Digitally Demodulating Binary Phase Shift Keyed Data Signals

Size: px
Start display at page:

Download "Digitally Demodulating Binary Phase Shift Keyed Data Signals"

Transcription

1 Digitally Demodulating Binary Phase Shift Keyed Signals Cornelis J. Kikkert, Craig Blakburn Eletrial and Computer Engineering James Cook University Townsville, Qld, Australia, Abstrat This paper desribes the realisation of a differential BPSK demodulator using a high speed ADC, an EPLD and an EPROM. By inorporating both I and Q data in the demodulation proess, a signifiant improvement in performane is obtained. Computer simulation shows the Bit Error Rate (BER) performane versus Reeived Carrier to Noise Ratio (CNR) is virtually idential to the theoretial performane of a differential phase shift keyed (DPSK) detetor. This paper also desribes the realisation of the speial PLL required, to reover the data lok. This PLL uses an EPLD, a DAC, a onventional loop filter and a onventional VCO. 1. Introdution The transmission of data from the GMS weather satellite is a BPSK signal, at a arrier frequeny of GHz with a 66 kbit/se data rate. Beause of the > db free spae loss of the transmitted signal, the reeived CNR is only a few db above the minimum value required to demodulate the data with aeptable error rates. To reeive these signals, a low ost BPSK demodulator is required, whih an aurately demodulate BPSK signals at these low arrier to noise ratios. The reeption of Binary Phase Shift Keyed (BPSK) signals has traditionally been diffiult. The arrier has either a degree or a 18 degree phase shift depending on the data and the arrier amplitude is zero during the data transitions. As a result, a onventional Phase Loked Loop (PLL) demodulator annot be used. Differential detetion of BPSK signals is easy in theory, but diffiult in pratie. A Costas Loop [1] or a Phase Loked Loop (PLL) with speial phase detetors[], an be used to reover the arrier. That arrier is then used to synhronously demodulate the reeived signal. From theory, synhronous demodulation of BPSK data gives the best BER performane. In pratie a Costas Loop will only perform aurately at a high Carrier to Noise Ratio (CNR). At a low CNR the loop will tend to loose lok. The BPSK demodulator desribed here remains loked under noisy onditions. The new BPSK demodulator uses digital tehnology, resulting in a lower prodution ost and simpler hardware than the Costas Loop.. Pratial BPSK demodulator BSPK Input Delay of One Bit Communiation texts [3] suggest the use of differential phase detetion, based on the blok diagram of figure 1. However these texts do not mention the strit synhronisation requirements. If the input waveform is a arrier: X(t) = Sin(ω t) The delayed signal will be: Y(t) = Sin (ω t + θ) Eqn. 1a Eqn. 1b where θ is the phase shift of the delayed waveform with respet to the present waveform. The output from the multiplier will then be: Sin( ω t + θ ) dt = Sin ( θ ) Sin( θ ) 1 1 = [1 Cos(ω t)] θ ) Sin(ω t) θ ) For a typial BPSK system, there are many arrier yles per data period. For ideal operation θ is or 18 and then the seond term an be ignored, leaving a DC omponent plus a large ripple..1 Realisation Over One Bit Figure 1. Differential BPSK demodulator. The signal at the multiplier output in Figure 1 and shown in equation must be used as the input for the data lok reovery iruitry. This large ripple auses problems, with the stability of the lok reovery hardware. Using In-Phase (I) and Quadrature (Q) omponents as shown in Figure, removes most of the ripple. The Analogue to Digital Converter (ADC) digitises the input arrier waveform of equation 1a. The digital delay line then delays this waveform by one data bit. The signals at the tapping points 1 and 16 then orrespond to those that are multiplied in figure 1. The delay line is loked Demodulated Eqn.

2 1. Input ADC EPLD Delay Line 17 bit long, 8 wide Ripple I Out I Ripple Figure. New BPSK demodulator. with the sampling lok that is also used for the ADC. The sampling frequeny is hosen suh that one sampling period delay orresponds to 9 phase shift of the arrier waveform. If a sine waveform is present at tapping point 1, then a osine waveform is present at tapping point. The signals at tapping points 1 and 16 will thus be In- Phase (I) omponents and those at tapping points and 17 will thus be Quadrature (Q) omponents. At the adder in figure, the following waveform will thus be present: X(t) = Sin(ω t) Sin(ω t+θ)+cos((ω t+φ) Cos(ω t+θ+φ) Eqn. 4. Where θ is the phase shift of the arrier over one data bit period, inluding the BPSK modulation and φ is the variation from the 9 phase shift. In pratie φ will be zero, and θ will be either or 18 depending on the BPSK data. The resulting waveform at the adder will thus be either: X(t) = Sin (ω t) + Cos (ω t) = 1 or X(t) =- Sin (ω t) - Cos (ω t) = -1 Eqn. 5. depending on the value of the BPSK data. Note that the ripple at ω has been removed ompletely. The resulting waveforms are shown in Figure 3. By alulating the variation of θ and φ resulting from the BPSK arrier frequeny and the sampling frequeny being not orretly related, the tolerane of this BPSK demodulator an be plotted as shown in figure 4. Using both the I and Q tapping points, doubles the output signal and results in a minimal ripple. For an IF frequeny shift of 5% of the data rate, the ripple is less than 1% and the data output is more than 7% of the ideal output voltage. For hardware realisation of the BPSK demodulator, one an thus have a frequeny shift of 5% Amplitude I Q I I + Q Q Time Figure 3. Demodulator Waveforms % 5% 1% 15% % 5% 3% 35% 4% 45% 5% of 66 khz, or ±165 khz of the MHz BPSK arrier for a 3 db drop in output. This frequeny stability requirement is quite feasible, even for down onversion from a GHz satellite signal. By adding two more multipliers and an adder to the blok diagram of Figure, the tehnique an be extended to demodulate QPSK signals as well, as shown in Figure 5. A phase loked loop (PLL) is required to reover the 66 khz data lok. The 1.56 MHz sampling frequeny for the ADC and delay line is 16 times the 66 khz data lok and is produed by this same PLL.. Hardware Frequeny Error wrt Frequeny Figure 4. Frequeny Tolerane of BPSK demodulator. 1 EPLD Delay Line 17 bit long, 8 wide Figure 5. QPSK Demodulator. Deision Logi An 8 bit ADC is used as this has been demonstrated by omputer simulation to give a satisfatory performane. The delay line is thus 17 bit long and 8 bit wide. This requires 136 flip-flops and is programmed into a Lattie isplsi13 EPLD. The multipliers shown in figure need to be able to multiply two 8 bit numbers inside the 94.7 ns period of the 1.56 MHz sampling lok. This is ahieved by using a 51 kbyte EPROM as a look-up table. The 16 EPROM data inputs are formed by the two 8 bit inputs to be multiplied. Sine the multiplied I data is the same as the multiplied Q data one lok pulse later, only one EPROM is required if the EPLD is used to store and delay the multiplied value for one lok period. Q I

