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

Size: px
Start display at page:

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

Transcription

1 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 FAF Munih, Institute of Geodesy and Navigation, Neubiberg, Germany. (2) As (1) above, but (3) IfEN GmbH, Alte Gruber Str. 6, 85588, Poing, Germany. INTRODUCTION The next generation European satellite based navigation system Galileo will make use of binary offset arrier (BOC) signals for preise pseudo range determination in addition to binary phase shift keying signals urrently used by the GPS [3]. The main harateristi of this innovative BOC signal struture for satellite navigation systems is that the signal power is not onentrated around the arrier frequeny. The main power is loated in two main lobes to the left and right of the arrier frequeny, whose separation is given by twie the subarrier frequeny. While this feature has many advantages, the dispersive harater of the ionosphere may distort the signal signifiantly if the main lobes separation beomes large. We investigate the influene of a homogenous ionosphere, haraterized only by the total eletron ontent (TEC) value, on the deformation of the navigation signal autoorrelation funtion and on its delay (resp. advane). We will show that the influene is almost insignifiant (despite the delay) if realisti values for the TEC are hosen. Only the standard formula for the ionospheri arrier phase advane shall be modified if the arrier phase of a BOC signal is traked. THE BOC SIGNAL BOC modulations are haraterised by two parameters: subarrier frequeny and spreading ode rate, denoted by BOC(f s, f ), where f s is the subarrier frequeny and the ode rate is f. Both values are in MHz. Aording to the Galileo Signal Task Fore, the European system might use a BOC(14,2) signal at E2-L1-E1 ( MHz) whih has its main lobes of the power spetral density at E2 and E1 to have a spetral separation from the GPS signals at L1 ( MHz) [3]. We investigate only the BOC(14,2) signal, beause this signal has the highest subarrier frequeny and onsequently the deformation of the autoorrelation funtion and the orretion to the standard ionospheri delay formula are highest. Our results an be easily generalized to all other BOC signals. The E2-L1-E1 BOC(14,2) signal s(t) whih might be emitted from the Galileo satellites is part of the Publi Regulated Servie and is desribed as s( t) = k p( tf k) with p( φ) = ret( φ)sign(sin(2πφf s / f ))os(2πφf / f ) k =. (1) For the arrier frequeny f we use MHz, for the ode rate f we use MHz and for the subarrier frequeny f s MHz [3]. The time is denoted as t. The ode sequene is k and it should be noted that its atual values are of no importane for this investigation as well as a possible Doppler shift due to the motion of the satellite and/or the reeiver. Also the amplitude of the signal, resp. its signal to noise ratio has no influene on the results. The funtion ret represents a retangular pulse of unit amplitude and duration. Bandpass filtering of the signal within the satellite to keep the power spetral density within the alloated frequeny band is not inluded in (1). However, it will be inluded in the navigation reeiver frontend (f. Fig. 1). The signal s(t) is a onvolution of the ode sequene k with the waveform of a single hip p(φ). Therefore it is suffiient to onsider the ionospheri influene on p(φ) only. This simplifies the alulations sine p(φ) is different from 0 only if 0<φ<1. IONOSPHERIC ADVANCE/DELAY AND DISPERSION The influene of the ionosphere on the signal will be analyzed via a disrete Fourier transform. Therefore we write

