aomess bewee cosecue hops we ake o accou hs epeec he acual lk aalable me peomace shoul be a lle bee ha ou aalss. As hee s o e-hop epeec ess a sgle-hop lk ou smulao esul shoul be e close o he heo ~.5%. Fo a wo-hop lk each hop has some epeec oe he ohe. Fo a lk wh moe hops because each hop s ol epee o s mmeae cosecue hops bu o he uhe hops he eec o epeec he whole lk s aeage ou. Ths eplas he elae lage eo ~4.7% o wo-hop lks ou peco a s eec o geg smalle wh ceasg umbe o hops. Fom he gue we ca easl coe o eal-wol paamees. Fo eample he ao asmsso age s mees a mamum eloc s ma m/s whch smulaes a peesa sceao. We ca ee he aeage aalable me o a 3-hop lk as.6 / 6 sec. Ths s a om eough o a omal huma coesao. Theeoe we ehe use moe powe o euce he umbe o hops o swch o ohe possbl such as a backup lk wh less umbe o hops.

12 Da Yu Hu L a Igo Gube Aeage aalable me Aalss Smulao Relae Eo Relae Eo Numbe o hops he lk Fgue 9 Aeage aalable me mulhop lk 5 Coclusos I hs pape we esablshe a smple a hoc ewok moel. Base o he moel lk a pah aalabl popees a hoc ewoks ae sue. Speccall he aalable me a aalable pobabl sgle-hop lk a mulhop pah ae caeull esgae. I a mulhop pah mpac o epeec bewee cosecue hops s also sue whch u ou o be eglgble o geeal-pupose eseach. Ou eseach o lk aalabl ca be egae as gouwok o uhe aalss o a hoc ewok peomace as well as a gue o a hoc ewok oug poocol esg e.g. opmzao o oue seleco a oue scoe algohms. Reeeces [] MANET Wokg Goup o IETF. hp:// [] C. E. Peks eo A hoc ewokg Aso - Wesle [3] A Buce McDoal a T. F. Zab A pah aalabl moel o weless a hoc ewoks Poc. IEEE WCNC New Olea USA Sep. 999 [4] Elzabeh M. Roe "Roug A hoc Moble Newoks: O-Dema a Heachcal Saeges" hp://

Geometric Optics of thick lenses and Matrix methods

Geometric Optics of thick lenses and Matrix methods Geomec Opcs o hck eses a Max mehos Mahemaca eame o eaco o hck eses shows he exsece o pcpa paes he paaxa appoxmao whch seve as eeece paes o he eaco o as eeg a eavg he ssem. Smme a shape o he es eeme he

More information

Lesson 8: Rational Expressions Digging Deeper solutions

Lesson 8: Rational Expressions Digging Deeper solutions Lesson : Raional Expessions Raional Equaions Acivi Solve. 1. Each weekda a mohe dives 5 miles o pick up he son fom socce pacice. She hen dives 5 miles o he gm o pick up he daughe. Due o heav affic, he

More information

Efficient Frontier and Lower Partial Moment of the First Order

Efficient Frontier and Lower Partial Moment of the First Order Ieaoal Joual o Scece a Egeeg Ivesgaos vol ssue Febuay 0 Ece Foe a Lowe Paal Mome o he Fs Oe Mla Jasem Depame o Iusal Egeeg Islamc Aza Uvesy Masje Soleyma bach Masje Soleyma Ia Mlaj@auac Absac- I hs pape

More information

HAZARD RATE ESTIMATION FOR LOCATION-SCALE DISTRIBUTIONS UNDER COMPLETE AND CENSORED DATA

HAZARD RATE ESTIMATION FOR LOCATION-SCALE DISTRIBUTIONS UNDER COMPLETE AND CENSORED DATA HAZARD RATE ESTIMATION FOR LOCATION-SCALE DISTRIBUTIONS UNDER COMPLETE AND CENSORED DATA Bas Suucu Depame o Sascs Mddle Eas Techcal Uvesy 06800 Akaa Tukey. Ioduco I elably ad le esg sudes, he opc o esmag

More information

APPENDIXES ARE NOT INTENDED FOR PUBLICATION

APPENDIXES ARE NOT INTENDED FOR PUBLICATION IXS R OT IT FOR ULITIO ppedi I ompeiive quilibium wih Icomplee Make Thi appedi give he em o equaio i em o aioa vaiable chaaceiig he compeiive equilibium ude he icomplee make eig emad equaio o leible pice

More information

direction and point of application.

direction and point of application. Konu 1 DEINITION ND CLSSIICTION O ORCES s dened beoe, oce s an acton o one bod on anothe. It s a ecto quantt snce ts eect depends on the P decton as well as on the magntude o the acton. The eect o the

More information

A New Approach on Indoor Positioning System

A New Approach on Indoor Positioning System Ieaal Coeee o Advaed Ioa ad Coua Teholog o Edua ICAICTE A ew Aoah o Idoo Pog Se La Che Chuu Mao Ja Zhao College o Mahea Ph ad Ioa Egeeg Zheag oal Uve Jhua Cha College o Xgh Zheag oal Uve Jhua Cha Aba Cae

More information

Introduction. ENCE 710 Design of Steel Structures V. Lateral-Torsional Buckling of Beams. Introduction

Introduction. ENCE 710 Design of Steel Structures V. Lateral-Torsional Buckling of Beams. Introduction NC 710 Desig of Seel Sucues V. Laeal-Tosioal Bucklig of Beams C. C. u, Ph.D., P.. Civil ad viomeal gieeig Deame Uivesi of alad Ioducio olloig sujecs ae coveed: Laeal Tosioal Bucklig (LTB) lage Local Bucklig

More information

Optimization of a carton package containing thin metal foil, in order to prevent ionization caused by heating in a microwave oven

Optimization of a carton package containing thin metal foil, in order to prevent ionization caused by heating in a microwave oven Opmao of a cao package coag h meal fol ode o peve oao caused b heag a mcowave ove Mase of Scece hess omas Baegåd & Pä Söm coopeao wh ea Reca AB Decembe Depame of lecoscece Absac I s possble o maufacue

