Subcarrier Combining for An Analog Single-Carrier Transmission

Size: px
Start display at page:

Download "Subcarrier Combining for An Analog Single-Carrier Transmission"

Transcription

1 Subaie Combiig fo A Aaog Sige-Caie Tasmissio Thah ai VO Shiya KUAGAI ad Fumiyui ADACI Depatmet of Commuiatios Egieeig Gaduate Shoo of Egieeig Tohou Uivesity Aza-Aoba Aamai Aoba-u Sedai iyagi Japa {vothahhai umagai}@mobieeeitohouajp adahi@eeitohouajp Abstat Aaog sige-aie tasmissio with fequeydomai equaizatio (aed aaog SC-FDE) was eety poposed i ode to impove pefomae of aaog siga tasmissio Aaog SC-FDE siga spetum has a ompex ojugate eatio betwee owe sidebad (LSB) ad uppe sidebad (USB) sie aaog siga is ea-vaued Expoitig this popety the eeived LSB ad USB subaies a be ombied to obtai a additioa fequey divesity gai I this pape a subaie ombiig method is poposed to impove the pefomae of aaog SC-FDE A theoetia aaysis of omaized mea squae eo (SE) pefomae is peseted to evauate the effet of subaie ombiig ad is ofimed by ompute simuatio It is show that subaie ombiig impoves effetivey the SE pefomae i mutipath fadig hae Keywods aaog SC-FDE; subaie ombiig; atea divesity I ITRODUCTIO Digita wieess siga tasmissio tehoogy has bee otiuousy evovig ad is widey adopted i most of wieess ommuiatio systems []-[] oweve aaog siga tasmissio is sti attative fom the viewpoit of spetum effiiey The siga badwidth of aaog siga tasmissio is muh aowe tha that of digita siga tasmissio beause eithe soue odig o hae odig is used Due to the aowbad atue the popagatio hae i the aaog siga tasmissio is osideed to be fequeyoseetive [3] Cosequety the eeived siga suffes fom fequet fades ad its quaity degades seveey whe eithe a tasmitte o a eeive moves duig ommuiatio I ode to oveome this pobem we eety poposed a aaog sige-aie tasmissio with fequey-domai equaizatio (aed aaog SC-FDE) [4] Aaog SC-FDE appies disete Fouie tasfom (DFT) fequey-domai spetum shapig ad mappig ivese DFT (IDFT) ad yi pefix (CP) isetio befoe tasmissio At the eeive oe-tap FDE [5]-[6] is appied to tae advatage of fequey-seetive fadig hae utiaess usig aaog SC-FDE is possibe based o the piipe of fequey-divisio mutipe aess (FDA) Theefoe the spetum effiiey is the same as ovetioa aaog siga tasmissio (ie it is iheety aowbad) e showed i [4] that aaog SC-FDE ahieves bette omaized mea squae eo (SE) pefomae tha the ovetioa aaog siga tasmissio I patiua ombiatio of distibuted spetum mappig [7] ad miimum mea squae eo (SE)-based FDE gives the best pefomae I aaog SC-FDE sie the aaog siga is ea-vaued the uppe sidebad (USB) ad owe sidebad (LSB) fequey ompoets (subaies) ae i a ompex ojugate eatio This ompex ojugate eatio motivates us to popose a subaie ombiig method fo aaog SC-FDE i ode to obtai a additioa fequey divesity gai Theefoe it is expeted to futhe impove the SE pefomae I this pape a theoetia aaysis of the SE pefomae is peseted ad is ofimed by ompute simuatio The esuts show that subaie ombiig impoves effetivey the SE pefomae of aaog SC-FDE i a mutipath fadig hae The emaide of this pape is ogaized as foows I Setio II the subaie ombiig method is poposed fo aaog SC-FDE The theoetia aaysis of SE pefomae is give i Setio III Setio IV povides the ompute simuatio esuts Fiay ousio is peseted i Setio V II SUBCARRIER COBIIG FOR AALOG SC-FDE The tasmissio system mode of aaog SC-FDE with subaie ombiig is iustated i Fig I this pape we oside a system with sige tasmit atea ad eeive ateas s(t) -CP t LPF -poit DFT s() yquist-ate sampig De-mappig -poit DFT Spetum shapig fite (a) Tasmitte Joit FDE & Subaie Comb (b) Reeive -poit IDFT Fig System mode appig s ( ) Rea pat output AGC -poit IDFT CP LPF s ( t ) t /5/$3 5 IEEE

2 A Tasmit Siga Repesetatio At the tasmitte afte imitig badwidth by ow-pass fite (LPF) the aaog siga s(t) is samped at the yquist ate of /T The sampe sequee is the gouped ito a sequee of siga bos of sampes eah Eah siga bo {s(); } is tasfomed by -poit DFT ito fequey-domai siga bo {S(; } without eithe quatizatio o soue eodig The -th fequey ompoet S( / of LSB a be expessed as S( s( ) exp jπ s( )exp jπ( S ( () Fom Eq () it is obvious that thee is a ompex ojugate eatio betwee the fequey ompoets of LSB {S(; / } ad USB {S(; / } exept S() ad S(/) as show i Fig The spetum shapig fite is assumed as a idea bi wa LPF to tasmit the whoe spetum of aaog siga Afte the fiteig the mappig opeatio assigs the esutat fequey ompoets ove a boade badwidth havig (>>) othogoa subaies to tae advatage of hae fequey-seetivity (ie fequey divesity) The mappig is pefomed i aodae with distibuted mode [7] whee the fequey ompoets {S(; } ae mapped uifomy ove the badwidth havig subaies { X ( ); } as S( X ( ) () othewise The uused subaies whih ae oupied by zeos ae assiged to othe uses A exampe of distibuted mappig with 8 3 is iustated i Fig 3 The esutat fequey-domai siga havig subaies is tasfomed by -poit IDFT ba ito timedomai A siga bo {x(); } at a ate of / Ts ( / ) / T is obtaied as x( ) X exp jπ (3) The disete-time siga bos { x ( ); g } afte isetig CP a be expessed usig the equivaet ow-pass epesetatio as x( ) P x( mod ) (4) whee P is the aveage tasmit powe B Reeived Siga Repesetatio A quasi-stati fequey-seetive hae osistig of L distit popagatio paths is assumed whee the hae stays ostat duig the siga tasmissio peiod of oe bo The maximum time deay of hae is osideed to be shote tha the CP egth The hae impuse espose h (τ ) betwee the tasmitte ad the ( )-th eeive atea a be expessed as Fig Fequey ompoets of the aaog siga Use # Use # Use # Use # h S( Compexojugate / - S( X ( ) Fig 3 Distibuted mappig L ( τ ) h δ ( τ τ ) (5) whee h τ ad δ () ae the path gai with L E [ h ] (E[] deotes the esembe aveage opeatio) T s -spaed time deay of the -th path with τ ad deta futio espetivey The tasmitted sigas ae eeived by eeive ateas The disete-time eeived siga { ( ); g } at the -th eeive atea is desibed as L ( ) h x( ) z ( ) τ (6) whee z () is the ompex Gaussia oise sampe with zeomea ad vaiae /T s with beig the sige-sided powe spetum desity of the additive white Gaussia oise Afte emovig CP eah eeived siga bo is deomposed by -poit DFT ito othogoa subaies { R ; } R ( is expessed as R P X( Z (7) whee ( ad Z ( ae espetivey the hae gai ad the oise ompoet give by L τ h exp j π (8) v Z z ( ) exp j π The de-mappig whih is the evese opeatio of mappig doe at the tasmitte pis out the desied subaies R ad oespodig hae gai fo as R R ( ) (9) ( ) ' ' '