2 N /2 k 1 pt ( f) = exp(2 π it f) p ( f) with f = and t = ( j 1) t. (2) j j k k k j k= N/2+ 1 N t We hoose N = and t = ns to ahieve a proper resolution of the Fourier transform of the single hip funtion p ( f k ). The emitted signal propagates through the ionosphere whih is onsidered to be homogeneous. Thus the total effet of the ionosphere on the signal is determined by the TEC along the signal propagation path. Sintillation effets, diffration or ray bending are not onsidered here. It is well known that the ionosphere advanes the sinusoidal waves by 40.3 TEC/f 2 m [4]. We neglet higher order effets f -n, n>2 whih ause an advane below a few m [4]. Thus the Fourier transform of the single hip funtion after propagation through the ionosphere p has the form 2π 40.3TEC p ( fk) = p ( fk)exp( ii( fk)) with I( fk) = (3) f and the signal as a funtion of ode phase (resp. time) an be obtained via the inverse disrete Fourier transform. The onstant is the speed of light. The ionospheri advane funtion I(f) has to fulfil ertain symmetry properties whih, however, shall not be disussed here. To analyze the ionospheri dispersion we rewrite the advane funtion as 2π 40.3TEC 1 fk f 1 1 fk f I( fk ) = (4) f f fk f f The three terms in the main parenthesis of (4) will be disussed in the following. The first term is onstant and is a simple multipliation of the whole signal. The seond term is linear in the frequeny f k and auses a onstant group delay of the signal, independent of the frequeny. This is the delay whih is usually referred to as the ionospheri delay. For a high TEC value of m -2 the group delay is about 16 m. The third term (the parenthesis within the main parenthesis) is nearly quadrati in (f k -f ) and distorts the shape of the single hip funtion. Its influene beomes larger the wider the signal spetrum is. SIMULATION OF THE NAVIGATION RECEIVER FRONTEND The single hip funtion p is fed into a Matlab/Simulink simulation of a reeiver frontend. The frontend onverts the real-valued signal from f to the intermediate frequeny (IF) and is shown in Fig. 1. Note that we use an IF of 0 MHz. The inoming signal is bandpass filtered by a finite impulse response filter of order 1024 and multiplied by the omplex nominal arrier with the frequeny of f. The output of the multiplier is lowpass filtered and the resulting omplex signal p IF is stored for further proessing. For two exemplary TEC values the output is shown in Fig. 2. It should be noted that from the single hip funtion output of the frontend the entire reeived navigation signal at the IF level an be reonstruted by onvoluting it with the ode sequene. CODE TRACKING, THE S-FUNCTION We determine the ionospheri delay (plus the reeiver hardware delay) by evaluating the orrelation funtion R( φ) = pif ( φ + φ)ret( φ )sign(sin(2 πφ fs / f )) dφ (5) φ = between the single hip funtion p IF at IF level and the internally generated referene hip funtion. k Fig. 1 Matlab/Simulink simulation of the navigation reeiver frontend.

3 Fig. 2 Real part (solid line) and imaginary part (dotted line) of the single hip funtion at IF level p IF. The green line refers to a vanishing TEC value, the blue line to a TEC value of m -2. The reeiver hardware ode delay of this simulation is m or hips. The position of the maximum of the (omplex) orrelation funtion R(φ) determines the estimated ionospheri plus reeiver hardware delay. Sine diret determination of the maximum is impratial within a real navigation reeiver, the so-alled S-funtion is formed by orrelating the inoming signal with a slightly delayed and a slightly advaned replia of the ode. The distane (in units of hips) of the early and late ode replia is alled orrelator spaing d. If the output of both orrelation proesses is equal the maximum of the orrelation funtion is found. For this analysis we onsider an early-power minus late-power ode disriminator [1] and the orresponding S-funtion is given by 2 2 ( ) S( φ) = γ R( φ d/ 2) R( φ + d/ 2). (6) The value of the onstant γ must be hosen suh that S(φ)=φ for small values of φ. The position of the zero-rossing of the S-funtion determines the estimated delay. In Fig. 3 we show the S-funtion for various TEC values and a orrelator spaing d=0.071, hosen to trak the main peak of the BOC(14,2) orrelation funtion [5]. For a better omparison we shift all S-funtions to the same origin. Thus the delay due to the different TEC values is not visible in Fig. 3. From Fig. 3 one learly sees that the S-funtion does not hange its shape for realisti TEC values. Only for the extreme value of m -2 it deforms signifiantly. In Fig. 4 we show the deformation of the orrelation funtion if the TEC assumes unrealisti high values. For realisti values no hanges in the orrelation funtion are visible. Fig. 3 Early-power minus late-power S-funtion. All funtions are shifted to the same origin. The green line refers to a vanishing TEC value, the blue line to a TEC value of m -2 but nearly no differene is visible to the green line. The red line refers to an unrealisti high TEC value of m -2. Fig. 4 Correlation funtion. All funtions are shifted to the same origin. The green line refers to a vanishing TEC value, the red lines to unrealisti TEC values of m -2, m -2, m -2, m -2 and m -2.