3 The whole blok diagram shown in figure is thus realised using two low ost EPLDs, one EPROM a low ost ADC and a low ost DAC. Figure 6 shows the resulting hardware. The left board is the BPSK demodulator and the right board is the Phase Loked loop desribed later. Figure 7 shows the binary input data, the BPSK data and the demodulated output obtained with this hardware. The top trae is the binary data, the seond trae is the differentially enoded signal, whih is then modulated with a arrier. The bottom trae is the demodulated output. The system performs very well, even under noisy signal onditions. Figure 6. BPSK Demodulator Harware. in Differential data BPSK 1.E+ Baseband Simulated 1.E-1 Baseband Theoretial IF Simulated 1.E- BER A seond isplsi13 EPLD is used to add the I and Q multiplier outputs and to perform the integrate and dump data detetion using an adder for the integrator. The added I and Q multiplier output is the raw digital data output required for the data synhronisation PLL. This signal is turned into an analogue signal using a Digital to Analogue onverter (DAC), the output of whih is then filtered to provide some smoothing. This filtered raw demodulated data is then used as referene input to a PLL, to reover the 66 khz lok and hene the 1.56 MHz sampling lok. 1.E-3 1.E-4 1.E-5 1.E Eb/No Figure 8. Frequeny Tolerane of BPSK Demodulator..3 Error performane Sine the system has to operate under poor Carrier to Noise onditions, the performane of the system under noisy onditions must be investigated. Figure 8 shows the error performane obtained from a omputer simulation of the system, desribed above. There is an exellent agreement between the theoretial results [3] for the ideal differential deoder and the omputer simulation of the atual system. The alulated error performane for an IF simulation, inorporating the hardware filters used in the simulation, shows a slight degradation in the error performane due to more noise being passed by the non-ideal IF filter. The bandwidth of the IF filter indiated, is that of an ideal filter with the same total noise output. The noise spetral density (N) indiated in Figure 8 is the total noise, obtained from the omputer simulation, divided by this bandwidth. The simulated performane of the system at a BER less than 1-4 has a larger error tolerane, as a very large omputer simulation is required in order to have suffiient errors for the results to be statistially valid. In the omputer simulation, the effets of the finite length and width of the EPLD delay line and the realisation of the multipliers using EPROMs was inluded. A slightly worse, but satisfatory performane was obtained, even with a 4 bit wide delay line and multipliers. For 4 bit wide multipliers, both multipliers an be inluded in one EPROM. The adder of Figure an then also be inluded in the EPROM as part of the look-up table, reduing the ost even further. Sine the ost of the 8 bit wide realisation is small, and there is an improvement in performane, an 8 bit wide realisation is used in the hardware. 3. Phase Loked Loop 3.1 Phase Detetion out Figure 7. Frequeny Tolerane of BPSK Demodulator. The demodulator requires that the ADC and Digital Delay line lok frequeny is exatly 16 times the data rate. A PLL is required to reover the data lok and generate the 1.56 MHz ADC sampling frequeny. To minimise hardware prodution osts, a omplete digital realisation of this phase detetor is required.

4 Clok This will our 5% of the time on average, whih is suffiient to keep the PLL phase loked. Sine the analogue Phase Detetor is produed by a DAC, no drift ours in-between Phase Detetor updates Period/Phase 64 Phase Det O/P Figure 9. Waveforms for Phase/Frequeny Detetor. The binary data has a time between zero rossings that varies in multiples of µs. Sine the zero rossings do not our every data bit, a onventional phase detetor annot be used. One of the authors [4] has developed an analogue phase detetor, whih is suitable for this appliation. This phase detetor will however only lok if the free running frequeny of the PLL is very lose to the 66 khz data rate. That annot always be guaranteed. To ensure reliable operation of the reeiver system, frequeny detetion is required to ensure that the PLL always loks. Figure 9 shows the waveforms used in the Phase/Frequeny detetor developed for the Clok reovery. The Clok is the 66 khz data lok, whih is derived from a MHz voltage ontrolled osillator (VCO) by dividing by 18. The data signal is the raw binary data, obtained by digital to analogue onversion and filtering of the adder output of Figure (). At a transition of the data, a Phase and Period is set to zero. The MHz VCO inrements that ounter and its output ramps up as shown. When the falling edge of the Clok ours, the ontent of this ounter is lathed and transferred to the Phase Detetor. This Phase Detetor is onverted to an analogue voltage, the filtered value of whih ontrols the VCO. If more than one ones or zeros are being transmitted in suession, there will not be a seond transition µs after the first one and the ounter simply keeps ramping up until the maximum ount of 19 is obtained, where the ounter limits. If this happens, the Phase & Period ontents are not transferred to the Phase Detetor. The next data transition will then reset the Phase and Period bak to zero. The phase detetor will thus only produe a phase output when two transitions in the data are produed µs apart. 3. Frequeny detetion The time interval between zero rossings of the data is obtained from the Phase and Period ounter shown in Figure 9 and is a measure of the frequeny differene between the input data and the VCO. The ounter ontains the data period, just before the ounter is set to zero. For the hardware desribed here, the data period should be 18 lok pulses of the MHz VCO. The ounter ontents an thus be used as a frequeny indiation and used to provide frequeny loking. Sine on average one quarter of the number of data bits have transitions µs apart, the VCO frequeny is ontrolled often enough to ensure proper loking of the VCO. Figure 1 shows the resulting blok diagram of the PLL. The output of the frequeny ontrol ounter and the phase detetor output are added in the orret proportions to provide the input to a DAC, whih provides the analogue voltage of the VCO after filtering. For the hardware realisation the Phase detetor produes 18 different levels for a 36 range of operation. In order to produe a good overlap between the frequeny detetor and the phase detetor, the frequeny step size is 64 times larger than the phase step size. The MHz VCO has a 1 MHz tuning range. Sine a 16 bit DAC is onneted to this ontrol ounter, eah ounter step is thus 15 Hz, whih is well within the frequeny tolerane required as shown in Figure 4. The Phase Frequeny detetor and the VCO frequeny dividers an be realised using one EPLD. The right hand board shown in figure 6 ontains the Phase/Frequeny detetor, VCO and loop filter. The seond EPLD on that board is for further proessing of the reeived data. 3.3 Stability This phase/ frequeny detetor has some interesting stability problems. If we onsider the phase detetor only, the gain of the analogue iruit and the orner frequeny 66 kbps Clok 66 khz Phase & Period Period Phase Detetor Threshold Detetion 8 Bit Adder 15 Bit Frequeny Control 16 Bit Lath Divide by 16 DAC Loop Filter Divide by 8 VCO MHz 1.56 MHz Figure 1.Phase/Frequeny Detetor and PLL Blok Diagram.