3 C Joit Subaie Combiig ad FDE By expoitig the ompex ojugate eatio i desied siga betwee LSB ad USB subaies joit subaie ombiig ad FDE is pefomed to demoduate the fequey ompoets { S ; } of eoveed aaog siga I additio the oespodig subaies fom othe ateas ae aso ombied as show i Fig 4 The -th demoduated fequey ompoet S ( ) is expessed as R ( ) / S { } R ( ) ( ) ( ) othewise R () whee ( ( ad ( ae SE-FDE weights desiged to miimize mea squae eo (SE) betwee the demoduated siga S ( ) ad tasmitted siga P S ( ) They ae deived as fo / () Γ ( ) Γ Γ ( ) fo ad / () I Eqs () ad () Γ PT s ad [] * deotes the ompex ojugate opeatio The demoduated fequey-domai siga { S ; } is the tasfomed ba ito the time-domai by -poit IDFT Afte appyig automati gai oto (AGC) [8] ad piig out the ea pat the demoduated timedomai siga { s ( ); } is give by s ( ) Re S exp jπ ε (3) s( ) Re{ μ( ) μoise( ) } whee ε μ ( ) ad μ oise ( ) ae espetivey omaizatio fato of AGC esidua ite-sampe itefeee () ad equivaet oise Fiay the aaog siga s ( t ) is eostuted by LPF fom disete-time sequee s ( ) III SE AALYSIS The SE fo evauatig tasmissio pefomae is defied by E[ s ( ) s( ) ] SE (4) E[ s( ) ] ithout oss of geeaity the tasmit siga is assumed to have uit aveage powe Fom Eq (3) the SE beomes SE E Re{ μ ( ) μ ( )} (5) [ ] oise (a) ithout subaie ombiig (b) ith subaie ombiig Fig 4 Joit subaie ombiig ad FDE with eeive atea divesity Sie μ ( ) ad μ oise ( ) ae ea-vaued ad statistiay idepedet the vaiae σ of μ ) μ ( ) μ ( ) is ( oise expessed by [ ] [ ] σ E μ ( ) E Re{ μ( )} σ σ (6) oise whee σ ad σ oise ae the vaiae of μ ( ) ad μ oise( ) espetivey They ae deived as (the deivatio is omitted fo the bevity) ( σ Γ σ oise ( whee ad ( ) is give by (7) / ( ) ( ) ( ) ( othewise (8) / (9) ( ) ( ) othewise The oditioa SE fo give set of hae gais { ; } a be auated fom Eqs (5) (7) as SE ( Γ { }) σ σ Γ oise () The deomiato of fist tem i Eq () expesses the powe oeffiiet of desied siga Fom Eqs () (8) ad () it shoud be oted that the powe oeffiiet of desied siga is omposed of the sum of ad ( fo exept / I ( S ( ) - fom othe ateas ( S ( ) ) - fom othe ateas ( )

4 othe wods subaie ombiig ahieves a atea divesity ode of appoximatey oweve the ahievabe divesity ode depeds o oeatio betwee ad ( (ie hae fequeyseetivity stegth) ideed This is disussed i simuatio esuts The aveage SE is umeiay auated by aveagig Eq () ove a possibe eaizatios of hae gai { ; } IV COPUTER SIULATIO A Compute Simuatio Coditio The oditios fo the umeia evauatio of theoetia aveage SE ad ompute simuatio ae summaized i Tabe I e assume the badwidth-imited (4 z) voie tasmissio (a ews aoue voie) A sampig ate of /T 8 z (sampe duatio of T 5 mse) a time-domai siga bo of 64 sampes a adjaet subaie iteva of 5 z ad a distibuted mappig ove 89 subaies ae aso assumed As a popagatio hae Rayeigh fadig hae havig a T s -spaed (T s T / μse) L6-path with expoetia powe deay pofie whee β is deay fato is osideed A vey sow (o bo fadig mode is assumed whee fadig stays uhaged ove eah bo of 89 sampes fo aaog SC-FDE The time deay of -th path is set to τ ad the maximum deay diffeee is ess tha CP egth Idea hae estimatio ad idea fast AGC ae aso assumed The evauatio of theoetia aveage SE is doe by ote-cao umeia omputatio method as foows The set of path gais { h ; L } is geeated fo obtaiig hae gai ad SE-FDE weight usig Eqs (8) () ad () This is epeated suffiiety to obtai the aveage SE TABLE I COPUTER SIULATIO CODITIO Siga tasmissio Aaog siga Sampig ate Aaog SC-FDE with Subaie Combiig Voie (shot ews) /T 8 z DFT size 64 Spetum shapig fite appig Idea bi wa LPF Distibuted mode Tota o of subaies 89 CP egth g 6 o of Tx ateas t o of Rx ateas 4 Chae FDE weight Chae estimatio & Fast AGC Fequey-seetive bo Rayeigh fadig L6-path expoetia powe deay pofie with deay fato β 3 6dB SE Idea Aveage SE Aveage SE 4 Simuatio g 6 βdb w/ subaie omb w/o subaie omb Theoetia Aveage omaized tasmit powe P/ (db) Fig 5 SE pefomae g 6 βdb Simuatio w/ Subaie omb ( t ) w/ STTD ( t ) Aveage omaized tasmit powe P/ (db) Fig 6 Compaiso betwee subaie ombiig ad STTD Aveage SE 3 4 Aaog SC-FDE w/ subaie omb L6 Simuatio β db β 3 db β 6 db Aveage omaized tasmit powe P/ (db) Fig 7 Impat of deay fato β o SE pefomae