More information

Modeling Of Ground Motions For Tbilisi Region With Site Effects

Modeling Of Ground Motions For Tbilisi Region With Site Effects Modelg O Goud Moos Fo Tbls Rego Wh Se Eecs Paaa Rekvava Keeva Mdva Geoga Naoal ssocao o Egeeg Sesmology ad Eahquake Egeeg Tbls Geoga ekvavapaaa@yahoo.com mdvak@yahoo.com Keywods: Sesmc Goud Moo Respose

More information

RETRACTION. Retraction: A Prediction Model of Phosphorus Distribution between CaO SiO 2 MgO FeO Fe 2 O 3 P 2 O 5 Slags and Liquid Iron

RETRACTION. Retraction: A Prediction Model of Phosphorus Distribution between CaO SiO 2 MgO FeO Fe 2 O 3 P 2 O 5 Slags and Liquid Iron RERACI he ollowg hee acles wee whdaw upo eques o he auhos o cobe,, because hey wee submed whou he cose o all he auhos. Reaco: Repeseao o Dephosphozao Ably o Ca Coag Slags Based o he Io ad Molecule Coexsece

More information

PERFORMANCE ANALYSIS OF POINT SOURCE MODEL WITH COINCIDENT PHASE CENTERS IN FDTD. Yang Xu. A Thesis. Submitted to the Faculty.

PERFORMANCE ANALYSIS OF POINT SOURCE MODEL WITH COINCIDENT PHASE CENTERS IN FDTD. Yang Xu. A Thesis. Submitted to the Faculty. PRFORMANC ANALYSIS OF POINT SOURC MODL WIT COINCIDNT PAS CNTRS IN FDTD b Yag Xu A Thess Submed o he Facul of he WORCSTR POLYTCNIC INSTITUT paal fulfllme of he equemes fo he Degee of Mase of Scece leccal

More information

Outline. Fully Implicit (BTCS) Results. Fully Implicit Method. Fully Implicit Results II. Fully Implicit Results III

Outline. Fully Implicit (BTCS) Results. Fully Implicit Method. Fully Implicit Results II. Fully Implicit Results III ore mercal dso opcs arch 3, 9 Addoal Topcs Nmercal Solos o Parabolc Eqaos arr Careo echacal Egeerg 5AB Semar Egeerg Aalss arch 3, 9 Ole Complee dscsso rom las class Fll mplc ad DFor-Frael mehods Revew

More information

Power Module Installation Notes for TELP Series

Power Module Installation Notes for TELP Series e Powe High Pefomance and Highly Reliable Solution Powe Notes fo TELP1-12662-0.9 Seies The powe module has lage emal expansion. When e module is unning and cycling ove lage tempeatue diffeence, e pope

More information

Mathematical model and manufacturing of a human or a robotic knee joint

Mathematical model and manufacturing of a human or a robotic knee joint Bulle o he JSME Joual o Advaed Mehaal Desg Ssems ad Mauaug Vol. No. 07 Mahemaal model ad mauaug o a huma o a obo kee jo Hsueh-Cheg YANG* ad Cha-Hug LAI** * Gaduae Isue o Vehle Egeeg Naoal Chaghua Uves

More information

Overview. Midterm Exam. Review Wave Equation. Review General Solution. Review Use of Trig Identities

Overview. Midterm Exam. Review Wave Equation. Review General Solution. Review Use of Trig Identities lassiiaio/lidiesioal PEs Mah 9 lassiiaio o PEs ad Mlidiesioal PEs a aeo Mehaial Egieeig 5 Seia i Egieeig alsis Mah 9 Oveview Review las lass Wave eaio solios b seaaio o vaiables ad lebe aoah haaeisis ad

More information

Differential Evolution for Efficient AUV Path Planning in Time Variant Uncertain Underwater Environment

Differential Evolution for Efficient AUV Path Planning in Time Variant Uncertain Underwater Environment Deeal Evoluo o Ece AUV Pah Plag Tme Vaa Ucea Udewae Evome Somaeh Mahmoud.Zadeh Davd M.W Powes Am Mehd Yada Kal Sammu Adham Aab Absac The Auoomous Udewae Vehcle AUV hee-dmeso pah plag comple ubule udewae

More information

Relation between Imprecise DESA and MOLP Methods

Relation between Imprecise DESA and MOLP Methods aa Joual o Maagee Sude JMS hp://.u.ac./ Vol. No. We 8 SSN: 8-755 pp. 3-36 le SSN: 345-3745 D:.59/.8.394.676 Relao beee pece DESA ad M Mehod Mazeh Moad Dal Abba Al Noua Depae o Maheac Kea Bach lac Aazd

More information

Microdynamic analysis of oscillating transportation of particles

Microdynamic analysis of oscillating transportation of particles Mcodyamc aalyss of oscllag aspoao of pacles J. Gohaa ١, H. Ekheaee ٢ ١ Msc sude, Faculy of Egeeg, Fedows Uvesy of Mashhad, Ia Asssa pofesso, Faculy of Egeeg, Fedows Uvesy of Mashhad, Ia ABSTRACT Taspoao

More information

Dialectical Logic K-model: On Multidimensional Discrete Dynamical Sampling System and Further Properties of Kirchhoff Matrices

Dialectical Logic K-model: On Multidimensional Discrete Dynamical Sampling System and Further Properties of Kirchhoff Matrices Joural o ahemacs Research Vol. o. 3 Jue 8 SS 96-9795 E-SS 96-989 Publshed b aada eer o Scece ad Educao Daleccal Logc K-model: O uldmesoal Dscree Damcal Samlg Ssem ad Furher Proeres o Krchho arces Shahuag

More information

Address for Correspondence

Address for Correspondence Senhl Kuma e al., Inenaonal Jounal o Avance Engneeng Technology E-ISS 976-3945 Reseach ape EERGY EFFICIET COOERATIVE COUICATIO USIG QOSTBC I WIRELESS SESOR ETWORKS K. Senhl Kuma 1*, R. Amuha Aess o Coesponence