4 The ionospheri ode delay is obtained by alulating the (entral) zero-rossing of the S-funtion. Its value for a vanishing TEC determines the delay aused by the bandpass and lowpass filter (i.e. the reeiver hardware delay). This value has to be subtrated from all other delays to obtain only the ionospheri delay. RECEIVER TRACKING CHANNEL SIMULATION To determine the ionospheri ode delay and the arrier phase advane in another way we simulate a BOC(14,2) traking hannel via Matlab/Simulink. The simulation runs at a rate of 32 MHz. It uses the signal p IF to reonstrut the full navigation signal at IF level. The GPS C/A ode sequene PRN 5 is used. The arrier phase is traked using an artan phase disriminator [1] and the phase-lok-loop bandwidth is 18 Hz. The ode is traked using an early-power minus late-power disriminator and the delay-lok-loop bandwidth is also 18 Hz [1]. No thermal noise is inluded in the simulation sine it has no influene on the ionospheri delay (resp. advane). For more details see [5]. The simulation runs for 3 s, suffiient to determine the estimated arrier phase and ode values. The ode hip funtion at IF level p IF orresponding to a vanishing TEC value is used to determine the reeiver hardware delays for ode and phase separately. After that alibration run we use p IF funtions orresponding to various TEC values and subtrat the hardware delays from the estimated arrier phase and ode values to obtain the ionospheri delay (resp. advane). RESULTS The standard formula predits for the ionospheri ode delay and for the phase advane in m the values (f. [4]) I CODE = 40.3TEC 40.3TEC and I f =. (7) 2 PHASE 2 f A more aurate formula an be obtained if the BOC signal is approximated by the addition of two sinusoidal waves with a frequeny of f ±f s. From this assumption we derive (without explaining it here) I BOC CODE 40.3TEC TEC 1 1 BOC = and IPHASE = +. (8) 2fs f fs f + fs 2f f fs f + fs In the limit f s 0 (8) equals (7). For Tab. 1 the ionospheri ode delay is alulated by all four different methods disussed above. One sees that all values agree within a few mm. The ionospheri phase advane is shown in Tab. 2. No S-funtion analysis has been performed. The simulation agrees at the sub mm-level with (8) and it should be noted that the standard formula (7) for the ionospheri advane differs from the other two olumns by a few mm. Sine the phase measurement noise is usually less than 1 mm, this differene is signifiant. Tab. 1 Ionospheri ode delay in mm for a BOC(14,2) signal at the Galileo E2-L1-E1 band. The values of the last three olumns are differenes with respet to (8). Add the value of the seond olumn to obtain the full delay. TEC [10 16 m -2 ] Equation (8) Equation (7) S-Funtion Analysis Simulation / / / / /- 0.04

