Tilt-Sensing with Kionix MEMS Accelerometers

Size: px
Start display at page:

Download "Tilt-Sensing with Kionix MEMS Accelerometers"

Transcription

1 Tilt-Sensing with Kionix MEMS Accelerometers Introduction Tilt/Inclintion sensing is common ppliction for low-g ccelerometers. This ppliction note describes how to use Kionix MEMS low-g ccelerometers to enble tilt sensing. Applicble theory, plots nd equtions re provided with this note s guidelines. Tilt Sensing Applictions Accelerometers hve countless potentil tilt-sense pplictions in tody s motion-enbled world. Tilt-sensing opportunities exist in vriety of industries, such s utomotive, consumer electronics nd militry/erospce, nd include: Vehicle stbility systems Inclinometers Cell phone/pda screen nvigtion Motion-enbled gme ply Tilt-enbled computer mouse/pointer Tilt-compensted electronic compss Some of these pplictions currently utilize dul-xis ccelerometers tht, t times, re dequte for the job. A tri-xis ccelerometer, however, cn enble dditionl functionlity, ccurcy nd precision. Dul-Axis Tilt Sensing Presently, low-g dul-xis (, ) ccelerometers re often used in tilt-sensing pplictions where the force of grvity is used s n input to determine the orienttion of n object. The sensor is most responsive to chnges in tilt when the sensitive xis is perpendiculr to the force of grvity, yielding sensitivity of pproximtely 17.45mg/ of tilt. The sensor is lest responsive to chnges in tilt when the sensitive xis is oriented in its +1g or 1g position, yielding n pproximte sensitivity of only 0.15mg/ of tilt. When horizontlly mounted, s shown in Figure 1, dul-xis ccelerometer s diminishing sensitivity through incresed tilt prevents ccurte tilt sensing when the ccelerometer is tilted beyond 45 long either xis. Also, the bsence of -xis sensor mens the ccelerometer cnnot detect n inversion, cusing improper functioning. 1g Erth s Surfce Figure 1: Horizontlly Mounted Dul-Axis Accelerometer. The g vector indicted is the pprent ccelertion mesured by -xis sensor due to the sttic grvittionl force. 36 Thornwood Dr. - Ithc, N tel: fx: info@kionix.com Pge 1 of 6

2 These problems cn be ddressed by mounting the ccelerometer verticlly, s shown in Verticlly Mounted Dul-Axis Accelerometer, creting n, sensor. Unfortuntely, n dditionl ccelerometer will be required to sense both -tilt nd -tilt, incresing the bill of mterils nd potentilly doubling cost. 1g Erth s Surfce Figure : Verticlly Mounted Dul-Axis Accelerometer The integrtion of Kionix tri-xis (,, ) ccelerometer into this ppliction provides the llimportnt -xis tht functions with the tilted xes to mintin constnt sensitivity nd sense the inversion of the ccelerometer, thus permitting full, unrestricted rnge of tilt. Tri-Axis Tilt Sensing Kionix technology provides for, nd -xis sensing on single, silicon chip. When using Kionix tri-xis ccelerometer, the -xis cn be combined with both of the tilting xes to improve tilt sense precision nd ccurcy. For this note, we will follow the tilt ssignments described below in Figure 3. 1g No -tilt or -tilt; level with the ground. -tilt () is the ngle of the x xis reltive to the ground. is the ngle of the z xis reltive to grvity. -tilt () is the ngle of the xis reltive to the ground. is the ngle of the z xis reltive to grvity. Erth s Surfce Figure 3: -tilt nd -tilt Assignments Reltive to Ground Bsic tilt ngles cn be generted from the ccelerometer outputs using Eqution 1 since the - nd -xes follow the sine function nd the -xis follows the cosine function. It should be noted tht these ngles re not the pitch nd roll ngles typiclly used in eronutics, nor re they the direction cosine ngles for describing which direction vector is pointing. The ngles nd re the ngles tht the nd ccelerometer xes mke with the fixed reference plne. Pge of 6

3 rcsin rcsin rccos Eqution 1. Clculting ngle from ccelertion (g) where x, y, nd z re the ccelertions in the respective xis. x y z For exmple, s Kionix tri-xis ccelerometer is rotted 360 round the -xis, s shown in Figure 4, ccelertion due to tilt on the - nd -xes will chnge ccording to the tble in Figure 5. ou cn see tht the -xis output is t its minimum sensitivity when the -xis output is t its mximum sensitivity. Therefore, mximum sensitivity cn be mintined if both the nd outputs re combined. Note tht this method is vlid when rotting 360 round ny xis. 90 Accelerometer End View 360 of Tilt 0, 360 1g 70 Figure 4: Kionix Tri-Axis Accelerometer, 360 of Tilt Pge 3 of 6

4 Tilt Sensitivity (mg/deg) AN 005 Tri-Axis Tilt Clcultions - xis Figure 5: Tilt Tble The -xis of Kionix tri-xis ccelerometer cn be combined with the - nd/or -xes to mintin constnt sensitivity through ll 360 of tilt. Figure 6 shows the expected tilt sensitivity through the first 90 of tilt when using just the tilt xis, the -xis nd the combintion of the two. Tilt Sensitivity vs. Tilt Angle - xis -tilt () Accelertion Chnge per Accelertion Chnge per in ( ) (g) of Tilt (mg) (g) of Tilt (mg) : ArcSin() : ArcCos() 3: ArcTn(/) Tilt Angle (deg) Figure 6: Tilt Sensitivity vs. Tilt Angle Pge 4 of 6

