Broadband Video over Category 6 UTP Cabling
|
|
|
- Rosamond Hunt
- 9 years ago
- Views:
Transcription
1 Broadand Vido ovr Catgory 6 UTP Caling Paul Kish Mihl Bohot NORDX/CDT Point-Clair, Qu, Canada [email protected] [email protected] Astrat In this papr, w will provid inormation on th appliation o roadand vido ovr high prorman Catgory 6 UTP aling. W will dsri th implmntation o a roadand vido distriution systm ovr twistd pair aling and som appliations whr it might usd. W will look at th advantags o running roadand vido transmission ovr a paralll ntwork (RF highway) ompard to running vido ovr th orporat highway. W hav rntly ompltd a sris o omprhnsiv tsts to dmonstrat th thnial asiility o running roadand vido (CATV) ovr a high-nd Catgory 6 aling systm up to a rquny o 550 MHz (78 hannls o NTSC vido). This papr will show th rsults o ths tsts in a ral-tim nvironmnt inluding signal lvl masurmnts, alin nois masurmnts, and th t o simultanous and vido transmission in th sam al. Kywords Catgory 6; Broadand vido; UTP; CATV; IP vido; RF transmission, NTSC; vido distriution; twistd-pair; alun. 1. Introdution Th rnt puliation o th Catgory 6 standard y TIA marks an important milston in th volution o ntwork aling. Catgory 6 provids a signiiant improvmnt in transmission prorman ompard with Catgory 5/5 aling with a spiid rquny rang o 250 MHz and a apaility xtnding muh highr in prati. What appliations an tak ull advantag o th highr andwidth and improvd prorman o Catgory 6 aling? On o th most dmanding appliations on th markt today is roadand vido, ommonly known as CATV or al tlvision. It arris a road rang o signals xtnding to 650 MHz and yond. Coaxial al (RG-59 or RG-6) is ommonly usd or ths appliations, primarily or hom ntworks. Most popl ar not awar that high prorman twistd pair aling an also support roadand vido. To simulat a worst-as snario, w tstd 100-mtr hannls that wr rprsntativ o typial Catgory 5, Catgory 6 as wll as a low loss Catgory 6 al with improvd rosstalk prorman. W tstd ah o th thr hannls undr two dirnt onigurations. Th irst oniguration valuatd th pitur quality using a modulatd signal arrir at 547 MHz (Channl 78). Th sond oniguration valuatd th pitur quality using a modulatd signal arrir at 55 MHz (Channl 2) whil simultanously applying a 100BASE-TX Ethrnt signal on th sam aling. An apprial dirn in pitur quality was osrvd or th thr dirnt hannls that wr tstd, du to th t o signal intrrn or du to th signal losss in th aling. It is not suiint to dmonstrat qualitativ dirns in pitur quality. It is also nssary to vriy that th UTP aling omplis with th stringnt rquirmnts o CATV distriution systms. To this nd all th paramtrs rquird or satisatory vido prorman wr dtrmind and indpndntly vriid y an indpndnt laoratory. Ths tsts inlud signal lvl masurmnts and tilt adjustmnt or th vido and audio arrir lvls aross th rquny and up to 550 MHz, nois ingrss masurmnts du to dirnt nois sours and signal lakag masurmnts to stalish omplian with rgulatory missions rquirmnts. 2. Broadand vido distriution Figur 1 illustrats how roadand vido an distriutd in a usinss nvironmnt. Potntial appliations would inlud Cal TV/ Satllit nwsasts, stord or liv vido roadast, distan larning, surity monitoring and vido onrning. Satlit, Antnna or CATV input Cominr DVD Playr Vido Camra... Path Panl Distriution Hu Cat 5 / 6 / 6+ UTP BB Vido alun DTV & NTSC hannls 1
2 Figur 1 Broadand vido distriution in a usinss nvironmnt A ig advantag o roadand vido ovr twistd pair is that it has th apaility to transmit many hannls simultanously using only a singl pair in a 4-pair al or roadast vido distriution or two pairs or i-dirtional intrativ vido transmission. What is th omposition o a roadand vido signal? A standard-dinition omposit vido signal is omposd o th vido inormation (luminan and hroma) and th audio inormation. Th omposit vido signal is thn modulatd on a arrir as shown in Figur 2. Dirnt hannls ar spad at 6 MHz intrvals. Thror, dpnding on th andwidth o th aling, many hannls an arrid at th sam tim. A typial alloation would arry rom hannl 2 to hannl 78 using a rquny and rom 54 MHz to 550 MHz. 5, 500 MHz or Catgory 6 and 650 MHz or a high-nd Catgory 6 hannl, suh as th NORDX/CDT 4800LX Systm, whih has a vry low Insrtion Loss and aout 10 db improvd SNR yond th Catgory 6 standard. This is th thortial uppr limit asd on signal quality. For this graph, it is assumd that th transmission haratristis o th aling ar wll havd yond th maximum rquny spiid or Catgory 5 (100 MHz) and Catgory 6 (250 MHz). Othr transmission impairmnts an urthr rstrit ithr th maximum rah (100 mtrs) or th maximum numr o hannls supportd Wak signal snowy pitur Worst-as Channl Insrtion Loss inluding alun losss Cat 5/5 Cat 6 Cat 6+ Vido Carrir 6 MHz Color Audio Loss (db) g. Channl 2 Luminan 54 MHz 60 MHz 1.25 MHz 3.58 MHz 4.5 MHz Chroma Figur 2 Composit vido andwidth alloation Th roadand vido systms on th markt today ar dsignd to usd with 75 Ohm oaxial als. To transmit ths signals ovr 100 Ohm aland twistd pair aling rquirs a high quality roadand alun (Baland to unaland transormr) at ithr nd o th hannl to adapt a 75 Ohm oaxial input using an F-onntor to a 100 Ohm aland output using a modular 8-position onntor. How ar an you transmit vido signals ovr Catgory 5 and Catgory 6 aling? Most vido rivrs (.g. TV sts) ar dsignd to aommodat a wid dynami rang o signals. Th minimum signal lvl at th rmot tlvision rivr is around 1 mv pk-pk (-10 dbmv). With wakr signals, th pitur is snowy and also muh mor susptil to xtrnal nois. Th maximum output lvl rom th loal ampliir is around 1 V pk-pk (50 dbmv), giving a dynami rang o up to 60 db or th aling. It should notd that th signal lvl may nd to rdud low 50 dbmv aus o radiatd mission rquirmnts that an urthr limit th dynami rang or th appliation. Figur 