Implementation of Input Shaping Control to Reduce Residual Vibration in Industrial Network Motion System

Size: px
Start display at page:

Download "Implementation of Input Shaping Control to Reduce Residual Vibration in Industrial Network Motion System"

Transcription

1 015 15th Iteratioal Coferece o Cotrol, Automatio ad Systems (ICCAS 015) Oct. 1-16, 015 i BEXCO, Busa, orea Implemetatio of Iput Shapig Cotrol to educe esidual Vibratio i Idustrial Network Motio System Ha-Quag-Thih Ngo 1, Quoc-Chi Nguye * ad Wo-Ho im 1 Cotrol ad Automatio Lab, Departmet of Mechatroics Egieerig, Ho Chi Mih City Uiversity of Techology, Ho Chi Mih, Vietam ( thihpfiev00@yahoo.com) Departmet of Mechatroics Egieerig, Ho Chi Mih City Uiversity of Techology, Ho Chi Mih, Vietam ( qchi@hcmut.edu.v) * Correspodig author Departmet of Itelliget System Egieerig, Dog-Eui Uiversity, Busa, orea ( kwh@deu.ac.kr) Abstract: I this paper, a method to implemet the iput shapig cotrol i Mechatrolik-III motio system is itroduced. Firstly, the uderdamped system is theoretically built by modelig. The, the motio cotroller of Mechatrolik-III etwork is desiged to apply the iput shaper for reducig residual vibratio i maufacturig machie. Later, the experimetal beam is set-up to verify the effective performace of iput shapig techique. The validity of the cotrol strategy is practically performed by testig ZV, ZVD ad ZVDD iput shapers. Especially, the successful implemetatio provides a opportuity to apply the iput shaper for multi-axes sice Mechatrolik-III motio cotroller supports up to axes. eywords: motio cotrol; iput shapig; mechatrolik-iii; idustrial etwork, residual vibratio. 1. INTODUCTION For idustrial motio system, the vibratio suppressio is oe of key techiques which researchers ad egieers wat to address the problem. Especially, with growth of accuracy maufacturig system, a eed for the developmet of residual vibratio techique has therefore arise. Oe of efforts to suppress residual vibratios has bee tried by modifyig the motio profile. The proposed iput motio desig procedure i [1] was to defie asymmetrical S-curve velocity profiles with fast acceleratio ad slow deceleratio of AC servo motors which itermittetly move the puchig machie to desired positios with the reduced amplitude of residual vibratios. The authors i [] developed a asymmetric S-curve profile method with jerk bouded to obtai high precisio ad reduce the residual vibratio. Ha et al. [] itroduced a jerk ratio to scale dow the jerks durig the deceleratio period. Whe the jerk ratio icreases, the residual vibratio decreases i motio system. Particularly, the high ruig speed ca cause strog excitatios i precisio positioig machies. Thus, i [4], a low-vibratio motio profile geeratio method to lesse systematic excitatios was preseted. The acceleratio profile is desiged by usig a level-shifted siusoidal waveform to have a s-shape i order to cotrol its chage rate. Iput shapig strategy is a attractive issue for reducig residual vibratio i motio cotrol system due to the robustess ad effectiveess. Sice Sighose et al. i [5] described a method for limitig vibratio by addig costraits o the derivative of residual vibratio magitudes, various approaches to suppress the residual vibratios has bee achieved such as hybrid iput shapig [6], a three-impulse sequece iput shaper [7] or lookup table cotrol method [8]. However, Sighose s work performs the robustess to modelig errors ad effectiveess to apply i the idustrial motio system. I this method, egieer eeds to determie the atural frequecy ad dampig ratio i order to build a iput shapig cotroller. ecetly, researchers i [9] studied the effect of atural frequecy error to residual vibratio i three iput shapig cotroller. ZVD ad ZVDD shaper are more robust tha ZV shaper if the error i atural frequecy of flexible beam exists. Mechatrolik-III protocol is a real-time protocol that is based o Etheret techology ad was developed by Yaskawa [10]. Mechatrolik-III is chose to ivestigate because of their advatages such as fast commuicatio, high reliability ad rapid desig. The performace of Mechatrolik-III was aalyzed i [11] ad slave statio was desiged i [1]. The protocol guaratees the short cycle time which is cosidered as a typical factor i motio cotrol fields. This paper is orgaized as follows. I Sectio, the model formulatio of flexible beam is preseted. Sectio proposes the implemetatio of iput shaper as a egieer solutio. I Sectio 4, the hardware developmet ad software developmet of Mechatrolik-III motio cotroller are show. I Sectio 5, the experimetal verificatios ad results are carried out. Fially, this paper eds with coclusios i Sectio 6.. MODEL FOMULATION Cosider a mass mouted o the ed of flexible beam as Fig.1 (a). Both of them are made from alumium alloy which the modulus of elasticity is E. The beam has legth L, mass per legth ad sizes as Fig.1 (b). Assume that the ed-mass is much greater tha the mass of the beam. The free-body diagram of beam is described i Fig.1 (c). Aalytically, is the reactio force; M is the reactio bedig momet. Apply Newto s law for static equilibrium poit; the followig equatio ca be obtaied. 169

2 mg 0 (1) mg () At the left boudary, the equatio of momet is illustrated. Fig.1 (a) Catilever beam model; (b) sizes of beam; (c) free-body diagram; (d) a sectio of beam. M M mgl 0 () mgl (4) I Fig.1 (d), startig from the left boudary i a sectio of flexible beam, we ca acquire the sum of momets at the right side. M x M 0 (5) M M x (6) The momet M ad the deflectio y of flexible beam are formed. M EIy" (7) Substitute equatio (6) ito equatio (7), we have equatio. mg y" L x EI (8) Itegratig equatio (8) i two times ad usig the boudary coditios at the left ed, we have the resultig deflectio at the right ed. mgl yl ( ) EI (9) Apply Hooke s law for flexible beam with cosiderig that flexible beam with mass at the ed as a liear sprig with stiffess k. The force at the ed of the beam is mg. The stiffess at the ed of the beam is expressed. k EI L (10) The formula to compute the atural frequecy the catilever beam with the ed-mass is foud. 1 EI ml of (11) Assume that both the beam mass ad the ed-mass are sigificat ad the beam has a uiform cross sectio. The, the mass of beam at the ed is thus. m 0.5 L (1) beam The total mass m t ca be calculated. m m m (1) t beam Agai, the stiffess at the free of the catilever beam is. k EI L (14) The atural frequecy of beam is thus. 1 EI ml (15) t The parameters, which are the key factors to demostrate a iput shapig scheme are atural frequecy ad dampig ratio. Theoretically, dampig ratio of a uderdamped system i the time domai ca be idetified by usig logarithmic decremet method i Fig.. The amout of logarithmic decremet is the atural log of the ratio of the amplitudes x, x of ay two successive peaks at time sequece i i i ad i+. 1 x l i x (16) i The, the dampig ratio is foud from the logarithmic decremet. (17) Fig. Illustratio of Logarithmic decremet method to calculate the dampig ratio.. INPUT SHAPE DESIGN The trasfer fuctio G(s) of uderdamped secod order system ca be expressed i Laplace trasform. Ys () Gs () U( s) s s (18) The vibratio system ca be modeled as equatio (18). I the time domai, the impulse respose of the system is validated. A ( 0 ) ( ) t y t e t si 1 t t 1 (19) Where A ad t 0 are amplitude ad the time of impulse respectively