5 Accelertion (g) AN 005 As you cn see, pproximtely mg/ of sensitivity cn be mintined t ny tilt orienttion when combining n or tilt xis with the -xis. This method llows tilt ngles greter thn 45 to be sensed ccurtely nd precisely. Both -tilt () nd -tilt () cn be sensed simultneously using the outputs of ll three xes, s shown in Eqution. rctn x y z rctn x y z Eqution : Combined -tilt () nd -tilt () Clcultions Sign Recognition There is still n dditionl wy to improve tilt sense precision. As shown in Figure 7, when the - xis tilt is pproximtely 90, the sme -xis sensor output voltge cn represent two different ngles. To better illustrte this sitution, Figure 7 presents 360 of ccelerometer tilt divided into four qudrnts, Q1, Q, Q3, nd Q4. Accelertion vs. Tilt Angle Q1 Q Q3 Q Axis -Axis Tilt Angle (degrees) Figure 7: Tilt Qudrnts Through 360 of Pitch Sign recognition is impertive becuse, for exmple, tilts of 45 nd 135 re represented by the sme sensor output,.707g. The methods presented up to now do not explin how to tell the difference between two tilt ngles tht result in the sme sensor output. This mbiguity cn be resolved by monitoring the sign of the -xis output. In this cse, when the ccelerometer is tilted t 45, the -xis output is positive vlue. When the ccelerometer is tilted to 135, the -xis output is negtive vlue. The sign of the -xis nd the -xis will indicte in which qudrnt the ccelerometer is being tilted, consequently indicting inversion. The tble in Figure 8 shows the expected signs for ech output in ech qudrnt. Pge 5 of 6

6 Figure 8: Accelertion Signs Through Ech Qudrnt Accelerometer errors One detil so fr unmentioned is the ccelerometer s bility to crete ccurte tilt ngles. Clibrting ccelerometers is mostly fctory test problem. End-users cn re-zero (level) -tilt nd -tilt in their production line. The individul tilt offsets cn be found by plcing the phone or circuit bord ssembly on known flt surfce nd mesuring the vlues with ner zero expecttion for the nd vlues. The offset error cn be zeroed out fter instlltion nd will include ny pltform leveling error. Sensitivity or scle fctors could be done for ccelerometer nd tilt outputs by roboticlly tipping the ssembly nd mtching the resulting output with the desired output. Obviously test costs must be ssessed with the desired compss ccurcy nd the qulity of ccelerometers. Additionl informtion on the sources of error nd how to minimize them cn be found in Appliction Note AN01 Accelerometer Errors. The Kionix Advntge The Kionix tri-xis ccelerometers cn mesure 360 of tilt round ny xis with gret precision. Kionix technology provides for, nd -xis sensing on single, silicon chip. One ccelerometer cn be used to enble vriety of simultneous fetures including, but not limited to: Tilt-screen nvigtion Gme plying Imge stbility, screen orienttion Drop force modeling for wrrnty protection HDD shock protection Theft, mn-down, ccident lrm Computer pointer Nvigtion, mpping Automtic sleep mode Theory of Opertion Kionix MEMS liner tri-xis ccelerometers function on the principle of differentil cpcitnce. Accelertion cuses displcement of silicon structure resulting in chnge in cpcitnce. A signl-conditioning CMOS technology ASIC detects nd trnsforms chnges in cpcitnce into n nlog output voltge, which is proportionl to ccelertion. These outputs cn then be sent to micro-controller for integrtion into vrious pplictions. For product summries, specifictions, nd schemtics, plese refer to the Kionix MEMS ccelerometer product sheets t Pge 6 of 6

Engineer To Engineer Note

Engineer To Engineer Note Engineer To Engineer Note EE-169 Technicl Notes on using Anlog Devices' DSP components nd development tools Contct our technicl support by phone: (800) ANALOG-D or e-mil: dsp.support@nlog.com Or visit

More information

1. SEQUENCES INVOLVING EXPONENTIAL GROWTH (GEOMETRIC SEQUENCES)

1. SEQUENCES INVOLVING EXPONENTIAL GROWTH (GEOMETRIC SEQUENCES) Numbers nd Opertions, Algebr, nd Functions 45. SEQUENCES INVOLVING EXPONENTIAL GROWTH (GEOMETRIC SEQUENCES) In sequence of terms involving eponentil growth, which the testing service lso clls geometric

More information

1 Drawing 3D Objects in Adobe Illustrator

1 Drawing 3D Objects in Adobe Illustrator Drwing 3D Objects in Adobe Illustrtor 1 1 Drwing 3D Objects in Adobe Illustrtor This Tutoril will show you how to drw simple objects with three-dimensionl ppernce. At first we will drw rrows indicting

More information

MATH 2530: WORKSHEET 7. x 2 y dz dy dx =

MATH 2530: WORKSHEET 7. x 2 y dz dy dx = MATH 253: WORKSHT 7 () Wrm-up: () Review: polr coordintes, integrls involving polr coordintes, triple Riemnn sums, triple integrls, the pplictions of triple integrls (especilly to volume), nd cylindricl

More information

Stained Glass Design. Teaching Goals:

Stained Glass Design. Teaching Goals: Stined Glss Design Time required 45-90 minutes Teching Gols: 1. Students pply grphic methods to design vrious shpes on the plne.. Students pply geometric trnsformtions of grphs of functions in order to