More information

Quick Reference: Amplifier Equations

Quick Reference: Amplifier Equations Quick efeence: Amplifie Equations 1.0 Intoduction Befoe deeloping a deep familiaity with the aious chaacteistics of amplifies, it s common to spend a fai amount of time flipping back and foth though you

More information

v + By Norton s theorem I N Given v(0)=v 0, R what is v(t) for t >0? i R (t)?

v + By Norton s theorem I N Given v(0)=v 0, R what is v(t) for t >0? i R (t)? 11/27/217 haper 7 Frs order rus A ru wh one apaor or nduor 17 By Theenn s heorem By Noron s heorem V h Need o know how o sole he aboe wo smple rus ef : When V h =, soure free ru ; Oherwse, sep response

More information

RELIABILITY ASSESSMENT

RELIABILITY ASSESSMENT CHAPTER Rsk Aalyss Egeerg ad Ecoomcs RELIABILITY ASSESSMENT A. J. Clark School of Egeerg Deparme of Cvl ad Evromeal Egeerg 4b CHAPMAN HALL/CRC Rsk Aalyss for Egeerg Deparme of Cvl ad Evromeal Egeerg Uversy

More information

GENERALIZED NON-HOMOGENEOUS MORREY SPACES AND OLSEN INEQUALITY

GENERALIZED NON-HOMOGENEOUS MORREY SPACES AND OLSEN INEQUALITY GENERAZED NON-HOOGENEOUS ORREY SPAES AND OSEN NEQUATY Sihwaigum * H Guawa Y Soehaai W S uhi Aalsis a Geome Gou Facul o ahemaics a Naual Scieces aug siue o Techolog aug 43 oesia haiha@suesibaci hguawa uish

More information

Key Words: Lifetime Data Analysis (LDA), Probability Density Function (PDF), Goodness of fit methods, Maxi likelihood method.

Key Words: Lifetime Data Analysis (LDA), Probability Density Function (PDF), Goodness of fit methods, Maxi likelihood method. Relably predco based o leme daa aalyss mehodology: The Sgalg ETCS Tracksde Balse case sudy Absrac: The busess case ams o demosrae he leme daa aalyss mehodology applcao rom he hsorcal alure daa colleco

More information

24 dw 2. b.) Find the mean square value of the process in the frequency band of +/- 1 Hz centered on the origin. 2 arctan

24 dw 2. b.) Find the mean square value of the process in the frequency band of +/- 1 Hz centered on the origin. 2 arctan xeise 7-. sioy do oess hs o-sided sel desiy give y 6.) Fid he e-sque vlue o he oess. d d 6 d 6 6 6 3 3 3 3.) Fid he e sque vlue o he oess i he equey d o +/- Hz eeed o he oigi. Hz d 6 3 3 6.. 973 Hz his

More information

UNIT 3 MOMENTS 3.1 INTRODUCTION. Objectives. Structure 3.1 Introduction. 3.2 Introduction to Moments 3.3 Methods for Calculation of Moments

UNIT 3 MOMENTS 3.1 INTRODUCTION. Objectives. Structure 3.1 Introduction. 3.2 Introduction to Moments 3.3 Methods for Calculation of Moments UIT MOMETS Momets Stcte. Itocto Objectves. Itocto to Momets. Metos o Calclato o Momets Momets abot btay Pots Momets abot Og Momets abot Mea Relato betwee Momets abot Mea a Momets abot btay Pots Eect o

More information

A Novel DC-Side Current Injection Technique for 18-Pulse Converter System to Improve AC Line Condition

A Novel DC-Side Current Injection Technique for 18-Pulse Converter System to Improve AC Line Condition eraoal Elecrcal Egeerg Joural (EEJ) Vol. 6 (5) o.6 pp. 7-4 7-65 hp://www.eejoural.com/ A ovel DC-e Curre jeco Techque for -ulse Coverer ysem o mprove AC Le Coo. Veaa Ramaa a V. L.. asry ramaa.avaa@gmal.com

More information

Wage, Price Level, and Property Price in Hong Kong: A Simple Analytical Model with Forecast. Fuchun Jin 1

Wage, Price Level, and Property Price in Hong Kong: A Simple Analytical Model with Forecast. Fuchun Jin 1 Wae, ce evel, ad opey ce o Ko: Smple alycal Model h Foecas Fuchu J e Uvesy ad o Ko Isue fo Moeay eseach elmay veso, fo KIM sema o Febuay, 3 bsac hs pape aalyzes he deemao of ae, pce level, ad popey pce

More information

Forecasting Method Selection Using ANOVA and Duncan Multiple Range Tests on Time Series Dataset

Forecasting Method Selection Using ANOVA and Duncan Multiple Range Tests on Time Series Dataset Foecasing Mehod Selecion Using ANOVA and Duncan Muliple Range Tess on Time Seies Daase Adhisya Ena Pemanasai, Dayang Rohaya Awang Rambli, P. Dhanapal Duai Dominic Compue and Infomaion Science Dep., Univesii

More information

Energy Release Rate for Fiber Reinforced Polymer Composite

Energy Release Rate for Fiber Reinforced Polymer Composite IOSR Jounal o Applie Physics IOSR-JAP e-issn: 78-486.Volume 9, Issue Ve. II Jan. Feb. 7, PP 44-5 www.iosjounals.og Enegy Release Rate o Fibe Reinoce Polyme Composite Hisham Mohamme ali Hasan, Ela Ael Albee

More information

An Alternative Address Allocation Algorithm for IPv6. Mei Wang

An Alternative Address Allocation Algorithm for IPv6. Mei Wang A Alerave Address Alloao Algorhm for IPv6 Me Wag Advaed Arheure Group Cso Sysems RIPE, 0//005 Amserdam, The Neherlads Overvew A aalyal model o quafy he effes of address alloao shemes Fragmeao Effey Propose

More information

Two Explicit Formulae for Yield

Two Explicit Formulae for Yield Two Explc Fomulae fo Yeld Muhamed Boogovac, Ph.D. Peseed a Eepse Rsk Maageme Smposum Soce of cuaes Chcago, IL pl 3 6, 006 Copgh 006 b he Soce of cuaes. ll ghs eseved b he Soce of cuaes. Pemsso s gaed o