3 To achieve zero vibratio after the last impulse, y(t) should be zero. The desig objectives of iput shapig cotroller are to determie the amplitude ad time locatio of impulse. For two impulse sequece, the parameters are required. 1 t1 0 A1 1 t A d 1 Where d 1 ad 1 e. (0) Ad three impulse sequeces with parameters ca be yielded. 1 t 0 A 1 t A t A 1 1 d 1 d 1 A four-impulse-sequece ca be established. 1 t 0 A 1 t A t A t A 1 1 d 1 d d 1 4. IMPLEMENTATION IN MECHATOLIN-III CONTOLLE (1) () The Mechatrolik-III etwork compoets cosist of oe C1 master ad various slaves which ca be servo drive, steppig motor ad I/O module. They ca be coected i cascade, star or mix topology if usig hub. I the etwork, C1 master receives commad profiles from slaves ad determies the kid of devices. After master seds commads, slaves receive ad execute commads, ad later slaves reply their moitorig iformatio. The speed of etwork to trasmit data is at 100 Mbps. The Mechatrolik-III protocol supports both sychroous ad asychroous commuicatio modes. I sychroous mode, master statio seds the commad data at ay required timig ad the slave statio respods to the set commad data. Asychroous commuicatio ca be used i a system where sychroous operatio is ot eeded, i.e. collectig ecessary iformatio for sychroous commuicatio from slaves. 4.1 Hardware developmet I this sectio, the desig of Mechatrolik-III master device is itroduced. Fig. presets the block diagram of hardware desig. The cotroller commuicates with host PC by PCI iterface. The, FPGA chipset is used for timig sychroizatio of cotroller. Based o the powerful ad fast computatio, motio geerator ad other calculatios of sigals are embedded ito DSP. I this diagram, AM CPU plays a importat role. It hadles data betwee iteral cotroller ad Mechatrolik-III etwork. Lastly, ASIC JL-100A chip cotrol Mechatrolik-III sedig/receivig frame iside etwork. I Table 1, specificatios of Mechatrolik-III cotroller are listed. Fig. Block diagram of hardware desig. 4. Software developmet I Widows platform, the static library -bit is programmed to iput data from ed-user. The essetial parameters to apply iput shapig are show. AxmAdvISTSetParameter(lAxis,dFreq,dDampigatio, dimpulsecout) Where laxis is the axis umber; dfreq ad ddampigatio are atural frequecy ad dampig ratio. dimpulsecout displays the umber of impulse. dimpulsecout = : ZV cotrol scheme dimpulsecout = : ZVD cotrol scheme dimpulsecout = 4: ZVDD cotrol scheme AxmAdvISTEable(lAxis,dEable) Where laxis is the umber of axis to cotrol. The value TUE of deable is to activate the iput shapig techology, otherwise ormal motio is execute. Oce, atural frequecy ad dampig ratio are iput, amplitude ad time cycle of impulse are kow. A umber of impulses deped o iput shapig modes. Whe iput shapig cotrol is activated, a referece data from profile geerator is drive ito ZV, ZVD or ZVDD shaper scheme. Table 1 Specificatios of Mechatrolik-III cotroller. Form Factor Protocol Commuicatio Speed Trasmissio Cycle Data Frame Support Commuicatio Mechatrolik-III Chipset PCI ( bit/ MHz) Mechatrolik-III 100Mbps 50us 48byte Cyclic, Evet-drive JL100A 1695

4 I low level, i Fig. 4, a loop which is resposible for the real-time cotrol of data exchage is defied. The firmware icludes the mai program ad iterrupt service routie. I the first stage, PLL clock, timer, system cotrol register, iterrupt service routie ad motio parameters are predetermied. Later, ASIC JL-100A is iitialized i three times. If error still occurs, LED displays to otify. Otherwise, ifiite loop that switches betwee asychroous ad sychroous mode is used to update data. As show i Fig. 5, the iput shapig strategies are implemeted i IS. After cofirmig the error system is i a rage, motio profile is geerated. Value of time is computed ad compared with samplig time i system to determie the period of impulse. The, a mathematical operatio is covolved betwee two sigals as a output of iput shaper. The result is trasmitted to slave statio i Mechatrolik-III etwork i order to execute commad profile. Fig. 6 Iput shapig for S-curve profile. The iput shapig for S-curve profile is illustrated i Fig. 6. The effect of iput shapig is smoother ad reduced residual vibratio sigificatly. 5. EXPEIMENTAL ESULTS Experimets were coducted with proposed Mechatrolik-III cotroller ad slave servo drive as show i Fig. 7 ad its correspodig parameters ca be see i Table. A alumium ruler is used as flexible beam. Two bolts are haged i each side of beam as mass or load. The ruler is directly mouted with motor shaft which is vertically suspeded o frame. Fig. 4 Flowchart of mai program. Fig. 7 Experimetal system is set-up. Fig. 8 Spectrum frequecy measured by laser sesor. Fig. 5 Flowchart of iterrupt service routie. Fig. 9 System vibratio measured by laser sesor. 1696

5 I order to idetify exact atural frequecy of beam, a laser sesor is used to measure. The flexible beam rotates aroud vertical directio ad the, laser sesor detects residual vibratio of beam. I Fig. 8 ad 9, spectrum frequecy ad system vibratio that measured by laser sesor are displayed. The measured atural frequecy is. Hz. Hece, the calculated dampig ratio based o logarithmic decremet method is These parameters are used i all tests. However, depedig o each kid of iput shapers, impulse couts are selected as, or 4. Fig. 10 Experimetal speed profile without iput shaper. Fig. 14 Experimetal torque cotrol with ZV shaper, ZVD shaper, ZVDD shaper ad without iput shaper. The experimetal results with ZV, ZVD ad ZVDD shapers ad without iput shaper are described i Fig. 10, 11, 1 ad 1 respectively. It ca be see clearly that speed profile sustais vibratio i case of without iput shaper. Whe applyig ZV, ZVD ad ZVDD shaper, the profiles are smoother ad reduced residual vibratio sigificatly. Fig. 14 shows experimetal data of torque cotrol i ZV, ZVD ad ZVDD iput shaper ad without iput shaper. The experimet tests result that iput shapig techique has good performace i Mechatrolik-III motio cotrol system. Table Parameters of experimetal motio system. Youg s modulus of beam 70GPa Mass per legth.7 g/cm Legth of beam 85mm Width of beam 15mm Height of beam 1.8mm Mass of two bolts 1.g Fig. 11 Experimetal speed profile with ZV shaper. Fig. 1 Experimetal speed profile with ZVD shaper. Fig. 1 Experimetal speed profile with ZVDD shaper. 6. CONCLUSIONS The implemetatio of iput shapig method i Mechatrolik-III etwork has bee preseted. A mathematical model of beam has bee used to aalyze atural frequecy ad dampig ratio. Accordig to the experimetal results, the motio profiles are smooth ad reduced residual vibratio. It is idicated that Mechatrolik-III motio cotroller with iput shaper has good performace. With large buffer eough, this successful implemetatio provides a opportuity to apply the iput shaper for multi-axes i idustrial etwork motio system. EFEENCES [1] D. M. Tsay ad C. F. Li, Asymmetric Iputs for Miimizig esidual espose, Proc. of the Iteratioal Coferece o Mechatroics, pp. 5-40, 005. [] F. Zou, D. Qu, ad F. Su, Asymmetric S-curve Trajectory Plaig for obot Poit-to-Poit Motio, Proc. of the Iteratioal Coferece o obotics ad Biomimetics, pp , 009. [] C. W. Ha,. H. ew, ad. S. im, A Complete Solutio to Asymmetric S-curve Motio Profile: Theory & Experimets, Proc. of the Iteratioal Coferece o Cotrol, Automatio ad Systems, pp , 008. [4] H. Li, M. D. Le, Z. M. Gog, ad W. Li, Motio 1697

