Jitter Limitations on a Gigabit Copper Multi- Carrier System
|
|
- Stephen Stevenson
- 5 years ago
- Views:
Transcription
1 Jitter Limitations on a Gigabit Copper Multi- Carrier System Jan H. Rutger Schraer, Eric A.M. Klumperink, Jan L. Visschers, Bram Nauta University of Twente, IC-Design Group, P.O. Box 7, 75 AE, Enschee, The Netherlans. National Institute for Nuclear Physics an High-Energy Physics, P.O. Box 488, 9 DB, Amsteram, The Netherlans. j.h.r.schraer@utwente.nl Abstract The feasibility of a multi-carrier system for ata-transmission over copper wires at gigabit rates is analyze. More specific, we look at the effects of jitter an uty-cycle eviations on the SNR an error rate using Matlab simulations. Jitter causes crosstalk between the inphase an quarature channels of a given tone frequency. Given a certain rms jitter variance, low frequency tones can carry more bits than higher frequency tones for the same error rate. Duty-cycle eviations cause crosstalk both from other carrier frequencies an from quarature channels. These problems seem so big that a PAM system is likely to be the better choice for gigabit transmission. Keywors ata-communication, jitter, multi-carrier moulation In this paper, Matlab simulations will be presente that give insight into the system-level trae-offs an possibilities of such a system. More specific, the effect of jitter an uty-cycle eviations on such a system will be analyze. We will calculate SNRs an error rates for a number of ifferent values for the rms jitter, an for a number of ifferent uty-cycle eviations. II. ARGUMENTS FOR MULTI-CARRIER Transmission of signals over copper wires suffers from skin-effect an ielectric losses resulting in a frequency-epenent attenuation an ispersion (=frequency-epenent propagation elay). I. INTRODUCTION Very high spees have been achieve in the area of copper wire transmission. For example, using an equalize Pulse Amplitue Moulation (PAM) system, a bit rate of ~7Gbps has been reache over a istance of m at a Bit Error Rate (BER) of ~ - []. There is a continuing eman for higher bit rates. The banwith an signal-to-noise ratio of short cables can be high enough to allow this. This stuy explores the possibilities of aapting telephone moem an Digital Subscriber Line (DSL) techniques using Orthogonal Frequency Division Multiplexing (OFDM) to GHz banwiths, possibly enabling >Gbps transmission spees over copper wires. In general, these systems are implemente using DSP techniques, but this is unfeasible for a banwith in the gigahertz range. Therefore the architecture has to be funamentally ifferent. We will introuce an architecture that solves some of these problems. v(t) v(t) x -9 time Figure Baseline waner x Impulsresponse Secons time Figure Copper meium impulse response If the signaling spee of a PAM signal is increase x - 594
2 past the banwith of the channel, the (unequalize) receive signal will show baseline waner as shown in figure. In figure, the impulse response of a copper cable or PCB trace is shown. The very long tail causes intersymbol-interference (ISI). (More information on moeling these cables can be foun in [4].) Lowering the PAM bau rate will ecrease ISI, because the signal spectrum is move to the lower frequencies where skin effect an ielectric losses have less effect. (This explains the effort being put into PAM4 signaling [].) It is important to note that ISI is epenent of the bau rate an not the total bit rate. Multiplexing several bits into one symbol will ecrease ISI while the total bit rate can remain the same. Each sub-channel has a much lower bit rate, making it possible to have much larger symbol uration. This is exactly what happens in multicarrier moulation, so using such a system will ecrease the emans on channel equalization. Furthermore, using multi-carrier techniques enables spectrally efficient moulation like QAM. Also a multi-carrier system is useful when the channel contains spectral nulls as is sometimes the case with PCB traces an connectors. III. OFDM BASICS The transmitte ata is moulate on several orthogonal carriers. In orer to avoi interference these have to comply with the orthogonality constraint, which is efine as T c c t = δ, δij = i j ij op i j i = j where c i,j (t) are the carriers an T op is the length of the receiver integration perio ( orthogonality perio ). Caniates for tone frequencies f c are harmonic frequencies n/t op. Integration over exactly T op elivers perfectly orthogonal carriers. The total bit rate b tot of such a system will be b tot = T N t s i= log( N where N l,i is the number of / levels use on the i th tone, N t the number of tone frequencies in the system (where each tone is moulate with both an inphase- an quarature component) an T s the total symbol length (optionally incluing guar time T gt []). l, i ) () () IV. SYSTEM ARCHITECTURE The multi-carrier communication system architecture that we will stuy is shown in figure 3. On the left, the transmitter is shown an on the right the receiver. We use (passive or active) mixers for multiplication of the ata streams with the carrier signals. For the integration over the symbol perio, an integrate-an-ump block is use which can be implemente using a capacitor an switches. s an s can be ae to provie more levels an thus a higher spectral efficiency. One architectural avantage now becomes apparent: parallelization is use for the converters an integratean-ump blocks, which relaxes banwith requirements. s i ct i 9 s cr q q s ni x(t) ct ni 9 s cr nq nq cr i 9 cr q r(t) cr ni 9 cr nq Figure 3 System architecture q i q q q ni q nq In-phase an quarature carriers can be generate using a voltage-controlle ring-oscillator. The multiple phases coming from the ring oscillator can also be use to control the integrate-an-ump blocks. Of course a clock-an-ata-recovery (CDR) block will also have to be inclue in the receiver. This architecture puts a number of constraints onto the carrier waveforms that we can use. In an implementation with simple switching mixers, a sine wave on the local oscillator port will generate a square wave on the output. This will prouce harmonics that fall onto other tone frequencies, creating unusable areas in the spectrum. A solution to the problem coul be the use of harmonic rejection mixers [3]. Because of the above mentione problems, it is likely that the best chances for such a system are for a low number of carriers. The signals are efine as follows. The symbol streams s ni (t) an s nq (t), chosen from {-, }, are moulate onto the (in-phase an quarature) carrier signals ct ni (t) an ct nq (t) an ae up, resulting in the sum signal x(t) which is put onto the transmission line. At the receiver sie the receive signal r(t) is emoulate using a correlator receiver consisting of a multiplication with locally generate (in-phase an quarature) carrier signals cr ni (t) an cr nq (t) an an 595