5 Aveage SE P/ 49dB P/ 59dB Aaog SC-FDE w/ subaie omb theeby degadig the SE pefomae due to a smae divesity gai O the othe had Fig 8 pots the SE pefomae as a futio of omaized oot mea squae (ms) deay spead τ ms /T s whe β db It is see that as τ ms /T s > 5 (ie L > ) the additioa fequey divesity gai obtaied by subaie ombiig is suffiiet I othe wods the esut shows that the poposed subaie ombiig is effetive i the mutipath fadig hae 3 Simuatio βdb omaized ms deay spead τ ms /T s Fig 8 Impat of hae fequey-seetivity o SE pefomae B SE pefomae The SE pefomae of aaog SC-FDE with subaie ombiig is show i Fig 5 Fo pupose of ompaiso the pefomae of aaog SC-FDE without subaie ombiig is aso potted A faiy good ageemet betwee the umeia ad simuatio esuts is foud It is obvious that the SE pefomae of aaog SC-FDE is effetivey impoved by subaie ombiig owig to the additioa fequey divesity gai By expoitig the ompex ojugate eatio betwee the LSB ad USB spetum subaie ombiig with eeive ateas a ahieve simia divesity ode to ( )-bah eeive atea divesity oweve a pefomae degadatio of appoximatey 3 db is see i ompaiso betwee subaie ombiig havig eeive ateas ad the ase havig eeive ateas without subaie ombiig The easo is disussed as foows At the eeive two subaies havig ompex ojugate eatio i desied siga ae used fo subaie ombiig to epodue two fequey ompoets Theefoe the demoduated fequey ompoets aso have the ompex ojugate eatio theeby poduig the ompex ojugate eatio betwee LSB ad USB of the eoveed aaog siga I othe wods the impat of ite-sampe itefeee ad oise beomes doube those i aaog SC-FDE without subaie ombiig afte the opeatio of IDFT ad ea-pat output This eads to the pefomae degadatio As ieases the spae divesity gai beomes the domiat fato of pefomae impovemet Theefoe the effet of subaie ombiig whih eads to the pefomae impovemet visiby beomes smae as show i Fig 5 Fig 6 shows ompaiso betwee the effet of subaie ombiig ad spae-time tasmit divesity (STTD) [9] o aaog SC-FDE I ase of usig STTD the umbe t of tasmit ateas was set to t Fig 6 ofims that athough the sige tasmit atea is used subaie ombiig ahieves simia divesity ode to -bah STTD A mio diffeee is see beause the subaie R ( ) at / aot obtai additioa fequey divesity gai by subaie ombiig as the othes The additioa divesity gai obtaied by subaie ombiig depeds o the stegth of hae fequey-seetivity Ivestigatio esuts of this impat o SE pefomae ae show i Figs 7 ad 8 Fig 7 shows the SE pefomae i ase of deay fato β 3 6 db whe L 6 It is ofimed that β (a uifom powe deay pofie) gives the best pefomae As β ieases the hae fequey-seetivity beomes weae V COCLUSIO I this pape by expoitig the ompex ojugate eatio betwee the LSB ad USB subaies of a ea-vaued siga a subaie ombiig method fo aaog SC-FDE is poposed i ode to obtai a additioa fequey divesity gai ad theefoe futhe impove the SE pefomae A theoetia aaysis of the SE pefomae was peseted ad ofimed by ompute simuatio It was show that subaie ombiig a effetivey impove the SE pefomae i a mutipath fadig hae The simia divesity ode to -bah STTD is obtaiabe athough the sige tasmit atea is used The impat of hae fequey-seetivity o SE pefomae was aso ivestigated to show the effetiveess of subaie ombiig I this pape the tasmissio of sige aaog siga steam was peseted oweve it shoud be oted that mutipe aaog siga steams usig the poposed aaog SC- FDE a be tasmitted based o the FDA piipe whih ahieves the same spetum effiiey as the ovetioa aaog siga tasmissio system Aso i this pape the pefet hae estimatio was assumed The hae estimatio fo aaog SC-FDE is eft as ou impotat futue study Aso eft fo ou futue study is the pefomae ompaiso betwee the poposed aaog siga tasmissio ad digita siga tasmissio REFERECES [] Y Kim BJ Jeog J Chug C-S wag JS Ryu K- Kim ad YJ Kim Beyod 3G; visio equiemets ad eabig tehoogies IEEE Commu ag vo 4 o 3 pp -4 ah 3 [] Y Pa ad F Adahi Ehaed adio aess tehoogies fo ext geeatio mobie ommuiatio Spige 7 [3] A Godsmith ieess ommuiatios Cambidge Uivesity Pess 5 [4] T Vo S Kumagai T Obaa ad F Adahi Aaog sige-aie tasmissio with fequey-domai equaizatio IEICE Tas Commu voe97-b o9 pp Sept 4 [5] D Faoe SL Aiyavistau A Beyami-Seeya ad B Eidso Fequey domai equaizatio fo sige-aie boadbad wieess systems IEEE Commu ag vo 4 o 4 pp Api [6] F Adahi Tomeba ad K Taeda Fequey-domai equaizatio fo boadbad sige-aie mutipe aess IEICE Tas Commu vo E9-B o 5 pp ay 9 [7] G yug J Lim ad DJ Goodma Sige aie FDA fo upi wieess tasmissio IEEE Vehiua Teho ag vo o 3 pp 3-38 Sept 6 [8] Y a Z ag L Li ad Y Zhao A fast automati gai oto sheme fo IEEE 854 eeive Po IET d Iteatioa Cofeee o ieess obie ad utimedia etwos (IC) pp 67-7 Ot 8 [9] T Vo S Kumagai ad F Adahi A ove aaog siga tasmissio usig joit spae-time tasmit divesity ad eeive atea divesity Po IEEE 8th Vehiua Tehoogy Cofeee (VTC4-Fa) Sept 4

To Bean or not to bean! by Uwe Rosenberg, with illustrations by Björn Pertoft Players: 2 7 Ages: 10 and up Duration: approx.

To Bean or not to bean! by Uwe Rosenberg, with illustrations by Björn Pertoft Players: 2 7 Ages: 10 and up Duration: approx. To o ot to b! by Uwe Rosebeg, with illustatios by jö Petoft Playes: Ages: ad up Duatio: appox. miutes ohaza_relauch_regel_eng_a_.idd // : AM The Id of the Game ohaza is all about platig, tadig, ad havestig

More information

MPEG4 Traffic Modeling Using The Transform Expand Sample Methodology

MPEG4 Traffic Modeling Using The Transform Expand Sample Methodology MPEG4 Traffi Modelig sig The Trasform Expad Sample Methodology Ashraf Matrawy Ioais Lambadaris Chagheg Huag Broadbad Networks Laboratory Departmet of Systems ad Computer Egieerig Carleto iversity {amatrawy,

More information

Keller Central Percussion

Keller Central Percussion Kee Centa Pecussion Font Ensembe Execise Packet The fooing pages incude basic to intemediate technique and coodination execises fo the maching pecussion idiom. A stong gasp of these fundamentas is essentia

More information

AN IMPROVED VARIABLE STEP-SIZE AFFINE PROJECTION SIGN ALGORITHM FOR ECHO CANCELLATION * Jianming Liu and Steven L Grant 1

AN IMPROVED VARIABLE STEP-SIZE AFFINE PROJECTION SIGN ALGORITHM FOR ECHO CANCELLATION * Jianming Liu and Steven L Grant 1 AN IMPROVED VARIABLE SEP-SIZE AFFINE PROJECION SIGN ALGORIHM FOR ECHO CANCELLAION * Jiamig Liu ad Steve L Grat Departmet of Eectrica ad Computer Egieerig, Missouri Uiversity of Sciece ad echoogy, Roa,

More information

The game of competitive sorcery that will leave you spellbound.

The game of competitive sorcery that will leave you spellbound. A Game by Buce Basi The game of competitive socey that will leave you spellbound. 0 min 4+ 2- Toubles a-bewin! It s exam time at the School of Socey and the mischievous witches ae caft thei stongest potions

More information

Digital Signal Processing, Fall E-Study -

Digital Signal Processing, Fall E-Study - Digita Siga Procssig, Fa 5 - E-Study - Lctur : Fast Fourir Trasform Zhg-Hua Ta Dpartmt of Commuicatio Tchoogy aborg Uivrsity, Dmar zt@om.aau.d Digita Siga Procssig, X, Zhg-Hua Ta, 5 Cours at a gac MM Discrt-tim

More information

WPA REGIONAL CONGRESS OSAKA Japan 2015

WPA REGIONAL CONGRESS OSAKA Japan 2015 !!!!!!!!! -1- WPA REGIONAL CONGRESS OSAKA Japan 2015 "! " -2- !!!! -3- " " "!! " " -4- !!!!!!!!!!!!!! -5- !!!!!!!!!!!!!!! -6- WPA REGIONAL CONGRESS OSAKA Japan 2015! -7- ! "!! -8- -9- WPA REGIONAL CONGRESS

More information

Ranking Fuzzy Numbers by Using Radius of Gyration

Ranking Fuzzy Numbers by Using Radius of Gyration ustalian Jounal of Basic and pplied Sciences, (): 68-66, 00 ISSN 99-878 anking Fuzz Numbes b Using adius of Gation. S.H. Nassei, M. Sohabi Depatment of Mathematical Sciences, Mazandaan Univesit, P.O.Bo

More information

Auburn University Marching Band

Auburn University Marching Band Aubun Univesity Maching Band Dea Pospective Dum Line Membe, Thank you fo you inteest in the 2018 Aubun Dum Line! The Aubun Univesity Maching Band has a poud tadition of exceent pefomances and geat schoo

More information

Line numbering and synchronization in digital HDTV systems

Line numbering and synchronization in digital HDTV systems Lie umberig ad sychroizatio i digital HDTV systems D. (VURT) I cotrast to aalogue televisio systems where lie umberig is covetioally liked to the vertical sychroizatio, digital televisio offers the possibility