3 is a graph o th rquny rang that an aommodatd or a 100-mtr Catgory 5, Catgory 6 and a high-nd Catgory 6 hannl asd on a 60 db Insrtion Loss limit. Th rquny rang is 400 MHz or a Catgory Frquny (MHz) Figur 3 Insrtion Loss or dirnt al atgoris What ar th dirnt options or dlivring vido to th dsktop and what ar som o th advantags o a roadand vido (CATV) distriution ntwork? On option is Vido ovr IP using th orporat. To som xtnt this option is alrady in us today with vido lips, nwsasts and w amra imags availal through th Intrnt. Th vido imags tnd to o a lowr rsolution than roadast quality vido,.g. a DVD movi rquirs a transmission apaity o 6 8 M/s using MPEG-2 vido omprssion. A major dtrrnt or implmnting Vido ovr IP ovr th orporat is that ral tim vido imposs svr dmands on andwidth and Quality o Srvi (QoS) or your ntwork. QoS is xtrmly important whn implmnting a onvrgd ntwork in whih vido, voi and data shar th sam IP iruit. Without tiv QoS, ursty data trai an disrupt vido trai, ausing gliths, utouts, ram loss, and othr onsquns. This rsults in svr quality dgradation and usr dissatisation. It an an xpnsiv proposition to upgrad an xisting to support high quality vido. That is why it maks sns to onsidr a paralll roadand ntwork, to dlivr vido to thos loations that nd it, onrn rooms, lass rooms, ulltin oards, slt usrs. Anothr advantag o doing it ovr high prorman UTP aling is that th Catgory 5 and highr aling is alrady 2
3 installd in ommrial uildings, is asy to administr an dos not rquir th disruption o installing nw oaxial aling. Figur 4 illustrats onptually th advantags o a paralll RF highway, analogous to a high spd train that is alld th Broadand Exprss, whih an dlivr up to 3.4 G/s o ddiatd transmission apaity or roadast quality vido and audio. Figur 6 Broadand vido appliation Satllit ds Broadand Exprss Control High way RF Highway RF Highway - Rsrvd andwidth - Alloatd spa (up to 40 M/s pr hannl) - No ongstion / no dlays - Optimizd or high volum - IP ontrol / shduling - Larg apaity ~ 85 analog hannls ~ 500 digital hannls Figur 4 Advantags o a sparat roadand vido ntwork How do you implmnt a roadand vido distriution systm to support straming vido appliations undr IP ontrol, to dlivr satllit ds and or surity monitoring? Without gtting into too many dtails as to th typ o quipmnt rquird, Figur 5, 6 and 7 illustrat a lok diagram o how th systm is implmntd or dirnt appliations. ATM, T1, DSL, ISDN RF Wirlss Routr 40 GB driv ~ 40 hrs o ontnt at 6 Mps Vido Srvr multi-hannl MPEG-2 dodr PCI ards Hard driv 1, 2, 4, 8, 12, or 16 vido hannls... Cominr BB Vido Distriution Ntwork s Multiplxrs Cominr T Channls MHz Channl 7.00 T T T T T T T T14 BB Vido Distriution Ntwork Figur 7 Broadand vido appliation Surity monitoring 3. Prorman valuation 3.1 Tst oniguration and rsults - Vido To valuat th prorman o roadand vido distriution ovr Catgory 6 UTP aling, w usd th tst oniguration and th omponnts shown in Figur 8. Th roadand vido distriution hu (16-port) and th alun adaptr at th work ara loation ar manuaturd y Z-Band Corporation. W installd svn IBDN 4800LX als in a 1-inh onduit to simulat a worst-as installation with 90 mtrs o al and 10 mtrs o path ords. This allowd us to prorm th tsting in a worst-as snario whil simultanously loading all th als with vido and or signals to tak into aount th t o alin rosstalk twn als. Tst Coniguration (Signal Lvl and Alin Crosstalk) Figur 5 Broadand vido appliation - Straming vido Splittr MHz Tunr Tunr Tunr Digital Vido Broadast QPSK to QAM Transmodulator QPSK Dmod. QPSK Dmod. QPSK Dmod. QAM Mod. QAM Mod.... QAM Mod. Uponvrtr ( MHz) Uponvrtr ( MHz) Uponvrtr ( MHz) RF Cominr Digital QAM st-top trminal BB Vido Distriution Ntwork 3 Swp Gnrator Vid G-BUD G-Flx Path Panl PS6LX ords a 4800LX 90 m d... g 4800LX 90 m 1" onduit a d g Wall G-BOB Lvl Mtr All othr CATV hannls
4 Figur 8 Stup or signal lvl and alin rosstalk masurmnts Th irst sris o tsts prormd inludd masuring th signal lvl at th input o th distriution hu and at th output o th alun in th work ara ovr th rquny rang rom 50 MHz to 550 MHz. Th alin rosstalk was masurd y applying a signal on hannl B through G rsptivly and masuring th nois oupld on hannl A. Th rsults ar shown in Figur 9. Atr ompltion o ths tsts quality o th pitur rom a DVD playr modulatd on hannl 2 (55,25 MHz) and hannl 78 ( MHz) was osrvd and notd with and without alin nois prsnt. Lvl (dbmv) Signal Lvl and Alin Nois Frquny (MHz) Figur 9 Signal lvl and alin nois masurmnts GigaBUD I/P Th main t o th alin nois was hanging th lvl o th signal slightly, ithr highr or lowr ompard to th riv signal without alin nois prsnt mainly at th highr rqunis. Thr was no signiiant t on pitur quality that was notial. Rx A Nx B=>A Nx C=>A Nx D=>A Nx E => A Nx F=>A N G=>A Figur 10 Stup or signal lvl and ingrss masurmnts Whn th roadand vido and signal ar prsnt simultanously in th sam al, w osrvd that masurd ingrss gnratd y th 100BASE-TX signal was limitd to a rquny rang undr 200 MHz, and thror, th main t was at lowr hannls (NTSC hannl 2 6). Th ingrss rom signal on adjant als (Alin NEXT) is insigniiant. Th ingrss masurmnts ar shown in Figur 11 and 12 rsptivly, or 100BASE-TX signals in th sam als and in adjant als, rsptivly. Lvl (db) Ch 2 Ingrss masurmnts - Cas I Frquny (MHz) Figur 11 Ingrss rom and Vido in sam al Vid + Vid only only Amint Chn Tst oniguration and rsults - and Vido To valuat th prorman o roadand vido distriution and ovr th sam aling or ovr sparat aling, w usd th tst oniguration and th omponnts shown in Figur 10. For this tst, th 100BASE-TX signal was injtd into th auxiliary ports o th Broadand vido distriution hu using a rossovr path ord (pairs 2, 3 pairs 1,2). Th othr two pairs, pair 4 and pair 3 ar usd or outgoing and inoming vido rsptivly. Lvl (db) Ch 2 Ingrss masurmnts - Cas II Amint Vid + (alin) (alin) Chn 2-40 Tst Coniguration ( & Vido) Frquny (MHz) Swp Gnrator Vid G-BUD G-Flx Path Panl PS6LX ords a 4800LX 90 m d... g 4800LX 90 m 1" onduit a d g Wall G-BOB Lvl Mtr 4 Figur 12 Ingrss rom and Vido in sparat als What is th t on pitur quality o running and vido in th sam al? First o all, it rquirs a aling Bos VoIP Swith SmartBits 100BASE-TX Trai Gnrator
