WHITE PAPER. Filter Bandwidth Definition of the WaveShaper S-series Programmable Optical Processor
|
|
|
- Sarah Chapman
- 10 years ago
- Views:
Transcription
1 WHITE PAPER Filter andwidth Definition of the WaveShaper S-series 1 Introdction The WaveShaper family of s allow creation of ser-cstomized filter profiles over the C- or L- band, providing a flexible tool for indstrial or research laboratories andpass filter profiles can be created with a bandwidth ranging from 1 Hz to 5 THz, in 1 Hz steps However, pon measring the spectral response of the filter, sers can be confsed by the bandwidth definition, which conforms to neither a fll-width half-maximm (FWHM) nor a 1/e measrement Frthermore, an inspection of the shape of a nominally flat-top filter shows that there is a finite slope to the roll-off edge of the filter This can limit the adjacent channel extinction, particlarly for very narrow filter bandwidths What does the specified bandwidth refer to - and is it constant for all devices and channels? This white paper aims to provide the reader with an nderstanding of how the Finisar WaveShaper can generate spectral filters that are defined as having a bandwidth, First, a theoretical treatment of the filter shape is presented, with a prediction of how the filter bandwidth shold be specified Second, experimental reslts are shown which confirm the theoretical analysis Finally, these findings are smmarized and clearly stated for the reader Theory In this section, an expression for the defalt, flat-top filter shape prodced by the WaveShaper family of Programmable Optical Filters is presented, along with an analysis to appropriately define the filter bandwidth specification It shold be noted that this analysis is derived for a simple flat-top filter response with no additional amplitde or phase shaping 1 Prediction of filter shape An ideal optical filter of bandwidth,, shold look like a rectanglar fnction, from -/ to / That is, an ideal channel shape can be expressed as 1, / f / R( f ) = (1), otherwise This rectanglar fnction is generated on the liqid crystalon-silicon (LCOS) chip, which sits in the Forier plane of a 4-f imaging system Propagation throgh the optical system can be redced to an optical transfer fnction that is composed of a relatively narrow assian spectrm, given by L f σ ( f f ) / ( ) Ae, = () A is the spectrm amplitde, f o is the filter center freqency and σ is the spectral variance of the assian spectrm The spectral variance is related, throgh the standard deviation, to the 3 d bandwidth of a assian spectrm by the following relation: W3 d σ = (3) ln The bandwidth of the optical transfer fnction assian is roghly 1 Hz, which sggests that the standard deviation is eqal to 4466 Hz The filter shape generated is then given by the convoltion of (1) and (), or S( f ) = R( f ) L( f ) + = R( f ) L( f f ) df Sbstitting (1) and () into (4), and setting f o =, A = 1, the integral becomes (4) ( f f ) /σ = (5) S( f ) e df In order to evalate this integral, a variable sbstittion is reqired Redefining the variable to be eqal to allows (5) to be rewritten as f f, σ = (6) ( ) σ, 1 S = e d (7) Page 1
2 APPLICATION NOTE: Filter andwidth Definition of the WaveShaper S-series Normalized power (d) Hz 4 Hz 6 Hz 8 Hz 1 Hz -5 Figre 1: The filter shape, S(f), calclated for different filter bandwidths, Freqency offset (Hz) 1 = = f σ f σ Evalation of (7) reqires se of the error fnction, which is commonly defined as π erf( a) e dt (8) a t = (9) Using (9), the integral in (7) can be evalated, reslting in the final form of the channel shape generated by the WaveShaper, given by S f σ π f f σ σ ( ) = erf erf (1) Examples of this filter shape are shown in Figre 1, S(f) calclated for several different vales of and an optical transfer fnction bandwidth of 1 Hz The net effect of convoltion with a assian is to smooth ot the sharp featres of the rectanglar fnction, which makes the otpt spectrm narrower than the original rectanglar profile at the top and wider at the bottom, necessitating the existence of a point in the spectrm that crosses the rectanglar profile bondary This crossover point marks the relative power level at which the actal filter shape has a bandwidth, Figre : Identifying the location of the crossover point, the filter shape (red) crosses the ideal rectanglar window (ble) Defining the channel bandwidth specification In the above analysis, the desired filter profile is a rectanglar fnction with bandwidth, The actal filter shape generated, however, is narrower at the top part of the channel, and spills ot of the rectanglar window at the bottom, even thogh the channel is labeled as a bandpass filter with bandwidth, To clearly define the bandwidth of the actal filter shape, it is instrctional to look at the power level at which S(f) crosses the rectanglar fnction bondary This is illstrated in Figre, the crossover point, is identified as the point the generated filter shape crosses the ideal rectanglar window If the crossover point, P cx, occrs at a constant power level, this power level can be sed to strictly define the bandwidth of the filter response The power ratio at which P cx occrs, for a given filter bandwidth,, is given by P cx S ( ) S(), = (11) S(f) was defined in the previos section Using (1), this can be evalated and simplified to P cx erf( ) =, (1) erf ( ) σ = (13) Page