5 Tab. 2 Ionospheri phase advane in mm for a BOC(14,2) signal at the Galileo E2-L1-E1 band. All values are modulo /(2 f ) = 95.1 mm beause the Costas phase-lok-loop used in the simulation gives the advane modulo half the arrier wavelength. The values of the last two olumns are differenes with respet to (8). Add the value of the seond olumn to obtain the full advane. CONCLUSIONS TEC [10 16 m -2 ] Equation (8) Equation (7) Simulation / / / / / We investigated the ionospheri ode delay, the phase advane and the deformation of the ode traking S-funtion for a BOC(14,2) signal at the Galileo E2-L1-E1 band. For ode traking we find that the S-funtion does not hange its shape signifiantly even for high TEC values suh that ode traking is possible. Furthermore, the standard formula (7) for the ionospheri ode delay gives the delay with mm-auray. Sine ode measurement errors due to thermal noise or multipath are muh higher no modifiation to (7) is neessary. We also investigated the ase of an unrealisti high TEC. Although suh high a TEC value does not our in nature it beame lear that the frontend of the reeiver must have a reasonable onstant group delay over the whole frequeny band, otherwise ode traking might beome diffiult [2]. The onlusions are different for the ionospheri phase advane sine the phase measurement error due to thermal noise is below 1 mm. Therefore we suggest to replae the standard ionospheri advane formula (7) by (8) to aount for the separation of the two main peaks of the BOC(14,2) signal spetrum. The proess of arrier phase traking itself (yleslips, signal-to-noise ratio) is not negatively influened by the ionospheri advane. ACKNOWLEDGMENTS The investigations and developments of a future GNSS RTK reeiver are supported within the sope of the researh projet FKZ: 50NA0003 in ontrat with DLR. REFERENCES [1] Van Dierendonk, A. (1996): GPS Reeivers, In: W. Parkinson and J. Spilker: GPS Positioning System Theory and Appliations Vol., Progress in Astronautis and Aeronautis Vol Amerian Institute of Aeoronautis and Astronautis., pp [2] Felhauer T. (1997): On the Impat of Front-End Group Delay Variations on GLONASS Pseudorange Auray, Pro. ION GPS 1997, pp [3] Hein G. et al., (2001): The Galileo Frequeny Struture and Signal Design, Pro. ION GPS 2001, pp , Salt Lake City, September [4] Klobuhar, J. (1996): Ionospheri Effets on GPS, In: W. Parkinson and J. Spilker: GPS Positioning System Theory and Appliations Vol., Progress in Astronautis and Aeronautis Vol Amerian Institute of Aeoronautis and Astronautis., pp [5] Pany T., M. Irsigler, B. Eissfeller and J. Winkel (2002): Code and Carrier Phase Traking Performane of a Future Galileo RTK Reeiver, Pro. GNSS2002, Kopenhagen, May

Multipath Mitigation Techniques for CBOC, TMBOC and AltBOC Signals using Advanced Correlators Architectures

Multipath Mitigation Techniques for CBOC, TMBOC and AltBOC Signals using Advanced Correlators Architectures Multipath Mitigation Tehniques for CBOC, TMBOC and AltBOC Signals using Advaned Correlators Arhitetures Aleksandar Jovanovi, Youssef Tawk, Cyril Botteron, Pierre-André Farine Eole Polytehnique Fédérale

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

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

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

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

Code and Carrier Phase Tracking Performance of a Future Galileo RTK Receiver

Code and Carrier Phase Tracking Performance of a Future Galileo RTK Receiver Code and Carrier Phase Tracking Performance of a Future Galileo RTK Receiver Thomas Pany, Markus Irsigler, Bernd Eissfeller Institute of Geodesy and Navigation, University FAF Munich, Germany Jón Winkel

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

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

28th Seismic Research Review: Ground-Based Nuclear Explosion Monitoring Technologies

28th Seismic Research Review: Ground-Based Nuclear Explosion Monitoring Technologies DEVELOPMENT OF SURFACE WAVE DISPERSION AND ATTENUATION MAPS AND IMPROVED METHODS FOR MEASURING SURFACE WAVES Jeffry L. Stevens, Jeffrey W. Given, G. Eli Baker and Heming Xu Siene Appliations International

More information

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

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

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

Comparison of OFDM Radar and Chirp Sequence Radar

Comparison of OFDM Radar and Chirp Sequence Radar Comparison of OFDM Radar and Chirp Sequene Radar Johannes Fink, Friedrih K. Jondral Communiations Engineering Lab, Karlsruhe Institute of Tehnology Karlsruhe, GERMANY {Johannes.Fink, Friedrih.Jondral}@kit.edu

More information

Co-Siting Criteria for Wind Turbine Generators and Transmitter Antennas

Co-Siting Criteria for Wind Turbine Generators and Transmitter Antennas CONFTELE '99 ISBN 972-98115-0-4 Pro. CONFTELE 1999 - II Conf. de Teleomuniações, Sesimbra, Portugal, 466-470, Abr 1999 1 Co-Siting Criteria for Wind Turbine Generators and Transmitter Antennas Carlos Salema,