5 systm with vry good rosstalk isolation twn pairs. For th aling usd in ths tsts, th NEXT rosstalk isolation is aout 8 db ttr than spiid y th TIA 568-B.2.1 (Catgory 6) standard. To look at th t on pitur quality w varid th lvl o th vido signal until thr was a prptil intrrn pattrn on th rivd pitur on th TV monitor. This t is illustratd in Figur 13 and Figur 14 whn applying a vido signal on hannl 2 (55,25 MHz). For a wak signal,.g. 1 dbmv (Figur 13), th intrrn in quit visil. For a strongr signal,.g. 16 dbmv, th intrrn is not at all notial. For vido transmission ovr this typ o al, it is rommndd to adjust th ampliir gain to provid a minimum o + 20 dbmv on hannl 2 and 5 dbmv on hannl 78 or good pitur quality. Not: Ths piturs ar apturd imags rom a DVD movi ntitld Bak to th Futur -1 dbmv No -1 dbmv Figur 13 Et o intrrn or a wak signal 16 dbmv 3.3 Additional tsting This papr prsnts som o th main paramtrs that wr tstd in a ral tim nvironmnt to valuat th thnial asiility o roadand vido transmission ovr high-nd UTP aling. Th authors would lik to mntion th rsults o othr indpndnt tsts that wr prormd in our laoratory that ar providd in an indpndnt third party tst rport (s rrn 1). Ths additional tsts inlud lakag masurmnts in omplian with FCC part 15 Radio Frquny dvis, supart B, unintntional radiators. This rport is availal on our w sit at At th tim o this writing, a mor omprhnsiv sris o missions tst is in progrss at an indpndnt tst laoratory and will rportd during th IWCS prodings. 4. Conlusions Broadand vido is dinitly on appliation that an tak ull advantag o th improvd transmission prorman ord y Catgory 6 aling and yond. A low Insrtion Loss and a high Signal-to-Nois Ratio ar th most important aling paramtrs or th roadand vido appliation. Although th omposit vido signal is an analog signal today, utur digital tlvision signals will us th sam roadand rquny sptrum and hannl alloation ut a dirnt digital modulation shm (MPEG-2 / 8-VSB or 256- QAM). Digital tlvision ors th potntial to arry up to 500 standard dinition hannls using th rquny rang rom 50 MHz to 550 MHz andwidth. Broadand vido an ind all kinds o appliations in a usinss nvironmnt inluding spialty nws hannls, vido onrning, distan larning and surity monitoring. Thr is an advantag to having th vido appliation running on a sparat roadand ntwork to prvnt ntwork ongstion and ottlnks. High quality vido will th nxt wav o appliations that will hav a dramati impat on your ntwork. High prorman Catgory 6 aling is wll positiond to mt th andwidth rquirmnts or ths appliations. 4.1 Authors No -1 dbmv Figur 14 Th t o intrrn or a strongr signal 5
6 magazins and thnial onrns. H has prsntd sminars at BICSI and othr industry orums to promot aling standards and th nd or highr prorman aling. Paul Kish is Dirtor, IBDN Systms and Standards with NORDX/CDT. H is th urrnt vi-hairman o th TIA TR-42 nginring ommitt rsponsil or tlommuniations aling standards or ommrial and rsidntial installations. H has n ativ in th dvlopmnt o aling standards sin 1989 with TIA. H has also partiipatd in standards dvlopmnt at CSA, ISO/IEC and IEEE. H initiatd th work that ld to th puliation o additional spiiations or Catgory 3, 4 & 5 als, whih hav had a major impat in th aling industry. Paul Kish is also a mmr o th BICSI TIM Committ that is rsponsil or th Chaptrs on Cal Transmission and Eltromagnti Compatiility. Paul Kish graduatd with an M.A.S. Dgr in ltrial nginring rom th Univrsity o Watrloo, Ontario, Canada in H startd to work as a al dsign nginr with Bll Northrn Rsarh in H joind Northrn Eltri a yar latr to work on al dvlopmnt projts. H has hld a numr o positions at Northrn Tlom inluding Managr o th Cal Dvlopmnt Laoratoris, Managr o Cal Dsign and Produt Managr or IBDN Caling. Paul Kish is rognizd in th industry as an xprt in al transmission. H has authord many thnial paprs that hav n pulishd in various industry Mihl Bohot graduatd in ltrial nginring rom th Univrsity o Montral, Qu, Canada in H also graduatd in Nular nginring rom Gnva Enginring Shool, Switzrland in H startd to work as a dsign nginr in th dvlopmnt o passiv and ativ ntworking produt in H joind Northrn Tlom in 1989 to work on aling systm tsting. H has hld a numr o positions at Northrn Tlom inluding Produt Managr or Ntworking Equipmnt and Managr or th IBDN Systms and Appliations Laoratoris. 5. Aknowldgmnts Spial thanks to Christian Yamgo o NORDX/CDT sta or his hlp in th dvlopmnt o th tst stup and or assisting with th la masurmnts. DVD movi ntitld Bak to th Futur, 2002 Copyright, Univrsal Studios. 6. Rrns [1] Intrtk ETL Smko, Broadand Vido Ovr Twistd Pair Caling, ETL Rport No , May 7,
Broadband Video over Twisted Pair Cabling. By Paul Kish Director, IBDN Systems & Standards NORDX/CDT
Broadband Video over Twisted Pair Cabling By Paul Kish Director, IBDN Systems & Standards NORDX/CDT December 2002 Introduction Over the last 10 years we have seen some tremendous advances in the manufacturing
Vector Network Analyzer
Cours on Microwav Masurmnts Vctor Ntwork Analyzr Prof. Luca Prrgrini Dpt. of Elctrical, Computr and Biomdical Enginring Univrsity of Pavia -mail: [email protected] wb: microwav.unipv.it Microwav Masurmnts
ESA Support to ESTB Users
ESA Support to ESTB Usrs Dr. Javir Vntura-Travst Europan Spac Agncy 3 rd ESTB Workshop Nic 12 Novmbr 2002 OUTLINE! ESA ESTB wbsit support! Th ESTB/EGNOS Hlpdsk! Th ESTB Nwslttr! Th ESA SISNET tchnology!