6 Profile Desig to educe esidual Vibratio of High-Speed Positioig Stages, IEEE/ASME Trasactios o Mechatroics, Vol. 14, No., pp , 009. [5] W. Sighose, W. Seerig ad N. Siger, esidual Vibratio eductio Usig Vector Diagrams to Geerate Shaped Iputs, Joural of Mechaical Desig, Vol. 116, No., pp , [6] M. A. Ahmad, A. N.. Nasir,. M. T. aja Ismail ad M. S. amli, Compariso of Hybrid Cotrol Schemes for Vibratio Suppressio of Flexible obot Maipulator, Iteratioal Coferece o Computer Modelig ad Simulatio, pp , 009. [7] S. S. Gurleyuk ad S. Cial, obust Three-Impulse Sequece Iput Shaper Desig, Joural of Vibratio ad Cotrol, Vol. 1, No. 1, pp , 007. [8] V. P. Pha, N. S. Goo,. J. Yoo, ad D. S. Hwag, Lookup Table Cotrol Method for Vibratio Suppressio of a Flexible Maipulator with Optimizatio of the Miimum Settlig Time ad Eergy Cosumptio, Asia Joural of Cotrol, Vol. 14, No., pp , 01. [9] M. T. Ha, C. G. ag, Experimetal Aalysis of Natural Frequecy Error to esidual Vibratio i ZV, ZVD ad ZVDD Shapers, Iteratioal Coferece o Ubiquitious obots ad Ambiet Itelligece, pp , 01. [10] [11] T. T. Dag, J. H. im ad J. W. Jeo, Performace Aalysis of Mechatrolik-III, Iteratioal Coferece o Idustrial Iformatics, pp , 01. [1] X. Xu, F. He, Y. Tao, Z. Wag ad J. Xig, Desig ad Implemetatio of Mechatrolik-III Bus Slave Statio Based o SOPC, Iteratioal Coferece o Computatioal ad Iformatio Scieces, pp ,

A New Space-Repetition Code Based on One Bit Feedback Compared to Alamouti Space-Time Code

A New Space-Repetition Code Based on One Bit Feedback Compared to Alamouti Space-Time Code Proceedigs of the 4th WSEAS It. Coferece o Electromagetics, Wireless ad Optical Commuicatios, Veice, Italy, November 0-, 006 107 A New Space-Repetitio Code Based o Oe Bit Feedback Compared to Alamouti

More information

Compound Controller for DC Motor Servo System Based on Inner-Loop Extended State Observer

Compound Controller for DC Motor Servo System Based on Inner-Loop Extended State Observer BULGARIAN ACADEMY OF SCIENCES CYBERNETICS AND INFORMATION TECHNOLOGIES Volume 6, No 5 Special Issue o Applicatio of Advaced Computig ad Simulatio i Iformatio Systems Sofia 06 Prit ISSN: 3-970; Olie ISSN:

More information

Design of FPGA- Based SPWM Single Phase Full-Bridge Inverter

Design of FPGA- Based SPWM Single Phase Full-Bridge Inverter Desig of FPGA- Based SPWM Sigle Phase Full-Bridge Iverter Afarulrazi Abu Bakar 1, *,Md Zarafi Ahmad 1 ad Farrah Salwai Abdullah 1 1 Faculty of Electrical ad Electroic Egieerig, UTHM *Email:afarul@uthm.edu.my

More information

Reference Command Shaping Using Specified-Negative-Amplitude Input Shapers for Vibration Reduction

Reference Command Shaping Using Specified-Negative-Amplitude Input Shapers for Vibration Reduction 15 Ishitobi, M., 2000, A Stability Coditio of Zeros of Sampled Multivariable Systems, IEEE Tras. Autom. Cotrol, AC-452, pp. 295 299. 16 Laub, A. J., ad Arold, W. F., 1984, Cotrollability ad Observability

More information

APPLICATION NOTE UNDERSTANDING EFFECTIVE BITS

APPLICATION NOTE UNDERSTANDING EFFECTIVE BITS APPLICATION NOTE AN95091 INTRODUCTION UNDERSTANDING EFFECTIVE BITS Toy Girard, Sigatec, Desig ad Applicatios Egieer Oe criteria ofte used to evaluate a Aalog to Digital Coverter (ADC) or data acquisitio

More information

Laboratory Exercise 3: Dynamic System Response Laboratory Handout AME 250: Fundamentals of Measurements and Data Analysis

Laboratory Exercise 3: Dynamic System Response Laboratory Handout AME 250: Fundamentals of Measurements and Data Analysis Laboratory Exercise 3: Dyamic System Respose Laboratory Hadout AME 50: Fudametals of Measuremets ad Data Aalysis Prepared by: Matthew Beigto Date exercises to be performed: Deliverables: Part I 1) Usig

More information

Radar emitter recognition method based on AdaBoost and decision tree Tang Xiaojing1, a, Chen Weigao1 and Zhu Weigang1 1

Radar emitter recognition method based on AdaBoost and decision tree Tang Xiaojing1, a, Chen Weigao1 and Zhu Weigang1 1 Advaces i Egieerig Research, volume 8 d Iteratioal Coferece o Automatio, Mechaical Cotrol ad Computatioal Egieerig (AMCCE 7) Radar emitter recogitio method based o AdaBoost ad decisio tree Tag Xiaojig,

More information

Outline. Motivation. Analog Functional Testing in Mixed-Signal Systems. Motivation and Background. Built-In Self-Test Architecture

Outline. Motivation. Analog Functional Testing in Mixed-Signal Systems. Motivation and Background. Built-In Self-Test Architecture Aalog Fuctioal Testig i Mixed-Sigal s Jie Qi Dept. of Electrical & Computer Egieerig Aubur Uiversity Co-Advisors: Charles Stroud ad Foster Dai Outlie Motivatio ad Backgroud Built-I Self-Test Architecture

More information

Measurement of Equivalent Input Distortion AN 20

Measurement of Equivalent Input Distortion AN 20 Measuremet of Equivalet Iput Distortio AN 2 Applicatio Note to the R&D SYSTEM Traditioal measuremets of harmoic distortio performed o loudspeakers reveal ot oly the symptoms of the oliearities but also

More information

Application of Improved Genetic Algorithm to Two-side Assembly Line Balancing

Application of Improved Genetic Algorithm to Two-side Assembly Line Balancing 206 3 rd Iteratioal Coferece o Mechaical, Idustrial, ad Maufacturig Egieerig (MIME 206) ISBN: 978--60595-33-7 Applicatio of Improved Geetic Algorithm to Two-side Assembly Lie Balacig Ximi Zhag, Qia Wag,

More information

A New Basic Unit for Cascaded Multilevel Inverters with the Capability of Reducing the Number of Switches

A New Basic Unit for Cascaded Multilevel Inverters with the Capability of Reducing the Number of Switches Joural of Power Electroics, ol, o, pp 67-677, July 67 JPE --6 http://dxdoiorg/6/jpe67 I(Prit: 98-9 / I(Olie: 9-78 A ew Basic Uit for Cascaded Multi Iverters with the Capability of Reducig the umber of

More information

A New Design of Log-Periodic Dipole Array (LPDA) Antenna

A New Design of Log-Periodic Dipole Array (LPDA) Antenna Joural of Commuicatio Egieerig, Vol., No., Ja.-Jue 0 67 A New Desig of Log-Periodic Dipole Array (LPDA) Atea Javad Ghalibafa, Seyed Mohammad Hashemi, ad Seyed Hassa Sedighy Departmet of Electrical Egieerig,