3 integrate-an-ump. The recovere symbol streams are q ni (t) an q nq (t). The transmitte signal x(t) an the receive signal r(t) can be escribe as follows: Nt x( t) = ctni sni ctnq sni, = (3) n r = x( λ) h( t λ) λ, where h(t) is the impulse response of the channel. V. ANALYSIS For the system escribe above we will analyze the impact of jitter an uty-cycle eviations. The multicarrier receiver is a correlator receiver (multiplication followe by integrate-an-ump) as oppose to the sampling receiver use in most PAM systems. The analysis goal is to etermine the variance in the integrator output as a function of variance in τ (time shift between transmitter an receiver), as illustrate in figure 4. Time offsets over the symbol, cause by jitter, lea to imperfect separation of the in-phase an quarature component of the carrier. Duty cycle errors lea to other types of crosstalk. τ Figure 4 Influence of τ VI. SIMULATION RESULTS A. Impact of jitter We will estimate the influence of jitter on the error rate of the system. In orer to analyze this it is recognize that this error rate is a function of the SNR. We will calculate an effective SNR as a function of jitter. It is assume that the jitter coming from the PLL has a Gaussian time istribution with an rms variance of σ t. Its size is etermine by the PLL noise an loop banwith. For a state-of-the-art LC-base PLL this is currently in the orer of ps rms. For a ring oscillator it will be aroun 5ps rms. The effective SNR as a function of this jitter is expecte to be epenent on carrier frequency f c an number of levels N l use in moulation. We will o the following simulations: f c =.5GHz, N l =4, σ t =ps (4) f c =.5GHz, N l =4, σ t =ps f c =.5GHz, N l =6, σ t =ps A jitter of ps is taken because this will enable us to etect errors in a relatively short simulation (time step size=ps). Now let s look at the results of the statistical Matlab simulations (5 symbols) an focus on the error rate for the in-phase component. We use only a single carrier frequency for the sake of simplicity, an analyze crosstalk between in-phase an quarature component as a function of variance in τ cause by jitter. The jitter has been moele by aing a Gaussian ranom variable to the receiver time axis. Furthermore, the channel response is set to ieal (impulse response is a Dirac pulse). The SNR per symbol values have been calculate by sampling the ata, emoulating the ata an applying a normal istribution fitting routine. This routine estimates the amplitue variance σ A of the integrator output which is use to obtain the SNR per symbol SNR sm as SNR sm h = σ A (5) where h is the istance between two ajacent levels. Next, the probability of error P e for the in-phase component can be calculate as P e = Q( SNR sm ). (6) We will use histograms of the integrator output to graphically show the variance σ A /3 -/3 Figure 5 Output hist. (jitter σ t =ps, f c =.5GHz, N l =4) When we a a jitter of σ t =ps in the receiver generate carrier, an the frequency an number of 596
4 levels are set at f c =.5GHz an N l =4 levels (= bits) we can transmit ata relatively well. This is shown in figure 5. From the simulation, the calculate SNR sm =5B, which gives an excellent Pe« Figure 6 Output hist. (jitter σ t =ps, f c =.5GHz, N l =4) However when we try to increase the frequency to f c =.5GHz (number of levels remains N l =4), the jitter starts to have a severe impact, causing SNR sm =B, which gives a ba Pe= -3. (This is shown in figure 6.) /3 -/3 B. Impact of uty-cycle Another circuit non-ieality that is a threat to the carrier orthogonality is uty cycle istortion. The correlator output is epenent on the uty cycle of the signal, so eterministic eviations an/or variations in the uty cycle can isturb the orthogonality. We simulate these effects for a system with two tone frequencies (f =f ) using squarewave carriers, where each frequency is moulate with both in-phase an quarature components. (Therefore the total number of carriers is four.) The uty-cycle of the receiver generate in-phase carrier cr,i at f is varie, while the uty-cycle of all the transmitte carriers is exactly 5%. Below, a short summary of the simulation setup is given. Transmitter carriers: ct,i : f c =f, in-phase component ct,q : f c =f, quarature component ct,i : f c =f, in-phase component ct,q : f c =f, quarature component Receiver carrier: cr,i : f c =f, in-phase component, eviations in uty-cycle We will calculate the following correlations as a function of the uty-cycle of cr,i : corr = between cr,i an ct,i corr = between cr,i an ct,q corr = between cr,i an ct,i corr = between cr,i an ct,q These are all possible correlation for this two-tone system corr - -/3 -/3. Figure 7 Output hist. (jitter σ t =ps, f c =.5GHz, N l =6) corr A comparable jitter impact can be seen (in figure 7) when we o not increase f c (remains at f c =.5GHz) but rather increase the moulation epth to N l =6 levels. The signal to noise ratio per symbol SNR sm =B, which gives an equally ba Pe= -6. The observation to be mae is that, for a given jitter rms variance, low frequency tones can carry more bits than higher frequency tones for the same error rate Figure 8 corr an corr versus uty cycle Figure 8 shows the correlation of cr,i with the wante transmitte signal ct,i an with the quarature 597