CARE QUALITY COMMISSION ESSENTIAL STANDARDS OF QUALITY AND SAFETY. Outcome 10 Regulation 11 Safety and Suitability of Premises
CARE QUALITY COMMISSION ESSENTIAL STANDARDS OF QUALITY AND SAFETY Outcom 10 Rgulation 11 Safty and Suitability of Prmiss CQC Rf 10A 10A(1) Lad Dirctor / Lad Officr Rspons Impact Liklihood Lvl of Concrn
Rural and Remote Broadband Access: Issues and Solutions in Australia
Rural and Rmot Broadband Accss: Issus and Solutions in Australia Dr Tony Warrn Group Managr Rgulatory Stratgy Tlstra Corp Pag 1 Tlstra in confidnc Ovrviw Australia s gographical siz and population dnsity
The example is taken from Sect. 1.2 of Vol. 1 of the CPN book.
Rsourc Allocation Abstract This is a small toy xampl which is wll-suitd as a first introduction to Cnts. Th CN modl is dscribd in grat dtail, xplaining th basic concpts of C-nts. Hnc, it can b rad by popl
Voice Biometrics: How does it work? Konstantin Simonchik
Voic Biomtrics: How dos it work? Konstantin Simonchik Lappnranta, 4 Octobr 2012 Voicprint Makup Fingrprint Facprint Lik a ingrprint or acprint, a voicprint also has availabl paramtrs that provid uniqu
A Project Management framework for Software Implementation Planning and Management
PPM02 A Projct Managmnt framwork for Softwar Implmntation Planning and Managmnt Kith Lancastr Lancastr Stratgis [email protected] Th goal of introducing nw tchnologis into your company
Dehumidifiers: A Major Consumer of Residential Electricity
Dhumidifirs: A Major Consumr of Rsidntial Elctricity Laurn Mattison and Dav Korn, Th Cadmus Group, Inc. ABSTRACT An stimatd 19% of U.S. homs hav dhumidifirs, and thy can account for a substantial portion
Transistor is a semiconductor device with fast respond and accuracy. There are two types
Tranitor Amplifir Prpard y: Poa Xuan Yap Thory: Tranitor i a miondutor dvi with fat rpond and auray. Thr ar two typ of tranitor, a Bipolar Juntion Tranitor and a Fild Efft Tranitor. Hr, w will looking
LG has introduced the NeON 2, with newly developed Cello Technology which improves performance and reliability. Up to 320W 300W
Cllo Tchnology LG has introducd th NON 2, with nwly dvlopd Cllo Tchnology which improvs prformanc and rliability. Up to 320W 300W Cllo Tchnology Cll Connction Elctrically Low Loss Low Strss Optical Absorption
Maintain Your F5 Solution with Fast, Reliable Support
F5 SERVICES TECHNICAL SUPPORT SERVICES DATASHEET Maintain Your F5 Solution with Fast, Rliabl Support In a world whr chang is th only constant, you rly on your F5 tchnology to dlivr no mattr what turns
DENTAL CAD MADE IN GERMANY MODULAR ARCHITECTURE BACKWARD PLANNING CUTBACK FUNCTION BIOARTICULATOR INTUITIVE USAGE OPEN INTERFACE. www.smartoptics.
DENTAL CAD MADE IN GERMANY MODULAR ARCHITECTURE BACKWARD PLANNING CUTBACK FUNCTION BIOARTICULATOR INTUITIVE USAGE OPEN INTERFACE www.smartoptics.d dntprogrss an b rsion c v o m d ss.d! A fr ntprog.d w
Planning and Managing Copper Cable Maintenance through Cost- Benefit Modeling
Planning and Managing Coppr Cabl Maintnanc through Cost- Bnfit Modling Jason W. Rup U S WEST Advancd Tchnologis Bouldr Ky Words: Maintnanc, Managmnt Stratgy, Rhabilitation, Cost-bnfit Analysis, Rliability
STERLING POND AND JOSH AMES STRUCTURE ECOLOGICAL RESTORATION PROJECT
POND AND JOSH AMS STRUTUR OLOGI PROJT VIINITY MAP SHT INDX AUG 213 PROJT ARA 1 OVR SHT 2 GNR NOTS 3 SHT INDX 4 GRADING PLAN -1 5 GRADING PLAN-2 6 GRADING PLAN-3 7 HRAS ROSS STIONS-1 8 HRAS ROSS STIONS-2
Product Overview. Version 1-12/14
Product Ovrviw Vrsion 1-12/14 W ar Grosvnor Tchnology Accss Control Solutions W dvlop, manufactur and provid accss control and workforc managmnt solutions th world ovr. Our product offring ompasss hardwar,
Incomplete 2-Port Vector Network Analyzer Calibration Methods
Incomplt -Port Vctor Ntwork nalyzr Calibration Mthods. Hnz, N. Tmpon, G. Monastrios, H. ilva 4 RF Mtrology Laboratory Instituto Nacional d Tcnología Industrial (INTI) Bunos irs, rgntina [email protected]
STATEMENT OF INSOLVENCY PRACTICE 3.2
STATEMENT OF INSOLVENCY PRACTICE 3.2 COMPANY VOLUNTARY ARRANGEMENTS INTRODUCTION 1 A Company Voluntary Arrangmnt (CVA) is a statutory contract twn a company and its crditors undr which an insolvncy practitionr
TELL YOUR STORY WITH MYNEWSDESK The world's leading all-in-one brand newsroom and multimedia PR platform