3 APPLICATION NOTE: Filter andwidth Definition of the WaveShaper S-series erf( )/erf( /) / Figre 3: Error fnction ratio trend as the ratio of filter bandwidth to optical transfer fnction bandwidth increases Previosly, a relation between the 3 d bandwidth of the assian filter,, and s was stated in (3), which is sed here to express as = ln (14) Hence, an expression for the crossover point, P cx, is fond in terms of the ratio between the filter bandwidth,, and the innate optical transfer fnction bandwidth, It shold be noted that this only holds for a assian spectrm Frther conclsions can be drawn by considering the natre of the error fnction, which tends to ½ as increases This is illstrated in Figre 3 the ratio of error fnctions is calclated as / is increased Clearly, for large ratios of /, the ratio of error fnctions tend to one; conservatively speaking, it appears safe to conclde that when the desired filter response is at least 3 times larger than the optical transfer fnction bandwidth, the crossover point occrs at for, P (15) This translates to, on a decibel scale, a level that is -6 d down from the filter peak This is illstrated in Figre 4, which plots the expression given in (1) as a fnction of the actal filter bandwidth For vales of that are at least three times larger than, it is evident that the crossover point is located at, roghly, -6 d from the filter peak To reiterate, when a WaveShaper Programmable Optical Processor is set to prodce a rectanglar fnction of cx 1 Crossover point level (d) Figre 4: Location of crossover point with respect to actal filter bandwidth bandwidth, which is at least three times larger than the optical transfer fnction bandwidth, the otpt filter response will have, roghly, a 6 d bandwidth of If the bandwidth is less than three times the optical transfer fnction bandwidth, the bandwidth is defined at the crossover point indicated in Figre 4 3 Experimental Reslts In order to compare the presented theory to measred reslts, prodction data from a range of WaveShaper s were extracted and analyzed Normalized power (d) andpass filter bandwidth (Hz) predicted measred Freqency offset (Hz) Figre 5: Comparison between predicted and measred channel shape for a 5 Hz filter response Page 3
4 APPLICATION NOTE: Filter andwidth Definition of the WaveShaper S-series Normalized power (d) port 1 port port 3 port 4 Normalized power (d) port 1 port port 3 port Freqency (THz) Figre 6: For port operation with 1 Hz channel spacing comparing (solid) measred and (dashed) predicted data One 5 Hz channel, from a WaveShaper 1S, was taken to compare to the predicted filter shape shown in (1) Measred reslts are compared to this predicted channel shape in Figre 5 The spectra match reasonably well, with the exception of a small broadening on one side of the experimental data, which is attribted to the asymmetric beam shape throgh the device To compare the otpt of a mltiport device with filter profiles sent to niqe ports, a WaveShaper 4S was set to otpt adjacent 1 Hz bandpass filters to each port The measred data is shown in Figre 6 compared to predicted channel shapes, as derived in the previos section It shold be noted that an optical transfer fnction bandwidth of 1 Hz was sed in these calclations, which takes into accont the resoltion bandwidth of the optical spectrm analyzer The predicted model prodces an excellent fit compared to the nominal 1 Hz bandpass filter responses, with a slight broadening of the measred data from port 3 From (1), the predicted crossover point of a 1 Hz bandpass filter, sing an optical transfer fnction bandwidth of 1 Hz, is -33 d From the measred spectra in Figre 6, the average crossover point occrred at -338 d Similarly, the behavior of 5 Hz channels can be predicted with the presented models A WaveShaper 4S was therefore set to otpt adjacent 5 Hz channels to niqe ports, and the measred data was compared with predicted spectra, with the reslts shown in Figre Freqency (THz) Figre 7: For port operation with 5 Hz channel spacing, comparing (solid) measred and (dashed) predicted data As the generated filter bandwidth of 5 Hz was mch larger than the optical transfer fnction, the experimental data shows an even better fit to theory The crossover point of the measred spectra occrred at an average of -598 d; in comparison, the predicted spectra have crossover points at -6 d Occrances samples Avg: -6 d StdDev: 41 d Channel crossover point (d) Figre 8: Srvey of crossover points for six interleaved devices, reslting in 58 samples To draw a conclsion abot the location of the crossover point of a WaveShaper filter response, a relatively large sample size was reqired Six WaveShaper processors were measred; each device was set to prodce 5 Hz interleaver patterns, odd and even, sliced into distinct channels, and the crossover point was Page 4