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

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

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

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

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

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

Calculation of the maximum power density (averaged over 4 khz) of an angle modulated carrier

Calculation of the maximum power density (averaged over 4 khz) of an angle modulated carrier Re. ITU-R SF.675-3 1 RECOMMENDATION ITU-R SF.675-3 * CALCULATION OF THE MAXIMUM POWER DENSITY (AVERAGED OVER 4 khz) OF AN ANGLE-MODULATED CARRIER Re. ITU-R SF.675-3 (199-1992-1993-1994) The ITU Radioommuniation

More information

Limitations and Capabilities of the Slanted Spectrogram Analysis Tool for SAR-Based Detection of Multiple Vibrating Targets

Limitations and Capabilities of the Slanted Spectrogram Analysis Tool for SAR-Based Detection of Multiple Vibrating Targets Limitations and Capabilities of the Slanted Spetrogram Analysis Tool for SAR-Based Detetion of Multiple Vibrating Targets Adebello Jelili, Balu Santhanam, and Majeed Hayat Department of Eletrial and Computer

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

ANALOG COMMUNICATION (8)

ANALOG COMMUNICATION (8) /5/3 DEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING ANALOG COMMUNICATION (8) Fall 3 Original slides by Yrd. Doç. Dr. Burak Kellei Modified by Yrd. Doç. Dr. Didem Kivan Tureli OUTLINE Random Variables

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

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

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

3. Spread Spectrum Systems

3. Spread Spectrum Systems 3. Spread Spetrum Systems Jan Šimša Institute of Radio Engineering and Eletronis, Aademy of Sienes of CR Spread spetrum signals are signals arrying digital modulation as a rule. What signal has a spread

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

Digitally Demodulating Binary Phase Shift Keyed Data Signals

Digitally Demodulating Binary Phase Shift Keyed Data Signals Digitally Demodulating Binary Phase Shift Keyed Signals Cornelis J. Kikkert, Craig Blakburn Eletrial and Computer Engineering James Cook University Townsville, Qld, Australia, 4811. E-mail: Keith.Kikkert@ju.edu.au,

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

Interference mitigation by distributed beam forming optimization

Interference mitigation by distributed beam forming optimization English Interferene mitigation by distributed beam forming optimization Matthias Kashub, Christian M. Blankenhorn, Christian M. Mueller and Thomas Werthmann Abstrat Inter-ell interferene is a major issue

More information

Ionospheric Irregularity Influences on GPS Time Delay

Ionospheric Irregularity Influences on GPS Time Delay Ionospheri Irregularity Inluenes on GPS Time Delay Azad A Mansoori 1, Parvaiz A. Khan 1, Shivangi Bhardwaj, Roshni Atulkar and P. K. Purohit * 1 Spae Siene Laboratory, Department o Eletronis, Barkatullah

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

Doppler Collision and cross correlation interference in GPS receivers

Doppler Collision and cross correlation interference in GPS receivers International Global Navigation Satellite Systems Soiety IGNSS Symposium 29 Holiday Inn Surfers Paradise, Qld, Australia 1 3 Deember, 29 Doppler Collision and ross orrelation interferene in GPS reeivers

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

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

Characterization of the dielectric properties of various fiberglass/epoxy composite layups

Characterization of the dielectric properties of various fiberglass/epoxy composite layups Charaterization of the dieletri properties of various fiberglass/epoxy omposite layups Marotte, Laurissa (University of Kansas); Arnold, Emily Center for Remote Sensing of Ie Sheets, University of Kansas

More information

EE 464 Band-Pass Sampling Example Fall 2018

EE 464 Band-Pass Sampling Example Fall 2018 EE 464 Band-Pass Sampling Example Fall 2018 Summary This example demonstrates the use of band-pass sampling. First, a band-pass signal is onstruted as a osine modulated speeh signal. This is a double sideband

More information

Date: August 23,999 Dist'n: T1E1.4

Date: August 23,999 Dist'n: T1E1.4 08/0/99 1 T1E1.4/99-49 Projet: T1E1.4: VDSL Title: Filtering elements to meet requirements on power spetral density (99-49) Contat: G. Cherubini, E. Eleftheriou, S. Oeler, IBM Zurih Researh Lab. Saeumerstr.