TELL YOUR STORY WITH MYNEWSDESK Th world's lading all-in-on brand nwsroom and multimdia PR platform SO WHAT'S THE STORY WITH MYNEWSDESK? Th world s lading all-in-on nwsroom and digital PR platform. Usd
Cisco Data Virtualization
Cisco Data Virtualization Big Data Eco-systm Discussion with Bloor Group Bob Ev, David Bsmr July 2014 Cisco Data Virtualization Backgroundr Cisco Data Virtualization is agil data intgration softwar that
Econ 371: Answer Key for Problem Set 1 (Chapter 12-13)
con 37: Answr Ky for Problm St (Chaptr 2-3) Instructor: Kanda Naknoi Sptmbr 4, 2005. (2 points) Is it possibl for a country to hav a currnt account dficit at th sam tim and has a surplus in its balanc
Abstract. Introduction. Statistical Approach for Analyzing Cell Phone Handoff Behavior. Volume 3, Issue 1, 2009
Volum 3, Issu 1, 29 Statistical Approach for Analyzing Cll Phon Handoff Bhavior Shalini Saxna, Florida Atlantic Univrsity, Boca Raton, FL, [email protected] Sad A. Rajput, Farquhar Collg of Arts
Continuity Cloud Virtual Firewall Guide
Cloud Virtual Firwall Guid uh6 Vrsion 1.0 Octobr 2015 Foldr BDR Guid for Vam Pag 1 of 36 Cloud Virtual Firwall Guid CONTENTS INTRODUCTION... 3 ACCESSING THE VIRTUAL FIREWALL... 4 HYPER-V/VIRTUALBOX CONTINUITY
IBM Healthcare Home Care Monitoring
IBM Halthcar Hom Car Monitoring Sptmbr 30th, 2015 by Sal P. Causi, P. Eng. IBM Halthcar Businss Dvlopmnt Excutiv [email protected] IBM Canada Cloud Computing Tigr Tam Homcar by dfinition 1. With a gnsis
FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data
FACULTY SALARIES FALL 2004 NKU CUPA Data Compard To Publishd National Data May 2005 Fall 2004 NKU Faculty Salaris Compard To Fall 2004 Publishd CUPA Data In th fall 2004 Northrn Kntucky Univrsity was among
Architecture of the proposed standard
Architctur of th proposd standard Introduction Th goal of th nw standardisation projct is th dvlopmnt of a standard dscribing building srvics (.g.hvac) product catalogus basd on th xprincs mad with th
Natural Gas & Electricity Prices
Click to dit Mastr titl styl Click to dit Mastr txt styls Scond lvl Third lvl Natural Gas & Elctricity Prics Fourth lvl» Fifth lvl Glnn S. Pool Manufacturing Support Mgr. Enrgy April 4, 2013 Click Vrso
QUANTITATIVE METHODS CLASSES WEEK SEVEN
QUANTITATIVE METHODS CLASSES WEEK SEVEN Th rgrssion modls studid in prvious classs assum that th rspons variabl is quantitativ. Oftn, howvr, w wish to study social procsss that lad to two diffrnt outcoms.
Host Country: Czech Republic Other parties: Denmark Expected ERUs in 2008 2012: ~ 1,250,000 tco 2
Projct CZ1000033: Nitrous Oxid Emission Rductions at Lovochmi Host Country: Czch Rpublic Othr partis: Dnmark Expctd ERUs in 2008 2012: ~ 1,250,000 tco 2 Th projct at Lovochmi in th Czch Rpublic aims to
TraSiCAD Version 2.8. TraSiCAD - Traffic Sign Computer Aided Design V2.8. ORDER / REGISTRATION FORM - TraSiCAD V2.8
TraSiCAD Vrsion 2.8 Copyright 2002 Qunsland Dpartmnt o Main Roads Inrastructur Managmnt & Dlivry Division Road Systms Oprations Branch Inrastructur Managmnt & Dlivry Division aims to support th sa and
Category 7: Employee Commuting
7 Catgory 7: Employ Commuting Catgory dscription This catgory includs missions from th transportation of mploys 4 btwn thir homs and thir worksits. Emissions from mploy commuting may aris from: Automobil
Key Management System Framework for Cloud Storage Singa Suparman, Eng Pin Kwang Temasek Polytechnic {singas,engpk}@tp.edu.sg
Ky Managmnt Systm Framwork for Cloud Storag Singa Suparman, Eng Pin Kwang Tmask Polytchnic {singas,ngpk}@tp.du.sg Abstract In cloud storag, data ar oftn movd from on cloud storag srvic to anothr. Mor frquntly
Free ACA SOLUTION (IRS 1094&1095 Reporting)
Fr ACA SOLUTION (IRS 1094&1095 Rporting) Th Insuranc Exchang (301) 279-1062 ACA Srvics Transmit IRS Form 1094 -C for mployrs Print & mail IRS Form 1095-C to mploys HR Assist 360 will gnrat th 1095 s for
Adverse Selection and Moral Hazard in a Model With 2 States of the World
Advrs Slction and Moral Hazard in a Modl With 2 Stats of th World A modl of a risky situation with two discrt stats of th world has th advantag that it can b natly rprsntd using indiffrnc curv diagrams,
Question 3: How do you find the relative extrema of a function?