5 component ct,q at that same frequency (respectively corr an corr ). Figure 9 shows the correlation of cr,i with the ouble frequency carriers ct,i an ct,q (respectively corr 3 an corr 4 ). The values have been normalize to one corr corr Figure error rate P e as a function of uty cycle Figure 9 corr 3 an corr 4 versus uty cycle All eviations from 5% uty-cycle introuce intercarrier interference (crosstalk) an lea to a limite SNR, as shown in figure. The peak at 5% correspons to an infinite SNR. [B] Figure - SNR as a function of uty cycle The error rate as a function of the uty cycle is shown in figure. The observation to be mae is that a multicarrier system is very sensitive to uty-cycle variations, with the error rate becoming unacceptably high for >5% variation. VII. CONCLUSIONS A transceiver architecture for gigabit multi-carrier transmission over short copper wires has been presente. It offers avantages concerning an requirements by using parallelization. A short feasibility analysis has been mae. Harmonics cause by switching mixers hiner the use of a large number of carriers. A state-of-the-art PLL rms jitter will impose a serious limit on the bit rate of a gigabit multi-carrier system. For a given rms jitter variance, low frequency tones can carry more bits than higher frequency tones for the same error rate. Furthermore, a uty cycle eviation of more than 5% causes the error rate of a two frequency multi-carrier system to rop below acceptable numbers. It is emonstrate that a lot of problems can be expecte from the above mentione sensitivity to jitter an uty cycle errors. It seems that a PAM system is the better choice for very high (giga-) bit rates on copper meia. REFERENCES [] R. Farja-Ra, C. K. Yang, M. Horowitz, an T. Lee, A.3µm CMOS 8-Gb/s 4-PAM serial link transceiver, IEEE J. Soli- State Circuits, vol. 35, pp , May. [] J. A. C. Bingham, Multicarrier moulation for ata transmission: an iea whose time has come, IEEE Commun. Mag., vol. 8, pp. 5 4, May 99. [3] J. A. Welon et al., A.75-GHz highly integrate narrow-ban CMOS transmitter with harmonic-rejection mixers, IEEE J. Soli-State Circuits, vol. 36, pp. 3 5, Dec.. [4] J. H. R. Schraer, E. A. M. Klumperink, J. L. Visschers an B. Nauta, Data communication in rea-out systems: how fast can we go over copper wires?, Nuclear Instruments an Methos in Physics Research Section A, vol. 53, issues -, pp. -7, Sep
RF Microelectronics. Hanyang University. Oscillator. Changsik Yoo. Div. Electrical and Computer Eng. Hanyang University.
RF Microelectronics Oscillator Changsik Yoo Div. Electrical an Computer Eng. anyang University. Barkausen s Criterion RF oscillators can be viewe as a feeback circuit with frequency selective network.
More informationUsing Chaos to Detect IIR and FIR Filters
PIERS ONLINE, VOL. 6, NO., 00 90 Using Chaos to Detect IIR an FIR Filters T. L. Carroll US Naval Research Lab, Coe 66, Washington, DC 07, USA Abstract In many signal processing applications, IIR an FIR
More informationLecture 7 Fiber Optical Communication Lecture 7, Slide 1
Lecture 7 Optical receivers p i n ioes Avalanche ioes Receiver esign Receiver noise Shot noise Thermal noise Signal-to-noise ratio Fiber Optical Communication Lecture 7, Slie 1 Optical receivers The purpose
More informationWave-Induced Fluctuations in Underwater Light Field: Analysis of Data from RaDyO Experiments
DISTRIBUTION STATEMENT A. Approve for public release; istribution is unlimite. Wave-Inuce Fluctuations in Unerwater Light Fiel: Analysis of Data from RaDyO Experiments Dariusz Stramski Marine Physical
More informationMODULE III. Foundations Of Data Communications And The Physical Layer
MODULE III Founations Of Data Communications An The Physical Layer Computer Networks an Internets -- Moule 3 1 Spring, 2014 Copyright 2014. All rights reserve. Topics Motivation an moel Information sources
More informationNew M-ary QAM Transmission Payload System
r AIAA ICSSC-005 New M-ary QAM Transmission Payloa System Masayoshi TANAKA * Nihon University, College of Inustrial Technology, --, Izumicho, Narashino, 75-8575, Japan This paper presents a new M-ary moulation
More informationEffect of Carrier Frequency Offset on the BER Performance of Variable Spreading Factor OFCDM Systems
This full text paper was peer reviewe at the irection of IEEE Communications Society subject matter experts for publication in the ICC 008 proceeings. Effect of Carrier Frequency Offset on the erformance
More informationSignal Transmission Through LTI Systems EE 442 Spring 2017 Lecture 3. Signal Transmission
Signal Transmission Through LTI Systems EE 442 Spring 207 Lecture 3 Signal Transmission Steay-State Response in Linear Time Invariant Network By steay-state we mean an sinusoial excitation. x(t) LTI Network
More informationPAPER A Simple Method of BER Calculation in DPSK/OFDM Systems over Fading Channels
366 IEICE TRANS. FUNDAMENTALS, VOL.E88 A, NO. JANUARY 5 PAPER A Simple Metho of BER Calculation in DPSK/OFDM Systems over Faing Channels Fumihito SASAMORI a), Shiro HANDA, an Shinjiro OSHITA, Members SUMMARY
More informationAN-1140 APPLICATION NOTE
APPLICATION NOTE One Technology Way P.O. Box 9106 Norwoo, MA 02062-9106, U.S.A. Tel: 781.329.4700 Fax: 781.461.3113 www.analog.com Microphone Array Beamforming by Jera Lewis INTRODUCTION All MEMS microphones
More informationPilot Based Time Delay Estimation for KSP-OFDM Systems in a Multipath Fading Environment
Pilot Base Time Delay Estimation for KSP-OFDM Systems in a Multipath Faing Environment Dieter Van Welen, Freerik Simoens, Heii Steenam an Marc Moeneclaey TELI Department, Ghent University Sint-Pietersnieuwstraat
More informationIntroduction to Wireless Communication Systems ECE 476/ECE 501C/CS 513 Winter 2003
Introuction to Wireless ommunication Systems EE 476/EE 5/S 53 Winter 3 Review for Exam # April 5, 3 Exam Details Must follow seating chart - Poste 3 minutes before exam. heating will be treate very seriously.