5 of the RC filter used at the output of the DAC are arefully ontrolled to ensure the orret damping fator and natural frequeny of the PLL. Sine digital hardware of 8 bit preision in some parts and 16 bit preision in other parts is used, a slightly onservative damping fator needs to be used in the design, to result in a stable system. The PLL loks easily with the phase detetor only. As expeted, the lok-in range is however limited.. When the frequeny detetor is used by itself, the resulting Frequeny Loked Loop works very well and quikly adjusts the frequeny of the VCO to within 66kHz of the required frequeny, when the frequeny ontrol stops providing further frequeny orretion. This is a oarse frequeny ontrol. Using nonlinear tehniques, whih are beyond the sope of this paper, the phase detetor provides a fine frequeny orretion,whih ensures that the PLL aquires lok. The EPLDs an simply be reporgrammed on-board to hange the phase and frequeny detetor to different onfigurations during development. The use of EPLDs is thus very onvenient for the development of new systems like this. When the phase detetor and frequeny detetor are ombined, there an be an interation between them, whih together with the finite preision used in the digital hardware, an ause instability. This instability manifests itself as small amplitude limit yles. These limit yles an be removed using areful design of the phase/ frequeny detetor parameters and areful seletion of the loop filter parameters. In order to be able to selet the orret phase/frequeny detetor parameters and the orret loop filter, the PLL inluding all its nonlinear and quantisation effets needs to be simulated using MATLAB or an Exel spreadsheet. Figure 11 shows the transient phase error response obtained from this Exel simulation of the Phase/Frequeny detetor. The transient inludes a 5 MHz initial frequeny error, to permit the operation of both the frequeny and phase detetor to be demonstrated and to show that the PLL will lok regardless of the initial onditions. Three operating regions an learly be seen. The first part up to.35 ms onsists of region where the frequeny error is large and frequeny orretions are made every µs measurement interval shown in Figure 9. The seond region is from.35 ms to.88 ms where the phase detetor is ontrolling the frequeny ounter to ensure that the PLL aquires lok. During this time the operate at the exat frequeny. The third region from.88 ms onwards shows the PLL in lok. For a 5 MHz initial frequeny error, the PLL loks within 1 ms. Figure 1 shows the eye diagram and the reovered data lok. It an be seen that the PLL loks aurately. The reovered data lok is used to drive the timing for the integrate and dump filter in the BPSK phase detetor, thus ensuring that the transmitted data is reovered with the maximum likelihood and the minimum error. 4. Conlusion A BPSK detetor and its assoiated Clok reovery iruitry is realised using low ost digital hardware. The BPSK detetor performs well and loks reliably to the data, even in high noise onditions. A novel type of Phase/ Frequeny detetor is presented, whih ensures a reliable lok reovery of random binary data using predominantly digital hardware. This reovered data lok permits the reovery of the reeived data using an integrate and dump filter, thus ensuring the optimum detetion of the BPSK data. 5. Referenes Phase Error (degrees) Figure 1. BPSK Demodulator Eye Diagram Time (ms) Figure 11. PLL Phase Error for 5 MHz Frequeny Step. [1] Costas, J. P. Synhronous ommuniations proeedings of the IRE, Vol 47 pp 58-68, [] Piper B. and Kikkert C. J. The hardware design for the reeption of GMS SVISSR Weather Satellite Signals. Workshop on Appliations of Radio Siene, Canberra, June [3] Roden, M. R. Digital Communiation System Design, Book, Prentie Hall, [4] Kikkert C. J. Appendix 1 of D. A. Puknell, Fundamentals of Digital Logi Design: with VLSI Ciruit Appliations, Book, Prentie Hall, 199.

Objectives. Presentation Outline. Digital Modulation Lecture 04

Objectives. Presentation Outline. Digital Modulation Lecture 04 Digital Modulation Leture 04 Filters Digital Modulation Tehniques Rihard Harris Objetives To be able to disuss the purpose of filtering and determine the properties of well known filters. You will be able

More information

EE140 Introduction to Communication Systems Lecture 7

EE140 Introduction to Communication Systems Lecture 7 3/4/08 EE40 Introdution to Communiation Systems Leture 7 Instrutor: Prof. Xiliang Luo ShanghaiTeh University, Spring 08 Arhiteture of a (Digital) Communiation System Transmitter Soure A/D onverter Soure

More information

Figure 4.11: Double conversion FM receiver

Figure 4.11: Double conversion FM receiver 74 4.8 FM Reeivers FM reeivers, like their AM ounterparts, are superheterodyne reeivers. Figure 4.11 shows a simplified blok diagram for a double onversion superheterodyne FM reeiver Figure 4.11: Double

More information

ENSC327 Communications Systems 4. Double Sideband Modulation. Jie Liang School of Engineering Science Simon Fraser University

ENSC327 Communications Systems 4. Double Sideband Modulation. Jie Liang School of Engineering Science Simon Fraser University ENSC327 Communiations Systems 4. Double Sideband Modulation Jie Liang Shool of Engineering Siene Simon Fraser University 1 Outline DSB: Modulator Spetrum Coherent Demodulator: Three methods Quadrature-arrier

More information

ENSC327 Communications Systems 4. Double Sideband Modulation. School of Engineering Science Simon Fraser University

ENSC327 Communications Systems 4. Double Sideband Modulation. School of Engineering Science Simon Fraser University ENSC327 Communiations Systems 4. Double Sideband Modulation Shool of Engineering Siene Simon Fraser University 1 Outline Required Bakground DSB: Modulator Spetrum Coherent Demodulator: Three methods Quadrature-arrier

More information

Introduction to Analog And Digital Communications

Introduction to Analog And Digital Communications Introdution to Analog And Digital Communiations Seond Edition Simon Haykin, Mihael Moher Chapter 9 Noise in Analog Communiations 9.1 Noise in Communiation Systems 9. Signal-to-Noise Ratios 9.3 Band-Pass

More information

Metrol. Meas. Syst., Vol. XVIII (2011), No. 2, pp METROLOGY AND MEASUREMENT SYSTEMS. Index , ISSN

Metrol. Meas. Syst., Vol. XVIII (2011), No. 2, pp METROLOGY AND MEASUREMENT SYSTEMS. Index , ISSN METROLOGY AND MEASUREMENT SYSTEMS Index 330930, ISSN 0860-8229 www.metrology.pg.gda.pl DAC TESTING USING MODULATED SIGNALS Pavel Fexa, Josef Vedral, Jakub Svatoš CTU Prague, Faulty of Eletrial Engineering

More information

Chapter 3 Amplitude Modulation. Wireless Information Transmission System Lab. Institute of Communications Engineering National Sun Yat-sen University

Chapter 3 Amplitude Modulation. Wireless Information Transmission System Lab. Institute of Communications Engineering National Sun Yat-sen University Chapter 3 Amplitude Modulation Wireless Information Transmission System Lab. Institute of Communiations Engineering National Sun Yat-sen University Outline 3.1 Introdution 3.2 Amplitude Modulation 3.3

More information

CHAPTER 3 BER EVALUATION OF IEEE COMPLIANT WSN

CHAPTER 3 BER EVALUATION OF IEEE COMPLIANT WSN CHAPTER 3 EVALUATIO OF IEEE 8.5.4 COMPLIAT WS 3. OVERVIEW Appliations of Wireless Sensor etworks (WSs) require long system lifetime, and effiient energy usage ([75], [76], [7]). Moreover, appliations an

More information

Generating 4-Level and Multitone FSK Using a Quadrature Modulator

Generating 4-Level and Multitone FSK Using a Quadrature Modulator Generating 4-Level and Multitone FSK Using a Quadrature Modulator Page 1 of 9 Generating 4-Level and Multitone FSK Using a Quadrature Modulator by In a reent olumn (lik on the Arhives botton at the top

More information

Module 5 Carrier Modulation. Version 2 ECE IIT, Kharagpur

Module 5 Carrier Modulation. Version 2 ECE IIT, Kharagpur Module 5 Carrier Modulation Version ECE II, Kharagpur Lesson 5 Quaternary Phase Shift Keying (QPSK) Modulation Version ECE II, Kharagpur After reading this lesson, you will learn about Quaternary Phase

More information

TELE3013 Mid-session QUIZ 1

TELE3013 Mid-session QUIZ 1 TELE3013 Mid-session QUIZ 1 Week 7 10 th April, 2006 Name: Student No: Instrutions to Candidates (1) Time allowed: 90 minutes or so (2) Answer all questions. Total Marks = 90. (3) Marks are as indiated.