5 APPLICATION NOTE: Filter andwidth Definition of the WaveShaper S-series measred for each slice This reslted in a total of 58 measrements, giving an appropriate sample size to determine statistical data abot the location of the crossover point of a WaveShaper bandpass filter The crossover point analysis is shown in Figre 8, tablated in histogram format For all samples, the mean crossover point location occrs at -6 d, with a standard deviation of 41 d; the standard deviation is acceptable considering the resoltion of the measrement data The simple mathematical model presented in this white paper gives accrate agreement with measred spectral data, allowing accrate definition of the crossover point, confirmed by statistical data 4 Conclsion This paper has presented a theoretical analysis of the bandpass filter shape generated by the WaveShaper family of s, given as the convoltion between a rectanglar profile and a narrow assian spectrm ood matching between theory and experimental data was fond, confirming the accracy of this approach Additionally, it was predicted that the crossover point between the otpt filter response and the initial rectanglar profile of bandwidth wold occr at roghly - 6 d, if the width of the rectanglar profile was greater than 3 Hz For filter profiles narrower than 3 Hz, the crossover point was fond to be given by P cx erf( ) =, (16) erf ( ) Acknowledgements: This white paper was written by Cibby Plikkaseril and was made possible with the assistance of Michaël Roelens, Jeremy olger, Simon Poole and Steve Frisken = ln (17) This was confirmed by experimental data; over 58 measrements for prodction devices were sed to bild a statistical evalation of the location of the crossover point of 5 Hz bandpass filter responses The mean crossover point of the sample set was fond to be -6 d, with a standard deviation of 41 d 1389 Moffett Park Drive Snnyvale, CA 9489 Tel: Fax: waveshaper@finisarcom 1 Finisar Corporation All rights reserved Page 5 Finisar is a registered trademark WSPR 3/1
Every manufacturer is confronted with the problem
HOW MANY PARTS TO MAKE AT ONCE FORD W. HARRIS Prodction Engineer Reprinted from Factory, The Magazine of Management, Volme 10, Nmber 2, Febrary 1913, pp. 135-136, 152 Interest on capital tied p in wages,
Sample Pages. Edgar Dietrich, Alfred Schulze. Measurement Process Qualification
Sample Pages Edgar Dietrich, Alfred Schlze Measrement Process Qalification Gage Acceptance and Measrement Uncertainty According to Crrent Standards ISBN: 978-3-446-4407-4 For frther information and order
GUIDELINE. Guideline for the Selection of Engineering Services
GUIDELINE Gideline for the Selection of Engineering Services 1998 Mission Statement: To govern the engineering profession while enhancing engineering practice and enhancing engineering cltre Pblished by
Modeling Roughness Effects in Open Channel Flows D.T. Souders and C.W. Hirt Flow Science, Inc.
FSI-2-TN6 Modeling Roghness Effects in Open Channel Flows D.T. Soders and C.W. Hirt Flow Science, Inc. Overview Flows along rivers, throgh pipes and irrigation channels enconter resistance that is proportional
Compensation Approaches for Far-field Speaker Identification
Compensation Approaches for Far-field Speaer Identification Qin Jin, Kshitiz Kmar, Tanja Schltz, and Richard Stern Carnegie Mellon University, USA {qjin,shitiz,tanja,rms}@cs.cm.ed Abstract While speaer
On the urbanization of poverty
On the rbanization of poverty Martin Ravallion 1 Development Research Grop, World Bank 1818 H Street NW, Washington DC, USA Febrary 001; revised Jly 001 Abstract: Conditions are identified nder which the
Spectrum Balancing for DSL with Restrictions on Maximum Transmit PSD
Spectrm Balancing for DSL with Restrictions on Maximm Transmit PSD Driton Statovci, Tomas Nordström, and Rickard Nilsson Telecommnications Research Center Vienna (ftw.), Dona-City-Straße 1, A-1220 Vienna,
Corporate performance: What do investors want to know? Innovate your way to clearer financial reporting
www.pwc.com Corporate performance: What do investors want to know? Innovate yor way to clearer financial reporting October 2014 PwC I Innovate yor way to clearer financial reporting t 1 Contents Introdction
Introduction to HBase Schema Design
Introdction to HBase Schema Design Amandeep Khrana Amandeep Khrana is a Soltions Architect at Clodera and works on bilding soltions sing the Hadoop stack. He is also a co-athor of HBase in Action. Prior
Curriculum development
DES MOINES AREA COMMUNITY COLLEGE Crriclm development Competency-Based Edcation www.dmacc.ed Why does DMACC se competency-based edcation? DMACC tilizes competency-based edcation for a nmber of reasons.