More informationSwitch-Mode DC-AC Converters
Switch-Moe DC-AC Converters EE 442/642 8-1 Some Applications: AC Motor Drives & P Inverters 8-2 Switch-Moe DC-AC Inverter Four quarants of operation. 8-3 Half-Brige Inverter: 1. Capacitors provie the mi-point.
More informationPage 1. Overview : Wireless Networks Lecture 7: Cellular Networks. The advent of cellular networks. The cellular network design.
Overview 18-759: Wireless Networks Lecture 7: Cellular Networks Dina Papagiannaki & Peter Steenkiste Departments of Computer Science an Electrical an Computer Engineering Spring Semester 2009 http://www.cs.cmu.eu/~prs/wireless09/
More informationShadowing Correlation Model for Indoor Multi-hop Radio Link in Office Environment
JAVA, International Journal of Electrical Electronics Engineering Volume 4, Number, April 26 Shaowing Moel for Inoor Multi-hop Raio Link in Office Environment Mohamma Fahli Inustrial Engineering Department
More information2.35 Tuning PID Controllers
2.35 Tuning PID Controllers P. W. MURRILL (1970) P. D. SCHNELLE, JR. (1985) B. G. LIPTÁK (1995) J. GERRY, M. RUEL, F. G. SHINSKEY (2005) In orer for the reaer to fully unerstan the content an concepts
More information5Gbps Serial Link Transmitter with Pre-emphasis
Gbps Serial Link Transmitter with Pre-emphasis Chih-Hsien Lin, Chung-Hong Wang and Shyh-Jye Jou Department of Electrical Engineering,National Central University,Chung-Li, Taiwan R.O.C. Abstract- High-speed
More informationARTM CHANNEL SOUNDING RESULTS AN INVESTIGATION OF FREQUENCY SELECTIVE FADING ON AERONAUTICAL TELEMETRY CHANNELS
ARTM CHANNEL SOUNDING RESULTS AN INVESTIGATION OF FREQUENCY SELECTIVE FADING ON AERONAUTICAL TELEMETRY CHANNELS Item Type text; Proceeings Authors Rice, Michael; e Gaston, Davi; Davis, Aam; German, Gus;
More informationDigital Communication System
Digital Communication System Purpose: communicate information at required rate between geographically separated locations reliably (quality) Important point: rate, quality spectral bandwidth, power requirements
More informationFundamentals of Digital Communication
Fundamentals of Digital Communication Network Infrastructures A.A. 2017/18 Digital communication system Analog Digital Input Signal Analog/ Digital Low Pass Filter Sampler Quantizer Source Encoder Channel
More informationAcoustical Localization in Schools of Submersibles
Oceans 6, Singapore (authors manuscript o not istribute) Acoustical Localization in Schools of Submersibles Navina Kottege & Uwe R. Zimmer Research School of Information Sciences an Engineering Autonomous
More informationMobile Radio Systems OPAM: Understanding OFDM and Spread Spectrum
Mobile Radio Systems OPAM: Understanding OFDM and Spread Spectrum Klaus Witrisal witrisal@tugraz.at Signal Processing and Speech Communication Laboratory www.spsc.tugraz.at Graz University of Technology
More information30. Signal Space Analysis of BASK, BFSK, BPSK, and QAM
Signal Space Analysis of BASK, BFSK, BPSK, an QAM on Mac 3. Signal Space Analysis of BASK, BFSK, BPSK, an QAM The vector-space representation of signals an the optimum etection process which chooses the
More informationLightning Protection Optimization for Large Wind Turbines with Method-of-Moments
Lightning Protection Optimization for Large Win Turbines with Metho-of-Moments Florian Krug, Ralph Teichmann General Electric - Global Research Freisinger Lanstrasse 50, 85748 Munich, GERMAY Ulrich Jakobus,
More informationDouble Closed-loop Control System Design of PMSM Based on DSP MoupengTao1, a,songjianguo2, b, SongQiang3, c
4th International Conference on Mechatronics, Materials, Chemistry an Computer Engineering (ICMMCCE 2015) Double Close-loop Control System Design of PMSM Base on DSP MoupengTao1, a,songjianguo2, b, SongQiang3,
More informationA CMOS Multi-Gb/s 4-PAM Serial Link Transceiver*
A CMOS Multi-Gb/s 4-PAM Serial Link Transceiver* March 11, 1999 Ramin Farjad-Rad Center for Integrated Systems Stanford University Stanford, CA 94305 *Funding from LSI Logic, SUN Microsystems, and Powell
More informationELEC3027 Radio Communications Background Information on Amplitude Modulation
ELEC327 Raio Communications Backgroun Information on Moulation 1 Analogue Moulation 1.1 Moulation When a Raio Frequency (RF) signal is place onto the antenna of a transmitter, it will propagate through
More informationJoint Cooperative Relaying and Jamming for Maximum Secrecy Capacity in Wireless Networks
Joint Cooperative Relaying an Jamming for Maximum Secrecy Capacity in Wireless Networks Li Wang, Chunyan Cao, Mei Song an Yu Cheng Beijing Key Laboratory of Work Safety Intelligent Monitoring School of
More informationExperimental Approach for Determining the Received Pattern of a Rascan Holographic Radar Antenna
Eperimental Approach for Determining the Receive Pattern of a Rascan Holographic Raar Antenna Masaharu Inagaki Geophysical survey epartment Walnut Lt. Tachikawa, Japan ina_mas@beige.plala.or.jp Timothy
More informationDetection of High Impedance Fault
Detection of High Impeance Fault Abstract: High impeance faults (HIFs) on transmission an istribution systems create unique problem to many power network relaying schemes. In this paper the high impeance
More informationPower Efficient Pilot Symbol Power Allocation under Time-variant Channels
Power Efficient Pilot Symbol Power Allocation uner Time-variant Channels Michal Šimko, Paulo S. R. Diniz,QiWang an Markus Rupp Institute of Telecommunications, Vienna University of Technology, Vienna,
More informationDynamic Hybrid Duplex for Rate Maximization in OFDMA. Sangmin Oh and Chae Y. Lee
Dynamic Hybri Duplex for Rate Maximization in OFDMA Sangmin Oh an Chae Y. Lee Dept. of Inustrial Engineering, KAIST, 373-1 Kusung Dong, Taeon, Korea Tel: +82-42-350-5916, FAX: +82-42-350-3110 Email: {sangmin.oh,
More informationExam questions OPTI 517. Only a calculator and a single sheet of paper, 8 X11, with formulas will be allowed during the exam.