More information

Technical data. General specifications. Transducer frequency Indicators/operating means

Technical data. General specifications. Transducer frequency Indicators/operating means Model Number Fetures Ultrsonic system for relible detection of no, one, or two overlpping sheet mterils, preferbly ppers Short version No TEACH-IN required Function indictors visible from ll directions

More information

MA1008. Calculus and Linear Algebra for Engineers. Course Notes for Section B. Stephen Wills. Department of Mathematics. University College Cork

MA1008. Calculus and Linear Algebra for Engineers. Course Notes for Section B. Stephen Wills. Department of Mathematics. University College Cork MA1008 Clculus nd Liner Algebr for Engineers Course Notes for Section B Stephen Wills Deprtment of Mthemtics University College Cork s.wills@ucc.ie http://euclid.ucc.ie/pges/stff/wills/teching/m1008/ma1008.html

More information

Unit #9 : Definite Integral Properties, Fundamental Theorem of Calculus

Unit #9 : Definite Integral Properties, Fundamental Theorem of Calculus Unit #9 : Definite Integrl Properties, Fundmentl Theorem of Clculus Gols: Identify properties of definite integrls Define odd nd even functions, nd reltionship to integrl vlues Introduce the Fundmentl

More information

PNC NC code PROGRAMMER'S MANUAL

PNC NC code PROGRAMMER'S MANUAL PNC-3200 NC code PROGRAMMER'S MANUAL Thnk you very much for purchsing the PNC-3200. To ensure correct nd sfe usge with full understnding of this product's performnce, plese be sure to red through this

More information

GENERATING ORTHOIMAGES FOR CLOSE-RANGE OBJECTS BY AUTOMATICALLY DETECTING BREAKLINES

GENERATING ORTHOIMAGES FOR CLOSE-RANGE OBJECTS BY AUTOMATICALLY DETECTING BREAKLINES GENEATING OTHOIMAGES FO CLOSE-ANGE OBJECTS BY AUTOMATICALLY DETECTING BEAKLINES Efstrtios Stylinidis 1, Lzros Sechidis 1, Petros Ptis 1, Spiros Sptls 2 Aristotle University of Thessloniki 1 Deprtment of

More information

Section 10.4 Hyperbolas

Section 10.4 Hyperbolas 66 Section 10.4 Hyperbols Objective : Definition of hyperbol & hyperbols centered t (0, 0). The third type of conic we will study is the hyperbol. It is defined in the sme mnner tht we defined the prbol

More information

Geometric transformations

Geometric transformations Geometric trnsformtions Computer Grphics Some slides re bsed on Shy Shlom slides from TAU mn n n m m T A,,,,,, 2 1 2 22 12 1 21 11 Rows become columns nd columns become rows nm n n m m A,,,,,, 1 1 2 22

More information

ZZ - Advanced Math Review 2017

ZZ - Advanced Math Review 2017 ZZ - Advnced Mth Review Mtrix Multipliction Given! nd! find the sum of the elements of the product BA First, rewrite the mtrices in the correct order to multiply The product is BA hs order x since B is

More information

Engineer-to-Engineer Note

Engineer-to-Engineer Note Engineer-to-Engineer Note EE-245 Technicl notes on using Anlog Devices DSPs, processors nd development tools Contct our technicl support t dsp.support@nlog.com nd t dsptools.support@nlog.com Or visit our

More information

Series LJ1. Uniaxial Electric Actuator

Series LJ1. Uniaxial Electric Actuator CAT.E 90- Unixil Electric Actutor Controller Teching Box Unixil Electric Actutor Series LJ Series LJ Series LC Series LC for horizontl mounting nd brke for verticl mounting hve been dded to the high rigidity

More information

Class-XI Mathematics Conic Sections Chapter-11 Chapter Notes Key Concepts

Class-XI Mathematics Conic Sections Chapter-11 Chapter Notes Key Concepts Clss-XI Mthemtics Conic Sections Chpter-11 Chpter Notes Key Concepts 1. Let be fixed verticl line nd m be nother line intersecting it t fixed point V nd inclined to it t nd ngle On rotting the line m round

More information

TEK-F LEX 4100B. Two-wire Loop-powered OEM TDR Level Transmitter. LEVEL. Technology Solutions

TEK-F LEX 4100B. Two-wire Loop-powered OEM TDR Level Transmitter.   LEVEL. Technology Solutions Technology Solutions TEK-F LEX 4100B Two-wire Loop-powered OEM TDR Level Trnsmitter LEVEL www.tek-trol.com Flow Level Temperture Pressure Vlves Anlyzers Accessories TekVlSys Introduction Tek-Flex 4100B

More information

CHAPTER III IMAGE DEWARPING (CALIBRATION) PROCEDURE

CHAPTER III IMAGE DEWARPING (CALIBRATION) PROCEDURE CHAPTER III IMAGE DEWARPING (CALIBRATION) PROCEDURE 3.1 Scheimpflug Configurtion nd Perspective Distortion Scheimpflug criterion were found out to be the best lyout configurtion for Stereoscopic PIV, becuse

More information

Chapter Spline Method of Interpolation More Examples Electrical Engineering

Chapter Spline Method of Interpolation More Examples Electrical Engineering Chpter. Spline Method of Interpoltion More Exmples Electricl Engineering Exmple Thermistors re used to mesure the temperture of bodies. Thermistors re bsed on mterils chnge in resistnce with temperture.