More information

A Generalization of RTM Inverse Scattering Imaging Conditions

A Generalization of RTM Inverse Scattering Imaging Conditions A Genealzaon of M Inese caeng Iagng Condons N. D. Whoe* PG UMMAY eese e gaon M agng can hae sgnfcan afacs whch ae geneaed by backscaeed and unng waes whee he souce and ecee waefelds ae n hase. hs ae ges

More information

Identification of Outliers in Time Series Data via Simulation Study

Identification of Outliers in Time Series Data via Simulation Study IOSR Jounal of Mahemacs (IOSR-JM) e-issn: 78-578, -ISSN: 319-765X. Volume 11, Issue 6 Ve. V (Nov. Dec. 015), PP 60-67 www.osjounals.og Idenfcaon of Oules n me Sees Daa va Smulaon Sudy 1 ADEWALE Asaa. O,

More information

Precise Velocity Estimation with a Stand-Alone GPS Receiver

Precise Velocity Estimation with a Stand-Alone GPS Receiver ecse Veloc Esmaon wh a Sand-Alone GS Receve Wedong Dng, Jnlng Wang School of Suveng and Spaal Infomaon Ssems The Unves of New Souh Wales Sdne, NSW 5, Ausala Tel: 6 9385 4 Fa: 6 933 7493 Emal: wedong.dng@unsw.edu.au

More information

Optimum Design of Three Layer Compound Cylinder

Optimum Design of Three Layer Compound Cylinder IOSR Jounal of Mechancal an Cvl Engneeng (IOSR-JMCE) e-issn 78-68,p-ISSN 0-X, Volume, Issue Ve. III (May- Jun. 0), - Tapan Majume, Susenj Saka, Sama Ch.Monal, Dulal Kshna Manal,,, (Depamen of Mechancal

More information

common source amplifier: the source is connected with the ground from the point of view of ac small signal equivalent circuits,

common source amplifier: the source is connected with the ground from the point of view of ac small signal equivalent circuits, cvy: evse all abo he jncon eld eec ranssors (j-fets and eal-oxdsecondcor eld eec ranssors (MO-FETs, her devce odels, he paraeers o he devce odels, her calclaon and se he bas po o he eld eec ranssors. Conens:..

More information

Multi-hop CDMA Cellular Networks with Power Control

Multi-hop CDMA Cellular Networks with Power Control Mult-hop CDM Cellula etwoks wth Powe Cotol ya adwa Hossa. Hassae elecoucatos eseach Lab (L) ECE Depatet chool of Coputg Quee s Uvesty Quee s Uvesty Kgsto, O, K7L 36 Kgsto, O, K7L 36 adwa@ee.queesu.ca hossa@cs.queesu.ca

More information

Note: For cars outside of the Maritime ProStock Tour please contact ICEBERG 200 Rules

Note: For cars outside of the Maritime ProStock Tour please contact ICEBERG 200 Rules RE GI S T E RBYMAY26T HI NCE NT I VE S -R 5b k p w h$200r onf -T onb don ono d -F omfi ond # -Gu n df onp P k n -F C mp n po -E y on u n dop np ont hu d yau17 h Addon d oun dp P mu b omp don h f o m ( $50on

More information

7:07 Simplifying Algebraic Fractions:

7:07 Simplifying Algebraic Fractions: 7:07 Sy Aea Fat: Mutat a Dv e quz 7:07 Sy te w: a y -------- 6 ----- -- 0a 8 y ----- ----- 9 Fate: 6 + 9 6 + 7 + 7 9 8 + 6 + 9 + y + a + ay 0 + 9 Jut a uea at a e e y ae at te ueat a te eat, aea at a te

More information

CORPORATE Tel: Fax:

CORPORATE  Tel: Fax: CORPORTE PRESENTTION www.progecovigo.com Tel: +349862288 Fax: +34986228888 Email: progeco@progecovigo.com THE COMPNY Progeco Vigo, S.. was set up in 1994 as the first maritime container depot in the Port

More information

Employee Engagement December 4, Board of Education

Employee Engagement December 4, Board of Education Employee Engagement December 4, Board of Education Employee Engagement Survey Results and Analysis Rockford Public Schools School Year: -2019 Project Overview Engagement is the connection that individuals

More information

Curcuma alismatifolia GAGNEP. LEAF MODELING THE PEROID OF VEGETATIVE GROWTH

Curcuma alismatifolia GAGNEP. LEAF MODELING THE PEROID OF VEGETATIVE GROWTH Cucua alisaifolia ANEP. EAF MODEIN THE PEROID OF VEETATIVE ROWTH Piyanee Hosuwan * Rungoe Nilhong MaejoUnivesiyPhae Capus Phae 0 THAIAND School of Science Mae Fahuang Univesiy Chiang Rai 00 THAIAND *e-ail:

More information

/12/$ IEEE

/12/$ IEEE 0 EEE 7 h Convenon o Eleccal and Eleconcs Engees sael Modelg and Analyss o he Cuen Souce Chaacescs o a So Swched esonan Convee lya Zelse, Membe, EEE and Sam Ben-Yaakov, ellow, EEE Depamen o Appled Physcs

More information

On Joint Distributions of Order Statistics from innid Variables

On Joint Distributions of Order Statistics from innid Variables O Joi Diibuio o Oe Saiic o ii Vaiabe M GÜNGÖR Depae o Maheaic Uiveiy o ia 9 Eazig Tuey gugo@iaeu Abac I hi uy he joi iibuio o oe aiic o ii ao vaiabe ae epee The oe eu coecig iibuio o oe aiic o ii ao vaiabe

More information

Heteroskedasticity. Heteroskedasticity means that the variance of the errors is not constant across observations.

Heteroskedasticity. Heteroskedasticity means that the variance of the errors is not constant across observations. Heeroskedascy Heeroskedascy means ha he varance of he errors s no consan across observaons. In parclar he varance of he errors may be a fncon of explanaory varables. Thnk of food expendre for example.