More information

6. Amplitude Modulation

6. Amplitude Modulation 6. Amplitude Modulation Modulation is a proess by whih some parameter of a arrier signal is varied in aordane with a message signal. The message signal is alled a modulating signal. Definitions A bandpass

More information

Analog Transmission of Digital Data: ASK, FSK, PSK, QAM

Analog Transmission of Digital Data: ASK, FSK, PSK, QAM Analog Transmission of Digital Data: ASK, FSK, PSK, QAM Required reading: Forouzan 5. Garia 3.7 CSE 33, Fall 6 Instrutor: N. Vlaji Why Do We Need Digital-to-Analog Conversion?! ) The transmission medium

More information

AMPLITUDE MODULATION AND DEMODULATION

AMPLITUDE MODULATION AND DEMODULATION Modulation is a tehnique to transit inforation via radio arrier wavefor. It is a non-linear proess that generates additional frequenies, as we will see. Aplitude Modulation (AM) works by varying the aplitude

More information

A 24 GHz Band FM-CW Radar System for Detecting Closed Multiple Targets with Small Displacement

A 24 GHz Band FM-CW Radar System for Detecting Closed Multiple Targets with Small Displacement A 24 GHz Band FM-CW Radar System for Deteting Closed Multiple Targets with Small Displaement Kazuhiro Yamaguhi, Mitsumasa Saito, Takuya Akiyama, Tomohiro Kobayashi and Hideaki Matsue Tokyo University of

More information

EKT358 Communication Systems

EKT358 Communication Systems EKT358 Communiation Systems Chapter 2 Amplitude Modulation Topis Covered in Chapter 2 2-1: AM Conepts 2-2: Modulation Index and Perentage of Modulation 2-3: Sidebands and the Frequeny Domain 2-4: Single-Sideband

More information

Abstract. 1. Introduction. 2. Fading

Abstract. 1. Introduction. 2. Fading An Interative Simulation for Flat Fading P.Marihamy*, J.Senthilkumar and V.Vijayarangan ECE Dept., National Engineering College Kovilpatti -68 503, India. * Nizwa College of Tehnology, Sultanate of Oman

More information

Average Current Mode Interleaved PFC Control

Average Current Mode Interleaved PFC Control Freesale Semiondutor, n. oument Number: AN557 Appliation Note ev. 0, 0/06 Average Current Mode nterleaved PFC Control heory of operation and the Control oops design By: Petr Frgal. ntrodution Power Fator

More information

EE (082) Chapter IV: Angle Modulation Lecture 21 Dr. Wajih Abu-Al-Saud

EE (082) Chapter IV: Angle Modulation Lecture 21 Dr. Wajih Abu-Al-Saud EE 70- (08) Chapter IV: Angle Modulation Leture Dr. Wajih Abu-Al-Saud Effet of Non Linearity on AM and FM signals Sometimes, the modulated signal after transmission gets distorted due to non linearities

More information

BPSK so that we have a discrete set of RF signals. t)cos(

BPSK so that we have a discrete set of RF signals. t)cos( BPSK. BPSK Introdution Reall that the most general modulation has the form s( t) a( t)os[ t ( t)]. We remared earlier that phase modulation was not an effetive way to implement analog ommuniation, one

More information

ANALOG COMMUNICATION (9)

ANALOG COMMUNICATION (9) 11/5/013 DEARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING ANALOG COMMUNICATION (9) Fall 013 Original slides by Yrd. Doç. Dr. Burak Kellei Modified by Yrd. Doç. Dr. Didem Kivan Tureli OUTLINE Noise in Analog

More information

Chapter 3 Digital Transmission Fundamentals

Chapter 3 Digital Transmission Fundamentals Chapter 3 Digital Transmission Fundamentals Modems and Digital Modulation CSE 33, Winter Instrutor: Foroohar Foroozan Modulation of Digital Data Modulation of Digital Data Modulation proess of onverting

More information

Considerations and Challenges in Real Time Locating Systems Design

Considerations and Challenges in Real Time Locating Systems Design Considerations and Challenges in Real Time Loating Systems Design Dr. Brian Gaffney DeaWave Ltd. Email: brian.gaffney@deawave.om Abstrat Real Time Loating Systems (RTLS) are a ombination of hardware and

More information

An Acquisition Method Using a Code-Orthogonalizing Filter in UWB-IR Multiple Access

An Acquisition Method Using a Code-Orthogonalizing Filter in UWB-IR Multiple Access 6 IEEE Ninth International Symposium on Spread Spetrum Tehniques and Appliations An Aquisition Method Using a Code-Orthogonalizing Filter in UWB-IR Multiple Aess Shin ihi TACHIKAWA Nagaoka University of

More information

RF Link Budget Calculator Manual

RF Link Budget Calculator Manual RF Link Budget Calulator Manual Author Ivo van Ling for www.vanling.net Software Release RF Link Distane Calulator, Version 1.00, Dated 4 January 2010 Manual Version 1.00 Date 19-01-2010 Page: 1(8) Contents

More information

A Study on The Performance of Multiple-beam Antenna Satellite Receiving System Dezhi Li, Bo Zeng, Qun Wu*

A Study on The Performance of Multiple-beam Antenna Satellite Receiving System Dezhi Li, Bo Zeng, Qun Wu* 16 nd International Conferene on Mehanial, Eletroni and Information Tehnology Engineering (ICMITE 16) ISBN: 978-1-6595-34-3 A Study on The Performane of Multiple-beam Antenna Satellite Reeiving System

More information

Design and Performance of a 24 GHz Band FM-CW Radar System and Its Application

Design and Performance of a 24 GHz Band FM-CW Radar System and Its Application Frequeny Design and Performane of a 24 GHz Band FM-CW Radar System and Its Appliation Kazuhiro Yamaguhi, Mitsumasa Saito, Kohei Miyasaka and Hideaki Matsue Tokyo University of Siene, Suwa CQ-S net In.,

More information

Dr. Md. Farhad Hossain Associate Professor Department of EEE, BUET

Dr. Md. Farhad Hossain Associate Professor Department of EEE, BUET EEE 309 Communiation Theory Semester: January 06 Dr. Md. Farhad Hossain Assoiate Proessor Department o EEE, BUET Email: marhadhossain@eee.buet.a.bd Oie: ECE 33, ECE Building Part 03-3 Single-sideband Suppressed

More information

A Quadrature Downconversion Autocorrelation Receiver Architecture for UWB

A Quadrature Downconversion Autocorrelation Receiver Architecture for UWB A Quadrature Downonversion Autoorrelation Reeiver Arhiteture for UWB Simon Lee, Sumit Bagga, Wouter A. Serdijn Eletronis Researh Laboratory, Faulty of Eletrial Engineering, Mathematis and Computer Siene

More information

CHAPTER-8 Spread Spectrum Modulation Introduction: Problem of radio transmission Solution Firstly Secondly

CHAPTER-8 Spread Spectrum Modulation Introduction: Problem of radio transmission Solution Firstly Secondly CHAPER-8 Spread Spetrum Modulation Introdution: Initially developed for military appliations during II world war, that was less sensitive to intentional interferene or jamming y third parties. Spread spetrum

More information

ELEC 350 Communications Theory and Systems: I. Analog Signal Transmission and Reception. ELEC 350 Fall

ELEC 350 Communications Theory and Systems: I. Analog Signal Transmission and Reception. ELEC 350 Fall ELEC 350 Communiations Theory and Systems: I Analog Signal Transmission and Reeption ELEC 350 Fall 2007 1 ELEC 350 Fall 2007 2 Analog Modulation A large number o signals are analog speeh musi video These