More information

C2 Vectors C3 Interactions transfer momentum. General Physics GP7-Vectors (Ch 4) 1

C2 Vectors C3 Interactions transfer momentum. General Physics GP7-Vectors (Ch 4) 1 C2 Vectos C3 Inteactions tansfe momentum Geneal Phsics GP7-Vectos (Ch 4) 1 Solutions to HW When ou homewok is gaded and etuned, solutions will be available. Download PobViewe 1.4 www.phsics.pomona.edu/siideas/sicp.html

More information

OPERATORS MANUAL Version 3

OPERATORS MANUAL Version 3 OPERATORS MANUAL Vesion Kak Teknik Goup, Kak Teknik Buiding, Wate Nash Road, Kiddeminste. Wocesteshie. DY HJ. Engand. Te: Fax: Emai: saes@ktgpc.com Website: midasconsoes.com Wate Nash Road, Kiddeminste,

More information

Version Capital public radio. Brand, Logo and Style Guide

Version Capital public radio. Brand, Logo and Style Guide Vesion 2.0 12.3.2014 Capital public adio Band, Logo and Style Guide T A C K E T T + B A R B A R I A Oveview Ask anyone in the Sacamento egion what they think of Capital Public Radio and thei esponses will

More information

Precision Interface Technology

Precision Interface Technology Pecision Inteface Technology Phono Inteconnect Cables INTRODUCTION Signals fom catidges ae highly sensitive to hum, noise and vaious foms of intefeence. The connecting cable between the catidge and pe-amplifie

More information

H-DFT: A HYBRID DFT ARCHITECTURE FOR LOW-COST HIGH QUALITY STRUCTURAL TESTING

H-DFT: A HYBRID DFT ARCHITECTURE FOR LOW-COST HIGH QUALITY STRUCTURAL TESTING H-DFT: A HYBRID DFT ARCHITECTURE FOR LOW-COST HIGH QUALITY STRUCTURAL TESTING David M. Wu*, Mike Lin, Subhasish Mita, Kee Sup Kim, Anil Sabbavaapu, Talal Jabe, Pete Johnson, Dale Mach, Geg Paish Intel

More information

Logistics We are here. If you cannot login to MarkUs, me your UTORID and name.

Logistics We are here. If you cannot login to MarkUs,  me your UTORID and name. Logistics We are here 8 Week If you caot logi to arkus, email me your UTORID ad ame. heck lab marks o arkus, if it s recorded wrog, cotact Larry withi a week after the lab. Quiz average: 8% Assembly Laguage

More information

CODE GENERATION FOR WIDEBAND CDMA

CODE GENERATION FOR WIDEBAND CDMA ST JOURAL OF SYSTEM RESEARCH - VOL1 - UMBER 1 CODE GEERATIO FOR WIDEBAD CDMA Daiele Lo Iacoo Ettore Messia Giuseppe Avelloe Agostio Galluzzo Fracesco Pappalardo STMicroelectroics This paper presets a overview

More information

Math Assignment 10

Math Assignment 10 Math 228 - Assignment 1 Dylan Zwic Spring 214 Section 7.4-1, 5, 1, 19, 31 Section 7.5-1, 6, 15, 21, 26 Section 7.6-1, 6, 11, 14, 15 1 Section 7.4 - Derivatives, Integrals, and Products of Transforms 7.4.1

More information

e-workbook TECHNIQUES AND MATERIALS OF MUSIC Part I: Rudiments

e-workbook TECHNIQUES AND MATERIALS OF MUSIC Part I: Rudiments e-wokbook fo TECHNIQUES AND MATERIALS OF MUSIC Fom the Common Pactice Peiod Though the Tentieth Centuy ENHANCED SEVENTH EDITION Pat I: Rudiments Assignments in oksheet fomat by Thomas enamin Michael Hovit

More information

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /VETECF.2002.

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /VETECF.2002. Nesimoglu, T., Beach, MA., MacLeod, JR., & Wa, PA. (00). Mixe lineaisation fo softwae defined adio applications. In ehicula Technology Confeence 00 (TC 00-Fall) (ol. 1, pp. 534-538). Institute of Electical

More information

DJM-750 DJ MIXER. Read Before Use (Important)/Quick Start Guide

DJM-750 DJ MIXER. Read Before Use (Important)/Quick Start Guide DJ MIXE DJM-5 http://pioneerdj.com/support/ The Pioneer DJ support site shown above offers FAQs, information on software and various other types of information and services to allow you to use your product

More information

Û Û Û Û J Û . Û Û Û Û Û Û Û. Û Û 4 Û Û &4 2 Û Û Û Û Û Û Û Û. Û. Û. Û Û Û Û Û Û Û Û Û Û Û. œ œ œ œ œ œ œ œ. œ œ œ. œ œ.

Û Û Û Û J Û . Û Û Û Û Û Û Û. Û Û 4 Û Û &4 2 Û Û Û Û Û Û Û Û. Û. Û. Û Û Û Û Û Û Û Û Û Û Û. œ œ œ œ œ œ œ œ. œ œ œ. œ œ. Alto Baitone Saxophones omping Basi pattens (Maxixe): R Samba Samba evolved fom maxixe aound the 10s Two elements wee uial fo the definition of its style: the pattens eated by new and old peussion instuments

More information

R&D White Paper WHP 119. Mezzanine Compression for HDTV. Research & Development BRITISH BROADCASTING CORPORATION. September R.T.

R&D White Paper WHP 119. Mezzanine Compression for HDTV. Research & Development BRITISH BROADCASTING CORPORATION. September R.T. R&D White Pape WHP 119 Septembe 2005 Mezzanine Compession fo HDTV R.T. Russell Reseach & Development BRITISH BROADCASTING CORPORATION BBC Reseach & Development White Pape WHP 119 Mezzanine Compession

More information

THE Internet of Things (IoT) is likely to be incorporated

THE Internet of Things (IoT) is likely to be incorporated This is the author's versio of a article that has bee published i this oural. Chages were made to this versio by the publisher prior to publicatio. IEEE INTERNET OF THINGS JOURNAL, VOL. 5, NO. 1, FEBRUARY

More information

T-25e, T-39 & T-66. G657 fibres and how to splice them. TA036DO th June 2011

T-25e, T-39 & T-66. G657 fibres and how to splice them. TA036DO th June 2011 T-25e, T-39 & T-66 G657 fibres ad how to splice them TA036DO0018-03 10 th Jue 2011 What is G657 fibre? G657 is a ew class of sigle mode fibre which ca be bet more severely the ormal G652 sigle mode without

More information

Chapter 7 Registers and Register Transfers

Chapter 7 Registers and Register Transfers Logic ad Computer Desig Fudametals Chapter 7 Registers ad Register Trasfers Part 2 Couters, Register Cells, Buses, & Serial Operatios Charles Kime & Thomas Kamiski 28 Pearso Educatio, Ic (Hyperliks are

More information

References and quotations

References and quotations CHAPTER 1.8 Refereces ad quotatios Academic writig depeds o the research ad ideas of others, so it is vital to show which sources you have used i your work, i a acceptable maer. This uit explais the format

More information

Read Only Memory (ROM)

Read Only Memory (ROM) ECE 545 igital System esig with VHL Lecture A igital Logic Reresher Part A Combiatioal Logic Buildig Blocks Cot. Problem 2 What is a size o ROM with a 4-bit address iput ad a 8-bit data output? What is

More information

STx. Compact HD/SD COFDM Transmitter. Features. Options. Accessories. Applications