More information

EasyMP Network Projection Operation Guide

EasyMP Network Projection Operation Guide EsyMP Network Projection Opertion Guide Contents 2 Introduction to EsyMP Network Projection EsyMP Network Projection Fetures... 5 Disply Options... 6 Multi-Screen Disply Function... 6 Movie Sending Mode...

More information

x )Scales are the reciprocal of each other. e

x )Scales are the reciprocal of each other. e 9. Reciprocls A Complete Slide Rule Mnul - eville W Young Chpter 9 Further Applictions of the LL scles The LL (e x ) scles nd the corresponding LL 0 (e -x or Exmple : 0.244 4.. Set the hir line over 4.

More information

Digital Design. Chapter 1: Introduction. Digital Design. Copyright 2006 Frank Vahid

Digital Design. Chapter 1: Introduction. Digital Design. Copyright 2006 Frank Vahid Chpter : Introduction Copyright 6 Why Study?. Look under the hood of computers Solid understnding --> confidence, insight, even better progrmmer when wre of hrdwre resource issues Electronic devices becoming

More information

E/ECE/324/Rev.2/Add.112/Rev.3/Amend.1 E/ECE/TRANS/505/Rev.2/Add.112/Rev.3/Amend.1

E/ECE/324/Rev.2/Add.112/Rev.3/Amend.1 E/ECE/TRANS/505/Rev.2/Add.112/Rev.3/Amend.1 6 August 2013 Agreement Concerning the Adoption of Uniform Technicl rescriptions for Wheeled Vehicles, Equipment nd rts which cn be itted nd/or be Used on Wheeled Vehicles nd the Conditions for Reciprocl

More information

Physics 208: Electricity and Magnetism Exam 1, Secs Feb IMPORTANT. Read these directions carefully:

Physics 208: Electricity and Magnetism Exam 1, Secs Feb IMPORTANT. Read these directions carefully: Physics 208: Electricity nd Mgnetism Exm 1, Secs. 506 510 11 Feb. 2004 Instructor: Dr. George R. Welch, 415 Engineering-Physics, 845-7737 Print your nme netly: Lst nme: First nme: Sign your nme: Plese

More information

Epson Projector Content Manager Operation Guide

Epson Projector Content Manager Operation Guide Epson Projector Content Mnger Opertion Guide Contents 2 Introduction to the Epson Projector Content Mnger Softwre 3 Epson Projector Content Mnger Fetures... 4 Setting Up the Softwre for the First Time

More information

Pre-Filtering Low-Cost Inertial Measuring Unit using a Wavelet Thresholding De-noising for IMU/GPS Integration

Pre-Filtering Low-Cost Inertial Measuring Unit using a Wavelet Thresholding De-noising for IMU/GPS Integration ISG & ISPRS 11, Sept. 7-9, 11 Shh Alm, MALAYSIA Pre-Filtering Low-Cost Inertil Mesuring Unit using Wvelet Thresholding De-noising for IMU/GPS Integrtion Elkhidir T. Y. 1 & Shuhimi M. 1, Mus T. A., A. Stti

More information

Solutions to Math 41 Final Exam December 12, 2011

Solutions to Math 41 Final Exam December 12, 2011 Solutions to Mth Finl Em December,. ( points) Find ech of the following its, with justifiction. If there is n infinite it, then eplin whether it is or. ( ) / ln() () (5 points) First we compute the it:

More information

Unit 5 Vocabulary. A function is a special relationship where each input has a single output.

Unit 5 Vocabulary. A function is a special relationship where each input has a single output. MODULE 3 Terms Definition Picture/Exmple/Nottion 1 Function Nottion Function nottion is n efficient nd effective wy to write functions of ll types. This nottion llows you to identify the input vlue with

More information

5 Regular 4-Sided Composition

5 Regular 4-Sided Composition Xilinx-Lv User Guide 5 Regulr 4-Sided Composition This tutoril shows how regulr circuits with 4-sided elements cn be described in Lv. The type of regulr circuits tht re discussed in this tutoril re those

More information

UT1553B BCRT True Dual-port Memory Interface

UT1553B BCRT True Dual-port Memory Interface UTMC APPICATION NOTE UT553B BCRT True Dul-port Memory Interfce INTRODUCTION The UTMC UT553B BCRT is monolithic CMOS integrted circuit tht provides comprehensive MI-STD- 553B Bus Controller nd Remote Terminl

More information

EasyMP Multi PC Projection Operation Guide

EasyMP Multi PC Projection Operation Guide EsyMP Multi PC Projection Opertion Guide Contents 2 Introduction to EsyMP Multi PC Projection 5 EsyMP Multi PC Projection Fetures... 6 Connection to Vrious Devices... 6 Four-Pnel Disply... 6 Chnge Presenters

More information

Fig.1. Let a source of monochromatic light be incident on a slit of finite width a, as shown in Fig. 1.

Fig.1. Let a source of monochromatic light be incident on a slit of finite width a, as shown in Fig. 1. Answer on Question #5692, Physics, Optics Stte slient fetures of single slit Frunhofer diffrction pttern. The slit is verticl nd illuminted by point source. Also, obtin n expression for intensity distribution

More information

Agilent Mass Hunter Software

Agilent Mass Hunter Software Agilent Mss Hunter Softwre Quick Strt Guide Use this guide to get strted with the Mss Hunter softwre. Wht is Mss Hunter Softwre? Mss Hunter is n integrl prt of Agilent TOF softwre (version A.02.00). Mss

More information

Engineer To Engineer Note

Engineer To Engineer Note Engineer To Engineer Note EE-186 Technicl Notes on using Anlog Devices' DSP components nd development tools Contct our technicl support by phone: (800) ANALOG-D or e-mil: dsp.support@nlog.com Or visit

More information

Essential Question What are some of the characteristics of the graph of a rational function?