More information

GPS RECEIVER PERFORMANCE TEST AT ROA

GPS RECEIVER PERFORMANCE TEST AT ROA GPS RECEIVER PERFORMANCE TEST AT ROA Hetor Esteban, Juan Palaio, Franiso Javier Galindo, and Jorge Garate Real Instituto y Observatorio de la Armada 00 San Fernando, Spain E-mail: hesteban@roa.es Abstrat

More information

Incompatibility Of Trellis-Based NonCoherent SOQPSK Demodulators For Use In FEC Applications. Erik Perrins

Incompatibility Of Trellis-Based NonCoherent SOQPSK Demodulators For Use In FEC Applications. Erik Perrins AFFTC-PA-12071 Inompatibility Of Trellis-Based NonCoherent SOQPSK Demodulators For Use In FEC Appliations A F F T C Erik Perrins AIR FORCE FLIGHT TEST CENTER EDWARDS AFB, CA 12 MARCH 2012 Approved for

More information

Capacitor Voltage Control in a Cascaded Multilevel Inverter as a Static Var Generator

Capacitor Voltage Control in a Cascaded Multilevel Inverter as a Static Var Generator Capaitor Voltage Control in a Casaded Multilevel Inverter as a Stati Var Generator M. Li,J.N.Chiasson,L.M.Tolbert The University of Tennessee, ECE Department, Knoxville, USA Abstrat The widespread use

More information

A NOVEL 10 GHZ SUPER-HETERODYNE BIO-RADAR SYSTEM BASED ON A FREQUENCY MULTIPLIER AND PHASE-LOCKED LOOP

A NOVEL 10 GHZ SUPER-HETERODYNE BIO-RADAR SYSTEM BASED ON A FREQUENCY MULTIPLIER AND PHASE-LOCKED LOOP Progress In Eletromagnetis Researh C, Vol. 19, 149 162, 2011 A NOVEL 10 GHZ SUPER-HETERODYNE BIO-RADAR SYSTEM BASED ON A FREQUENCY MULTIPLIER AND PHASE-LOCKED LOOP S.-S. Myoung, Y.-J. An, and J.-G. Yook

More information

Key-Words: - Software defined radio, Walsh Hadamard codes, Lattice filter, Matched filter, Autoregressive model, Gauss-Markov process.

Key-Words: - Software defined radio, Walsh Hadamard codes, Lattice filter, Matched filter, Autoregressive model, Gauss-Markov process. G Suhitra, M L Valarmathi A Novel method of Walsh-Hadamard Code Generation using Reonfigurable Lattie filter and its appliation in DS-CDMA system GSUCHITRA, MLVALARMATHI Department of ECE, Department of

More information

Coherent Detection Method with Compensation at Transmitter in Time Division Duplex System

Coherent Detection Method with Compensation at Transmitter in Time Division Duplex System Coherent Detetion Method with Compensation at Transmitter in Time Division Duplex System Young An Kim 1, Choong Seon Hong 1 1 Department o Eletronis and Inormation, Kyung Hee University, 1 Seoheon, Giheung,

More information

Texas Instruments Analog Design Contest

Texas Instruments Analog Design Contest Texas Instruments Analog Design Contest Oregon State University Group 23 DL Paul Filithkin, Kevin Kemper, Mohsen Nasroullahi 1. Written desription of the projet Imagine a situation where a roboti limb

More information

Calculating the input-output dynamic characteristics. Analyzing dynamic systems and designing controllers.

Calculating the input-output dynamic characteristics. Analyzing dynamic systems and designing controllers. CHAPTER : REVIEW OF FREQUENCY DOMAIN ANALYSIS The long-term response of a proess is nown as the frequeny response whih is obtained from the response of a omplex-domain transfer funtion. The frequeny response

More information

Prediction Method for Channel Quality Indicator in LEO mobile Satellite Communications

Prediction Method for Channel Quality Indicator in LEO mobile Satellite Communications Predition Method for Channel Quality Indiator in LEO mobile Satellite Communiations Yadan Zheng *, Mingke Dong *, Wei Zheng *, Ye Jin *, Jianjun Wu * * Institution of Advaned Communiations, Peking University,

More information

Effect of orientation and size of silicon single crystal to Electro-Ultrasonic Spectroscopy

Effect of orientation and size of silicon single crystal to Electro-Ultrasonic Spectroscopy Effet of orientation and size of silion single rystal to Eletro-Ultrasoni Spetrosopy Mingu KANG 1, Byeong-Eog JUN 1, Young H. KIM 1 1 Korea Siene Aademy of KAIST, Korea Phone: +8 51 606 19, Fax: +8 51

More information

Parallel Interference Cancellation in Multicarrier DS-CDMA Systems

Parallel Interference Cancellation in Multicarrier DS-CDMA Systems N Parallel Interferene Canellation in ultiarrier D-CD ystems K. R. hankar kumar and. Chokalingam Department of ECE Indian Institute of iene Bangalore 50012 INDI bstrat In this paper we present and analyze

More information

Movement Detection Using a Modified FMCW Waveform and GNU Radio

Movement Detection Using a Modified FMCW Waveform and GNU Radio Movement Detetion Using a Modified FMCW Waveform and GNU Radio Ali Bazzi, Majd Ghareeb, Mohammad Raad and Samih Abdul-Nabi Shool of Engineering, Computer and Communiation Department Lebanese International

More information

DSP First Lab 05: FM Synthesis for Musical Instruments - Bells and Clarinets

DSP First Lab 05: FM Synthesis for Musical Instruments - Bells and Clarinets DSP First Lab 05: FM Synthesis for Musial Instruments - Bells and Clarinets Pre-Lab and Warm-Up: You should read at least the Pre-Lab and Warm-up setions of this lab assignment and go over all exerises

More information

Interpreting CDMA Mobile Phone Testing Requirements

Interpreting CDMA Mobile Phone Testing Requirements Appliation Note 54 nterpreting CDMA Mobile Phone Testing Requirements Most people who are not intimately familiar with the protool involved with S-95A & J- STD-008 (CDMA) phones will enounter some onfusion

More information

Copyright Blind Selected Mapping Techniques for Space-Time Block Coded Filtered Single-Carrier Signals

Copyright Blind Selected Mapping Techniques for Space-Time Block Coded Filtered Single-Carrier Signals Blind Seleted Mapping Tehniques for Spae-Time Blok Coded Filtered Single-Carrier Signals IEEE VTS AWCS 6 6 August 6 @ Tokyo, Japan Amnart Boonkaay Fumiyuki Adahi Wireless Signal roessing Researh Group

More information

Considering Capacitive Component in the Current of the CSCT Compensator

Considering Capacitive Component in the Current of the CSCT Compensator Proeedings of the World Congress on Engineering and Computer Siene 8 WCECS 8, Otober - 4, 8, San Franiso, SA Considering Capaitive Component in the Current of the CSCT Compensator Mohammad Tavakoli Bina,

More information

Fatih University Electrical and Electronics Engineering Department EEE Communications I EXPERIMENT 4 AM DEMODULATORS

Fatih University Electrical and Electronics Engineering Department EEE Communications I EXPERIMENT 4 AM DEMODULATORS Fatih University Eletrial and Eletronis Engineering Departent EEE 316 - Couniations I EXPERIMENT 4 AM DEMODULATORS 4.1 OBJECTIVES 1. Understanding the priniple of aplitude odulation and deodulation.. Ipleenting

More information

DVB-S2 inner receiver design for broadcasting mode

DVB-S2 inner receiver design for broadcasting mode 28 Yang et al. / J Zhejiang Univ Si A 27 8(1):28-35 Journal of Zhejiang University SCIENCE A ISSN 19-395 (Print); ISSN 1862-1775 (Online) www.zju.edu.n/jzus; www.springerlink.om E-mail: jzus@zju.edu.n