STx. Compact HD/SD COFDM Transmitter. Features. Options. Accessories. Applications Compact HD/SD COFDM Trasmitter Features SD ad HD ecodig 200mW RF output power Optimized for size Superior broadcast grade video Wide selectio of video iputs MPEG-4 Part-10/H.264 Two moo audio chaels Very

More information

On the Design of LPM Address Generators Using Multiple LUT Cascades on FPGAs

On the Design of LPM Address Generators Using Multiple LUT Cascades on FPGAs Novembe 6, 006 1:58 Intenational Jounal of Electonics lpm IJE Intenational Jounal of Electonics Vol. **, No. **, ** 006, 1 18 On the Design of LPM Addess Geneatos Using Multiple LUT Cascades on FPGAs Hui

More information

(2'-6") OUTLINE OF REQUIRED CLEAR SERVICE AREA

(2'-6) OUTLINE OF REQUIRED CLEAR SERVICE AREA VACUUM AI TUBE 2GX 494 CUSTOME DETAILS DIMENSIONS IN MILLIMETES L64 "ALL DIMENSIONS AND DESIGN CITEIA POJECTION PAGE OF 7 46 ('- TAFFIC FLOW CALL -8-999-6 (2") MIN. 8 2") ( DUAL CALL/SEND INTEFACE FEATUE

More information

Polychrome Devices Reference Manual

Polychrome Devices Reference Manual Polychrome Devices Referece Maual Improvisio, Viscout Cetre II, Uiversity of Warwick Sciece Park, Millbur Hill Road, Covetry. CV4 7HS Tel: 0044 (0) 24 7669 2229 Fax: 0044 (0) 24 7669 0091 e-mail: admi@improvisio.com

More information

A QUERY BY HUMMING SYSTEM THAT LEARNS FROM EXPERIENCE

A QUERY BY HUMMING SYSTEM THAT LEARNS FROM EXPERIENCE A QUERY BY HUMMING SYSTEM THAT LEARNS FROM EXPERIENCE David Little, David Raffenspege, Byan Pado EECS Depatment Nothwesten Univesity Evanston, IL 60201 d-little,d-affenspege,pado@nothwesten.edu ABSTRACT

More information

2003 Directed Electronics, Inc. All rights reserved. G

2003 Directed Electronics, Inc. All rights reserved. G 2003 Directed Electronics, Inc. All rights reserved. G41810 3-03 inkwitz-iley 24 db/octave Subwoofer Filter inkwitz-iley 12dB/octave, Mid ange and High 2,3, or 4-way active crossover Input Combine Switch

More information

other islands for four players violin, soprano sax, piano & computer nick fells 2009

other islands for four players violin, soprano sax, piano & computer nick fells 2009 fo fou playes violin, sopano sax, piano compute nick fells 2009 nick fells fo ensemle intégales, octoe 2009 this piece is fo fou playes: sopano sax, violin, piano and compute (ith maxmsp softae) it lasts

More information

NIIT Logotype YOU MUST NEVER CREATE A NIIT LOGOTYPE THROUGH ANY SOFTWARE OR COMPUTER. THIS LOGO HAS BEEN DRAWN SPECIALLY.

NIIT Logotype YOU MUST NEVER CREATE A NIIT LOGOTYPE THROUGH ANY SOFTWARE OR COMPUTER. THIS LOGO HAS BEEN DRAWN SPECIALLY. NIIT Logotype The NIIT logotype is always preseted i a fixed cofiguratio. The desig of the logotype is based o a typeface called Egyptia. The letters N I I T has bee specially desiged ad letter-spaced.

More information

A Reconfigurable Frame Interpolation Hardware Architecture for High Definition Video

A Reconfigurable Frame Interpolation Hardware Architecture for High Definition Video A Reconfiguable Fame Intepolation Hadwae Achitectue fo High Definition Video Ozgu Tasdizen and Ilke Hamzaoglu Faculty of Engineeing and Natual Sciences, Sabanci Univesity 34956, Tuzla, Istanbul, Tukey

More information

Schematic Set. For XR-20 and XR-24 Rack-Mount Mixers

Schematic Set. For XR-20 and XR-24 Rack-Mount Mixers Schematic Set For X- and X-2 ack-mount Mixers X- 12 Mono Inputs Stereo Inputs X-2 8 Mono Inputs 8 Stereo Inputs K K 8K HM M F GAIN 7 O CUT AUX SENDS 1 EV 8K HM M F INE INPUT K K EV 8K HM M F INE INPUT

More information

Precision Interface Technology

Precision Interface Technology Pecision Inteface Technology Phono Inteconnect Cables INTRODUCTION Signals fom catidges ae highly sensitive to hum, noise and vaious foms of intefeence. The connecting cable between the catidge and pe-amplifie

More information

Study on evaluation method of the pure tone for small fan

Study on evaluation method of the pure tone for small fan Study on evaluation method of the pue tone fo small fan Takao YAMAGUCHI 1 ; Gaku MINORIKAWA 2 ; Masayuki KIHARA 3 1, 2 Hosei Univesity, Japan 3 Shap Copoation, Japan ABSTRACT In the field of audio, visual

More information

EE260: Digital Design, Spring /3/18. n Combinational Logic: n Output depends only on current input. n Require cascading of many structures

EE260: Digital Design, Spring /3/18. n Combinational Logic: n Output depends only on current input. n Require cascading of many structures EE260: igital esig, prig 208 4/3/8 EE 260: Itroductio to igital esig equetial Logic Elemets ao Zheg epartmet of Electrical Egieerig Uiversity of Hawaiʻi at Māoa equetial ircuits ombiatioal Logic: Output

More information

Compact Beamformer Design with High Frame Rate for Ultrasound Imaging

Compact Beamformer Design with High Frame Rate for Ultrasound Imaging Sensos & Tansduces 2014 by IFSA Publishing, S. L. http://www.sensospotal.com Compact Beamfome Design with High Fame Rate fo Ultasound Imaging Jun Luo, Qijun Huang, Sheng Chang, Xiaoying Song, Hao Wang

More information

PROBABILITY AND STATISTICS Vol. I - Ergodic Properties of Stationary, Markov, and Regenerative Processes - Karl Grill

PROBABILITY AND STATISTICS Vol. I - Ergodic Properties of Stationary, Markov, and Regenerative Processes - Karl Grill PROBABILITY AND STATISTICS Vol. I Ergodic Properties of Statioary, Markov, ad Regeerative Processes Karl Grill ERGODIC PROPERTIES OF STATIONARY, MARKOV, AND REGENERATIVE PROCESSES Karl Grill Istitut für

More information

Quality improvement in measurement channel including of ADC under operation conditions

Quality improvement in measurement channel including of ADC under operation conditions Quality improvemet i measuremet chael icludig of ADC uder operatio coditios 1 Romuald MASNICKI, 2 Jausz MINDYKOWSKI 1, 2 Gdyia Maritime iversity, ul. Morska 81-83, 81-225 Gdyia, POLAND, tel. (+48 58) 6109

More information

A Low Cost Scanning Fabry Perot Interferometer for Student Laboratory

A Low Cost Scanning Fabry Perot Interferometer for Student Laboratory A Low Cost Scanning Faby Peot Intefeomete fo Student Laboatoy K.T.Satyajit, Suesh Doavai*, T.E.Kanakavalli **, Shaath Ananthamuthy Depatment of Physics, Bangaloe Univesity, Jnanabhaati Campus, Bangaloe-560056

More information

Design of Address Generators Using Multiple LUT Cascade on FPGA

Design of Address Generators Using Multiple LUT Cascade on FPGA Deign of Adde Geneato Uing Multiple LUT Cacade on FPGA Hui Qin and Tutomu Saao Depatment of Compute Science and Electonic, Kyuhu Intitute of Technology 680 4, Kawazu, Iizuka, Fukuoka, 80 850, Japan Abtact

More information

Scalable Music Recommendation by Search

Scalable Music Recommendation by Search Scalable Music Recommendation by Seach Rui Cai, Chao Zhang, Lei Zhang, and Wei-Ying Ma Micosoft Reseach, Asia 49 Zhichun Road, Beijing 100080, P.R. China {uicai, v-chaozh, leizhang, wyma}@micosoft.com

More information

What Does it Take to Build a Complete Test Flow for 3-D IC?