EMC VNX Series. EMC Secure Remote Support for VNX. Version VNX1, VNX2 300-014-340 REV 03
EMC VNX Series Version VNX1, VNX2 EMC Secre Remote Spport for VNX 300-014-340 REV 03 Copyright 2012-2014 EMC Corporation. All rights reserved. Pblished in USA. Pblished Jly, 2014 EMC believes the information
Optimal Trust Network Analysis with Subjective Logic
The Second International Conference on Emerging Secrity Information, Systems and Technologies Optimal Trst Network Analysis with Sbjective Logic Adn Jøsang UNIK Gradate Center, University of Oslo Norway
A Stdy on Cstomer Service Qality of Banks in India Dr. Manasa Nagabhshanam Lead Researcher Analyz Research Soltions Pvt. Ltd. Bangalore BLANK Table of Contents Chapter 1 315-317 Introdction 315 1.1 Role
Equilibrium of Forces Acting at a Point
Eqilibrim of orces Acting at a Point Eqilibrim of orces Acting at a Point Pre-lab Qestions 1. What is the definition of eqilibrim? Can an object be moving and still be in eqilibrim? Explain.. or this lab,
Breakthrough Performance in Mobile Phone Testing Fast and Accurate Measurements Full Flexibility with Powerful Control
Breakthrogh Performance in Mobile Phone Testing Fast and Accrate Measrements Fll Flexibility with Powerfl Control The New Platform for Testing Digital Commnications Breakthroghs in speed of test: Transmitter
Opening the Door to Your New Home
Opening the Door to Yor New Home A Gide to Bying and Financing. Contents Navigating Yor Way to Home Ownership...1 Getting Started...3 Finding Yor Home...9 Finalizing Yor Financing...12 Final Closing...13
Designing and Deploying File Servers
C H A P T E R 2 Designing and Deploying File Servers File servers rnning the Microsoft Windows Server 2003 operating system are ideal for providing access to files for sers in medim and large organizations.
9 Setting a Course: Goals for the Help Desk
IT Help Desk in Higher Edcation ECAR Research Stdy 8, 2007 9 Setting a Corse: Goals for the Help Desk First say to yorself what yo wold be; and then do what yo have to do. Epictets Key Findings Majorities
TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings
TrstSVD: Collaborative Filtering with Both the Explicit and Implicit Inflence of User Trst and of Item Ratings Gibing Go Jie Zhang Neil Yorke-Smith School of Compter Engineering Nanyang Technological University
Closer Look at ACOs. Making the Most of Accountable Care Organizations (ACOs): What Advocates Need to Know
Closer Look at ACOs A series of briefs designed to help advocates nderstand the basics of Accontable Care Organizations (ACOs) and their potential for improving patient care. From Families USA Updated
NAZIA KANWAL VECTOR TRACKING LOOP DESIGN FOR DEGRADED SIGNAL ENVIRONMENT. Master of Science Thesis
NAZIA KANWAL VECTOR TRACKING LOOP DESIGN FOR DEGRADED SIGNAL ENVIRONMENT Master of Science Thesis Examiners: Professor Jari Nrmi, Adjnct Professor Simona Lohan and Dr. Heikki Hrskainen Examiner and topic
3. Fluid Dynamics. 3.1 Uniform Flow, Steady Flow
3. Flid Dynamics Objectives Introdce concepts necessary to analyse flids in motion Identify differences between Steady/nsteady niform/non-niform compressible/incompressible flow Demonstrate streamlines
Stock Market Liquidity and Macro-Liquidity Shocks: Evidence from the 2007-2009 Financial Crisis
Stock Market Liqidity and Macro-Liqidity Shocks: Evidence from the 2007-2009 Financial Crisis Chris Florackis *, Alexandros Kontonikas and Alexandros Kostakis Abstract We develop an empirical framework
ASAND: Asynchronous Slot Assignment and Neighbor Discovery Protocol for Wireless Networks
ASAND: Asynchronos Slot Assignment and Neighbor Discovery Protocol for Wireless Networks Fikret Sivrikaya, Costas Bsch, Malik Magdon-Ismail, Bülent Yener Compter Science Department, Rensselaer Polytechnic
Deploying Network Load Balancing
C H A P T E R 9 Deploying Network Load Balancing After completing the design for the applications and services in yor Network Load Balancing clster, yo are ready to deploy the clster rnning the Microsoft