More information

Topology of PPI Networks: Applications and Questions

Topology of PPI Networks: Applications and Questions Babados Woshop on Biological and Comptational Analysis of Potein-Potein Inteaction etos Bellais Reseach Institte Babados 9-5 Apil 009 Topology of PPI etos: Applications and Qestions imsoon Wong Wos ith

More information

TRANSMISSION LINE MODELING (TLM) FOR EVALUATION OF ABSORPTION IN FERRITE BASED MULTI LAYER RADAR ABSORBER

TRANSMISSION LINE MODELING (TLM) FOR EVALUATION OF ABSORPTION IN FERRITE BASED MULTI LAYER RADAR ABSORBER TRANSMISSION LINE MODELING (TLM) FOR EVALUATION OF ABSORPTION IN FERRITE BASED MULTI LAYER RADAR ABSORBER M.R.MESHRAM, NAWAL K. AGRAWAL BHAROTI SINHA, Deparme of Elecrocs &Compuer Egeerg Ida Isue of Techology

More information

Variable annuities and embedded options valuation: a fuzzy logic framework

Variable annuities and embedded options valuation: a fuzzy logic framework osglo Nazoale elle Rceche Iso alcolo e Re a Ale Pesazo Vaable aes a embee oos valao: a fzzy logc famewok Massmo Esoso Alba Olao R-IAR-NA-- Mazo osglo Nazoale elle Rceche Iso alcolo e Re a Ale Pesazo IAR

More information

Indirect Tire Pressure Monitoring Using Sensor Fusion

Indirect Tire Pressure Monitoring Using Sensor Fusion --5 Indiec Tie Pessue Monioing Using Senso Fusion Copyigh Sociey of Auomoie Enginees, Inc. Niclas Pesson, Fedik Gusafsson Depamen of Elecical Engineeing, inköping Uniesiy Makus Deö Nia Dynamics AB ABSTRACT

More information

Analysis of Electric Stress in High Voltage Cables Containing Voids

Analysis of Electric Stress in High Voltage Cables Containing Voids Analysis of Electic Stess in High Voltage Cables Containing s Pashant S. Patel M.E. Electical (Powe System), Electical Engg. Dept. Paul Institute of Engg.and Tech., Limda, Waghodia Vial S. Chaudhai Assistant

More information

CUSUM-Variance Ratio Based Markov Chain Monte Carlo Algorithm in Overlapped Vehicle Tracking

CUSUM-Variance Ratio Based Markov Chain Monte Carlo Algorithm in Overlapped Vehicle Tracking 0 Ieraoal Coferece o Copuer Applcaos a Iusral Elecrocs (ICCAIE 0 CUSUM-Varace Rao Base Markov Cha Moe Carlo Algorh Overlappe Vehcle Trackg W.Y. Kow W.L. Khog Y.K. Ch I. Saa K.T.K. Teo Moellg, Sulao a Copug

More information

Standard Deviation of Travel Time in a Freeway Network a Mathematical Quantifying Tool for Reliability Analysis

Standard Deviation of Travel Time in a Freeway Network a Mathematical Quantifying Tool for Reliability Analysis Saar Devao o ravel me a Freeway ewor a Mahemacal Quayg ool or Relably Aalyss g WU a Jus GEISEFELD Isue or rac Egeerg a Maageme Ruhr Uversy Bochum Uversy Sree 50 4480 Bochum; PH +49 (34) 36557; FAX +49

More information

ESTIMATION OF EXCESSIVE HVAC ENERGY CONSUMPTION DUE TO FAULTY VAV UNITS. Department of Urban and Environmental Engineering, Kyoto University 2

ESTIMATION OF EXCESSIVE HVAC ENERGY CONSUMPTION DUE TO FAULTY VAV UNITS. Department of Urban and Environmental Engineering, Kyoto University 2 Ninh Inenaional IBPSA Coneence Monéal, Canada Augus -8, STIMATION OF XCSSIV HVAC NRGY CONSUMPTION DU TO FAULTY VAV UNITS Masao Miyaa, Haunoi Yoshida, Masahiko Asada, Kena Fujii 2, and Shio Hashiguchi 3

More information

Available online at ScienceDirect. Procedia Engineering 122 (2015 )

Available online at   ScienceDirect. Procedia Engineering 122 (2015 ) Available online at www.sciencediect.com ScienceDiect Pocedia Engineeing 122 (2015 ) 151 157 Opeational Reseach in Sustainable Development and Civil Engineeing - meeting of EURO woking goup and 15th Geman-Lithuanian-Polish

More information

GEO-SLOPE International Ltd, Calgary, Alberta, Canada Salt Flow Example

GEO-SLOPE International Ltd, Calgary, Alberta, Canada  Salt Flow Example 1 Intoduction Salt Flow Example Total hydaulic head consists o elevation head and pessue head. Pessue head is dependent on the density o the poe luid, which is a unction o both tempeatue and chemical composition.

More information

Sampling Error Estimation in Stratified Surveys

Sampling Error Estimation in Stratified Surveys Ope Joual of Statstcs 03 3 00- http://dxdoog/0436/ojs033303 Publshed Ole Jue 03 (http://wwwscpog/joual/ojs) Samplg Eo Estmato Statfed Suveys Rcado Cao José A Vla Jua M Vla Aa K ópez Depatmet of Mathematcs

More information

DESIGN AND FDTD MODELING OF MILLIMETER WAVE ANTENNA FOR WIRELESS SENSOR NETWORKS

DESIGN AND FDTD MODELING OF MILLIMETER WAVE ANTENNA FOR WIRELESS SENSOR NETWORKS Joural of Theorecal ad Appled Iformao Techolog 9 h Februar Vol 36 No 5 - JATIT & LLS All rghs reserved ISSN: 99-8645 wwwaorg -ISSN: 87-395 SIGN AN FT MOLING OF MILLIMTR WAV ANTNNA FOR WIRLSS SNSOR NTWORKS

More information

Keskustelualoitteita #57 Joensuun yliopisto, Taloustieteet. Jani Saastamoinen

Keskustelualoitteita #57 Joensuun yliopisto, Taloustieteet. Jani Saastamoinen Keskuselualoea #57 Joesuu ylopso, Talouseee Quale egesso aalyss of dspeso of sock eus - evdece of hedg? Ja Saasamoe ISBN 978-95-9--3 ISSN 795-7885 o 57 QUANTILE REGRESSION ANALYSIS OF DISPERSION OF STOCK