Exam questions OPTI 517 Only a calculator an a single sheet of paper, 8 X11, with formulas will be allowe uring the exam. 1) A single optical spherical surface oes not contribute spherical aberration.
More informationConstruction of Power Efficient Routing Tree for Ad Hoc Wireless Networks using Directional Antenna
Construction of Power Efficient Routing Tree for A Hoc Wireless Networks using Directional Antenna Qing Dai an Jie Wu Department of Computer Science an Engineering Floria Atlantic University Boca Raton,
More informationASYMMETRIC MODULATION FOR COGNITIVE RADIO AND INTELLIGENT ENVIRONMENTS
ASYMMTRIC MODULATION FOR COGNITIV RADIO AND INTLLIGNT NVIRONMNTS ric. Kreb (SAIC, Chantilly, VA, USA; ekreb@ieee.org); Robert H. Morelos-Zaragoza (San Jose State University, San Jose, CA, USA, r.morelos-zaragoza@ieee.org)
More informationMODELLING OF GPS SIGNAL LARGE SCALE PROPAGATION CHARACTERISTICS IN URBAN AREAS FOR PRECISE NAVIGATION
Int. J. Elec&Electr.Eng&Telcomm. 2012 G Sateesh Kumar et al., 2012 Research Paper ISSN 2319 2518 www.ijeetc.com Vol. 1, No. 1, October 2012 2012 IJEETC. All Rights Reserve MODELLING OF GPS SIGNAL LARGE
More informationDigital Communication System
Digital Communication System Purpose: communicate information at certain rate between geographically separated locations reliably (quality) Important point: rate, quality spectral bandwidth requirement
More informationPoint-to-Point Communications
Point-to-Point Communications Key Aspects of Communication Voice Mail Tones Alphabet Signals Air Paper Media Language English/Hindi English/Hindi Outline of Point-to-Point Communication 1. Signals basic
More informationClocking Techniques (II)
Phase-Locke Loops Clocking Techniques (II) Ching-Yuan Yang National Chung-Hsing University Department of Electrical Engineering Three-stage ifferential current moe ring oscillator 0.8-m n-well CMOS process
More informationRECENTLY, the 2G standard GSM was enhanced by
274 IEEE TRANSACTIONS ON WIREESS COMMUNICATIONS, VO. 5, NO. 2, FEBRUARY 2006 The Training Sequence Coe Depenence of EDGE Receivers using Zero IF Sampling Martin Krueger, Member, IEEE, Robert Denk, an Bin
More informationAN APPLICATION OF A GENERALISED JAKES MODEL FOR MIMO CHANNELS
AN APPLICATION OF A GENERALISED JAKES MODEL FOR MIMO CHANNELS Davi B. Smith (1) (1) Faculty of Engineering (Telecommunications), University of Technology Syney PO Box 13 Broaway NS 007 Australia E-mail:
More informationPresentation Outline. Advisors: Dr. In Soo Ahn Dr. Thomas L. Stewart. Team Members: Luke Vercimak Karl Weyeneth
Bradley University Department of Electrical and Computer Engineering Senior Capstone Project Proposal December 6 th, 2005 Team Members: Luke Vercimak Karl Weyeneth Advisors: Dr. In Soo Ahn Dr. Thomas L.