More information

Design of FPGA Based SPWM Single Phase Inverter

Design of FPGA Based SPWM Single Phase Inverter Proceedigs of MUCEET2009 Malaysia Techical Uiversities Coferece o Egieerig ad Techology Jue 20-22, 2009, MS Garde,Kuata, Pahag, Malaysia MUCEET2009 Desig of FPGA Based SPWM Sigle Phase Iverter Afarulrazi

More information

Data Acquisition System for Electric Vehicle s Driving Motor Test Bench Based on VC++ *

Data Acquisition System for Electric Vehicle s Driving Motor Test Bench Based on VC++ * Available olie at www.sciecedirect.com Physics Procedia 33 (0 ) 75 73 0 Iteratioal Coferece o Medical Physics ad Biomedical Egieerig Data Acquisitio System for Electric Vehicle s Drivig Motor Test Bech

More information

Problem of calculating time delay between pulse arrivals

Problem of calculating time delay between pulse arrivals America Joural of Egieerig Research (AJER) 5 America Joural of Egieerig Research (AJER) e-issn: 3-847 p-issn : 3-936 Volume-4, Issue-4, pp-3-4 www.ajer.org Research Paper Problem of calculatig time delay

More information

By: Pinank Shah. Date : 03/22/2006

By: Pinank Shah. Date : 03/22/2006 By: Piak Shah Date : 03/22/2006 What is Strai? What is Strai Gauge? Operatio of Strai Gauge Grid Patters Strai Gauge Istallatio Wheatstoe bridge Istrumetatio Amplifier Embedded system ad Strai Gauge Strai

More information

PRACTICAL FILTER DESIGN & IMPLEMENTATION LAB

PRACTICAL FILTER DESIGN & IMPLEMENTATION LAB 1 of 7 PRACTICAL FILTER DESIGN & IMPLEMENTATION LAB BEFORE YOU BEGIN PREREQUISITE LABS Itroductio to Oscilloscope Itroductio to Arbitrary/Fuctio Geerator EXPECTED KNOWLEDGE Uderstadig of LTI systems. Laplace

More information

PROJECT #2 GENERIC ROBOT SIMULATOR

PROJECT #2 GENERIC ROBOT SIMULATOR Uiversity of Missouri-Columbia Departmet of Electrical ad Computer Egieerig ECE 7330 Itroductio to Mechatroics ad Robotic Visio Fall, 2010 PROJECT #2 GENERIC ROBOT SIMULATOR Luis Alberto Rivera Estrada

More information

AC : USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM

AC : USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM AC 007-7: USING ELLIPTIC INTEGRALS AND FUNCTIONS TO STUDY LARGE-AMPLITUDE OSCILLATIONS OF A PENDULUM Josue Njock-Libii, Idiaa Uiversity-Purdue Uiversity-Fort Waye Josué Njock Libii is Associate Professor

More information

Analysis and Optimization Design of Snubber Cricuit for Isolated DC-DC Converters in DC Power Grid

Analysis and Optimization Design of Snubber Cricuit for Isolated DC-DC Converters in DC Power Grid Aalysis ad Optimizatio Desig of Subber Cricuit for Isolated DC-DC Coverters i DC Power Grid Koji Orikawa Nagaoka Uiversity of Techology Nagaoka, Japa orikawa@st.agaokaut.ac.jp Ju-ichi Itoh Nagaoka Uiversity

More information

Experimental Noise Analysis of Reed Switch Sensor Signal under Environmental Vibration

Experimental Noise Analysis of Reed Switch Sensor Signal under Environmental Vibration Computer Techology ad Applicatio 7 (16) 96-1 doi: 1.1765/1934-733/16..4 D DAVID PUBLISHING Experimetal Noise Aalysis of Reed Switch Sesor Sigal uder Evirometal Vibratio Odgerel Ayurzaa 1 ad Hiesik Kim

More information

High-Order CCII-Based Mixed-Mode Universal Filter

High-Order CCII-Based Mixed-Mode Universal Filter High-Order CCII-Based Mixed-Mode Uiversal Filter Che-Nog Lee Departmet of Computer ad Commuicatio Egieerig, Taipei Chegshih Uiversity of Sciece ad Techology, Taipei, Taiwa, R. O. C. Abstract This paper

More information

x y z HD(x, y) + HD(y, z) HD(x, z)

x y z HD(x, y) + HD(y, z) HD(x, z) Massachusetts Istitute of Techology Departmet of Electrical Egieerig ad Computer Sciece 6.02 Solutios to Chapter 5 Updated: February 16, 2012 Please sed iformatio about errors or omissios to hari; questios

More information

Design of Optimal Hygrothermally Stable Laminates with Extension-Twist Coupling by Ant Colony Optimization

Design of Optimal Hygrothermally Stable Laminates with Extension-Twist Coupling by Ant Colony Optimization d Iteratioal Coferece o Egieerig Optimizatio September 6-9, 010, Lisbo, Portugal esig of Optimal Hygrothermally Stable Lamiates with Extesio-Twist Couplig by t Coloy Optimizatio ditya P. pte 1, Robert.

More information

CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER

CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER 95 CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER 5.1 GENERAL Ru-legth codig is a lossless image compressio techique, which produces modest compressio ratios. Oe way of icreasig the compressio ratio of a ru-legth

More information

Combined Scheme for Fast PN Code Acquisition

Combined Scheme for Fast PN Code Acquisition 13 th Iteratioal Coferece o AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT- 13, May 6 8, 009, E-Mail: asat@mtc.edu.eg Military Techical College, Kobry Elkobbah, Cairo, Egypt Tel : +(0) 4059 4036138, Fax:

More information

Measurements of the Communications Environment in Medium Voltage Power Distribution Lines for Wide-Band Power Line Communications

Measurements of the Communications Environment in Medium Voltage Power Distribution Lines for Wide-Band Power Line Communications Measuremets of the Commuicatios viromet i Medium Voltage Power Distributio Lies for Wide-Bad Power Lie Commuicatios Jae-Jo Lee *,Seug-Ji Choi *,Hui-Myoug Oh *, Wo-Tae Lee *, Kwa-Ho Kim * ad Dae-Youg Lee

More information

Massachusetts Institute of Technology Dept. of Electrical Engineering and Computer Science Fall Semester, Introduction to EECS 2.

Massachusetts Institute of Technology Dept. of Electrical Engineering and Computer Science Fall Semester, Introduction to EECS 2. Massachusetts Istitute of Techology Dept. of Electrical Egieerig ad Computer Sciece Fall Semester, 006 6.08 Itroductio to EECS Prelab Exercises Pre-Lab#3 Modulatio, demodulatio, ad filterig are itegral

More information

AN ESTIMATION OF MULTILEVEL INVERTER FED INDUCTION MOTOR DRIVE

AN ESTIMATION OF MULTILEVEL INVERTER FED INDUCTION MOTOR DRIVE 9 IJRIC. All rights reserved. IJRIC www.ijric.org E-ISSN: 76-3336 AN ESTIMATION OF MULTILEVEL INVERTER FED INDUCTION MOTOR DRIVE K.RAMANI AND DR.A. KRISHNAN SMIEEE Seior Lecturer i the Departmet of EEE

More information

The Detection of Abrupt Changes in Fatigue Data by Using Cumulative Sum (CUSUM) Method

The Detection of Abrupt Changes in Fatigue Data by Using Cumulative Sum (CUSUM) Method Proceedigs of the th WSEAS Iteratioal Coferece o APPLIED ad THEORETICAL MECHANICS (MECHANICS '8) The Detectio of Abrupt Chages i Fatigue Data by Usig Cumulative Sum (CUSUM) Method Z. M. NOPIAH, M.N.BAHARIN,