Essential Question What are some of the characteristics of the graph of a rational function? 8. TEXAS ESSENTIAL KNOWLEDGE AND SKILLS A..A A..G A..H A..K Grphing Rtionl Functions Essentil Question Wht re some of the chrcteristics of the grph of rtionl function? The prent function for rtionl functions

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd business. Introducing technology

More information

6.3 Volumes. Just as area is always positive, so is volume and our attitudes towards finding it.

6.3 Volumes. Just as area is always positive, so is volume and our attitudes towards finding it. 6.3 Volumes Just s re is lwys positive, so is volume nd our ttitudes towrds finding it. Let s review how to find the volume of regulr geometric prism, tht is, 3-dimensionl oject with two regulr fces seprted

More information

File Manager Quick Reference Guide. June Prepared for the Mayo Clinic Enterprise Kahua Deployment

File Manager Quick Reference Guide. June Prepared for the Mayo Clinic Enterprise Kahua Deployment File Mnger Quick Reference Guide June 2018 Prepred for the Myo Clinic Enterprise Khu Deployment NVIGTION IN FILE MNGER To nvigte in File Mnger, users will mke use of the left pne to nvigte nd further pnes

More information

Chapter 2 Sensitivity Analysis: Differential Calculus of Models

Chapter 2 Sensitivity Analysis: Differential Calculus of Models Chpter 2 Sensitivity Anlysis: Differentil Clculus of Models Abstrct Models in remote sensing nd in science nd engineering, in generl re, essentilly, functions of discrete model input prmeters, nd/or functionls

More information

P(r)dr = probability of generating a random number in the interval dr near r. For this probability idea to make sense we must have

P(r)dr = probability of generating a random number in the interval dr near r. For this probability idea to make sense we must have Rndom Numers nd Monte Crlo Methods Rndom Numer Methods The integrtion methods discussed so fr ll re sed upon mking polynomil pproximtions to the integrnd. Another clss of numericl methods relies upon using

More information

4-1 NAME DATE PERIOD. Study Guide. Parallel Lines and Planes P Q, O Q. Sample answers: A J, A F, and D E

4-1 NAME DATE PERIOD. Study Guide. Parallel Lines and Planes P Q, O Q. Sample answers: A J, A F, and D E 4-1 NAME DATE PERIOD Pges 142 147 Prllel Lines nd Plnes When plnes do not intersect, they re sid to e prllel. Also, when lines in the sme plne do not intersect, they re prllel. But when lines re not in

More information

Epson iprojection Operation Guide (Windows/Mac)

Epson iprojection Operation Guide (Windows/Mac) Epson iprojection Opertion Guide (Windows/Mc) Contents 2 Introduction to Epson iprojection 5 Epson iprojection Fetures... 6 Connection to Vrious Devices... 6 Four-Pnel Disply... 6 Chnge Presenters nd Projection

More information

Math 35 Review Sheet, Spring 2014

Math 35 Review Sheet, Spring 2014 Mth 35 Review heet, pring 2014 For the finl exm, do ny 12 of the 15 questions in 3 hours. They re worth 8 points ech, mking 96, with 4 more points for netness! Put ll your work nd nswers in the provided

More information

CKX-CCSW Confluency checker INSTRUCTIONS. Software for research/education This software is designed to use in research and or education fields.

CKX-CCSW Confluency checker INSTRUCTIONS. Software for research/education This software is designed to use in research and or education fields. INSTRUCTIONS Confluency checker NOTE: This instruction mnul is for the Olympus confluency checker. To ensure the sfety, obtin optimum performnce nd to fmilirize yourself fully with the use of this softwre,

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology

More information

International Conference on Mechanics, Materials and Structural Engineering (ICMMSE 2016)

International Conference on Mechanics, Materials and Structural Engineering (ICMMSE 2016) \ Interntionl Conference on Mechnics, Mterils nd tructurl Engineering (ICMME 2016) Reserch on the Method to Clibrte tructure Prmeters of Line tructured Light Vision ensor Mingng Niu1,, Kngnin Zho1, b,

More information

Engineer To Engineer Note

Engineer To Engineer Note Engineer To Engineer Note EE-188 Technicl Notes on using Anlog Devices' DSP components nd development tools Contct our technicl support by phone: (800) ANALOG-D or e-mil: dsp.support@nlog.com Or visit

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION Supplementry Figure y (m) x (m) prllel perpendiculr Distnce (m) Bird Stndrd devition for distnce (m) c 6 prllel perpendiculr 4 doi:.8/nture99 SUPPLEMENTARY FIGURE Confirmtion tht movement within the flock

More information

IZT DAB ContentServer, IZT S1000 Testing DAB Receivers Using ETI

IZT DAB ContentServer, IZT S1000 Testing DAB Receivers Using ETI IZT DAB ContentServer, IZT S1000 Testing DAB Receivers Using ETI Appliction Note Rel-time nd offline modultion from ETI files Generting nd nlyzing ETI files Rel-time interfce using EDI/ETI IZT DAB CONTENTSERVER