What Does it Take to Build a Complete Test Flow for 3-D IC? What Does it Take to Build a Complete Test Flow for 3-D IC? Brio Keller, Bassilios Petrakis, Cadece Thaks to : Sadeep Goel, TSMC EDPS, Moterey, CA April 5-6, 202 Ackowledgemets TSMC Ashok Mehta imec Erik

More information

CLASSIFICATION OF RECORDED CLASSICAL MUSIC USING NEURAL NETWORKS

CLASSIFICATION OF RECORDED CLASSICAL MUSIC USING NEURAL NETWORKS CLASSIFICATIO OF RECORDED CLASSICAL MUSIC USIG EURAL ETWORKS R Malheio ab R P Paiva a A J Mendes a T Mendes a A Cadoso a a CISUC Cento de Infomática e Sistemas da Univesidade de Coimba Depatamento de Engenhaia

More information

DJM-900nexus DJ MIXER DJM-900NXS. Operating Instructions

DJM-900nexus DJ MIXER DJM-900NXS. Operating Instructions DJ MIXE DJM-NXS DJM-nexus http://www.prodjnet.com/support/ The Pioneer website shown above offers FAQs, information on software and various other types of information and services to allow you to use your

More information

crotchets Now transpose it up to E minor here! 4. Add the missing bar lines and a time signature to this melody

crotchets Now transpose it up to E minor here! 4. Add the missing bar lines and a time signature to this melody Scale: Semeste 1, 015 x e Scale: buy a pig. in this line of poety.. Place an upight lineiinwent fontto of maket accentedtowods ofat syllables. Wite se intevalsiabove given tonictonotes went to maket buy

More information

TABLE OF CONTENTS. Jacobson and the Meaningful Life Center. Introduction: Birthday Greeting from Rabbi Simon. Postscript: Do You Matter?

TABLE OF CONTENTS. Jacobson and the Meaningful Life Center. Introduction: Birthday Greeting from Rabbi Simon. Postscript: Do You Matter? TABLE OF CONTENTS Intoduction: Bithday Geeting fom Rabbi Simon Jacobson and the Meaningful Life Cente STEP 1. Pesonal Intospection STEP 2. Intensify and Initiate STEP 3. Give Additional Chaity STEP 4.

More information

LISG Laser Interferometric Sensor for Glass fiber User's manual.

LISG Laser Interferometric Sensor for Glass fiber User's manual. LISG Lase Intefeometic Senso fo Glass fibe Use's manual. Vesion : 14.0.0 2015 CERSA-MCI CERSA-MCI 53, pac Expobat 13480 CABRIES FRANCE tel: +33 (0)4 42 02 60 44 fax: +33 (0)4 42 02 79 79 web: http://www.cesa-mci.com

More information

Litera. Circle Roles. Name: Name: ame: Title of Book:

Litera. Circle Roles. Name: Name: ame: Title of Book: Literature Circle Roles ssion Discu tor Direc Date: Name: me: ntur e: Title of r: Autho ry Adve Nam ing A Book : Name: ina Stellar SummarizerLiterary Lum Date: Date: rtist Title of Book: cle Na Author:

More information

Image Intensifier Reference Manual

Image Intensifier Reference Manual Image Itesifier Referece Maual Improvisio, Viscout Cetre II, Uiversity of Warwick Sciece Park, Millbur Hill Road, Covetry. CV4 7HS Tel: 0044 (0) 24 7669 2229 Fax: 0044 (0) 24 7669 0091 e-mail: admi@improvisio.com

More information

Technical report on validation of error models for n.

Technical report on validation of error models for n. Technical report on validation of error models for 802.11n. Rohan Patidar, Sumit Roy, Thomas R. Henderson Department of Electrical Engineering, University of Washington Seattle Abstract This technical

More information

Forces: Calculating Them, and Using Them Shobhana Narasimhan JNCASR, Bangalore, India

Forces: Calculating Them, and Using Them Shobhana Narasimhan JNCASR, Bangalore, India Forces: Calculatig Them, ad Usig Them Shobhaa Narasimha JNCASR, Bagalore, Idia shobhaa@jcasr.ac.i Shobhaa Narasimha, JNCASR 1 Outlie Forces ad the Hellma-Feyma Theorem Stress Techiques for miimizig a fuctio

More information

SEMANTICALLY CORRECT INTEGRATION OF A DIGITAL TERRAIN MODEL AND A 2D TOPOGRAPHIC VECTOR DATA SET

SEMANTICALLY CORRECT INTEGRATION OF A DIGITAL TERRAIN MODEL AND A 2D TOPOGRAPHIC VECTOR DATA SET SEMANICALLY CORREC INEGRAION OF A DIGIAL ERRAIN MODEL AND A 2D OPOGRAPHIC VECOR DAA SE A. Koch Ititute of Photogammety ad GeoIfomatio (IPI), Uiveity of Haove Niebuge Stae 1, 30167 Haove koch@ipi.ui-haove.de

More information

8825E/8825R/8830E/8831E SERIES

8825E/8825R/8830E/8831E SERIES FETURES IDC for 0.635mm flat ribbo cable (#30 WG, Straded) Highly reliable 2 poit coectio Low isertio ad withdrawal force Oe-Touch lockig ejector system Pateted ribbo cable cotact desig protects agaist

More information

Citrus Station Mimeo Report CES WFW-Lake Alfred, Florida Lake Alfred, Florida Newsletter No. 2 6.

Citrus Station Mimeo Report CES WFW-Lake Alfred, Florida Lake Alfred, Florida Newsletter No. 2 6. Newslette No. 2 6 Citus Station Mimeo Repot CES 70-13 Novembe 18, 1969 750-WFW-Lake Alfed, Floida 33850 Edito: W. F. Wadowski Havesting and Handling Section* Univesity of Floida Citus Expeiment Station

More information

Motivation. Analysis-and-manipulation approach to pitch and duration of musical instrument sounds without distorting timbral characteristics

Motivation. Analysis-and-manipulation approach to pitch and duration of musical instrument sounds without distorting timbral characteristics Aalysis-ad-maipulatio approach to pitch ad duratio of musical istrumet souds without distortig timbral characteristics Takehiro Abe Katsutoshi Itoyama Kazuyoshi Yoshii Kazuori Komatai Tetsuya Ogata Hiroshi

More information

4.5 Pipelining. Pipelining is Natural!

4.5 Pipelining. Pipelining is Natural! 4.5 Pipelining Ovelapped execution of instuctions Instuction level paallelism (concuency) Example pipeline: assembly line ( T Fod) Response time fo any instuction is the same Instuction thoughput inceases

More information

2014 UHDL Audition Packet

2014 UHDL Audition Packet 2014 UHD Audition Packet Univesity of Hawaii ainbow Waio Maching Band Aoha Mahao fo you inteest in the Univesity of Hawaii ainbow Waio Maching Band. In this packet you wi find infomation about the 2014

More information

Please note that not all pages are included. This is purposely done in order to protect our property and the work of our esteemed composers.