ustion 3: How do you find th rlativ trma of a function? Th stratgy for tracking th sign of th drivativ is usful for mor than dtrmining whr a function is incrasing or dcrasing. It is also usful for locating
REPORT' Meeting Date: April 19,201 2 Audit Committee
REPORT' Mting Dat: April 19,201 2 Audit Committ For Information DATE: March 21,2012 REPORT TITLE: FROM: Paul Wallis, CMA, CIA, CISA, Dirctor, Intrnal Audit OBJECTIVE To inform Audit Committ of th rsults
2SD1898 / 2SD1733 V CEO 80V I C 1.0A. Datasheet. NPN 1.0A 80V Middle Power Transistor. Outline. Features
NPN.0 80V Middl Powr Transistor Datasht Faturs Paramtr V CEO ) Suitabl for Middl Powr Drivr 2) Complmntary PNP Typs : 2SB260 / 2SB8 3) Low V CE(sat) V CE(sat) = 0.4V Max. (I C /I B =500m/20m) 4) Lad Fr/RoHS
User-Perceived Quality of Service in Hybrid Broadcast and Telecommunication Networks
Usr-Prcivd Quality of Srvic in Hybrid Broadcast and Tlcommunication Ntworks Michal Galtzka Fraunhofr Institut for Intgratd Circuits Branch Lab Dsign Automation, Drsdn, Grmany [email protected]
Advances in GNSS Equipment
Advancs in GNSS Equipmnt Todd Humphrys With Input From: Thomas Pany, Brnhard Ridl IFEN, Carstn Strobr UFAF Larry Young, JPL David Munton, UT/ARL 2010 IGS Workshop, Nwcastl Upon Tyn Q: What advancs in GNSS
SecurView 6-0-6 Antivirus Software Installation
SurViw 6-0-6 Antivirus Sotwr Instlltion 1. Introdution Antivirus sotwr is n tiv wy to ombt omputr viruss, trojns, worms, nd othr mliious sotwr tht my ttmpt to ompromis th intgrity o systm. It is ssntil
Whole Systems Approach to CO 2 Capture, Transport and Storage
Whol Systms Approach to CO 2 Captur, Transport and Storag N. Mac Dowll, A. Alhajaj, N. Elahi, Y. Zhao, N. Samsatli and N. Shah UKCCS Mting, July 14th 2011, Nottingham, UK Ovrviw 1 Introduction 2 3 4 Powr
PACKINGHOUSE NEWSLETTER
Cooprativ Extnsion Srvic Institut of Food and Agricultural Scincs PACKINGHOUSE NEWSLETTER Mark Ritnour Packinghous Nwslttr No. 192 Indian Rivr REC Dcmbr 29, 2000 2199 South Rock Road Ft. Pirc, FL 34945-3138
Moving Securely Around Space: The Case of ESA
Moving Scurly Around Spac: Th Cas of ESA Prpard By: Andra Baldi, Jos Frnandz Balsiro, Marco Incollingo Tommaso Parrinllo, Cristiano Silvagni, Stfano Zatti Europan Spac Agncy [email protected] ESA Scnario
An Broad outline of Redundant Array of Inexpensive Disks Shaifali Shrivastava 1 Department of Computer Science and Engineering AITR, Indore
Intrnational Journal of mrging Tchnology and dvancd nginring Wbsit: www.ijta.com (ISSN 2250-2459, Volum 2, Issu 4, pril 2012) n road outlin of Rdundant rray of Inxpnsiv isks Shaifali Shrivastava 1 partmnt
Noise Power Ratio (NPR) A 65-Year Old Telephone System Specification Finds New Life in Modern Wireless Applications.
TUTORIL ois Powr Ratio (PR) 65-Yar Old Tlphon Systm Spcification Finds w Lif in Modrn Wirlss pplications ITRODUTIO by Walt Kstr Th concpt of ois Powr Ratio (PR) has bn around sinc th arly days of frquncy
ITIL & Service Predictability/Modeling. 2006 Plexent
ITIL & Srvic Prdictability/Modling 1 2 Plxnt Th Company 2001 Foundd Plxnt basd on an Expandd ITIL Architctur, CMMI, ISO, and BS15000 - itdna 2003 Launchd itdna Srvic Offring 2003 John Groom, past Dirctor
A Multi-Heuristic GA for Schedule Repair in Precast Plant Production
From: ICAPS-03 Procdings. Copyright 2003, AAAI (www.aaai.org). All rights rsrvd. A Multi-Huristic GA for Schdul Rpair in Prcast Plant Production Wng-Tat Chan* and Tan Hng W** *Associat Profssor, Dpartmnt
http://www.wwnorton.com/chemistry/tutorials/ch14.htm Repulsive Force
ctivation nrgis http://www.wwnorton.com/chmistry/tutorials/ch14.htm (back to collision thory...) Potntial and Kintic nrgy during a collision + + ngativly chargd lctron cloud Rpulsiv Forc ngativly chargd
RF Video Distribution System. Why Z-Band is The Right Choice for Quality Video
RF Video Distribution System Why Z-Band is The Right Choice for Quality Video Requirements for Quality RF Video Correct Signal & Noise Levels from Source/s Correct Signal & Noise Levels from Backbone Cabling
Personal Identity Verification (PIV) Enablement Solutions
Prsonal Idntity Vrification (PIV) Enablmnt Solutions pivclass Govrnmnt Solutions Affordabl Prsonal Idntity Vrification (PIV) Enablmnt Solutions from a Singl, Trustd Supplir Complt Solution for PIV Enablmnt
Foreign Exchange Markets and Exchange Rates
Microconomics Topic 1: Explain why xchang rats indicat th pric of intrnational currncis and how xchang rats ar dtrmind by supply and dmand for currncis in intrnational markts. Rfrnc: Grgory Mankiw s Principls
Important Information Call Through... 8 Internet Telephony... 6 two PBX systems... 10 Internet Calls... 3 Internet Telephony... 2
Installation and Opration Intrnt Tlphony Adaptr Aurswald Box Indx C I R 884264 03 02/05 Call Duration, maximum...10 Call Through...7 Call Transportation...7 Calls Call Through...7 Intrnt Tlphony...3 two
union scholars program APPLICATION DEADLINE: FEBRUARY 28 YOU CAN CHANGE THE WORLD... AND EARN MONEY FOR COLLEGE AT THE SAME TIME!
union scholars YOU CAN CHANGE THE WORLD... program AND EARN MONEY FOR COLLEGE AT THE SAME TIME! AFSCME Unitd Ngro Collg Fund Harvard Univrsity Labor and Worklif Program APPLICATION DEADLINE: FEBRUARY 28
AP Calculus AB 2008 Scoring Guidelines
AP Calculus AB 8 Scoring Guidlins Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos mission is to connct studnts to collg succss and opportunity.