More information

4. INTERSYMBOL INTERFERENCE

4. INTERSYMBOL INTERFERENCE DATA COMMUNICATIONS 59 4. INTERSYMBOL INTERFERENCE 4.1 OBJECT The effects of restricted badwidth i basebad data trasmissio will be studied. Measuremets relative to itersymbol iterferece, usig the eye patter

More information

The Use of Harmonic Information in the Optimal Synthesis of Mechanisms

The Use of Harmonic Information in the Optimal Synthesis of Mechanisms The Use of Harmoic Iformatio i the Optimal Sythesis of Mechaisms A.M.CONNOR, S.S.DOUGLAS & M.J.GILMARTIN SUMMARY This paper reviews several uses of harmoic iformatio i the sythesis of mechaisms ad shows

More information

A Novel Small Signal Power Line Quality Measurement System

A Novel Small Signal Power Line Quality Measurement System IMTC 3 - Istrumetatio ad Measuremet Techology Coferece Vail, CO, USA, - May 3 A ovel Small Sigal Power Lie Quality Measuremet System Paul B. Crilly, Erik Leadro Boaldi, Levy Ely de Lacarda de Oliveira,

More information

Fault Diagnosis in Rolling Element Bearing Using Filtered Vibration and Acoustic Signal

Fault Diagnosis in Rolling Element Bearing Using Filtered Vibration and Acoustic Signal Volume 8 o. 8 208, 95-02 ISS: 3-8080 (prited versio); ISS: 34-3395 (o-lie versio) url: http://www.ijpam.eu ijpam.eu Fault Diagosis i Rollig Elemet Usig Filtered Vibratio ad Acoustic Sigal Sudarsa Sahoo,

More information

Delta- Sigma Modulator with Signal Dependant Feedback Gain

Delta- Sigma Modulator with Signal Dependant Feedback Gain Delta- Sigma Modulator with Sigal Depedat Feedback Gai K.Diwakar #1 ad V.Vioth Kumar *2 # Departmet of Electroics ad Commuicatio Egieerig * Departmet of Electroics ad Istrumetatio Egieerig Vel Tech Uiversity,Cheai,

More information

E X P E R I M E N T 13

E X P E R I M E N T 13 E X P E R I M E N T 13 Stadig Waves o a Strig Produced by the Physics Staff at Colli College Copyright Colli College Physics Departmet. All Rights Reserved. Uiversity Physics, Exp 13: Stadig Waves o a

More information

Indoor Localization by Pattern Matching Method Based On Extended Database

Indoor Localization by Pattern Matching Method Based On Extended Database Vol:8, No:, Idoor Localizatio by atter Matchig Method Based O Exteded Database Gyumi Hwag, Jihog Lee Iteratioal Sciece Idex, Mechaical ad Mechatroics Egieerig Vol:8, No:, waset.org/ublicatio/9997 Abstract

More information

A SELECTIVE POINTER FORWARDING STRATEGY FOR LOCATION TRACKING IN PERSONAL COMMUNICATION SYSTEMS

A SELECTIVE POINTER FORWARDING STRATEGY FOR LOCATION TRACKING IN PERSONAL COMMUNICATION SYSTEMS A SELETIVE POINTE FOWADING STATEGY FO LOATION TAKING IN PESONAL OUNIATION SYSTES Seo G. hag ad hae Y. Lee Departmet of Idustrial Egieerig, KAIST 373-, Kusug-Dog, Taejo, Korea, 305-70 cylee@heuristic.kaist.ac.kr

More information

Analysis of SDR GNSS Using MATLAB

Analysis of SDR GNSS Using MATLAB Iteratioal Joural of Computer Techology ad Electroics Egieerig (IJCTEE) Volume 5, Issue 3, Jue 2015 Aalysis of SDR GNSS Usig MATLAB Abstract This paper explais a software defied radio global avigatio satellite

More information

信號與系統 Signals and Systems

信號與系統 Signals and Systems Sprig 2 信號與系統 Sigals ad Systems Chapter SS- Sigals ad Systems Feg-Li Lia NTU-EE Feb Ju Figures ad images used i these lecture otes are adopted from Sigals & Systems by Ala V. Oppeheim ad Ala S. Willsky,

More information

Design and Construction of a Three-phase Digital Energy Meter

Design and Construction of a Three-phase Digital Energy Meter Desig ad Costructio of a Three-phase Digital Eergy Meter D.P.Chadima, V.G.R.G. Jayawardae, E.A.E.H. Hemachadra, I.N.Jayasekera, H.V.L.Hasaraga, D.C. Hapuarachchi (chadima@elect.mrt.ac.lk, geethagaj@gmail.com,era.hem@gmail.com,ishaivaka@gmail.com,lahiru_hasaraga@yahoo.com,diya_elect.uom@gmail.com)

More information

Technical Explanation for Counters

Technical Explanation for Counters Techical Explaatio for ers CSM_er_TG_E Itroductio What Is a er? A er is a device that couts the umber of objects or the umber of operatios. It is called a er because it couts the umber of ON/OFF sigals

More information

Logarithms APPENDIX IV. 265 Appendix

Logarithms APPENDIX IV. 265 Appendix APPENDIX IV Logarithms Sometimes, a umerical expressio may ivolve multiplicatio, divisio or ratioal powers of large umbers. For such calculatios, logarithms are very useful. They help us i makig difficult

More information

HOW BAD RECEIVER COORDINATES CAN AFFECT GPS TIMING

HOW BAD RECEIVER COORDINATES CAN AFFECT GPS TIMING HOW BAD RECEIVER COORDINATES CAN AFFECT GPS TIMING H. Chadsey U.S. Naval Observatory Washigto, D.C. 2392 Abstract May sources of error are possible whe GPS is used for time comparisos. Some of these mo

More information

Smart Energy & Power Quality Solutions. ProData datalogger. Datalogger and Gateway

Smart Energy & Power Quality Solutions. ProData datalogger. Datalogger and Gateway Smart Eergy & Power Quality Solutios ProData datalogger Datalogger ad Gateway Smart ad compact: Our most uiversal datalogger ever saves power costs Etheret coectio Modbus-Etheret-Gateway 32 MB 32 MB memory

More information

信號與系統 Signals and Systems

信號與系統 Signals and Systems Sprig 24 信號與系統 Sigals ad Systems Chapter SS- Sigals ad Systems Feg-Li Lia NTU-EE Feb4 Ju4 Figures ad images used i these lecture otes are adopted from Sigals & Systems by Ala V. Oppeheim ad Ala S. Willsky,

More information

A Bipolar Cockcroft-Walton Voltage Multiplier for Gas Lasers

A Bipolar Cockcroft-Walton Voltage Multiplier for Gas Lasers America Joural of Applied cieces 4 (10): 79-799, 007 N 1546-99 007 ciece Publicatios orrespodig Author: A Bipolar ockcroft-walto Voltage Multiplier for Gas Lasers hahid qbal ad Rosli Besar Faculty of Egieerig

More information

Throughput/Delay Analysis of Spectrally Phase- Encoded Optical CDMA over WDM Networks

Throughput/Delay Analysis of Spectrally Phase- Encoded Optical CDMA over WDM Networks Throughput/Delay Aalysis of pectrally Phase- Ecoded Optical over etwors K. Putsri *,. ittichivapa * ad H.M.H.halaby ** * Kig Mogut s Istitute of Techology Ladrabag Departmet of Telecommuicatios Egieerig,

More information

Sensors & Transducers 2015 by IFSA Publishing, S. L.