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd business. Introducing technology

More information

6.2 Volumes of Revolution: The Disk Method

6.2 Volumes of Revolution: The Disk Method mth ppliction: volumes by disks: volume prt ii 6 6 Volumes of Revolution: The Disk Method One of the simplest pplictions of integrtion (Theorem 6) nd the ccumultion process is to determine so-clled volumes

More information

Math 17 - Review. Review for Chapter 12

Math 17 - Review. Review for Chapter 12 Mth 17 - eview Ying Wu eview for hpter 12 1. Given prmetric plnr curve x = f(t), y = g(t), where t b, how to eliminte the prmeter? (Use substitutions, or use trigonometry identities, etc). How to prmeterize

More information

Engineer-to-Engineer Note

Engineer-to-Engineer Note Engineer-to-Engineer Note EE-232 Technicl notes on using Anlog Devices DSPs, processors nd development tools Contct our technicl support t dsp.support@nlog.com nd t dsptools.support@nlog.com Or visit our

More information

pdfapilot Server 2 Manual

pdfapilot Server 2 Manual pdfpilot Server 2 Mnul 2011 by clls softwre gmbh Schönhuser Allee 6/7 D 10119 Berlin Germny info@cllssoftwre.com www.cllssoftwre.com Mnul clls pdfpilot Server 2 Pge 2 clls pdfpilot Server 2 Mnul Lst modified:

More information

On the Detection of Step Edges in Algorithms Based on Gradient Vector Analysis

On the Detection of Step Edges in Algorithms Based on Gradient Vector Analysis On the Detection of Step Edges in Algorithms Bsed on Grdient Vector Anlysis A. Lrr6, E. Montseny Computer Engineering Dept. Universitt Rovir i Virgili Crreter de Slou sin 43006 Trrgon, Spin Emil: lrre@etse.urv.es

More information

3 Talk to Us First. Reasons You Should. Non-Contact Temperature Measurement Solutions

3 Talk to Us First. Reasons You Should. Non-Contact Temperature Measurement Solutions 3 Tlk to Us First Resons You Should Non-Contct Temperture Mesurement Solutions Reson # 1 Fixed System Spot Thermometers FACTS Verstile technologies re must for the ever expnding list of pplictions Lnd

More information

9.1 apply the distance and midpoint formulas

9.1 apply the distance and midpoint formulas 9.1 pply the distnce nd midpoint formuls DISTANCE FORMULA MIDPOINT FORMULA To find the midpoint between two points x, y nd x y 1 1,, we Exmple 1: Find the distnce between the two points. Then, find the

More information

10.5 Graphing Quadratic Functions

10.5 Graphing Quadratic Functions 0.5 Grphing Qudrtic Functions Now tht we cn solve qudrtic equtions, we wnt to lern how to grph the function ssocited with the qudrtic eqution. We cll this the qudrtic function. Grphs of Qudrtic Functions

More information

12-B FRACTIONS AND DECIMALS

12-B FRACTIONS AND DECIMALS -B Frctions nd Decimls. () If ll four integers were negtive, their product would be positive, nd so could not equl one of them. If ll four integers were positive, their product would be much greter thn

More information

Chapter 1: Introduction

Chapter 1: Introduction Chpter : Introduction Slides to ccompny the textbook, First Edition, by, John Wiley nd Sons Publishers, 7. http://www.ddvhid.com Copyright 7 Instructors of courses requiring Vhid's textbook (published

More information

An Integrated Simulation System for Human Factors Study

An Integrated Simulation System for Human Factors Study An Integrted Simultion System for Humn Fctors Study Ying Wng, Wei Zhng Deprtment of Industril Engineering, Tsinghu University, Beijing 100084, Chin Foud Bennis, Dmien Chblt IRCCyN, Ecole Centrle de Nntes,

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd business. Introducing technology

More information

Hyperbolas. Definition of Hyperbola

Hyperbolas. Definition of Hyperbola CHAT Pre-Clculus Hyperols The third type of conic is clled hyperol. For n ellipse, the sum of the distnces from the foci nd point on the ellipse is fixed numer. For hyperol, the difference of the distnces

More information

Digital approximation to extended depth of field in no telecentric imaging systems

Digital approximation to extended depth of field in no telecentric imaging systems Journl of Physics: Conference Series Digitl pproximtion to extended depth of field in no telecentric imging systems To cite this rticle: J E Meneses nd C R Contrers 0 J Phys: Conf Ser 74 0040 View the

More information

L. Yaroslavsky. Fundamentals of Digital Image Processing. Course

L. Yaroslavsky. Fundamentals of Digital Image Processing. Course L. Yroslvsky. Fundmentls of Digitl Imge Processing. Course 0555.330 Lecture. Imge enhncement.. Imge enhncement s n imge processing tsk. Clssifiction of imge enhncement methods Imge enhncement is processing

More information

Representation of Numbers. Number Representation. Representation of Numbers. 32-bit Unsigned Integers 3/24/2014. Fixed point Integer Representation

Representation of Numbers. Number Representation. Representation of Numbers. 32-bit Unsigned Integers 3/24/2014. Fixed point Integer Representation Representtion of Numbers Number Representtion Computer represent ll numbers, other thn integers nd some frctions with imprecision. Numbers re stored in some pproximtion which cn be represented by fixed