More information

Released Assessment Questions, 2015 QUESTIONS

Released Assessment Questions, 2015 QUESTIONS Relese Assessme Quesios, 25 QUESTIONS Gre 9 Assessme of Mhemis Alie Re he isruios elow. Alog wih his ookle, mke sure you hve he Aswer Bookle he Formul Shee. You my use y se i his ook for rough work for

More information

Chapter Statistics for Business and Economics 7 th Edition. Chapter 8. Estimation: Additional Topics. Chapter Goals

Chapter Statistics for Business and Economics 7 th Edition. Chapter 8. Estimation: Additional Topics. Chapter Goals Chapter 8 8-1 Statistics for Busiess a Ecoomics 7 th Eitio Chapter 8 Estimatio: Aitioal Topics Ch. 8-1 Chapter Goals After completig this chapter, ou shoul be able to: Form cofiece itervals for the ifferece

More information

MULTI-OBJECTIVE OPTIMIZATION OF PLANNING ELECTRICITY GENERATION AND CO 2 MITIGATION STRATEGIES INCLUDING ECONOMIC AND FINANCIAL RISK

MULTI-OBJECTIVE OPTIMIZATION OF PLANNING ELECTRICITY GENERATION AND CO 2 MITIGATION STRATEGIES INCLUDING ECONOMIC AND FINANCIAL RISK MULTI-OBJECTIVE OPTIMIZATION OF PLANNING ELECTRICITY GENERATION AND CO 2 MITIGATION STRATEGIES INCLUDING ECONOMIC AND FINANCIAL RISK Jee-Hoon Han and In-Beum Lee * Depatment of Chemical Engineeing POSTECH

More information

Reporting Checklist for Nature Neuroscience

Reporting Checklist for Nature Neuroscience Coesponding Autho: Manuscipt Numbe: Manuscipt Type: Yuki Oka NNA5991A Aticle Repoting Checklist fo Natue Neuoscience # Main Figues: 7 # Supplementay Figues: # Supplementay Tables: 0 # Supplementay Videos:

More information

Dynamic analysis of slab track for High-Speed Rail systems

Dynamic analysis of slab track for High-Speed Rail systems Dya aaly o lab a o Hgh-Seed Ral ye Abuza Poujaa Aba: Th udy a o aalyze lab a ye ude dee oeag odo. Ug double bea ye al ad loag lab ae odeled a Eule-eoull bea. To laye o g ad dae ae ulzed a ela laye. To

More information

Duration, convexity and portfolio immunization

Duration, convexity and portfolio immunization //004 Chrisos apahrisodoulou, Mälardale Uiversiy, School of Busiess Duraio, covexiy ad porfolio immuizaio Some priciples of bods prices As is kow, a bod s price is give by: C C C F + r r( + ( + + F If

More information

Conceptual Questions. Fig Fig.1.27 EXERCISES

Conceptual Questions. Fig Fig.1.27 EXERCISES XRISS oncepual Quesions. The number of decimal places in a measuremen along wih he uni is an indicaor of he precision of an insrumen. escribe wha kind of insrumens can be used o produce measuremens of

More information

10.2% 2.5% FY19 to FY21

10.2% 2.5% FY19 to FY21 POWER PRICES FALLING OVERALL RESIDENTIAL FY19 to FY21 10.2% Rising 2.5% FY19 to FY21 GR FY19 to FY21 2.1% PO L Falling CHEME PR NS IC E E Rising ES Falling WIRES P AND RI S E S CE TION PRI CE ERA N E S

More information

SURVEY OF MOVING CAR OBSERVER AND MKJI 1997 APPLICATIONS AGAINST THE TRAFFIC FLOW SECTION IN MERAUKE REGENCY

SURVEY OF MOVING CAR OBSERVER AND MKJI 1997 APPLICATIONS AGAINST THE TRAFFIC FLOW SECTION IN MERAUKE REGENCY Intenational Jounal of Civil Engineeing and Technology (IJCIET) Volume 9, Issue 10, Octobe 2018, pp. 876 882, Aticle ID: IJCIET_09_10_088 Available online at http://www.iaeme.com/ijciet/issues.asp?jtype=ijciet&vtype=9&itype=10

More information

HEURISTIC BASED APPROACH OF CELL FORMATION CONSIDERING OPERATION SEQUENCE

HEURISTIC BASED APPROACH OF CELL FORMATION CONSIDERING OPERATION SEQUENCE HEUISTIC BASED APPOACH OF CELL FOATIO COSIDEIG OPEATIO SEQUECE Amit ai Dixit, embe, IAEG. P. K. isha Abstact This pape pesents, a two-stage heuistic based pocedue fo geneating pat family and machine cell

More information

Analysis of temperature based radiation models for Nsukka

Analysis of temperature based radiation models for Nsukka Avalable ole at www.pelagaeseachlbay.com Pelaga Reseach Lbay Advaces Appled Scece Reseach, 4, (6:7- Aalyss of tempeatue based adato models fo Nsukka ISSN: 976-86 CODEN (USA: AASRFC Joh F. Wasah*, Alce

More information

Modeling of voice data integrated traffic in 3G mobile cellular network

Modeling of voice data integrated traffic in 3G mobile cellular network Regula pape Modelg of voce daa egaed affc 3G oble cellula ewo Idadul Ila, Jugal Kha Da, ad Sddque Hoa bac The o poa feaue of 3G oble cellula ewo oduco of voce daa egaed evce ude ullayeed cell evoe o uppo

More information

ANALYTICAL COMPUTATION OF MAGNETIZING INDUCTANCES FOR THE SYNCHRONOUS RELUCTANCE MOTOR WITH AXIALLY-LAMINATED ROTOR

ANALYTICAL COMPUTATION OF MAGNETIZING INDUCTANCES FOR THE SYNCHRONOUS RELUCTANCE MOTOR WITH AXIALLY-LAMINATED ROTOR Wokshop o ELECTRICAL MACHINES' PARAMETERS Tehal Uvesty o Cluj-Napoa, 6 th o May 00 ANALYTICAL COMPUTATION OF MAGNETIZING INDUCTANCES FOR THE SYNCHRONOUS RELUCTANCE MOTOR WITH AXIALLY-LAMINATED ROTOR Ileaa