Engineering Analytics Opportunity Preview Zinnov Report August 2013
Enginring Analytics Opportunity Prviw Zinnov Rport August 2013 Enginring Analytics: Prviw Agnda Dfinition Markt Siz Summary 2 Enginring Analytics: Prviw Agnda Dfinition Markt Siz Summary 3 Agnda 1 Enginring
81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct
Air Handling Systms Enginring & chnical Bulltin 81-1-ISD Economic Considrations of Hat ransfr on Sht Mtal Duct Othr bulltins hav dmonstratd th nd to add insulation to cooling/hating ducts in ordr to achiv
Cookie Policy- May 5, 2014
Cooki Policy- May 5, 2014 Us of Cookis on Sizmk Wbsits This Cooki Disclosur applis only to us of cookis on corporat wbsits (www.sizmk.com and rlatd rgional wbsits) publishd by Sizmk Inc. and its affiliats
Sci.Int.(Lahore),26(1),131-138,2014 ISSN 1013-5316; CODEN: SINTE 8 131
Sci.Int.(Lahor),26(1),131-138,214 ISSN 113-5316; CODEN: SINTE 8 131 REQUIREMENT CHANGE MANAGEMENT IN AGILE OFFSHORE DEVELOPMENT (RCMAOD) 1 Suhail Kazi, 2 Muhammad Salman Bashir, 3 Muhammad Munwar Iqbal,
Electric power generation, transmission, & distribution Natural gas distribution Water, sewage, & other systems
[Exluds data for auxiliaris. ata in tis tal ar sujt to mploymnt-and/or sals-siz minimums tat vary y gograpi lvl; for mor information, s lp. * NAICS INUSTRIES is dfind as t taxal portion of t Srvis stors,
The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole
Th intrnational Intrnt sit of th goviticultur MCC systm L sit Intrnt intrnational du systèm CCM géoviticol Flávio BELLO FIALHO 1 and Jorg TONIETTO 1 1 Rsarchr, Embrapa Uva Vinho, Caixa Postal 130, 95700-000
Long run: Law of one price Purchasing Power Parity. Short run: Market for foreign exchange Factors affecting the market for foreign exchange
Lctur 6: Th Forign xchang Markt xchang Rats in th long run CON 34 Mony and Banking Profssor Yamin Ahmad xchang Rats in th Short Run Intrst Parity Big Concpts Long run: Law of on pric Purchasing Powr Parity
Teaching Computer Networking with the Help of Personal Computer Networks
Taching Computr Ntworking with th Hlp of Prsonal Computr Ntworks Rocky K. C. Chang Dpartmnt of Computing Th Hong Kong Polytchnic Univrsity Hung Hom, Kowloon, Hong Kong [email protected] ABSTRACT
Reading. Minimum Spanning Trees. Outline. A File Sharing Problem. A Kevin Bacon Problem. Spanning Trees. Section 9.6
Rin Stion 9.6 Minimum Spnnin Trs Outlin Minimum Spnnin Trs Prim s Alorithm Kruskl s Alorithm Extr:Distriut Shortst-Pth Alorithms A Fil Shrin Prolm Sy unh o usrs wnt to istriut il monst thmslvs. Btwn h
Nimble Storage Exchange 2010 40,000-Mailbox Resiliency Storage Solution
Nimbl Storag Exchang 2010 40,0-Mailbox Rsilincy Storag Solution Tstd with: ESRP Storag Vrsion 3.0 Tst dat: July 10, 2012 Ovrviw This documnt provids information on Nimbl Storag's storag solution for Microsoft
A Loadable Task Execution Recorder for Hierarchical Scheduling in Linux
A Loadabl Task Excution Rcordr for Hirarchical Schduling in Linux Mikal Åsbrg and Thomas Nolt MRTC/Mälardaln Univrsity PO Box 883, SE-721 23, Västrås, Swdn {mikalasbrg,thomasnolt@mdhs Shinpi Kato Carngi
CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List.
Elmntary Rndring Elmntary rastr algorithms for fast rndring Gomtric Primitivs Lin procssing Polygon procssing Managing OpnGL Stat OpnGL uffrs OpnGL Gomtric Primitivs ll gomtric primitivs ar spcifid by
est with berkeley / uc berkeley exte xtension / be your best with berkel
c rkley xtnsion yor st rkly c rkley xtnsion st with rkly c rkley xt Post-Baccalarat yor st Program with for rkly c rk xtnsion yor st with rkl c rkley xtnsion yor st rkly Consling c rkley and xtnsion st
CHAPTER 4c. ROOTS OF EQUATIONS
CHAPTER c. ROOTS OF EQUATIONS A. J. Clark School o Enginring Dpartmnt o Civil and Environmntal Enginring by Dr. Ibrahim A. Aakka Spring 00 ENCE 03 - Computation Mthod in Civil Enginring II Dpartmnt o Civil
Practical Embedded Systems Engineering Syllabus for Graduate Students with Multidisciplinary Backgrounds
lctur or tal. Do iz or o not ry gth: l. Do or o not r of d of th: g dr l. Practical Embddd Systms Enginring Syllabus for Graduat Studnts with Multidisciplin ounds Bastian Hatzr Grt Schly Rauf Salimi Khaligh
Logo Design/Development 1-on-1
Logo Dsign/Dvlopmnt 1-on-1 If your company is looking to mak an imprssion and grow in th marktplac, you ll nd a logo. Fortunatly, a good graphic dsignr can crat on for you. Whil th pric tags for thos famous
Evolution of Cabling Standards TIA/EIA ISO/IEC CENELEC. by Paul Kish NORDX/CDT Chair TIA TR 41.8
Evolution of Cabling Standards TIA/EIA ISO/IEC CENELEC by Paul Kish NORDX/CDT Chair TIA TR 41.8 Outline Market trends Standards development where we were where we are where we are going Beyond Category
Hardware Modules of the RSA Algorithm
SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol. 11, No. 1, Fbruary 2014, 121-131 UDC: 004.3`142:621.394.14 DOI: 10.2298/SJEE140114011S Hardwar Moduls of th RSA Algorithm Vlibor Škobić 1, Branko Dokić 1,
Development of Financial Management Reporting in MPLS
1 Dvlopmnt of Financial Managmnt Rporting in MPLS 1. Aim Our currnt financial rports ar structurd to dlivr an ovrall financial pictur of th dpartmnt in it s ntirty, and thr is no attmpt to provid ithr
C H A P T E R 1 Writing Reports with SAS