More information

Optimization of Energy Detector Receivers for UWB Systems

Optimization of Energy Detector Receivers for UWB Systems ) Optimization of Energy Detetor Reeivers for UWB Systems Mustafa E Şahin, İsmail Güvenç, and Hüseyin Arslan Eletrial Engineering Department, University of South Florida 4202 E Fowler Avenue, ENB-118,

More information

SINGLE FREQUENCY NETWORKS IN DIGITAL RADIO Anders Mattsson and John Kean Harris Corp and NPR Labs Mason OH Washington DC

SINGLE FREQUENCY NETWORKS IN DIGITAL RADIO Anders Mattsson and John Kean Harris Corp and NPR Labs Mason OH Washington DC SINGLE FREQUENCY NETWORKS IN DIGITAL RADIO Anders Mattsson and John Kean Harris Corp and NPR Labs Mason OH Washington DC ABSTRACT Not too surprisingly, a Digital Radio Single Frequeny Network (SFN) shares

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

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

Application of TEM horn antenna in radiating NEMP simulator

Application of TEM horn antenna in radiating NEMP simulator Journal of Physis: Conferene Series Appliation of TEM horn antenna in radiating NEMP simulator To ite this artile: Yun Wang et al 013 J. Phys.: Conf. Ser. 418 010 View the artile online for updates and

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

COHERENT PHASE COMPENSATION METHOD BASED ON DIRECT IF SAMPLING IN WIDEBAND RADAR

COHERENT PHASE COMPENSATION METHOD BASED ON DIRECT IF SAMPLING IN WIDEBAND RADAR Progress In Eletromagnetis Researh, Vol. 136, 753 764, 2013 COHERENT PHASE COMPENSATION METHOD BASED ON DIRECT IF SAMPLING IN WIDEBAND RADAR Qianqiang Lin, Zengping Chen *, Yue Zhang, and Jianzhi Lin Automati

More information

Selection strategies for distributed beamforming optimization

Selection strategies for distributed beamforming optimization EUROPEAN COOPERATION IN THE FIELD OF SCIENTIFIC AND TECHNICAL RESEARCH COST 2100 TD(10)11036 Ålborg, Denmark 2010/June/02-04 EURO-COST SOURCE: Institute of Communiation Networks and Computer Engineering

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

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

Assignment-III and Its Solution

Assignment-III and Its Solution Assignment-III and Its Solution 1. For a 4.0 GHz downlink link, if satellite TWTA power output is 10 dbw, on axis antenna gain is 34 db and Feeder loss is 1 db then the satellite EIRP on earth at 3 db

More information

Notes on Dielectric Characterization in Waveguide

Notes on Dielectric Characterization in Waveguide Notes on Dieletri Charaterization in Waveguide R.Nesti, V. Natale IRA-INAF Aretri Astrophysial Observatory 1. Theory Let's suppose we have to haraterize the eletromagneti properties of a dieletri material,

More information

Global Navigation Satellite Systems (GNSS): present and future OVERVIEW OF SATELLITE NAVIGATION SYSTEMS 2/7/2012. Outline.

Global Navigation Satellite Systems (GNSS): present and future OVERVIEW OF SATELLITE NAVIGATION SYSTEMS 2/7/2012. Outline. Outline Global Navigation Satellite Systems (GNSS): present and future Elena Simona Lohan, Aademy Researh Fellow., Dr. Teh www.s.tut.fi/tlt/pos 4 hapters: 1. Overview of satellite navigation systems (urrent

More information

RADAR TARGET RECOGNITION BASED ON PARAMETERIZED HIGH RESOLUTION RANGE PROFILES

RADAR TARGET RECOGNITION BASED ON PARAMETERIZED HIGH RESOLUTION RANGE PROFILES RADAR TARGET RECOGNITION BASED ON PARAMETERIZED HIGH RESOLUTION RANGE PROFILES XUEJUN LIAO and ZHENG BAO Key Lab. For Radar Signal Proessing Xidian University, Xi an 710071, P. R. China E-mail : xjliao@rsp.xidian.edu.n