Using GPU to Compute Options and Derivatives
Introdction Algorithmic Trading has created an increasing demand for high performance compting soltions within financial organizations. The actors of portfolio management and ris assessment have the obligation
Effect of flow field on open channel flow properties using numerical investigation and experimental comparison
INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENT Volme 3, Isse 4, 2012 pp.617-628 Jornal homepage: www.ijee.ieefondation.org Effect of flow field on open channel flow properties sing nmerical investigation
HSBC Internet Banking. Combined Product Disclosure Statement and Supplementary Product Disclosure Statement
HSBC Internet Banking Combined Prodct Disclosre Statement and Spplementary Prodct Disclosre Statement AN IMPORTANT MESSAGE FOR HSBC CUSTOMERS NOTICE OF CHANGE For HSBC Internet Banking Combined Prodct
Effective governance to support medical revalidation
Effective governance to spport medical revalidation A handbook for boards and governing bodies This docment sets ot a view of the core elements of effective local governance of the systems that spport
Executive Coaching to Activate the Renegade Leader Within. Renegades Do What Others Won t To Get the Results that Others Don t
Exective Coaching to Activate the Renegade Leader Within Renegades Do What Others Won t To Get the Reslts that Others Don t Introdction Renegade Leaders are a niqe breed of leaders. The Renegade Leader
7 Help Desk Tools. Key Findings. The Automated Help Desk
7 Help Desk Tools Or Age of Anxiety is, in great part, the reslt of trying to do today s jobs with yesterday s tools. Marshall McLhan Key Findings Help desk atomation featres are common and are sally part
A Contemporary Approach
BORICP01.doc - 1 Second Edition Edcational Psychology A Contemporary Approach Gary D. Borich The University of Texas at Astin Martin L. Tombari University of Denver (This pblication may be reprodced for
Sickness Absence in the UK: 1984-2002
Sickness Absence in the UK: 1984-2002 Tim Barmby (Universy of Drham) Marco Ecolani (Universy of Birmingham) John Treble (Universy of Wales Swansea) Paper prepared for presentation at The Economic Concil
Anatomy of SIP Attacks
Anatomy of SIP Attacks João M. Ceron, Klas Steding-Jessen, and Cristine Hoepers João Marcelo Ceron is a Secrity Analyst at CERT.br/NIC.br. He holds a master s degree from Federal University of Rio Grande
Cell Radius Inaccuracy: A New Measure of Coverage Reliability
Cell adis Inaccracy: A ew Measre of Coverage eliaility PETE BEADI, MEMBE, IEEE, MEG YEE, MEMBE, IEEE, AD THOMAS ELLIS Preprint of Plication in the ovemer 1998 Isse (Vol. 47, o.4, pp. 115-16) of the IEEE
Central Angles, Arc Length, and Sector Area
CHAPTER 5 A Central Angles, Arc Length, and Sector Area c GOAL Identify central angles and determine arc length and sector area formed by a central angle. Yo will need a calclator a compass a protractor
EMC ViPR. Concepts Guide. Version 1.1.0 302-000-482 02
EMC ViPR Version 1.1.0 Concepts Gide 302-000-482 02 Copyright 2013-2014 EMC Corporation. All rights reserved. Pblished in USA. Pblished Febrary, 2014 EMC believes the information in this pblication is
8. Forced Convection Heat Transfer
8. Forced Convection Heat Transfer 8.1 Introdction The general definition for convection ma be smmarized to this definition "energ transfer between the srface and flid de to temperatre difference" and
EMC Storage Analytics
EMC Storage Analytics Version 2.1 Installation and User Gide 300-014-858 09 Copyright 2013 EMC Corporation. All rights reserved. Pblished in USA. Pblished December, 2013 EMC believes the information in
Isilon OneFS. Version 7.1. Backup and recovery guide
Isilon OneFS Version 7.1 Backp and recovery gide Copyright 2013-2014 EMC Corporation. All rights reserved. Pblished in USA. Pblished March, 2014 EMC believes the information in this pblication is accrate
Planning a Smart Card Deployment