More information56+ Gb/s Serial Transmission using Duobinary Signaling
56+ Gb/s Serial Transmission using Duobinary Signaling Jan De Geest Senior Staff R&D Signal Integrity Engineer, FCI Timothy De Keulenaer Doctoral Researcher, Ghent University, INTEC-IMEC Introduction Motivation
More informationAnalog Input. Current
A Continuous-Time Switche- Moulator with Reuce Loop Delay Louis Luh John Choma,Jr. Jerey Draper Electrical Engineering Information Sciences Institute University of Southern California University of Southern
More informationRCGA based PID controller with feedforward control for a heat exchanger system
Journal of the Korean Society of Marine Engineering, Vol. 1, No. pp. 11~17, 17 ISSN 223-7925 (Print) J. Korean Soc. of Marine Engineering (JKOSME) ISSN 223-8352 (Online) https://oi.org/.5916/jkosme.17.1..11
More informationEvaluation of the Proposed Signal Structure for the New Civil GPS Signal at MHz
W 99W0000034 WORKIG OTE Evaluation of the Propose Signal Structure for the ew Civil GPS Signal at 1176.45 MHz June 1999 Dr. Christopher J. Hegarty Sponsor: Feeral Aviation Aministration Contract o.: DTFA01-93-C-00001
More informationC2. Design of Digital Filters
C2. Design of Digital Filters Objectives Unerstan what is an ieal filter vs a non-ieal filter Given signal an noise specifications in the frequency omain, how to esign a igital filter; For the same problem,
More informationECEN689: Special Topics in High-Speed Links Circuits and Systems Spring 2012
ECEN689: Special Topics in High-Speed Links Circuits and Systems Spring 0 Lecture 8: RX FIR, CTLE, & DFE Equalization Sam Palermo Analog & Mixed-Signal Center Texas A&M University Announcements Exam is
More informationJoint Partial Relay Selection, Power Allocation and Cooperative Maximum Likelihood Detection for MIMO Relay Systems with Limited Feedback
Joint Partial Relay Selection, Power Allocation an Cooperative Maximum Likelihoo Detection for MIMO Relay Systems with Limite Feeback Thomas Hesketh, Rorigo C. e Lamare, Stephen Wales Department of Electronics,
More informationImplementation and Comparative analysis of Orthogonal Frequency Division Multiplexing (OFDM) Signaling Rashmi Choudhary
Implementation and Comparative analysis of Orthogonal Frequency Division Multiplexing (OFDM) Signaling Rashmi Choudhary M.Tech Scholar, ECE Department,SKIT, Jaipur, Abstract Orthogonal Frequency Division
More informationELVIS Experiment #4 Filtering
ELVIS Experiment #4 Filtering Introuction: This experiment emonstrates how circuits involving resistors an capacitors ( circuits) can be use to filter time-varying signals. In the first part of the experiment,
More informationThe effect of two realistic Radio Propagation Models for Mobile Ad hoc NETworks in Urban Area Environment Supported with stations
International Journal of Scientific & Engineering Research Volume 2, Issue 1, Oct-211 1 The effect of two realistic Raio Propagation Moels for Mobile A hoc NETworks in Urban Area Environment Supporte with
More informationPower Electronics Laboratory
THE UNERSTY OF NEW SOUTH WALES School of Electrical Engineering & Telecommunications ELEC4614 Experiment : C-C Step-up (Boost) Converter 1.0 Objectives This experiment introuces you to a step-up C-C converter
More informationIndoor Positioning Using Ultrasound and Radio Combination
Inoor Positioning Using Ultrasoun an Raio Combination Gintautas Salcius, Evalas Povilaitis, Algimantas Tacilauskas Centre of Real Time Computer Systems, Kaunas University of Technology Stuentu St. 50,
More informationORTHOGONAL frequency division multiple access
ITL JOURAL OF ELECTROICS AD TELECOMMUICATIOS, 01, VOL. 58, O. 3, PP. 61 66 Manuscript receive December 18, 011; revise February, 01. DOI: 10.478/v10177-01-0036-0 Timing Synchronization an Frequency Offset
More informationDownward Trimming of Polymer Thick Film Resistors through High Voltage Pulses
Downwar Trimming of Polymer Thick Film Resistors through High Voltage Pulses Y.Srinivasa Rao E.C.E. Department Shri Vishnu Engineering College For Women Vishnupur, Bhimavaram-540 W.G.Dt.,Ap, Inia Phone
More informationChapter 9 answers. Section 9.1. Worked example: Try yourself Heinemann Physics 12 4e APPLYING HUYGENS PRINCIPLE
Chapter 9 answers Heinemann Physics 12 4e Section 9.1 Worke example: Try yourself 9.1.1 APPLYING HUYGENS PRINCIPLE On the circular waves shown below, sketch some of the seconary wavelets on the outer wavefront
More informationETSI GS mwt 004 V1.1.1 ( )
GS mwt 004 V1.1.1 (2016-06) GROUP SPECIFICATION millimetre Wave Transmission (mwt); V-ban street level interference analysis Disclaimer The present ocument has been prouce an approve by the millimetre
More informationINTERFERENCE REJECTION PERFORMANCE AS A MEANS OF FREQUENCY OPTIMISATION IN A MIXED CELLULAR/MANET NETWORK
ITERFERECE REJECTIO PERFORMACE A A MEA OF FREQUECY OPTIMIATIO I A MIXED CELLULAR/MAET ETORK Kayonne ebley Faculty Avisor: Dr. Richar Dean Department of Electrical an Computer Engineering Morgan tate University
More informationHOW SYMMETRICAL COMPONENTS MAY HELP TO SUPPRESS VOLTAGE SENSORS IN DIRECTIONAL RELAYS FOR DISTRIBUTION NETWORKS
C E D 17 th nternational Conference on Electricity Distribution Barcelona, 12-15 May 2003 HOW SYMMETCAL COMPONENTS MAY HELP TO SUPPESS VOLTAGE SENSOS N DECTONAL ELAYS FO DSTBUTON NETWOKS Xavier LE PVET
More informationUniversity of Huddersfield Repository
University of Huersfiel Repository Towsyfyan, Hossein, Hassin, Osama, Gu, Fengshou an Ball, Anrew Characterization of Acoustic Emissions from Mechanical Seals for Fault Detection Original Citation Towsyfyan,
More informationROC Analysis of BLM Detector in AF Relays Based Cooperative Wireless Networks Omar GATERA 1, Ahmet Hamdi KAYRAN 1 and Haci ILHAN 2
6 International Conference on Sustainable Energy, Environment an Information Engineering (SEEIE 6) ISBN: 978--6595-337-3 ROC Analys of BLM Detector in AF Relays Base Cooperative Wireless Networks Omar