More information

Families on the Periodic Table

Families on the Periodic Table Families on the Periodic Table Elements on the periodic table can be grouped into families based on their chemical properties. Each family has a specific name to differentiate it from the other families

More information

Q22M, T44W, R81G, H83G, T84M, N130G, N172M, A234S, T236L, C9G, V48G, L50W, T78S, S101E, E237M, T265S, W267F 7, 11, , 239,

Q22M, T44W, R81G, H83G, T84M, N130G, N172M, A234S, T236L, C9G, V48G, L50W, T78S, S101E, E237M, T265S, W267F 7, 11, , 239, 111 Table 4-1. Summary of design calculations for Kemp elimination enzymes. The residues allowed for each required catalytic contact are indicated along with the actual catalytic residue chosen from the

More information

Concentric Induction Heating for Dismantlable Adhesion Method

Concentric Induction Heating for Dismantlable Adhesion Method Concentic Induction Heating fo Dismantlable Adhesion Method Keywods «Induction heating», «Inteio constuction», «High fequency invete», «Allove method», «Dismantleable adhesion» Abstact A dismantlable (=dismantle-able)

More information

A METHODOLOGY FOR ANALYSIS OF FLUID STRUCTURE INTERACTION IN NAVAL PROBLEMS

A METHODOLOGY FOR ANALYSIS OF FLUID STRUCTURE INTERACTION IN NAVAL PROBLEMS A Mehodology fo Aalyss of Fld Sce Ieaco Naval Poblems A METHODOLOGY FOR ANALYSIS OF FLUID STRUCTURE INTERACTION IN NAVAL PROBLEMS ABSTRACT J. Gacía ad E. Oñae Ieaoal Cee fo Nmecal Mehods Egeeg (CIMNE)

More information

The numerical simulation on welding stress field of high strength steel. for axle case steel 390Q

The numerical simulation on welding stress field of high strength steel. for axle case steel 390Q Advaced Mateials Reseach Olie: 011-05-1 ISSN: 166-8985, Vols. 9-4, pp 70-75 doi:10.408/www.scietiic.et/amr.9-4.70 011 as ech Publicatios, Switelad he umeical simulatio o weldig stess ield o high stegth

More information

Chemistry*120* * Name:! Rio*Hondo*College* * * EXAMPLE*EXAM*1*!

Chemistry*120* * Name:! Rio*Hondo*College* * * EXAMPLE*EXAM*1*! Chemistry*120* * Name: EXAMPLE*EXAM*1* Exam)#1 100)points) Directions:)Answereachquestionbelowtothebestofyourability.Showallworkwherecalculations arerequired.aninformationsheetwithaperiodictableisattachedtothebackoftheexam;youmay

More information

Sourcing model based design objective: to reduce the risk of supply chain approach (Case Study: Supply Chain Saipa group)

Sourcing model based design objective: to reduce the risk of supply chain approach (Case Study: Supply Chain Saipa group) eaoal Reseach oual of Appled ad Basc ceces Avalable ole a www.abs.co -88X / Vol, 9 (): 8-9 cece Exploe Publcaos oucg odel based desg obecve: o educe he sk of supply cha appoach (Case udy: upply Cha apa

More information

ScienceDirect. Measuring solid liquid interfacial energy by grain boundary groove profile method (GBG)

ScienceDirect. Measuring solid liquid interfacial energy by grain boundary groove profile method (GBG) Available online at www.sciencediect.com ScienceDiect Mateials Today: Poceedings 2S (215 ) S36 S313 Joint 3d UK-China Steel Reseach Foum & 15th CMA-UK Confeence on Mateials Science and Engineeing Measuing

More information

Application of Haar-Wavelet Based Multiresolution Time-Domain Schemes to Electromagnetic Scattering Problems

Application of Haar-Wavelet Based Multiresolution Time-Domain Schemes to Electromagnetic Scattering Problems Subed o he I Tras. Aeas Propagao; Aprl 999; revsed Aprl 6 Applcao o aar-wavele Based Mulresoluo Te-Doa Schees o lecroagec Scaerg Probles Traa Dogaru ad awrece Car Depare o lecrcal ad Copuer geerg Due Uvers

More information

Area covered: Herbicide Treatment area from Rte 79 bridge to the south up to the Allan Treman Marina Boat Launch

Area covered: Herbicide Treatment area from Rte 79 bridge to the south up to the Allan Treman Marina Boat Launch Hydrilla Survey Report 7 November 2011 Compiled by Holly Menninger, PhD Area covered: Herbicide reatment area from Rte 79 bridge to the south up to the Allan reman Marina Boat Launch Survey crews: Boat:

More information

ANALYSING THE UNIFORMITY OF AN AUTOMOBILE WHEELS DISTRIBUTION OF SLIPPING AND SKIDDING

ANALYSING THE UNIFORMITY OF AN AUTOMOBILE WHEELS DISTRIBUTION OF SLIPPING AND SKIDDING eraoal Joural of Moder Maufacurg Techologes SSN 067 3604, Vol. V, No. / 015 ANALYSNG THE UNFORMTY OF AN AUTOMOBLE WHEELS DSTRBUTON OF SLPPNG AND SKDDNG Al-Mara Pucou 1, Mara Truţă 1, Mar Marescu 1, Dăuţ

More information

International Journal of Modern Engineering Research (IJMER) Vol.3, Issue.1, Jan.-Feb pp ISSN:

International Journal of Modern Engineering Research (IJMER)  Vol.3, Issue.1, Jan.-Feb pp ISSN: Inenaional Jounal of Moden Engineeing Reseach (IJMER) Vol.3, Issue., Jan.Feb. 3 pp7 ISSN: 496645 Dynamic Response Analysis of Auomaic Geneaion Conol in a Aea (Rehea & NonRehea) Ineconneced Powe Sysem and

More information

Re-Designing a Customer Satisfaction and Loyalty Program via Linkage

Re-Designing a Customer Satisfaction and Loyalty Program via Linkage Re-Designing a Custome Satisfaction and Loyalty Pogam via Linkage Pesented by: Lezlee Danne Roche Diagnostics IIR Linking Custome Satisfaction to Custome Pofitability Febuay 16-18, 2005 Agenda Roche Diagnostics

More information

Date: Worksheet 6-6: Exponential Growth and Decay Modelling. Doubling: Doubling time is the time it takes for a population to double in size.