Sensors & Transducers 2015 by IFSA Publishing, S. L. Sesors & Trasducers 215 by IFSA Publishig, S. L. http://www.sesorsportal.com Uiversal Sesors ad Trasducers Iterface for Mobile Devices: Metrological Characteristics * Sergey Y. YURISH ad Javier CAÑETE

More information

COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS

COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS Mariusz Ziółko, Przemysław Sypka ad Bartosz Ziółko Departmet of Electroics, AGH Uiversity of Sciece ad Techology, al. Mickiewicza 3, 3-59 Kraków, Polad,

More information

Synchronization of the distributed PWM carrier waves for Modular Multilevel Converters

Synchronization of the distributed PWM carrier waves for Modular Multilevel Converters Sychroizatio of the distributed PWM carrier waves for Modular Multilevel Coverters Paul Da Burlacu, Laszlo Mathe, IEEE Member ad Remus Teodorescu, IEEE Fellow Member Departmet of Eergy Techology, Aalborg

More information

A New Energy Consumption Algorithm with Active Sensor Selection Using GELS in Target Coverage WSN

A New Energy Consumption Algorithm with Active Sensor Selection Using GELS in Target Coverage WSN IJCSI Iteratioal Joural of Computer Sciece Issues, Vol. 10, Issue 4, No 1, July 2013 ISSN (Prit): 1694-0814 ISSN (Olie): 1694-0784 www.ijcsi.org 11 A New Eergy Cosumptio Algorithm with Active Sesor Selectio

More information

INCREASE OF STRAIN GAGE OUTPUT VOLTAGE SIGNALS ACCURACY USING VIRTUAL INSTRUMENT WITH HARMONIC EXCITATION

INCREASE OF STRAIN GAGE OUTPUT VOLTAGE SIGNALS ACCURACY USING VIRTUAL INSTRUMENT WITH HARMONIC EXCITATION XIX IMEKO World Cogress Fudametal ad Applied Metrology September 6, 9, Lisbo, Portugal INCREASE OF STRAIN GAGE OUTPUT VOLTAGE SIGNALS ACCURACY USING VIRTUAL INSTRUMENT WITH HARMONIC EXCITATION Dalibor

More information

MEASUREMENT AND CONTORL OF TOTAL HARMONIC DISTORTION IN FREQUENCY RANGE 0,02-10KHZ.

MEASUREMENT AND CONTORL OF TOTAL HARMONIC DISTORTION IN FREQUENCY RANGE 0,02-10KHZ. ELECTRONICS 00 September, Sozopol, BLGARIA MEASREMENT AND CONTORL OF TOTAL HARMONIC DISTORTION IN FREQENCY RANGE 0,0-0KHZ. Plame Agelov Agelov Faculty for Computer Sciece, Egieerig ad Natural Studies,

More information

Simulation and Analysis on Signal Acquisition of BDS Receiver with The Aid of INS

Simulation and Analysis on Signal Acquisition of BDS Receiver with The Aid of INS Modelig Simulatio ad Optimizatio Techologies ad Applicatios (MSOTA 2016 Simulatio ad Aalysis o Sigal Acquisitio of DS Receiver with The Aid of INS Shulei Che Xiaqig Tag Xuwei Cheg Juqiag Gao ad Zepeg Su

More information

Single Bit DACs in a Nutshell. Part I DAC Basics

Single Bit DACs in a Nutshell. Part I DAC Basics Sigle Bit DACs i a Nutshell Part I DAC Basics By Dave Va Ess, Pricipal Applicatio Egieer, Cypress Semicoductor May embedded applicatios require geeratig aalog outputs uder digital cotrol. It may be a DC

More information

A study on the efficient compression algorithm of the voice/data integrated multiplexer

A study on the efficient compression algorithm of the voice/data integrated multiplexer A study o the efficiet compressio algorithm of the voice/data itegrated multiplexer Gyou-Yo CHO' ad Dog-Ho CHO' * Dept. of Computer Egieerig. KyiigHee Uiv. Kiheugup Yogiku Kyuggido, KOREA 449-71 PHONE

More information

HB860H 2-phase Hybrid Servo Drive

HB860H 2-phase Hybrid Servo Drive HB860H 2-phase Hybrid Servo Drive 20-70VAC or 30-100VDC, 8.2A Peak No Tuig, Nulls loss of Sychroizatio Closed-loop, elimiates loss of sychroizatio Broader operatig rage higher torque ad higher speed Reduced

More information

CAEN Tools for Discovery

CAEN Tools for Discovery Applicatio Note AN2506 Digital Gamma Neutro discrimiatio with Liquid Scitillators Viareggio 19 November 2012 Itroductio I recet years CAEN has developed a complete family of digitizers that cosists of

More information

Fingerprint Classification Based on Directional Image Constructed Using Wavelet Transform Domains

Fingerprint Classification Based on Directional Image Constructed Using Wavelet Transform Domains 7 Figerprit Classificatio Based o Directioal Image Costructed Usig Wavelet Trasform Domais Musa Mohd Mokji, Syed Abd. Rahma Syed Abu Bakar, Zuwairie Ibrahim 3 Departmet of Microelectroic ad Computer Egieerig

More information

WAVE-BASED TRANSIENT ANALYSIS USING BLOCK NEWTON-JACOBI

WAVE-BASED TRANSIENT ANALYSIS USING BLOCK NEWTON-JACOBI WAVE-BASED TRANSIENT ANALYSIS USING BLOCK NEWTON-JACOBI Muhammad Kabir McGill Uiversity Departmet of Electrical ad Computer Egieerig Motreal, QC H3A 2A7 Email: muhammad.kabir@mail.mcgill.ca Carlos Christofferse

More information

SIDELOBE SUPPRESSION IN OFDM SYSTEMS

SIDELOBE SUPPRESSION IN OFDM SYSTEMS SIDELOBE SUPPRESSION IN OFDM SYSTEMS Iva Cosovic Germa Aerospace Ceter (DLR), Ist. of Commuicatios ad Navigatio Oberpfaffehofe, 82234 Wesslig, Germay iva.cosovic@dlr.de Vijayasarathi Jaardhaam Muich Uiversity

More information

Joint Power Allocation and Beamforming for Cooperative Networks

Joint Power Allocation and Beamforming for Cooperative Networks It. J. Commuicatios, etwork ad System Scieces,, 4, 447-45 doi:.436/ijcs..4753 Published Olie July (http://www.scirp.org/joural/ijcs) Joit Power Allocatio ad Beamformig for Cooperative etworks Sodes Maadi,,

More information

Intermediate Information Structures

Intermediate Information Structures Modified from Maria s lectures CPSC 335 Itermediate Iformatio Structures LECTURE 11 Compressio ad Huffma Codig Jo Roke Computer Sciece Uiversity of Calgary Caada Lecture Overview Codes ad Optimal Codes

More information

WSN Node Localization Regularization Algorithm Based on Quasi Optimal Criterion Parameter Selection

WSN Node Localization Regularization Algorithm Based on Quasi Optimal Criterion Parameter Selection Sesors & rasducers Vol. 23 Special Issue July 203 pp. 94-98 Sesors & rasducers 203 by IFSA http://www.sesorsportal.com WSN Node Localizatio Regularizatio Algorithm Based o Quasi Optimal Criterio Parameter

More information

An Adaptive Image Denoising Method based on Thresholding

An Adaptive Image Denoising Method based on Thresholding A Adaptive Image Deoisig Method based o Thresholdig HARI OM AND MANTOSH BISWAS Departmet of Computer Sciece & Egieerig Idia School of Mies, Dhabad Jharkad-86004 INDIA {hariom4idia, matoshb}@gmail.com Abstract

More information

A GHz Constant KVCO Low Phase Noise LC-VCO and an Optimized Automatic Frequency Calibrator Applied in PLL Frequency Synthesizer