C H A P T E R 1 7 Planning a Smart Card Deployment Smart card spport in Microsoft Windows Server 2003 enables yo to enhance the secrity of many critical fnctions, inclding client athentication, interactive
Preparing your heavy vehicle for brake test
GUIDE Preparing yor heavy vehicle for brake test A best practice gide Saving lives, safer roads, ctting crime, protecting the environment Breaking the braking myth Some people believe that a locked wheel
A Spare Part Inventory Management Model for Better Maintenance of Intelligent Transportation Systems
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 A Spare Part Inventory Management Model for Better Maintenance of Intelligent
Planning a Managed Environment
C H A P T E R 1 Planning a Managed Environment Many organizations are moving towards a highly managed compting environment based on a configration management infrastrctre that is designed to redce the
The Single Vehicle Approval Scheme
GUIDE The Single Vehicle Approval Scheme A gide to the approval of special prpose light goods vehicles Saving lives, safer roads, ctting crime, protecting the environment A gide to the approval of special
Closer Look at ACOs. Putting the Accountability in Accountable Care Organizations: Payment and Quality Measurements. Introduction
Closer Look at ACOs A series of briefs designed to help advocates nderstand the basics of Accontable Care Organizations (ACOs) and their potential for improving patient care. From Families USA Janary 2012
EMC VNX Series Setting Up a Unisphere Management Station
EMC VNX Series Setting Up a Unisphere Management Station P/N 300-015-123 REV. 02 April, 2014 This docment describes the different types of Unisphere management stations and tells how to install and configre
Chapter 2. ( Vasiliy Koval/Fotolia)
hapter ( Vasili Koval/otolia) This electric transmission tower is stabilied b cables that eert forces on the tower at their points of connection. In this chapter we will show how to epress these forces
Configuration Management for Software Product Lines
onfigration Management for Software Prodct Lines Roland Laqa and Peter Knaber Franhofer Institte for Experimental Software Engineering (IESE) Saerwiesen 6 D-67661 Kaiserslatern, Germany +49 6301 707 161
In this chapter we introduce the idea that force times distance. Work and Kinetic Energy. Big Ideas 1 2 3. is force times distance.
Big Ideas 1 Work 2 Kinetic 3 Power is force times distance. energy is one-half mass times velocity sqared. is the rate at which work is done. 7 Work and Kinetic Energy The work done by this cyclist can
CIVE2400 Fluid Mechanics. Section 1: Fluid Flow in Pipes
CIVE00 Flid Mechanics Section : Flid Flow in Pipes CIVE00 FLUID MECHNICS... SECTION : FLUID FLOW IN PIPES.... FLUID FLOW IN PIPES.... Pressre loss de to riction in a pipeline..... Pressre loss dring laminar
Chapter 3. 2. Consider an economy described by the following equations: Y = 5,000 G = 1,000
Chapter C evel Qestions. Imagine that the prodction of fishing lres is governed by the prodction fnction: y.7 where y represents the nmber of lres created per hor and represents the nmber of workers employed
The Boutique Premium. Do Boutique Investment Managers Create Value? AMG White Paper June 2015 1
The Botiqe Premim Do Botiqe Investment Managers Create Vale? AMG White Paper Jne 2015 1 Exective Smmary Botiqe active investment managers have otperformed both non-botiqe peers and indices over the last
CRM Customer Relationship Management. Customer Relationship Management
CRM Cstomer Relationship Management Farley Beaton Virginia Department of Taxation Discssion Areas TAX/AMS Partnership Project Backgrond Cstomer Relationship Management Secre Messaging Lessons Learned 2
Candidate: Cassandra Emery. Date: 04/02/2012
Market Analyst Assessment Report 04/02/2012 www.resorceassociates.com To Improve Prodctivity Throgh People. 04/02/2012 Prepared For: Resorce Associates Prepared by: John Lonsbry, Ph.D. & Lcy Gibson, Ph.D.,