Date: Worksheet 6-6: Exponential Growth and Decay Modelling. Doubling: Doubling time is the time it takes for a population to double in size. Dae: Workshee 6-6: Exponenial Growh and Decay Modelling Doubling: Doubling ime is he ime i akes for a populaion o double in size. The relaion for doubling is P P0 (2 ) d, where P represens he populaion,

More information

Computer simulation: radiation damaging of multilayer solids and thin film formation on solid surface

Computer simulation: radiation damaging of multilayer solids and thin film formation on solid surface Keldysh Isue Publcao seach Keldysh Isue peps Pep No. 1 01 Bodaeva A.L. Zmevskaya G.I. Compue smulao: adao dama of mullaye solds ad h flm fomao o sold suface Recommeded fom of bbloaphc efeeces: Bodaeva

More information

Abstract. Keywords: Warrants, Executive Stock Options, Value of the Firm, Risk-neutral, Distribution. JEL Classification: G12, G13.

Abstract. Keywords: Warrants, Executive Stock Options, Value of the Firm, Risk-neutral, Distribution. JEL Classification: G12, G13. Absac This pape ses ou o poie a isk-managemen ool namely he isibuion o he sock pice o a waan-issuing im an a he same ime esoles an ousaning issue beween he heoy an he empiical eience o he waan picing lieaue.

More information

Segregation Heterozygote self-pollinated same genotype Self-pollination 3:1 phenotypic ratio the recessive allele was passed on, unchanged alleles

Segregation Heterozygote self-pollinated same genotype Self-pollination 3:1 phenotypic ratio the recessive allele was passed on, unchanged alleles Segregaion Heerozygoe Mendel did no cross-pollinae his generaion. He self-pollinaed hem because he inferred hey were all he same genoype. Mendel looks surprised in he caroon because when he firs performed

More information

The 23 rd. Corresponding author: Tel ,

The 23 rd. Corresponding author: Tel , The 3 d Confeence of the Mechanical Engineeing Netwok of Thailand Novembe 4 7, 009, Chiang Mai Eos Compaison of aious Flow elocity Convesion Methods fo Tubulent Flow in Cicula Pipe Khajonsak Jeenkhajon

More information

GS SCM IM. M. Delefrate / November siemens.com/answers Restricted Siemens AG All rights reserved

GS SCM IM. M. Delefrate / November siemens.com/answers Restricted Siemens AG All rights reserved GS SCM IM M. Delefrate / November 2015 siemens.com/answers Restricted Siemens AG 2014. All rights reserved Flat and market driven organization along the value chain will capture growth opportunities Americas

More information

Determination of Strain Rate Sensitivity (SRS) for Grain Size Variants on Nanocrystalline Material Produced by ARB and ECAP

Determination of Strain Rate Sensitivity (SRS) for Grain Size Variants on Nanocrystalline Material Produced by ARB and ECAP Wol Acaemy of Science, Engineeing an Technology Inenaional Jounal of Maeials an Meallugical Engineeing Vol:9, No:, 05 Deeminaion of Sain Rae Sensiiviy (SRS) fo Gain Size Vaians on Nanocysalline Maeial

More information

Computer programming for prediction of soil bulk density effect on trencher design parameters

Computer programming for prediction of soil bulk density effect on trencher design parameters 4 ecembe, 011 Vol. 4 No.4 Compue pogamming o pedicion o soil bulk densiy eec on enche design paamees ohamed Hassan ahab 1, oayed ohamed balal (1. epamen o Agiculual Engineeing, Faculy o Agiculue, Shamba,

More information

TC burrs for tough applications especially in foundries, dockyards and steel constructions

TC burrs for tough applications especially in foundries, dockyards and steel constructions TC bus fo tough applications especially in foundies, dockyads and steel constuctions High-pefomance cuts THOUGH, THOUGH-S TRUST BLUE Innovative high-pefomance cuts poviding exceptional impact esistance

More information

τ w ρπd u y , is calculated in terms of the mean velocity, V, from the laminar velocity profile of the circular tube as follows: w o

τ w ρπd u y , is calculated in terms of the mean velocity, V, from the laminar velocity profile of the circular tube as follows: w o Flo i a cicla tbe The all shea stess fo a cicla tbe ith the diamete d ca be calclated fom the pesse dop p as follos: Fo a flly developed lamia flo, d p x µl Δp d mµ τ. ρπd Netoia Flids A Netoia flid (amed

More information

Multi-year Expert Meeting on Transport, Trade Logistics and Trade Facilitation:

Multi-year Expert Meeting on Transport, Trade Logistics and Trade Facilitation: Multi-yea Expet Meeting on Tanspot, Tade Logistics and Tade Facilitation: Second session: Tade facilitation ules as a tade enable: options and equiements Geneva, 1 3 July 2014 ENABLING TRADE THROUGH TRADE

More information

NEW AND UPDATED BUDGETARY SENSITIVITIES

NEW AND UPDATED BUDGETARY SENSITIVITIES EUOPEAN COMMISSION DIECTOATE ENEAL ECONOMIC AND FINANCIAL AFFAIS Brussels, 30 Sepember 2005 ECFIN/B/6(2005)EP54508 NEW AND UPDATED BUDETA SENSITIVITIES FO THE EU BUDETA SUVEILLANCE (Informaion noe for

More information

SECTION 3. Metric Series Bearings

SECTION 3. Metric Series Bearings SECTION 3 SECTION 3 Stana metic seies aial beaings cay moeate aial an thust loas at low opeating toque an povie high pefomance within small envelope esigns. Stainless steel o chome steel beaings ae available

More information