A GHz Constant KVCO Low Phase Noise LC-VCO and an Optimized Automatic Frequency Calibrator Applied in PLL Frequency Synthesizer A 4.6-5.6 GHz Costat KVCO Low Phase Noise LC-VCO ad a Optimized Automatic Frequecy Calibrator Applied i PLL Frequecy Sythesizer Hogguag Zhag, Pa Xue, Zhiliag Hog State Key Laboratory of ASIC & System Fuda

More information

Nonlinear System Identification Based on Reduced Complexity Volterra Models Guodong Jin1,a* and Libin Lu1,b

Nonlinear System Identification Based on Reduced Complexity Volterra Models Guodong Jin1,a* and Libin Lu1,b 6th Iteratioal Coferece o Electroics, Mechaics, Culture ad Medicie (EMCM 205) Noliear System Idetificatio Based o Reduced Complexity Volterra Models Guodog Ji,a* ad Libi Lu,b Xi a research istitute of

More information

High Speed Area Efficient Modulo 2 1

High Speed Area Efficient Modulo 2 1 High Speed Area Efficiet Modulo 2 1 1-Soali Sigh (PG Scholar VLSI, RKDF Ist Bhopal M.P) 2- Mr. Maish Trivedi (HOD EC Departmet, RKDF Ist Bhopal M.P) Adder Abstract Modular adder is oe of the key compoets

More information

Roberto s Notes on Infinite Series Chapter 1: Series Section 2. Infinite series

Roberto s Notes on Infinite Series Chapter 1: Series Section 2. Infinite series Roberto s Notes o Ifiite Series Chapter : Series Sectio Ifiite series What you eed to ow already: What sequeces are. Basic termiology ad otatio for sequeces. What you ca lear here: What a ifiite series

More information

A Wide-Beam Broadcasting Antenna Using a Curved Dipole on Reflector Plane

A Wide-Beam Broadcasting Antenna Using a Curved Dipole on Reflector Plane 1th WSEAS Iteratioal Coferece o COMMUNICATIONS, Heraklio, Greece, July 3-5, 8 A Wide-Beam Broadcastig Atea Usig a Curved Dipole o Reflector Plae RANGSAN WONGSAN School of Telecommuicatio Egieerig, Istitute

More information

Research Article Dominant Mode Wave Impedance of Regular Polygonal Waveguides

Research Article Dominant Mode Wave Impedance of Regular Polygonal Waveguides Microwave Sciece ad Techology, Article ID 485794, 4 pages http://dx.doi.org/10.1155/2014/485794 Research Article Domiat Mode Wave Impedace of Regular Polygoal Waveguides Vyacheslav V. Komarov Istitute

More information

Multisensor transducer based on a parallel fiber optic digital-to-analog converter

Multisensor transducer based on a parallel fiber optic digital-to-analog converter V Iteratioal Forum for Youg cietists "pace Egieerig" Multisesor trasducer based o a parallel fiber optic digital-to-aalog coverter Vladimir Grechishikov 1, Olga Teryaeva 1,*, ad Vyacheslav Aiev 1 1 amara

More information

Chapter 1 The Design of Passive Intermodulation Test System Applied in LTE 2600

Chapter 1 The Design of Passive Intermodulation Test System Applied in LTE 2600 Chapter The Desig of Passive Itermodulatio Test System Applied i LTE 600 Gogli, Wag Cheghua, You Wejue 3, Wa Yuqiag 4 Abstract. For the purpose of measurig the passive itermodulatio (PIM) products caused

More information

Methods to Reduce Arc-Flash Hazards

Methods to Reduce Arc-Flash Hazards Methods to Reduce Arc-Flash Hazards Exercise: Implemetig Istataeous Settigs for a Maiteace Mode Scheme Below is a oe-lie diagram of a substatio with a mai ad two feeders. Because there is virtually o differece

More information

Transfer Functions For The Reference Clock Jitter In A Serial Link: Theory And Applications in PCI Express

Transfer Functions For The Reference Clock Jitter In A Serial Link: Theory And Applications in PCI Express DesigCo 25 Leadig Edge Commuicatio Desig Coferece Trasfer Fuctios For The Referece Clock Jitter I A Serial Lik: Theory Ad Applicatios i PCI Express Mike Li, PhD Wavecrest Corporatio 1735 Techology Drive,

More information

A New Energy Efficient Data Gathering Approach in Wireless Sensor Networks

A New Energy Efficient Data Gathering Approach in Wireless Sensor Networks Commuicatios ad Network, 0, 4, 6-7 http://dx.doi.org/0.436/c.0.4009 Published Olie February 0 (http://www.scirp.org/joural/c) A New Eergy Efficiet Data Gatherig Approach i Wireless Sesor Networks Jafar

More information

Comparison of Frequency Offset Estimation Methods for OFDM Burst Transmission in the Selective Fading Channels

Comparison of Frequency Offset Estimation Methods for OFDM Burst Transmission in the Selective Fading Channels Compariso of Frequecy Offset Estimatio Methods for OFDM Burst Trasmissio i the Selective Fadig Chaels Zbigiew Długaszewski Istitute of Electroics ad Telecommuicatios Pozań Uiversity of Techology 60-965

More information

The Firing Dispersion of Bullet Test Sample Analysis

The Firing Dispersion of Bullet Test Sample Analysis Iteratioal Joural of Materials, Mechaics ad Maufacturig, Vol., No., Ma 5 The Firig Dispersio of Bullet Test Sample Aalsis Youliag Xu, Jubi Zhag, Li Ma, ad Yoghai Sha Udisputed, this approach does reduce

More information

Mike Li Andy Martwick Gerry Talbot Jan Wilstrup

Mike Li Andy Martwick Gerry Talbot Jan Wilstrup ITC 24 Trasfer Fuctios For The Referece Clock Jitter I A Serial Lik: Theory Ad Applicatios Mike Li Ady Martwick Gerry Talbot Ja Wilstrup Trasfer Fuctios For The Referece Clock Jitter I A Serial Lik: Theory

More information

Novel pseudo random number generation using variant logic framework

Novel pseudo random number generation using variant logic framework Edith Cowa Uiversity Research Olie Iteratioal Cyber Resiliece coferece Cofereces, Symposia ad Campus Evets 011 Novel pseudo radom umber geeratio usig variat logic framework Jeffrey Zheg Yua Uiversity,

More information

Adaptive Resource Allocation in Multiuser OFDM Systems

Adaptive Resource Allocation in Multiuser OFDM Systems Adaptive Resource Allocatio i Multiuser OFDM Systems Fial Report Multidimesioal Digital Sigal Processig Malik Meherali Saleh The Uiversity of Texas at Austi malikmsaleh@mail.utexas.edu Sprig 005 Abstract

More information

A Heuristic Method: Differential Evolution for Harmonic Reduction in Multilevel Inverter System

A Heuristic Method: Differential Evolution for Harmonic Reduction in Multilevel Inverter System Iteratioal Joural of Computer ad Electrical Egieerig, Vol. 5, o. 5, October 013 A Heuristic Method: Differetial Evolutio for Harmoic Reductio i Multilevel Iverter System P. Jamua ad C. Christober Asir

More information

SEVEN-LEVEL THREE PHASE CASCADED H-BRIDGE INVERTER WITH A SINGLE DC SOURCE

SEVEN-LEVEL THREE PHASE CASCADED H-BRIDGE INVERTER WITH A SINGLE DC SOURCE SEVEN-LEVEL THREE PHASE CASCADED H-BRIDGE INVERTER WITH A SINGLE DC SOURCE T. Porselvi 1 ad Ragaath Muthu 1 Sri Sairam Egieerig College, Cheai, Idia SSN College of Egieerig, Cheai, Idia E-Mail: tporselvi@yahoo.com