More informationOn Time-of-Arrival Estimation in NB-IoT Systems
On Time-of-Arrival Estimation in NB-IoT Systems Sha Hu, Xuhong Li, an Frerik Rusek Department of Electrical an Information Technology, Lun University, Lun, Sween {firstname.lastname}@eit.lth.se arxiv:7.383v
More informationResource Allocation for Cooperative Transmission in Wireless Networks with Orthogonal Users
Resource Allocation for Cooperative Transmission in Wireless Networks with Orthogonal Users D. Richar Brown III Electrical an Computer Engineering Department Worcester Polytechnic Institute Worcester,
More informationAn Oversampled Filter Bank Multicarrier System for Cognitive Radio
An Oversample Filter Ban ulticarrier System for Cognitive Raio Qiwei Zhang, Anre B.J. Koeler an Gerar J.. Smit Department of Electrical Engineering, athematics an Computer Science University of wente,
More informationLocalization of Phase-to-Phase Faults on a Medium Voltage Feeder with Distributed Generation
Localization of Phase-to-Phase Faults on a Meium Voltage Feeer with Distribute Generation Jorun rene Marvik, Hans Kristian Høialen, Astri Petterteig Abstract This paper presents a localization proceure
More informationPrincipal Component Analysis-Based Compensation for Measurement Errors Due to Mechanical Misalignments in PCB Testing
Principal Component Analysis-Base Compensation for Measurement Errors Due to Mechanical Misalignments in PCB Testing Xin He 1, Yashwant Malaiya 2, Anura P. Jayasumana 1 Kenneth P. Parker 3 an Stephen Hir
More informationIN GENERAL, an optical network can consist of a
1 Geometric Capacity Provisioning for Wavelength-Switche WDM Networks Li-Wei Chen, Eytan Moiano Abstract In this paper, we use an asymptotic analysis similar to the sphere-packing argument in the proof
More information6.976 High Speed Communication Circuits and Systems Lecture 21 MSK Modulation and Clock and Data Recovery Circuits
6.976 High Speed Communication Circuits and Systems Lecture 21 MSK Modulation and Clock and Data Recovery Circuits Michael Perrott Massachusetts Institute of Technology Copyright 2003 by Michael H. Perrott
More informationCapacity Gain from Transmitter and Receiver Cooperation
Capacity Gain from Transmitter an Receiver Cooperation Chris T. K. Ng an Anrea J. Golsmith Dept. of Electrical Engineering Stanfor University, Stanfor, CA 90 Email: ngctk, anrea}@wsl.stanfor.eu arxiv:cs/00800v1
More informationFPGA SerDes Capability as Switch mode PA Modulator
ISSC 2014 / CIICT 2014, Limerick, June 26-27 FPGA SerDes Capability as Switch mode PA Modulator Keith Finnerty, John Dooley, Ronan Farrell Callan Institute, Electronic Engineering, NUI Maynooth Maynooth,
More informationSingle- and Double-View Digital Holographic Diagnostics for Sprays
ILASS Americas, 1 st Annual Conference on Liqui Atomization an Spray Systems, Orlano, Floria, May 18-1 008 Single- an Double-View Digital Holographic Diagnostics for Sprays D. S. Olinger, J. Lee, A. Osta,
More informationReplanning of Optical Networks based on Defragmentation Techniques
Replanning of Optical Networks base on Defragmentation Techniques Daniela Aguiar Moniz aniela.moniz@tecnico.ulisboa.pt Instituto Superior Técnico, Lisboa, Portugal November 2015 Abstract The traffic growth
More informationInternational Journal of Emerging Technologies in Computational and Applied Sciences(IJETCAS)
International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research) International Journal of Emerging Technologies in Computational
More informationA 4 th Order Continuous-Time ΔΣ ADC with VCO-Based Integrator and Quantizer
A 4 th Orer Continuous-Time ΔΣ ADC with VCO-Base Integrator an Quantizer ISSCC 2009, Session 9.5 Matt Park 1, Michael H. Perrott 2 1 Massachusetts Institute of Technology, Cambrige, MA USA 2 SiTime Corporation,
More informationxdsl Modulation Techniques
NEXTEP Broadband White Paper xdsl Modulation Techniques Methods of achieving spectrum-efficient modulation for high quality transmissions. A Nextep Broadband White Paper May 2001 Broadband Networks Group
More informationDescribing Function Analysis of the Voltage Source Resonant Inverter with Pulse Amplitude Modulation
Volume 48, Number 3, 007 3 Describing Function Analysis of the Voltage Source Resonant nverter with Pulse Amplitue Moulation Anrás KELEMEN, Nimró KUTAS Abstract: Pulse amplitue moulation (PAM is a wiely
More informationJitter in Digital Communication Systems, Part 1
Application Note: HFAN-4.0.3 Rev.; 04/08 Jitter in Digital Communication Systems, Part [Some parts of this application note first appeared in Electronic Engineering Times on August 27, 200, Issue 8.] AVAILABLE
More informationMLS based Distributed, Bearing, Range and Posture Estimation for Schools of Submersibles
ISER 6, Brazil (authors manuscript o not istribute) base Distribute, Bearing, Range an Posture Estimation for Schools of Submersibles Navina Kottege & Uwe R. Zimmer Research School of Information Sciences
More informationDesign and Implementation of OFDM System and Reduction of Inter-Carrier Interference at Different Variance
Design and Implementation of OFDM System and Reduction of Inter-Carrier Interference at Different Variance Gaurav Verma 1, Navneet Singh 2 1 Research Scholar, JCDMCOE, Sirsa, Haryana, India 2 Assistance
More informationSECONDARY TRANSMISSION POWER OF COGNITIVE RADIOS FOR DYNAMIC SPECTRUM ACCESS
SECONDARY TRANSMISSION POWER OF COGNITIVE RADIOS FOR DYNAMIC SPECTRUM ACCESS Xiaohua Li 1 1 Department of ECE State University of New York at Binghamton Binghamton, NY 139, USA {xli,jhwu1}@binghamton.eu
More informationReal Time Jitter Analysis
Real Time Jitter Analysis Agenda ı Background on jitter measurements Definition Measurement types: parametric, graphical ı Jitter noise floor ı Statistical analysis of jitter Jitter structure Jitter PDF
More informationDesign and Implementation of High-Speed CMOS Clock and Data Recovery Circuit for Optical Interconnection Applications. Seong-Jun Song. Dec.