More information

Engineer-to-Engineer Note

Engineer-to-Engineer Note Engineer-to-Engineer Note EE-069 Technicl notes on using Anlog Devices DSPs, processors nd development tools Visit our Web resources http://www.nlog.com/ee-notes nd http://www.nlog.com/processors or e-mil

More information

Innovative Video Intercom Kits

Innovative Video Intercom Kits HFX-700m HFX-900l HFX-720ms Innovtive Video Intercom Kits HFX 700m olor Hnds Free Kit with 3.5 LD Monitor wiring digrms bsic wiring digrm HFX-700M Expnsion monitors (EX-700H or EX-700A). Must be connected

More information

Union-Find Problem. Using Arrays And Chains. A Set As A Tree. Result Of A Find Operation

Union-Find Problem. Using Arrays And Chains. A Set As A Tree. Result Of A Find Operation Union-Find Problem Given set {,,, n} of n elements. Initilly ech element is in different set. ƒ {}, {},, {n} An intermixed sequence of union nd find opertions is performed. A union opertion combines two

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology

More information

Computing offsets of freeform curves using quadratic trigonometric splines

Computing offsets of freeform curves using quadratic trigonometric splines Computing offsets of freeform curves using qudrtic trigonometric splines JIULONG GU, JAE-DEUK YUN, YOONG-HO JUNG*, TAE-GYEONG KIM,JEONG-WOON LEE, BONG-JUN KIM School of Mechnicl Engineering Pusn Ntionl

More information

II. THE ALGORITHM. A. Depth Map Processing

II. THE ALGORITHM. A. Depth Map Processing Lerning Plnr Geometric Scene Context Using Stereo Vision Pul G. Bumstrck, Bryn D. Brudevold, nd Pul D. Reynolds {pbumstrck,brynb,pulr2}@stnford.edu CS229 Finl Project Report December 15, 2006 Abstrct A

More information

such that the S i cover S, or equivalently S

such that the S i cover S, or equivalently S MATH 55 Triple Integrls Fll 16 1. Definition Given solid in spce, prtition of consists of finite set of solis = { 1,, n } such tht the i cover, or equivlently n i. Furthermore, for ech i, intersects i

More information

Pythagoras theorem and trigonometry (2)

Pythagoras theorem and trigonometry (2) HPTR 10 Pythgors theorem nd trigonometry (2) 31 HPTR Liner equtions In hpter 19, Pythgors theorem nd trigonometry were used to find the lengths of sides nd the sizes of ngles in right-ngled tringles. These

More information

Engineer To Engineer Note

Engineer To Engineer Note Engineer To Engineer Note EE-208 Technicl Notes on using Anlog Devices' DSP components nd development tools Contct our technicl support by phone: (800) ANALOG-D or e-mil: dsp.support@nlog.com Or visit

More information

Installation manual. Daikin Altherma low temperature monobloc option box EK2CB07CAV3. Installation manual. English

Installation manual. Daikin Altherma low temperature monobloc option box EK2CB07CAV3. Installation manual. English Instlltion mnul Dikin Altherm low temperture monobloc option box EKCB07CAV Instlltion mnul Dikin Altherm low temperture monobloc option box English Tble of Contents Tble of Contents About the documenttion.

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd business. Introducing technology

More information

Topics in Analytic Geometry

Topics in Analytic Geometry Nme Chpter 10 Topics in Anltic Geometr Section 10.1 Lines Objective: In this lesson ou lerned how to find the inclintion of line, the ngle between two lines, nd the distnce between point nd line. Importnt

More information

Small Business Networking

Small Business Networking Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology

More information

8.2 Areas in the Plane

8.2 Areas in the Plane 39 Chpter 8 Applictions of Definite Integrls 8. Ares in the Plne Wht ou will lern out... Are Between Curves Are Enclosed Intersecting Curves Boundries with Chnging Functions Integrting with Respect to

More information

OPERATION MANUAL. DIGIFORCE 9307 PROFINET Integration into TIA Portal

OPERATION MANUAL. DIGIFORCE 9307 PROFINET Integration into TIA Portal OPERATION MANUAL DIGIFORCE 9307 PROFINET Integrtion into TIA Portl Mnufcturer: 2018 burster präzisionsmesstechnik gmbh & co kg burster präzisionsmesstechnik gmbh & co kg Alle Rechte vorbehlten Tlstrße

More information

Systems I. Logic Design I. Topics Digital logic Logic gates Simple combinational logic circuits

Systems I. Logic Design I. Topics Digital logic Logic gates Simple combinational logic circuits Systems I Logic Design I Topics Digitl logic Logic gtes Simple comintionl logic circuits Simple C sttement.. C = + ; Wht pieces of hrdwre do you think you might need? Storge - for vlues,, C Computtion

More information

3.5.1 Single slit diffraction

3.5.1 Single slit diffraction 3..1 Single slit diffrction ves pssing through single slit will lso diffrct nd produce n interference pttern. The reson for this is to do with the finite width of the slit. e will consider this lter. Tke

More information

50 AMC LECTURES Lecture 2 Analytic Geometry Distance and Lines. can be calculated by the following formula:

50 AMC LECTURES Lecture 2 Analytic Geometry Distance and Lines. can be calculated by the following formula: 5 AMC LECTURES Lecture Anlytic Geometry Distnce nd Lines BASIC KNOWLEDGE. Distnce formul The distnce (d) between two points P ( x, y) nd P ( x, y) cn be clculted by the following formul: d ( x y () x )

More information

Pointwise convergence need not behave well with respect to standard properties such as continuity.