More information

A Dual-Threshold ATI-SAR Approach for Detecting Slow Moving Targets

A Dual-Threshold ATI-SAR Approach for Detecting Slow Moving Targets A Dual-Threshold ATI-SAR Approah for Deteting Slow Moving Targets Yuhong Zhang, Ph. D., Stiefvater Consultants Abdelhak Hajjari, Ph. D. Researh Assoiates for Defense Conversion In. Kyungjung Kim, Ph. D.,

More information

Performance of Random Contention PRMA: A Protocol for Fixed Wireless Access

Performance of Random Contention PRMA: A Protocol for Fixed Wireless Access Int. J. Communiations, Network and System Sienes, 2011, 4, 417-423 doi:10.4236/ijns.2011.47049 Published Online July 2011 (http://www.sirp.org/journal/ijns) Performane of Random Contention PRMA: A Protool

More information

GPS RECEIVER PERFORMANCE TEST AT ROA

GPS RECEIVER PERFORMANCE TEST AT ROA GPS RECEIVER PERFORMANCE TEST AT ROA Hetor Esteban, Juan Palaio, Franiso Javier Galindo, and Jorge Garate Real Instituto y Observatorio de la Armada 00 San Fernando, Spain E-mail: hesteban@roa.es Abstrat

More information

Location Fingerprint Positioning Based on Interval-valued Data FCM Algorithm

Location Fingerprint Positioning Based on Interval-valued Data FCM Algorithm Available online at www.sienediret.om Physis Proedia 5 (01 ) 1939 1946 01 International Conferene on Solid State Devies and Materials Siene Loation Fingerprint Positioning Based on Interval-valued Data

More information

Micro-Piezoelectric Head Technology of Color Inkjet Printer

Micro-Piezoelectric Head Technology of Color Inkjet Printer DPP2: International Conferene on Digital Prodution Printing and Industrial Appliations Miro-Piezoeletri Head Tehnology of Color Inkjet Printer Takao Mimura & Shinri Sakai SEIKO EPSON Corporation Shiojiri-shi,

More information

Lecture 22: Digital Transmission Fundamentals

Lecture 22: Digital Transmission Fundamentals EE 400: Communiation Networks (0) Ref: A. Leon Garia and I. Widjaja, Communiation Networks, 2 nd Ed. MGraw Hill, 2006 Latest update of this leture was on 30 200 Leture 22: Digital Transmission Fundamentals

More information

Outline : Wireless Networks Lecture 6: Physical Layer Coding and Modulation 1. Basic Modulation Techniques. From Signals to Packets.

Outline : Wireless Networks Lecture 6: Physical Layer Coding and Modulation 1. Basic Modulation Techniques. From Signals to Packets. Outline 18-759 : Wireless Networks Leure 6: Physial Layer Coding and Modulation 1 Peter Steenkiste Departments of Computer Siene and Elerial and Computer Engineering Spring Semester 2016 http://www.s.mu.edu/~prs/wirelesss16/

More information

APPLICATION OF OFDM TECHNIQUE TO UNDERWATER ACOUSTIC DATA TRANSMISSION 1

APPLICATION OF OFDM TECHNIQUE TO UNDERWATER ACOUSTIC DATA TRANSMISSION 1 PPLICTION OF OFDM TECHNIQUE TO UNDERWTER COUTIC DT TRNMIION 1 IWON KOCH K, HENRYK LOT Gdansk University of Tehnology 11/12, G. Narutowiza t., 80-233 Gda sk, Poland ia.kohanska@gmail.om; hlas@eti.pg.gda.pl

More information

Effect of Pulse Shaping on Autocorrelation Function of Barker and Frank Phase Codes

Effect of Pulse Shaping on Autocorrelation Function of Barker and Frank Phase Codes Columbia International Publishing Journal of Advaned Eletrial and Computer Engineering Researh Artile Effet of Pulse Shaping on Autoorrelation Funtion of Barker and Frank Phase Codes Praveen Ranganath

More information

A New Broadband Microstrip-to-SIW Transition Using Parallel HMSIW

A New Broadband Microstrip-to-SIW Transition Using Parallel HMSIW JOURNAL OF ELECTROMAGNETIC ENGINEERING AND SCIENCE, VOL. 12, NO. 2, 171~175, JUN. 2012 http://dx.doi.org/10.5515/jkiees.2012.12.2.171 ISSN 2234-8395 (Online) ISSN 2234-8409 (Print) A New Broadband Mirostrip-to-

More information

Reliability measure for sound source localization

Reliability measure for sound source localization Reliability measure for sound soure loalization Hyejeong Jeon 1a), Seungil im 1, Lag-Yong im 1, Hee-Youn Lee 1, and Hyunsoo Yoon 2 1 Information Tehnology Laboratory, LG Eletronis Institute of Tehnology,

More information

Communication Systems, 5e

Communication Systems, 5e Communiation Systems, 5e Chapter 7: Analog Communiation Systems A. Brue Carlson Paul B. Crilly 010 The Mraw-Hill Companies Chapter 7: Analog Communiation Systems Reeiver blok diagram design Image requeny

More information

EXPLORATIONS IN COMMUNICATION SYSTEMS USING A VIRTUAL TOOLKIT

EXPLORATIONS IN COMMUNICATION SYSTEMS USING A VIRTUAL TOOLKIT EXPLORATIONS IN COMMUNICATION SYSTEMS USING A VIRTUAL TOOLKIT Murat Tanyel Dordt College Session 2320 Abstrat A typial ommuniation systems ourse is rih with proesses that are best desribed by blok diagrams.

More information

Transmission Adaptation for Broadband Wireless MIMO-OFDM Systems with Limited Feedback

Transmission Adaptation for Broadband Wireless MIMO-OFDM Systems with Limited Feedback Transmission Adaptation for Broadband Wireless MIMO-OFDM Systems with Limited Feedba Harri Pennanen and Jouo Leinonen Centre for Wireless Communiations P.O. Box 4500, 90014 University of Oulu, Finland

More information

ACTIVE VIBRATION CONTROL OF AN INTERMEDIATE MASS: VIBRATION ISOLATION IN SHIPS

ACTIVE VIBRATION CONTROL OF AN INTERMEDIATE MASS: VIBRATION ISOLATION IN SHIPS ACTIVE VIBRATION CONTROL OF AN INTERMEDIATE MASS: VIBRATION ISOLATION IN SHIPS Xun Li, Ben S. Cazzolato and Colin H. Hansen Shool of Mehanial Engineering, University of Adelaide Adelaide SA 5005, Australia.