C H A P T E R 1 Writing Rports with SAS Prsnting information in a way that s undrstood by th audinc is fundamntally important to anyon s job. Onc you collct your data and undrstand its structur, you nd
SCHOOLS' PPP : PROJECT MANAGEMENT
Rport Schools' PPP Sub Committ 22 April 2004 2 SCHOOLS' PPP : PROJECT MANAGEMENT 1 Rason for Rport To provid Mmbrs with information on th structur of th Schools' PPP Projct Tam 2 Background 21 Dumfris
Traffic Flow Analysis (2)
Traffic Flow Analysis () Statistical Proprtis. Flow rat distributions. Hadway distributions. Spd distributions by Dr. Gang-Ln Chang, Profssor Dirctor of Traffic safty and Oprations Lab. Univrsity of Maryland,
Online Price Competition within and between Heterogeneous Retailer Groups
Onlin Pric Comptition within and btwn Htrognous Rtailr Groups Cnk Kocas Dpartmnt of Markting and Supply Chain Managmnt, Michigan Stat Univrsity [email protected] Abstract This study prsnts a modl of pric comptition
Problem Set 6 Solutions
6.04/18.06J Mathmatics for Computr Scic March 15, 005 Srii Dvadas ad Eric Lhma Problm St 6 Solutios Du: Moday, March 8 at 9 PM Problm 1. Sammy th Shar is a fiacial srvic providr who offrs loas o th followig
Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects
Chaptr 3: Entity Rlationship Modl Databas Dsign Procss Us a high-lvl concptual data modl (ER Modl). Idntify objcts of intrst (ntitis) and rlationships btwn ths objcts Idntify constraints (conditions) End
Parallel and Distributed Programming. Performance Metrics
Paralll and Distributd Programming Prformanc! wo main goals to b achivd with th dsign of aralll alications ar:! Prformanc: th caacity to rduc th tim to solv th roblm whn th comuting rsourcs incras;! Scalability:
Presentation on Short-Term Certificates to the CAPSEE Conference. September 18, 2014
Prsntation on Short-Trm Crtificats to th CAPSEE Confrnc Sptmbr 18, 2014 Th first goal of City Collgs Rinvntion is focusd on nsuring studnts arn crdntials of conomic valu Rinvntion Goals Incras numbr of
Electronic Commerce. and. Competitive First-Degree Price Discrimination
Elctronic Commrc and Comptitiv First-Dgr Pric Discrimination David Ulph* and Nir Vulkan ** Fbruary 000 * ESRC Cntr for Economic arning and Social Evolution (ESE), Dpartmnt of Economics, Univrsity Collg
Entity-Relationship Model
Entity-Rlationship Modl Kuang-hua Chn Dpartmnt of Library and Information Scinc National Taiwan Univrsity A Company Databas Kps track of a company s mploys, dpartmnts and projcts Aftr th rquirmnts collction
NUMERICAL COMPUTATION OF THE EFFECTIVENESS-NUMBER OF TRANSFER UNITS FOR SEVERAL CROSS-FLOW HEAT EXCHANGERS WITH DIFFERENT FLOW ARRANGEMENTS
Prodings of COBEM 2009 20th Intrnational Congrss of Mhanial Enginring Novmbr 15-20, 2009, Gramado, RS, Brazil NUMERICAL COMPUTATION OF THE EFFECTIVENESS-NUMBER OF TRANSFER UNITS FOR SEVERAL CROSS-FLOW
( c) ( t) c denotes the peak rate for the elastic flow. For stream traffic we use the utility function (see Fig. 2): c i 1 (2) T dur
Dynami Partitioning of Link Bandwidth in IP/MPLS Ntwork Vin Rakovi, John M Griffith Dpt. of Etroni Enginring, Qun Mary, Univrity of London, UK Mi End road, London E 4NS Emai: {v.rakovi, j.m.griffith} @.qmw.a.uk
Usability Test of UCRS e-learning DVD
Usability Tst of UCRS -Larning DVD Dcmbr 2006 Writtn by Thrsa Wilkinson Excutiv Summary Usability Tst of th UCRS -Larning DVD, Dcmbr 2006 This rport documnts th findings of a usability tst of th UCRS -Larning
WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769
08-16-85 WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769 Summary of Dutis : Dtrmins City accptanc of workrs' compnsation cass for injurd mploys; authorizs appropriat tratmnt
Keywords Cloud Computing, Service level agreement, cloud provider, business level policies, performance objectives.
Volum 3, Issu 6, Jun 2013 ISSN: 2277 128X Intrnational Journal of Advancd Rsarch in Computr Scinc and Softwar Enginring Rsarch Papr Availabl onlin at: wwwijarcsscom Dynamic Ranking and Slction of Cloud
5.4 Exponential Functions: Differentiation and Integration TOOTLIFTST:
.4 Eponntial Functions: Diffrntiation an Intgration TOOTLIFTST: Eponntial functions ar of th form f ( ) Ab. W will, in this sction, look at a spcific typ of ponntial function whr th bas, b, is.78.... This
CalOHI Content Management System Review
CalOHI Contnt Systm Rviw Tabl of Contnts Documnt Ovrviw... 3 DotNtNuk... 4 Ovrviw... 4 Installation / Maintnanc... 4 Documntation... 5 Usability... 5 Dvlopmnt... 5 Ovrall... 6 CMS Mad Simpl... 6 Ovrviw...
Job Description. Programme Leader & Subject Matter Expert
Job titl: Programm Ladr & Subjct Mattr xprt Arbitration Pathways, ducation and Training Dpartmnt Salary band: 47,500 to 56,500 (dpndnt upon xprinc) Hours: 35 hours a wk Trm: Full Tim, Prmannt Accountabl
Remember you can apply online. It s quick and easy. Go to www.gov.uk/advancedlearningloans. Title. Forename(s) Surname. Sex. Male Date of birth D
24+ Advancd Larning Loan Application form Rmmbr you can apply onlin. It s quick and asy. Go to www.gov.uk/advancdlarningloans About this form Complt this form if: you r studying an ligibl cours at an approvd
Automatic Modeling of Musical Style
Automati Modling of Musial Styl O. Lartillot 1, S. Dubnov 2, G. Assayag 1, G. Bjrano 3 1 Iram (Institut d Rhrh t Coordination Aoustiqu/Musiqu), Paris, Fran 2 Bn Gurion Univrsity, Isral 3 Institut of Computr