Pointwise convergence need not behave well with respect to standard properties such as continuity. Chpter 3 Uniform Convergence Lecture 9 Sequences of functions re of gret importnce in mny res of pure nd pplied mthemtics, nd their properties cn often be studied in the context of metric spces, s in Exmples

More information

CPSC 213. Polymorphism. Introduction to Computer Systems. Readings for Next Two Lectures. Back to Procedure Calls

CPSC 213. Polymorphism. Introduction to Computer Systems. Readings for Next Two Lectures. Back to Procedure Calls Redings for Next Two Lectures Text CPSC 213 Switch Sttements, Understnding Pointers - 2nd ed: 3.6.7, 3.10-1st ed: 3.6.6, 3.11 Introduction to Computer Systems Unit 1f Dynmic Control Flow Polymorphism nd

More information

Algorithm Design (5) Text Search

Algorithm Design (5) Text Search Algorithm Design (5) Text Serch Tkshi Chikym School of Engineering The University of Tokyo Text Serch Find sustring tht mtches the given key string in text dt of lrge mount Key string: chr x[m] Text Dt:

More information

LECT-10, S-1 FP2P08, Javed I.

LECT-10, S-1 FP2P08, Javed I. A Course on Foundtions of Peer-to-Peer Systems & Applictions LECT-10, S-1 CS /799 Foundtion of Peer-to-Peer Applictions & Systems Kent Stte University Dept. of Computer Science www.cs.kent.edu/~jved/clss-p2p08

More information

The Reciprocal Function Family. Objectives To graph reciprocal functions To graph translations of reciprocal functions

The Reciprocal Function Family. Objectives To graph reciprocal functions To graph translations of reciprocal functions - The Reciprocl Function Fmil Objectives To grph reciprocl functions To grph trnsltions of reciprocl functions Content Stndrds F.BF.3 Identif the effect on the grph of replcing f () b f() k, kf(), f(k),

More information

Homework. Context Free Languages III. Languages. Plan for today. Context Free Languages. CFLs and Regular Languages. Homework #5 (due 10/22)

Homework. Context Free Languages III. Languages. Plan for today. Context Free Languages. CFLs and Regular Languages. Homework #5 (due 10/22) Homework Context Free Lnguges III Prse Trees nd Homework #5 (due 10/22) From textbook 6.4,b 6.5b 6.9b,c 6.13 6.22 Pln for tody Context Free Lnguges Next clss of lnguges in our quest! Lnguges Recll. Wht

More information

ISG: Itemset based Subgraph Mining

ISG: Itemset based Subgraph Mining ISG: Itemset bsed Subgrph Mining by Lini Thoms, Stynryn R Vlluri, Kmlkr Krlplem Report No: IIIT/TR/2009/179 Centre for Dt Engineering Interntionl Institute of Informtion Technology Hyderbd - 500 032, INDIA

More information

If f(x, y) is a surface that lies above r(t), we can think about the area between the surface and the curve.

If f(x, y) is a surface that lies above r(t), we can think about the area between the surface and the curve. Line Integrls The ide of line integrl is very similr to tht of single integrls. If the function f(x) is bove the x-xis on the intervl [, b], then the integrl of f(x) over [, b] is the re under f over the

More information

OUTPUT DELIVERY SYSTEM

OUTPUT DELIVERY SYSTEM Differences in ODS formtting for HTML with Proc Print nd Proc Report Lur L. M. Thornton, USDA-ARS, Animl Improvement Progrms Lortory, Beltsville, MD ABSTRACT While Proc Print is terrific tool for dt checking

More information

800W Programmable Single Output

800W Programmable Single Output Fetures: U Design Progrmmle output Voltge (0% ~ 05%) Universl AC input / Full rnge Progrmmle output Current (0% ~ 05%) Refer to pg. 5 for connection digrm) Forced current shring t prllel opertion Constnt

More information

Determining the spatial orientation of remote sensing sensors on the basis of incomplete coordinate systems

Determining the spatial orientation of remote sensing sensors on the basis of incomplete coordinate systems Scientific Journls of the Mritime University of Szczecin Zeszyty Nukowe Akdemii Morskiej w Szczecinie 216, 45 (117), 29 ISSN 17-867 (Printed) Received: 1.8.215 ISSN 292-78 (Online) Accepted: 18.2.216 DOI:

More information

Metal Element Current Sense Resistor

Metal Element Current Sense Resistor Metl Element Current Sense Resistor UR Series Robust metl strip ble to withstnd high temperture nd high current. ow TCR nd Inductnce Resistnce Rnge from m to 15 m Power rtings from 1W to 3W in 1206, 2010

More information

On Computation and Resource Management in Networked Embedded Systems

On Computation and Resource Management in Networked Embedded Systems On Computtion nd Resource Mngement in Networed Embedded Systems Soheil Ghisi Krlene Nguyen Elheh Bozorgzdeh Mjid Srrfzdeh Computer Science Deprtment University of Cliforni, Los Angeles, CA 90095 soheil,

More information

Using Ontrol MpBus Driver for Sedona on R-ION

Using Ontrol MpBus Driver for Sedona on R-ION Belimo MpBus Driver for R-ION Using Ontrol MpBus Driver for Sedon on R-ION 24 Vdc Supply Devices RS485 supervory system 1/7 Ontrol Belimo MpBus Driver for R-ION R-ION MPBus Connection 2/7 Ontrol Belimo

More information