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

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

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

TRANSISTORS: DYNAMIC CIRCUITS. Introduction

TRANSISTORS: DYNAMIC CIRCUITS. Introduction TRANSISTORS: DYNAMIC CIRCUITS Introdution The point of biasing a iruit orretly is that the iruit operate in a desirable fashion on signals that enter the iruit. These signals are perturbations about the

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

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

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

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

Design Modification of Rogowski Coil for Current Measurement in Low Frequency

Design Modification of Rogowski Coil for Current Measurement in Low Frequency Design Modifiation of Rogowski Coil for Current Measurement in Low Frequeny M. Rezaee* and H. Heydari* Abstrat: The priniple objet of this paper is to offer a modified design of Rogowski oil based on its

More information

Simplified Molecular Absorption Loss Model for Gigahertz Frequency Band

Simplified Molecular Absorption Loss Model for Gigahertz Frequency Band Simplified Moleular Absorption Loss Model for 275 Gigahertz Frequeny Band Joonas Kokkoniemi, Janne Lehtomäki, and Markku Juntti Centre for Wireless Communiations (CWC), University of Oulu, P.O. Box, 914

More information

A compact dual-band bandpass filter using triple-mode stub-loaded resonators and outer-folding open-loop resonators

A compact dual-band bandpass filter using triple-mode stub-loaded resonators and outer-folding open-loop resonators Indian Journal of Engineering & Materials Sienes Vol. 24, February 2017, pp. 13-17 A ompat dual-band bandpass filter using triple-mode stub-loaded resonators and outer-folding open-loop resonators Ming-Qing

More information

Turbo-coded Multi-alphabet Binary CPM for Concatenated Continuous Phase Modulation

Turbo-coded Multi-alphabet Binary CPM for Concatenated Continuous Phase Modulation no symbol mapping is required, and also the inner ode an be ombined with the CPE in the trellis oded modulation sense [4]. Simulation shows that the use of non-binary outer enoder an give typially.3db

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

New Approach in Gate-Level Glitch Modelling *

New Approach in Gate-Level Glitch Modelling * New Approah in Gate-Level Glith Modelling * Dirk Rae Wolfgang Neel Carl von Ossietzky University Oldenurg OFFIS FB 1 Department of Computer Siene Esherweg 2 D-26111 Oldenurg, Germany D-26121 Oldenurg,

More information

ANALOG COMMUNICATIONS IV Sem. Prepared by Mr. T. Nagarjuna ECE Department

ANALOG COMMUNICATIONS IV Sem. Prepared by Mr. T. Nagarjuna ECE Department ANALOG COMMUNICAIONS IV Sem Prepared by Mr.. Nagaruna ECE Department UNI I SIGNAL ANALYSIS AND LI SYSEMS Classifiation of Signals Deterministi & Non Deterministi Signals Periodi & A periodi Signals Even

More information

Adaptive TDMA/OFDMA for Wide-Area Coverage and Vehicular Velocities

Adaptive TDMA/OFDMA for Wide-Area Coverage and Vehicular Velocities Adaptive TDMA/FDMA for Wide-Area Coverage and Vehiular Veloities Mikael Sternad *, Sorour Falahati *, Tommy Svensson, and Daniel Aronsson * * Signals and Systems, Uppsala University, P Box 8,SE-71 0 Uppsala,

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

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

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

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

Spinning Beacons for Precise Indoor Localization

Spinning Beacons for Precise Indoor Localization Spinning Beaons for Preise Indoor Loalization ABSTRACT This work proposes the novel use of spinning beaons for preise indoor loalization. The proposed SpinLo (Spinning Indoor Loalization) system uses spinning

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

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

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

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

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

An Assisted GPS Acquisition Method using L2 Civil Signal in Weak Signal Environment