Please note that not all pages are included. This is purposely done in order to protect our property and the work of our esteemed composers. Please note that not all pages ae included. This is puposely done in ode to potect ou popety and the wok of ou esteemed composes. If you would like to see this wok in its entiety, please ode online o call

More information

1.1 The Language of Mathematics Expressions versus Sentences

1.1 The Language of Mathematics Expressions versus Sentences . The Language of Mathematics Expressions versus Sentences a hypothetical situation the importance of language Study Strategies for Students of Mathematics characteristics of the language of mathematics

More information

PACO PEÑA FLAMENCO VIVO RIDER TRAVEL, HOTEL AND HOSPITALITY REQUIREMENTS JULY 2011

PACO PEÑA FLAMENCO VIVO RIDER TRAVEL, HOTEL AND HOSPITALITY REQUIREMENTS JULY 2011 PACO PEÑA FAMENCO VIVO IDE TAVE, HOTE AND HOSPITAITY EQUIEMENTS JUY GOUND TANSPOTATION PUCHASE agrees to provide ATIST'S EPESENTATIVE with detailed directions to the place of performance. PUCHASE shall,

More information

Deal or No Deal? Decision Making under Risk in a Large-Payoff Game Show

Deal or No Deal? Decision Making under Risk in a Large-Payoff Game Show Deal o No Deal? Decision Making unde Risk in a Lage-Payoff Game Show Thiey Post, Matijn J. van den Assem, Guido Baltussen and Richad H. Thale * Published in the Ameican Economic Review, Mach 2008 (98:1),

More information

Remarks on The Logistic Lattice in Random Number Generation. Neal R. Wagner

Remarks on The Logistic Lattice in Random Number Generation. Neal R. Wagner Remarks on The Logistic Lattice in Random Number Generation Nea R. Wagner 1. Introduction Pease refer to the quoted artice before reading these remarks. I have aways been fond of this particuar random

More information

NewBlot PVDF 5X Stripping Buffer

NewBlot PVDF 5X Stripping Buffer NewBlot PVDF 5X Strippig Buffer Developed for: Odyssey Family of Imagers Please refer to your maual to cofirm that this protocol is appropriate for the applicatios compatible with your model of Odyssey

More information

THE NEED for supporting multimedia applications in

THE NEED for supporting multimedia applications in IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 4, NO. 6, NOVEMBER 2005 2777 Transmission of Adaptive MPEG Video Over Time-Varying Wireess Channes: Modeing and Performance Evauation Laura Gauccio, Giacomo

More information

Higher-order modulation is indispensable in mobile, satellite,

Higher-order modulation is indispensable in mobile, satellite, High Throughput Probabilistic Shapig with Product Distributio Matchig Georg Böcherer, Member, IEEE, Fabia Steier, Studet Member, IEEE, Patric Schulte, Studet Member, IEEE [6] as a shapig device with forward

More information

Drum Transcription in the presence of pitched instruments using Prior Subspace Analysis

Drum Transcription in the presence of pitched instruments using Prior Subspace Analysis ISSC 2003, Limerick. Juy -2 Drum Transcription in the presence of pitched instruments using Prior Subspace Anaysis Derry FitzGerad φ, Bob Lawor*, and Eugene Coye φ φ Music Technoogy Centre, Dubin Institute

More information

Making Fraction Division Concrete: A New Way to Understand the Invert and Multiply Algorithm

Making Fraction Division Concrete: A New Way to Understand the Invert and Multiply Algorithm Making Faction Division Concete: A Ne Way to Undestand the Invet and Multily Algoithm Intoduction us is not to eason hy, just invet and multily. This is a hyme that I emembe leaning ay back in the fifth

More information

RANDOMIZED COMPLETE BLOCK DESIGN (RCBD) Probably the most used and useful of the experimental designs.

RANDOMIZED COMPLETE BLOCK DESIGN (RCBD) Probably the most used and useful of the experimental designs. Description of the Design RANDOMIZED COMPLETE BLOCK DESIGN (RCBD) Probably the most used and useful of the experimental designs. Takes advantage of grouping similar experimental units into blocks or replicates.

More information

NexLine AD Power Line Adaptor INSTALLATION AND OPERATION MANUAL. Westinghouse Security Electronics an ISO 9001 certified company

NexLine AD Power Line Adaptor INSTALLATION AND OPERATION MANUAL. Westinghouse Security Electronics an ISO 9001 certified company NexLie AD 4302 Power Lie Adaptor INSTALLATION AND OPERATION MANUAL Westighouse Security Electroics a ISO 9001 certified compay 5452 Betsy Ross Drive Sata Clara, CA 95054-1184 (408) 727-5170 FAX (408) 727-6707

More information

Stochastic analysis of Stravinsky s varied ostinati

Stochastic analysis of Stravinsky s varied ostinati Stochastic analysis of Stavinsky s vaied ostinati Daniel Bown Depatment of Music, Univesity of Califonia at Santa Cuz, USA dalaow@ucsc.edu Poceedings of the Xenakis Intenational Symposium Southank Cente,

More information

Chapter 4. Minor Keys and the Diatonic Modes BASIC ELEMENTS

Chapter 4. Minor Keys and the Diatonic Modes BASIC ELEMENTS Chapte 4 Supplementay Execises - 1 Chapte 4 Mino Keys and the Diatonic Modes BASIC ELEMENTS I. Witing mino scales: Relative majo and mino A. Fo each majo key below, wite out the majo scale on the left-hand

More information

pro series PYD1808/PYD2808 PYD3808 Specifications PYD1808/2808/3808 Input Sensitivity/Impedance Equalizer Control Frequencies

pro series PYD1808/PYD2808 PYD3808 Specifications PYD1808/2808/3808 Input Sensitivity/Impedance Equalizer Control Frequencies Specifications PYD188/288/388 Input Sensitivity/Impedance Mic 1-2 Phono 1-2 ine 1-8 1.5 mv/6 Ohms, bal/unbal 3. mv/5k Ohms 15. mv/27k Ohms Equalizer Control Frequencies Boost/Cut ange 6, 15, 4, 1K, 2.4k,

More information

Mullard INDUCTOR POT CORE EQUIVALENTS LIST. Mullard Limited, Mullard House, Torrington Place, London Wel 7HD. Telephone:

Mullard INDUCTOR POT CORE EQUIVALENTS LIST. Mullard Limited, Mullard House, Torrington Place, London Wel 7HD. Telephone: Mullard INDUCTOR POT CORE EQUIVALENTS LIST Mullard Limited, Mullard House, Torrigto Place, Lodo Wel 7HD. Telephoe: 01-580 6633 INDUCTOR POT CORE EQUIVALENTS LIST Mullard Limited have bee maufacturig ferrite

More information

7/8" BOR LENGTH - 1-3/4 IN MOR LENGTH MOR LENGTH PER SUBMISSION. Example of continuous row

7/8 BOR LENGTH - 1-3/4 IN MOR LENGTH MOR LENGTH PER SUBMISSION. Example of continuous row AMELUX Lin1.5 Mini Direct/Indirect LED (emote Driver) SHEET #: 689-0654 (1 of 7) SPEC. SHEET EFEENCE: WANING - ISK OF FIE AND ELECTICAL SHOCK. FIXTUE MUST BE INSTALLED BY A QUALIFIED ELECTICIAN ONLY. FIXTUE

More information

Language and Music: Differential Hemispheric Dominance in Detecting Unexpected Errors in the Lyrics and Melody of Memorized Songs

Language and Music: Differential Hemispheric Dominance in Detecting Unexpected Errors in the Lyrics and Melody of Memorized Songs Human Bain Mapping 30:588 601 (2009) Language and Music: Diffeential Hemispheic Dominance in Detecting Unexpected Eos in the Lyics and Melody of Memoized Songs Takuya Yasui, 1,2,3 Kimitaka Kaga, 2,4 and