MS Thesis esign and Implementation of High-Speed CMOS Clock and ata Recovery Circuit for Optical Interconnection Applications Seong-Jun Song ec. 20, 2002 oratory, epartment of Electrical Engineering and
More informationCache-Aided Content Delivery in Fog-RAN Systems with Topological Information and no CSI
Cache-Aie Content Delivery in Fog-RAN Systems with Topological Information an no CSI Wei-Ting Chang, Ravi Tanon, Osvalo Simeone Abstract In this work, we consier a Fog Raio Access Network (F-RAN) system
More informationOFDM Transceiver using Verilog Proposal
OFDM Transceiver using Verilog Proposal PAUL PETHSOMVONG ZACH ASAL DEPARTMENT OF ELECTRICAL ENGINEERING BRADLEY UNIVERSITY PEORIA, ILLINOIS NOVEMBER 21, 2013 1 Project Outline Orthogonal Frequency Division
More informationPerformance of Wideband Mobile Channel with Perfect Synchronism BPSK vs QPSK DS-CDMA
Performance of Wideband Mobile Channel with Perfect Synchronism BPSK vs QPSK DS-CDMA By Hamed D. AlSharari College of Engineering, Aljouf University, Sakaka, Aljouf 2014, Kingdom of Saudi Arabia, hamed_100@hotmail.com
More informationChannelized Digital Receivers for Impulse Radio
Channelized Digital Receivers for Impulse Radio Won Namgoong Department of Electrical Engineering University of Southern California Los Angeles CA 989-56 USA ABSTRACT Critical to the design of a digital
More informationDesignCon Analysis of Crosstalk Effects on Jitter in Transceivers. Daniel Chow, Altera Corporation
DesignCon 2008 Analysis of Crosstalk Effects on Jitter in Transceivers Daniel Chow, Altera Corporation dchow@altera.com Abstract As data rates increase, crosstalk becomes an increasingly important issue.
More informationApplication of Vector Fitting to High Frequency Transformer Modeling
Application of Vector Fitting to High Frequenc Transformer Moeling Bjørn Gustavsen SINTEF Energ Research, N-76 Tronheim, Norwa (e-mail: bjorn.gustavsen@sintef.no) Abstract This paper escribes a proceure
More informationBER Comparison of DCT-based OFDM and FFT-based OFDM using BPSK Modulation over AWGN and Multipath Rayleigh Fading Channel
BER Comparison of DCT-based and FFT-based using BPSK Modulation over AWGN and Multipath Rayleigh Channel Lalchandra Patidar Department of Electronics and Communication Engineering, MIT Mandsaur (M.P.)-458001,
More informationChannel Estimation in Multipath fading Environment using Combined Equalizer and Diversity Techniques
International Journal of Scientific & Engineering Research Volume3, Issue 1, January 2012 1 Channel Estimation in Multipath fading Environment using Combined Equalizer and Diversity Techniques Deepmala
More informationWireless Event-driven Networked Predictive Control Over Internet
UKACC International Conference on Control 22 Cariff, UK, 3-5 September 22 Wireless Event-riven Networke Preictive Control Over Internet Wenshan Hu, Hong Zhou, an Qijun Deng Abstract In networke control
More informationElimination of Harmonics and Dc Voltage Fluctuations Due to Non Linear Loads using Hysteresis Controlled Active Power Filter
Elimination of Harmonics an Dc Voltage Fluctuations Due to Non Linear Loas using Hysteresis Controlle Active Power Filter J Venkatesh M Tech stuent Department of EEE AVANTHI S St. Theresa College of Engineering
More informationMulti-carrier Modulation and OFDM
3/28/2 Multi-carrier Modulation and OFDM Prof. Luiz DaSilva dasilval@tcd.ie +353 896-366 Multi-carrier systems: basic idea Typical mobile radio channel is a fading channel that is flat or frequency selective
More informationJitter analysis with the R&S RTO oscilloscope
Jitter analysis with the R&S RTO oscilloscope Jitter can significantly impair digital systems and must therefore be analyzed and characterized in detail. The R&S RTO oscilloscope in combination with the
More informationStatic Voltage Over-scaling and Dynamic Voltage Variation Tolerance with Replica Circuits and Time Redundancy in Reconfigurable Devices
Static Voltage Over-scaling an Dynamic Voltage Variation Tolerance with Replica Circuits an Time Reunancy in Reconfigurable Devices Dawoo Alnajjar, Masanori Hashimoto, Takao Onoye Dept. of Information
More informationWind sculpture. Cable 2. Cable 1. Sculpture
Win sculpture Your frien, an artist, has been thinking about an interesting way to isplay a new win sculpture she has just create. In orer to create an aural as well as visual effect, she woul like to
More informationCombining filters and self-interference cancellation for mixer-first receivers in Full Duplex and Frequency-Division Duplex transceiver systems
Combining filters and self-interference cancellation for mixer-first receivers in Full Duplex and Frequency-Division Duplex transceiver systems Gert-Jan Groot Wassink, bachelor student Electrical Engineering
More informationCourse 2: Channels 1 1
Course 2: Channels 1 1 "You see, wire telegraph is a kind of a very, very long cat. You pull his tail in New York and his head is meowing in Los Angeles. Do you understand this? And radio operates exactly
More informationTo learn fundamentals of high speed I/O link equalization techniques.
1 ECEN 720 High-Speed Links: Circuits and Systems Lab5 Equalization Circuits Objective To learn fundamentals of high speed I/O link equalization techniques. Introduction An ideal cable could propagate
More information