An Assisted GPS Acquisition Method using L2 Civil Signal in Weak Signal Environment Journal of Global Positioning Systems (004) Vol. 3, No. -: 5-3 An Assisted GPS Aquisition ethod using L Civil Signal in Wea Signal Environment Deu Jae Cho Department of Eletronis, Chungnam National University,

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

DESIGN AND CHARACTERIZATION OF UNIFORM FIELD EDDY CURRENT PROBES*

DESIGN AND CHARACTERIZATION OF UNIFORM FIELD EDDY CURRENT PROBES* DESIGN AND CHARACTERIZATION OF UNIFORM FIELD EDDY CURRENT PROBES* INTRODUCTION P. J. Shull, 1 T. E. Capobiano, 2 and J. C. Moulder1 1Frature and Deformation Division 2Eletromagneti Tehnology Division National

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

Voltage Sag Classification with Consideration of Phase Shift

Voltage Sag Classification with Consideration of Phase Shift First IEEE International Conferene on Energy Internet Voltage Sag Classifiation with Consideration of Phase Shift Pengfei Wei, onghai Xu State Key Laoratory of Alternate Eletrial Power System with Renewale

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

Link-Level Analysis of Downlink Handover Regions in UMTS

Link-Level Analysis of Downlink Handover Regions in UMTS Link-Level Analysis of Downlink Handover Regions in UMTS Atta Ul Quddus, Xinjie Yang and Rahim Tafazolli, Member, IEEE Abstrat This paper investigates the downlink handover (soft/softer/hard) performane

More information

Real-time PPP with undifferenced integer ambiguity resolution, experimental results. D. Laurichesse, F. Mercier CNES Orbitography

Real-time PPP with undifferenced integer ambiguity resolution, experimental results. D. Laurichesse, F. Mercier CNES Orbitography Real-time PPP with undifferened integer ambiguity resolution, experimental results D. Laurihesse, F. Merier CNES Orbitography Undifferened ambiguity resolution bakground Identifiation of differential satellites

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

Homework: Please number questions as numbered on assignment, and turn in solution pages in order.

Homework: Please number questions as numbered on assignment, and turn in solution pages in order. ECE 5325/6325: Wireless Communiation Systems Leture Notes, Spring 2010 Leture 6 Today: (1) Refletion (2) Two-ray model (3) Cellular Large Sale Path Loss Models Reading for today s leture: 4.5, 4.6, 4.10.

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

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

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

Fully Joint Diversity Combining, Adaptive Modulation, and Power Control

Fully Joint Diversity Combining, Adaptive Modulation, and Power Control Fully Joint Diversity Combining, Adaptive Modulation, and Power Control Zied Bouida, Khalid A. Qaraqe, and Mohamed-Slim Alouini Dept. of Eletrial and Computer Eng. Texas A&M University at Qatar Eduation

More information

Study of the Variance in the Histogram Test of ADCs

Study of the Variance in the Histogram Test of ADCs Study of the Variane in the Histogram Test of ADCs F. Corrêa Alegria and A. Cruz Serra Teleommuniations Institute and Department of Eletrial and Computer Engineering Instituto Superior Ténio, Tehnial University

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

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

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

The Design of a Spatial Diversity Model to Mitigate Narrowband and Broadband Interference in DSSS Ad Hoc Networks

The Design of a Spatial Diversity Model to Mitigate Narrowband and Broadband Interference in DSSS Ad Hoc Networks The Design of a Spatial Diversity Model to Mitigate Narrowband and Broadband Interferene in DSSS Ad Ho Networks Sonia Furman, and Mario Gerla University of California, Los Angeles Abstrat Spatial diversity

More information

Reprint from IASTED International Conference on Signal and Image Processing (SIP 99). Nassau, Bahamas, October, 1999.

Reprint from IASTED International Conference on Signal and Image Processing (SIP 99). Nassau, Bahamas, October, 1999. Reprint from IASTED International Conferene on Signal and Image Proessing (SIP 99). Nassau, Bahamas, Otober, 1999. 1 Filter Networks Mats Andersson Johan Wiklund Hans Knutsson Computer Vision Laboratory,

More information