More information

ICM7213. One Second/One Minute Timebase Generator. Features. Description. Ordering Information. Pinout. August 1997

ICM7213. One Second/One Minute Timebase Generator. Features. Description. Ordering Information. Pinout. August 1997 August 997 Features Guarateed V Operatio Very Low Curret Cosumptio (Typ).... µa at V All Outputs TTL Compatible O Chip Oscillator Feedback Resistor Oscillator Requires Oly Exteral compoets: Fixed Capacitor,

More information

Department of Electrical and Computer Engineering, Cornell University. ECE 3150: Microelectronics. Spring Due on April 26, 2018 at 7:00 PM

Department of Electrical and Computer Engineering, Cornell University. ECE 3150: Microelectronics. Spring Due on April 26, 2018 at 7:00 PM Departmet of Electrical ad omputer Egieerig, orell Uiersity EE 350: Microelectroics Sprig 08 Homework 0 Due o April 6, 08 at 7:00 PM Suggested Readigs: a) Lecture otes Importat Notes: ) MAKE SURE THAT

More information

PHY-MAC dialogue with Multi-Packet Reception

PHY-MAC dialogue with Multi-Packet Reception PHY-AC dialogue with ulti-packet Receptio arc Realp 1 ad Aa I. Pérez-Neira 1 CTTC-Cetre Tecològic de Telecomuicacios de Cataluya Edifici Nexus C/Gra Capità, - 0803-Barceloa (Cataluya-Spai) marc.realp@cttc.es

More information

Hybrid BIST Optimization for Core-based Systems with Test Pattern Broadcasting

Hybrid BIST Optimization for Core-based Systems with Test Pattern Broadcasting Hybrid BIST Optimizatio for Core-based Systems with Test Patter Broadcastig Raimud Ubar, Masim Jeihhi Departmet of Computer Egieerig Talli Techical Uiversity, Estoia {raiub, masim}@pld.ttu.ee Gert Jerva,

More information

TMCM BLDC MODULE. Reference and Programming Manual

TMCM BLDC MODULE. Reference and Programming Manual TMCM BLDC MODULE Referece ad Programmig Maual (modules: TMCM-160, TMCM-163) Versio 1.09 August 10 th, 2007 Triamic Motio Cotrol GmbH & Co. KG Sterstraße 67 D 20357 Hamburg, Germay http:www.triamic.com

More information

AkinwaJe, A.T., IbharaJu, F.T. and Arogundade, 0.1'. Department of Computer Sciences University of Agriculture, Abeokuta, Nigeria

AkinwaJe, A.T., IbharaJu, F.T. and Arogundade, 0.1'. Department of Computer Sciences University of Agriculture, Abeokuta, Nigeria COMPARATIVE ANALYSIS OF ARTIFICIAL NEURAL NETWORK'S BACK PROPAGATION ALGORITHM TO STATISTICAL LEAST SQURE METHOD IN SECURITY PREDICTION USING NIGERIAN STOCK EXCHANGE MARKET AkiwaJe, A.T., IbharaJu, F.T.

More information

International Power, Electronics and Materials Engineering Conference (IPEMEC 2015)

International Power, Electronics and Materials Engineering Conference (IPEMEC 2015) Iteratioal Power, Electroics ad Materials Egieerig Coferece (IPEMEC 205) etwork Mode based o Multi-commuicatio Mechaism Fa Yibi, Liu Zhifeg, Zhag Sheg, Li Yig Departmet of Military Fiace, Military Ecoomy

More information

Test Time Minimization for Hybrid BIST with Test Pattern Broadcasting

Test Time Minimization for Hybrid BIST with Test Pattern Broadcasting Test Time Miimizatio for Hybrid BIST with Test Patter Broadcastig Raimud Ubar, Maksim Jeihhi Departmet of Computer Egieerig Talli Techical Uiversity EE-126 18 Talli, Estoia {raiub, maksim}@pld.ttu.ee Gert

More information

Message Scheduling for the FlexRay Protocol: The Dynamic Segment

Message Scheduling for the FlexRay Protocol: The Dynamic Segment IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 1 Message Schedulig for the FlexRay Protocol: The Dyamic Segmet Ece Gura Schmidt, Member, IEEE, Klaus Schmidt Abstract The FlexRay commuicatio protocol is expected

More information

FPGA Implementation of the Ternary Pulse Compression Sequences

FPGA Implementation of the Ternary Pulse Compression Sequences FPGA Implemetatio of the Terary Pulse Compressio Sequeces N.Balaji 1, M. Sriivasa rao, K.Subba Rao 3, S.P.Sigh 4 ad N. Madhusudhaa Reddy 4 Abstract Terary codes have bee widely used i radar ad commuicatio

More information

TWO LINK ROBOT CONTROLLERS BASED ON FUZZY TYPE-2 AND HIGHER ORDER SLIDING MODE

TWO LINK ROBOT CONTROLLERS BASED ON FUZZY TYPE-2 AND HIGHER ORDER SLIDING MODE www.ijecs.i Iteratioal Joural Of Egieerig Ad Computer Sciece ISS:39-74 Volume Issue 5 May, 03 Page o. 57-577 TWO LIK OBOT COTOLLES BASED O FUZZ TPE- AD HIGHE ODE SLIDIG MODE Abstract Ali Pajeshahi, Assef

More information

Calibrating Car-following Model with Trajectory Data by Cell Phone

Calibrating Car-following Model with Trajectory Data by Cell Phone Calibratig Car-followig Model with Trajectory Data by Cell Phoe Jiag Zeyu 1 jiagzy15@mails.tsighua.edu.c Wag Yog 3 13006373891@qq.com Wag Gagqiao 1 wag-gq15@mails.tsighua.edu.c Zhag Xiagpeg 3 364386058@qq.com

More information

Voice Command Recognition System Based on MFCC and VQ Algorithms

Voice Command Recognition System Based on MFCC and VQ Algorithms Voice Commad Recogitio System Based o MFCC ad VQ Algorithms Mahdi Shaeh, ad Azizollah Taheri Abstract The goal of this project is to desig a system to recogitio voice commads. Most of voice recogitio systems

More information

A New 3-Bit Integrating Time to Digital Converter Using Time to Voltage Conversion Technique

A New 3-Bit Integrating Time to Digital Converter Using Time to Voltage Conversion Technique Bulleti of Eviromet, Pharmacology ad Life Scieces Bull. Ev. Pharmacol. Life Sci., ol 3 [11] October 2014:115-122 2014 Academy for Eviromet ad Life Scieces, dia Olie SSN 2277-1808 Joural s URL:http://www.bepls.com

More information

A SIMPLE METHOD OF GOAL DIRECTED LOSSY SYNTHESIS AND NETWORK OPTIMIZATION

A SIMPLE METHOD OF GOAL DIRECTED LOSSY SYNTHESIS AND NETWORK OPTIMIZATION A SIMPL MOD OF GOAL DIRCD LOSSY SYNSIS AND NWORK OPIMIZAION Karel ájek a), ratislav Michal, Jiří Sedláček a) Uiversity of Defece, Kouicova 65,63 00 Bro,Czech Republic, Bro Uiversity of echology, Kolejí

More information

EFFECTS OF GROUNDING SYSTEM ON POWER QUALITY

EFFECTS OF GROUNDING SYSTEM ON POWER QUALITY EFFECTS OF GROUNDING SYSTEM ON POWER QUALITY Bhagat Sigh Tomar, Dwarka Prasad, Apeksha Naredra Rajput Research Scholar, Electrical Egg. Departmet, Laxmi Devi Istitute of Egg. & Techology, Alwar,(Rajastha),Idia

More information