More information

Serial PN Acquisition Using Smart Antenna and Censored Mean Level CFAR Adaptive Thresholding for a DS/CDMA Mobile Communication

Serial PN Acquisition Using Smart Antenna and Censored Mean Level CFAR Adaptive Thresholding for a DS/CDMA Mobile Communication 01 IEEE 14th International Conferene on High Performane Computing and Communiations Serial PN Aquisition Using Smart Antenna and Censored Mean Level CFAR Adaptive Thresholding for a DS/CDMA Mobile Communiation

More information

Introductory Notions

Introductory Notions Introdutory Notions - he blok diagram of a transmission link, whih onveys information by means of eletromagneti signals, is depited in the figure below. Message Signal aqusition blok Information ransmitter

More information

Nested Codes with Multiple Interpretations

Nested Codes with Multiple Interpretations Nested Codes with Multiple Interpretations Lei Xiao, Thomas E. Fuja, Jörg Kliewer, Daniel J. Costello, Jr. Department of Eletrial Engineering University of Notre Dame, Notre Dame, IN 46556, US Email: {lxiao,

More information

Detecting Moving Targets in SAR Via Keystoning and Phase Interferometry

Detecting Moving Targets in SAR Via Keystoning and Phase Interferometry 5 The MITRE Corporation. All rights reserved. Approved for Publi Release; Distribution Unlimited. Deteting Moving Targets in SAR Via Keystoning and Phase Interferometry Dr. P. K. Sanyal, Dr. D. M. Zasada,

More information

Journal of Communications Vol. 12, No. 6, June 2017

Journal of Communications Vol. 12, No. 6, June 2017 Journal of ommuniations Vol., o. 6, June 7 Performane Analysis of FSO ommuniation Systems with Higher-Order Spatial Diversity Shemes Using BPSK- S over Log-ormal Atmospheri urbulene hannels Okikiade A.

More information

Distributed Beamforming for Information Transfer in Sensor Networks

Distributed Beamforming for Information Transfer in Sensor Networks Distributed Beamforming for Information Transfer in Sensor etworks G. Barria Dept. of Eletrial and Computer Engineering University of California Santa Barbara, CA 936, USA barria@engineering. usb.edu R.

More information

Research on Blanket Jamming to Beidou Navigation Signals Based on BOC Modulation

Research on Blanket Jamming to Beidou Navigation Signals Based on BOC Modulation Int. J. Communiations, Network and System Sienes, 6, 9, 35-44 Published Online May 6 in SiRes. http://www.sirp.org/ournal/ins http://dx.doi.org/.436/ins.6.95 Researh on Blanket Jamming to Beidou Navigation

More information

2011 IEEE. Reprinted, with permission, from David Dorrell, Design and comparison of 11 kv multilevel voltage source converters for local grid based

2011 IEEE. Reprinted, with permission, from David Dorrell, Design and comparison of 11 kv multilevel voltage source converters for local grid based 2 IEEE. Reprinted, with permission, from David Dorrell, Design and omparison of k multilevel voltage soure onverters for loal grid based renewable energy systems. IECON 2-37th Annual Conferene on IEEE

More information

DESIGN AND PERFORMANCE ANALYSIS OF BAND PASS IIR FILTER FOR SONAR APPLICATION

DESIGN AND PERFORMANCE ANALYSIS OF BAND PASS IIR FILTER FOR SONAR APPLICATION International Journal of Emerging Tehnologies and Engineering (IJETE) ISSN: 238 8 ICRTIET-21 Conferene Proeeding, 3 th -31 st August 21 11 DESIGN AND PERFORMANCE ANALYSIS OF BAND PASS IIR FILTER FOR SONAR

More information

Multilevel PWM Waveform Decomposition and Phase-Shifted Carrier Technique

Multilevel PWM Waveform Decomposition and Phase-Shifted Carrier Technique Multilevel PWM Waveform Deomposition and Phase-Shifted Carrier Tehnique R. Naderi* and A. Rahmati* Abstrat: Multilevel PWM waveforms an be deomposed into several multilevel PWM omponents. Phase-shifted

More information

Complete optical isolation created by indirect interband photonic transitions

Complete optical isolation created by indirect interband photonic transitions Corretion notie Complete optial isolation reated by indiret interband photoni transitions Zongfu Yu and Shanhui Fan Nature Photonis 4, 9 94 (009). In the version of this Supplementary Information originally

More information

Journal of Communications Vol. 12, No. 7, July 2017

Journal of Communications Vol. 12, No. 7, July 2017 Journal of ommuniations Vol., o. 7, July 7 Performane Analysis of FSO ommuniation Systems with Higher-Order Spatial Diversity Shemes Using BPSK- S over Log-ormal Atmospheri urbulene hannels Okikiade A.

More information

EFFICIENT IIR NOTCH FILTER DESIGN VIA MULTIRATE FILTERING TARGETED AT HARMONIC DISTURBANCE REJECTION

EFFICIENT IIR NOTCH FILTER DESIGN VIA MULTIRATE FILTERING TARGETED AT HARMONIC DISTURBANCE REJECTION EFFICIENT IIR NOTCH FILTER DESIGN VIA MULTIRATE FILTERING TARGETED AT HARMONIC DISTURBANCE REJECTION Control Systems Tehnology group Tehnishe Universiteit Eindhoven Eindhoven, The Netherlands Dennis Bruijnen,

More information

Multiplication/Modulation Property For Continuous-Time.

Multiplication/Modulation Property For Continuous-Time. Multipliation/Modulation Property For Continuous-Time. X( X(j) y(=(.( Y(j)=[C(j) X(j)]/2π )] ( )* ( [ 2 ) ( ). (. π j X j C t t T F X ( C(j) + = = = θ θ θ θ θ π d Xj j C jw Y ) ( ) ( 2 ) ( Multipliation/Modulation

More information

8A.6 SINGLE-SCAN RADAR REFRACTIVITY RETRIEVAL: THEORY AND SIMULATIONS

8A.6 SINGLE-SCAN RADAR REFRACTIVITY RETRIEVAL: THEORY AND SIMULATIONS 8A.6 SINGLE-SCAN RADAR REFRACTIVITY RETRIEVAL: THEORY AND SIMULATIONS B. L. Cheong 1, and R. D. Palmer 1,2 1 Atmospheri Radar Researh Center, The University of Oklahoma, Norman, U.S.A. 2 Shool of Meteorology,

More information

Sensor Network with Data Transfer over Power Supply Wires

Sensor Network with Data Transfer over Power Supply Wires Sensor Network with Data Transfer over Power Supply Wires Vašek V., Dolinay J. and Dostálek P. Abstrat This artile desribes system whih allows reating sensor networks where sensors ommuniate with a entral

More information

Advanced PID Controller Synthesis using Multiscale Control Scheme

Advanced PID Controller Synthesis using Multiscale Control Scheme Advaned PID Controller Synthesis using Multisale Control Sheme Bejay Ugon a,*, Jobrun Nandong a, and Zhuquan Zang b a Department of Chemial Engineering, Curtin University, 989 Miri, Sarawak, Malaysia b

More information

Acoustic Transmissions for Wireless Communications and Power Supply in Biomedical Devices

Acoustic Transmissions for Wireless Communications and Power Supply in Biomedical Devices roeedings of th International ongress on Aoustis, IA 1 3-7 August 1, Sydney, Australia Aousti Transmissions for Wireless ommuniations and ower Supply in Biomedial Devies Graham Wild and Steven Hinkley

More information

Auditory Processing of Speech: The COG Effect. Student Researcher: Daniel E. Hack. Advisor: Dr. Ashok Krishnamurthy

Auditory Processing of Speech: The COG Effect. Student Researcher: Daniel E. Hack. Advisor: Dr. Ashok Krishnamurthy Auditory Proessing of Speeh: The COG Effet Student Researher: Daniel E. Hak Advisor: Dr. Ashok Krishnamurthy The Ohio State University Department of Eletrial and Computer Engineering Abstrat The COG effet

More information

Design and Implementation of a 2-GHz Low-Power CMOS Receiver for WCDMA Applications

Design and Implementation of a 2-GHz Low-Power CMOS Receiver for WCDMA Applications Design and Implementation of a 2-GHz Low-Power CMOS Reeiver for WCDMA Appliations Dennis Yee, David Sobel, Chinh Doan, Brian Limketkai, Johan Vanderhaegen, and Robert Brodersen Berkeley Wireless Researh