More information

FRX456 Electronic Crossover OWNERS MANUAL POWER CLASS TM

FRX456 Electronic Crossover OWNERS MANUAL POWER CLASS TM FX456 Electronic Crossover OWNES MANUA POWE CASS TM CONTENTS (click on a topic to view) Congratulations Features and Specifications Frequency Chart Installation / Mounting Wiring Wiring Functions Functions

More information

EAGLE BROADCAST AUDIO MIXER

EAGLE BROADCAST AUDIO MIXER EAGE BOADCAST IO MIXE The Eagle On-Air Mixer is of true modular design and construction based on 6 different plug-in removable active modules and passive backplane boards mounted in the chassis. It features

More information

Background Manuscript Music Data Results... sort of Acknowledgments. Suite, Suite Phylogenetics. Michael Charleston and Zoltán Szabó

Background Manuscript Music Data Results... sort of Acknowledgments. Suite, Suite Phylogenetics. Michael Charleston and Zoltán Szabó Suite, Suite Phylogeetics /5 Suite, Suite Phylogeetics Michael Charlesto ad Zoltá Szabó michael.charlesto@sydey.edu.au November 5th, 20 Suite, Suite Phylogeetics 2/5 S Bach oha Sebastia Bach was bor i

More information

Melodic Similarity - a Conceptual Framework

Melodic Similarity - a Conceptual Framework Melodic Similaity - a Conceptual Famewok Ludge Hofmann-Engl The Link +44 (0)20 8771 0639 ludge.hofmann-engl@vigin.net Abstact. Melodic similaity has been at the cente of eseach within the community of

More information

The Communication Method of Distance Education System and Sound Control Characteristics

The Communication Method of Distance Education System and Sound Control Characteristics 36 IJCSNS Iteratioal Joural of Computer Sciece ad Network Security, VO.6 No.7A, July 006 The Commuicatio ethod of Distace Educatio System ad Soud Cotrol Characteristics aabu Ishihara, Departmet of Electrical

More information

Mathematical Model of the Pharmacokinetic Behavior of Orally Administered Erythromycin to Healthy Adult Male Volunteers

Mathematical Model of the Pharmacokinetic Behavior of Orally Administered Erythromycin to Healthy Adult Male Volunteers Sybiosis wwwsybiosisolieorg wwwsybiosisoliepublishigco Research Article SOJ Pharacy & Pharaceutical Scieces Ope Access atheatical odel of the Pharacokietic Behavior of Orally Adiistered Erythroyci to Healthy

More information

CCTV that s light years ahead

CCTV that s light years ahead CCTV that s light years ahead Video multiplexer, digital recorder, dome cotrol, audio ad more? all i oe box! The Digital Sprite 2 ad DS2 Plus are high performace, cost-effective digital CCTV cotrol systems.

More information

iphone or Kindle: Competition of Electronic Books Sales

iphone or Kindle: Competition of Electronic Books Sales Assoiation fo Infomation Systems AIS Eletoni Libay (AISeL) AMCIS 009 Poeedings Ameias Confeene on Infomation Systems (AMCIS) 009 iphone o Kindle: Cometition of Eletoni Books Sales Li Univesity of Connetiut,

More information

The Blizzard Challenge 2014

The Blizzard Challenge 2014 The Blizzard Challege 2014 1 Kishore Prahallad, 1 Aadaswarup Vadapalli, 1 Satosh Kesiraju, 2 Hema A. Murthy 3 Swara Lata, 4 T. Nagaraja, 5 Mahadeva Prasaa, 6 Hemat Patil, 7 Ail Kumar Sao 8 Simo Kig, 9

More information

just add your TV and video source YHT-18 1ST DRAFT QUICK-CONNECT GUIDE

just add your TV and video source YHT-18 1ST DRAFT QUICK-CONNECT GUIDE just add your TV and video source 1ST DAFT YHT-18 QUICK-CONNECT GUIDE INTODUCTION Yamaha developed the YHT-18 A/V Home Theater package to turn your home into a theater. In addition to enhancing the sound

More information

POLYPHONIC TRANSCRIPTION BASED ON TEMPORAL EVOLUTION OF SPECTRAL SIMILARITY OF GAUSSIAN MIXTURE MODELS

POLYPHONIC TRANSCRIPTION BASED ON TEMPORAL EVOLUTION OF SPECTRAL SIMILARITY OF GAUSSIAN MIXTURE MODELS 17th European Signal Processing Conference (EUSIPCO 29) Glasgow, Scotland, August 24-28, 29 POLYPHOIC TRASCRIPTIO BASED O TEMPORAL EVOLUTIO OF SPECTRAL SIMILARITY OF GAUSSIA MIXTURE MODELS F.J. Cañadas-Quesada,

More information

Exo-Pod Passive Audio Splitter User Guide True to the Music

Exo-Pod Passive Audio Splitter User Guide True to the Music www.radialeng.com Exo-Pod Passive udio Splitter User Guide 15 Kebet Way, Port Coquitlam ritish Columbia, Canada, V3C 5M5 Tel: 04-942-1001 Fax: 04-942-1010 Email: info@radialeng.com adial Exo-Pod User

More information

SUITES AVAILABLE. TO LET Grade A Offices

SUITES AVAILABLE. TO LET Grade A Offices SUITES VILBLE Ely Riv d y R F N R D TO LET Gade Offices Retail B Moos Fy Rd 4 3 Dunleavy D GRNGE TON 0 41 Du nle av y Supstoe Pospect Place P Ely EN Inte al D tion na Riv Intnational Pool k at Ice Rink

More information

A Wave-Pipelined On-chip Interconnect Structure for Networks-on-Chips

A Wave-Pipelined On-chip Interconnect Structure for Networks-on-Chips A Wave-Pipelined On-hip Interonnet Struture for Networks-on-Chips Jiang Xu and Wayne Wolf Dept. of ELE, Prineton University jiangxu@prineton.edu, wolf@prineton.edu Abstrat The paper desribes a strutured

More information

NCH Software VideoPad Video Editor

NCH Software VideoPad Video Editor NCH Software VideoPad Video Editor This user guide has been created for use with VideoPad Video Editor Version 4.xx NCH Software Technica Support If you have difficuties using VideoPad Video Editor pease

More information

Internet supported Analysis of MPEG Compressed Newsfeeds

Internet supported Analysis of MPEG Compressed Newsfeeds Proceedigs of the IASTED Iteratioal Coferece Iteret ad Multimedia Systems ad Applicatios October 18-21, 1999 Nassau, Bahamas Iteret supported Aalysis of MPEG Compressed Newsfeeds Guido FALKEMEIER, Gerhard

More information

EDT/Collect for DigitalMicrograph

EDT/Collect for DigitalMicrograph May 2016 (Provisiona) EDT/Coect for DigitaMicrograph Data Coection for Eectron Diffraction Tomography EDT/Coect Manua 1.0 HREM Research Inc. Introduction The EDT/Coect software has been deveoped by HREM

More information

Study newsletter. Phrase of the week. 2016, week 5. In the middle of nowhere

Study newsletter. Phrase of the week. 2016, week 5. In the middle of nowhere Study newsletter 2016, week 5 Content Language level Page Phrase of the week In the middle of nowhere All levels 1 Mind map Physical characteristics 2 All levels 2 Czenglish At my age vs. in my age Pre-intermediate

More information

CpE 442. Designing a Pipeline Processor (lect. II)

CpE 442. Designing a Pipeline Processor (lect. II) CpE 442 Designing a Pipeline Pocesso (lect. II) CPE 442 hazads.1 Otline of Today s Lecte Recap and Intodction (5 mintes) Intodction to Hazads (15 mintes) Fowading (25 mintes) 1 cycle Load Delay (5 mintes)

More information