High Availability for Microsoft SQL Server Using Double-Take 4.x
High Availability for Microsoft SQL Server Using Doble-Take 4.x High Availability for Microsoft SQL Server Using Doble-Take 4.x pblished April 2000 NSI and Doble-Take are registered trademarks of Network
LSN RF Fire Detection System
17 19 18 34 3 50 49 21 20 36 35 52 51 23 2 38 37 54 53 24 10 26 25 40 39 5 57 56 13 12 28 27 42 41 59 58 15 14 30 29 4 43 61 60 16 32 31 46 45 63 62 48 47 64 Fire Alarm Systems LSN RF Fire Detection System
A taxonomy of knowledge management software tools: origins and applications
Evalation and Program Planning 25 2002) 183±190 www.elsevier.com/locate/evalprogplan A taxonomy of knowledge management software tools: origins and applications Peter Tyndale* Kingston University Bsiness
Designing a TCP/IP Network
C H A P T E R 1 Designing a TCP/IP Network The TCP/IP protocol site defines indstry standard networking protocols for data networks, inclding the Internet. Determining the best design and implementation
The Good Governance Standard for Public Services
The Good Governance Standard for Pblic Services The Independent Commission for Good Governance in Pblic Services The Independent Commission for Good Governance in Pblic Services, chaired by Sir Alan Langlands,
FINANCIAL FITNESS SELECTING A CREDIT CARD. Fact Sheet
FINANCIAL FITNESS Fact Sheet Janary 1998 FL/FF-02 SELECTING A CREDIT CARD Liz Gorham, Ph.D., AFC Assistant Professor and Family Resorce Management Specialist, Utah State University Marsha A. Goetting,
A Novel QR Code and mobile phone based Authentication protocol via Bluetooth Sha Liu *1, Shuhua Zhu 2
International Conference on Materials Engineering and Information Technology Applications (MEITA 2015) A Novel QR Code and mobile phone based Athentication protocol via Bletooth Sha Li *1, Shha Zh 2 *1
Kentucky Deferred Compensation (KDC) Program Summary
Kentcky Deferred Compensation (KDC) Program Smmary Smmary and Highlights of the Kentcky Deferred Compensation (KDC) Program Simple. Smart. For yo. For life. 457 Plan 401(k) Plan Roth 401(k) Deemed Roth
Planning an Active Directory Deployment Project
C H A P T E R 1 Planning an Active Directory Deployment Project When yo deploy the Microsoft Windows Server 2003 Active Directory directory service in yor environment, yo can take advantage of the centralized,
Periodized Training for the Strength/Power Athlete
Periodized Training for the /Power Athlete Jay R. Hoffman, PhD, FACSM, CSCS *D The se of periodized training has been reported to go back as far as the ancient Olympic games. Its basic premise is that
The Good Governance Standard for Public Services
The Good Governance Standard for Pblic Services The Independent Commission on Good Governance in Pblic Services Good Governance Standard for Pblic Services OPM and CIPFA, 2004 OPM (Office for Pblic Management
SIMPLE DESIGN METHOD FOR OPENING WALL WITH VARIOUS SUPPORT CONDITIONS
SIMPLE DESIGN METHOD FOR OPENING WALL WITH VARIOUS SUPPORT CONDITIONS Jeng-Han Doh 1, Nhat Minh Ho 1, Griffith School of Engineering, Griffith University-Gold Coast Camps, Qeensland, Astralia ABSTRACT
Magnetic anomaly detection systems target based and noise based approach
Magnetic anomaly detection systems target based and noise based approach International Scientific CNRS Fall School High Sensitivity Magnetometers "Sensors & Applications" 4 th Edition, Monday - Friday
UNIT 62: STRENGTHS OF MATERIALS Unit code: K/601/1409 QCF level: 5 Credit value: 15 OUTCOME 2 - TUTORIAL 3
UNIT 6: STRNGTHS O MTRIS Unit code: K/601/1409 QC level: 5 Credit vale: 15 OUTCOM - TUTORI 3 INTRMDIT ND SHORT COMPRSSION MMBRS Be able to determine the behavioral characteristics of loaded beams, colmns
Research on Pricing Policy of E-business Supply Chain Based on Bertrand and Stackelberg Game
International Jornal of Grid and Distribted Compting Vol. 9, No. 5 (06), pp.-0 http://dx.doi.org/0.457/ijgdc.06.9.5.8 Research on Pricing Policy of E-bsiness Spply Chain Based on Bertrand and Stackelberg