More information

A Digitally Controlled Oscillator for ADPLL Application. Wu Xiulong, Wang Faniu, Lin Zhiting, and Chen Junning

A Digitally Controlled Oscillator for ADPLL Application. Wu Xiulong, Wang Faniu, Lin Zhiting, and Chen Junning pplied Mehanis and Materials Online: 22--29 ISSN: 662-7482, Vols. 229-23, pp 55-58 doi:.428/www.sientifi.net/mm.229-23.55 22 Trans Teh ubliations, Switzerland Digitally Controlled Osillator for DLL ppliation

More information

A Fundamental Limit on Antenna Gain for Electrically Small Antennas

A Fundamental Limit on Antenna Gain for Electrically Small Antennas I 8 Sarnoff Symposium A Fundamental Limit on Antenna ain for letrially Small Antennas Andrew J. Compston, James D. Fluhler, and ans. Shantz Abstrat A fundamental limit on an antenna s gain is derived and

More information

ESE-2019 PRELIMS TEST SERIES Date: 7 th October, 2018 ANSWERS. 67. (d) 68. (b) 69. (d) 70. (c) 71. (b) 72. (b) 73. (a) 74. (b) 75. (a) 76.

ESE-2019 PRELIMS TEST SERIES Date: 7 th October, 2018 ANSWERS. 67. (d) 68. (b) 69. (d) 70. (c) 71. (b) 72. (b) 73. (a) 74. (b) 75. (a) 76. ESE-9 PRELIMS TEST SERIES Date: 7 th Otober, 8 NSWERS. (). (a) 45. () 67. (d) 89. (d). (d). (b). (b) 4. (d) 46. (a) 68. (b) 9. (). (b) 4. (b). () 5. (a) 47. (b) 69. (d) 9. (b). (b) 5. (b) 4. (d) 6. ()

More information

Lecture 4: Amplitude Modulation (Double Sideband Suppressed Carrier, DSB-SC) Dr. Mohammed Hawa

Lecture 4: Amplitude Modulation (Double Sideband Suppressed Carrier, DSB-SC) Dr. Mohammed Hawa Leture 4: Amplitude Modulation (Double Sideband Suppressed Carrier, DSB-SC) Dr. Mohammed Hawa Eletrial Engineering Department University of Jordan EE421: Communiations I Notation 2 1 Three Modulation Types

More information

Lecture Notes On Analogue Communication Techniques(Module 1 & 2) Topics Covered: 1. Spectral Analysis of Signals 2. Amplitude Modulation Techniques

Lecture Notes On Analogue Communication Techniques(Module 1 & 2) Topics Covered: 1. Spectral Analysis of Signals 2. Amplitude Modulation Techniques Leture Notes On Analogue Communiation Tehniques(Module 1 & ) Topis Covered: 1. Spetral Analysis of Signals. Amplitude Modulation Tehniques 3. Angle Modulation 4. Mathematial Representation of Noise 5.

More information

III. DESIGN OF CIRCUIT COMPONENTS

III. DESIGN OF CIRCUIT COMPONENTS ISSN: 77-3754 ISO 900:008 ertified Volume, Issue 5, November 0 Design and Analysis of a MOS 0.7V ow Noise Amplifier for GPS Band Najeemulla Baig, handu DS, 3 Satyanarayana hanagala, 4 B.Satish,3 Assoiate

More information

Layered Space-Time Codes for Wireless Communications Using Multiple Transmit Antennas

Layered Space-Time Codes for Wireless Communications Using Multiple Transmit Antennas Layered Spae-Time Codes for Wireless Communiations Using Multiple Transmit Antennas Da-shan Shiu and Joseph M. Kahn University of California at Bereley Abstrat Multiple-antenna systems provide very high

More information

Second Edition Simon Haykin, Michael Moher

Second Edition Simon Haykin, Michael Moher Introdution to Analog And Digital Communiations Seond Edition Simon Haykin, Mihael Moher Chapter 6 Baseband Delta Transmission 6. Baseband Transmission o Digital Data 6.2 The Intersymbol Intererene Problem

More information

An Adaptive Distance-Based Location Update Algorithm for PCS Networks

An Adaptive Distance-Based Location Update Algorithm for PCS Networks An Adaptive Distane-Based Loation Update Algorithm for PCS Networks Abstrat - In this paper, we propose a stohasti model to ompute the optimal update boundary for the distane-based loation update algorithm.

More information

ANALYSIS OF THE IONOSPHERIC INFLUENCE ON SIGNAL PROPAGATION AND TRACKING OF BINARY OFFSET CARRIER (BOC) SIGNALS FOR GALILEO AND GPS

ANALYSIS OF THE IONOSPHERIC INFLUENCE ON SIGNAL PROPAGATION AND TRACKING OF BINARY OFFSET CARRIER (BOC) SIGNALS FOR GALILEO AND GPS ANALYSIS OF THE IONOSPHERIC INFLUENCE ON SIGNAL PROPAGATION AND TRACKING OF BINARY OFFSET CARRIER (BOC) SIGNALS FOR GALILEO AND GPS Thomas Pany (1), Bernd Eissfeller (2), Jón Winkel (3) (1) University

More information

Parameters of the radio channels that affect digital signal transmissions Propagation Environment Attenuation Index, γ

Parameters of the radio channels that affect digital signal transmissions Propagation Environment Attenuation Index, γ Parameters of the radio hannels that affet digital signal transmissions 1.Free spae attenuation - the signal undergoes an average attenuation that depends on the length of the path and signal s frequeny

More information

Dispersion and Dispersion Slope Compensation of an Optical Delay Line Filter (DLF) based on Mach-Zehnder Interferometers

Dispersion and Dispersion Slope Compensation of an Optical Delay Line Filter (DLF) based on Mach-Zehnder Interferometers Dispersion and Dispersion Slope Compensation of an Optial Delay Line Filter (DLF) based on Mah-Zehnder Interferometers P.Pavithra 1, K.Karthika 2 1,2 Department of Eletronis and Communiation Engineering,

More information

Finite-States Model Predictive Control with Increased Prediction Horizon for a 7-Level Cascade H-Bridge Multilevel STATCOM

Finite-States Model Predictive Control with Increased Prediction Horizon for a 7-Level Cascade H-Bridge Multilevel STATCOM Proeedings of The 2th World Multi-Conferene on Systemis, Cybernetis and Informatis (WMSCI 216) Finite-States Model Preditive Control with Inreased Predition Horizon for a 7-Level Casade H-Bridge Multilevel

More information

EDGE AND LAPLACE BASED RESTORATION OF HAZY IMAGES

EDGE AND LAPLACE BASED RESTORATION OF HAZY IMAGES www.ijrar.om INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATIONS AND ROBOTICS ISSN 2320-7345 EDGE AND LAPLACE BASED RESTORATION OF HAZY IMAGES 1 Priya Singh Patel, 2 Prof. Manisha Rathore Abstrat:

More information

Voltage Scalable Switched Capacitor DC-DC Converter for Ultra-Low-Power On-Chip Applications

Voltage Scalable Switched Capacitor DC-DC Converter for Ultra-Low-Power On-Chip Applications Voltage Salable Swithed Capaitor DC-DC Converter for Ultra-ow-Power On-Chip Appliations Yogesh K. amadass and Anantha P. Chandrakasan Mirosystems Tehnology aboratory Massahusetts Institute of Tehnology

More information