High Resolution Optical Spectrum Testing System Based on LabVIEW
|
|
- Shavonne Day
- 5 years ago
- Views:
Transcription
1 High Resolution Optical Spectrum Testing System Based on LabVIEW Yichi Zhang 1,2, Changjian Ke 1,2,*, Deng an 1,2, Deming Liu 1,2 1,2 National Engineering Laboratory or Next Generation Internet Access System, 4374, Wuhan, China 1,2 College o Optical and Electronic Inormation, Huazhong University o Science and Technology, 4374, Wuhan, China * cjke@mail.hust.edu.cn Abstract A LabVIEW based spectrum testing scheme o optical passive device is proposed. Relying on LabVIEW programming control over tunable laser, programmable optical ilter, optical power meter and data acquisition () platorm, spectrum characteristics o various transer unctions can be obtained. Setting laser sweeping speed as 1nm/s, sweeping range as 1 nanometers, and sampling rate as 1MS/s, spectrum measurement or one device can be inished in 1 second, with spectrum resolution o 1 picometer. Compared with conventional spectrum testing method utilizing broadband light source and optical spectrum analyzer (), the testing perormance o proposed scheme approaches that o conventional one with even more delicate spectrum details. The experimental results show that our proposed scheme can be applied or spectrum measurement with the demand o high resolution, ast speed and high eiciency. Keywords Spectrum testing; Optical passive device; Tunable laser; LabVIEW; Data acquisition I. INTRODUCTION Optical spectrum analysis is one o the most undamental tools in optical communication systems. Optical spectrum analyzers () are widely deployed in the diagnostic o transmitted optical signals, in the characterization o transer unctions o various kinds o active and passive optical devices, and in the monitoring o optical communication networks [1, 6-7]. In recent years, with the dramatic improvement o transmission rates and development o novel modulation ormats, high resolution optical spectrum analysis is becoming increasingly necessary [2]. Currently, one way to acquire high resolution spectrum is relying on optical heterodyne technique, where the signal under test intererences with a local oscillator, subsequently radio requency domain spectral analysis is perormed [3-4]. Another promising method is based on stimulated Brillouin scattering between a swept tunable laser and the signal under test [2, ], which is also adopted in this paper. Since the acquired optical spectrum inormation needs to be urther processed in the electrical domain, high perormance, real-time hardware circuit is also an essential element o the integral high resolution optical spectrum analyzer [6-1]. We utilized the data acquisition card () o National Instrument (NI) to acquire the mass data inormation account or the ollowing reasons. On one hand, s are high speed circuits which satisy the need o real-time processing. On another, LabVIEW is a powerul sotware development environment that can easily control the hardware and interaces, process the acquired data low with predeined algorithms, and provide end users with easy-to-use graphical user interace (GUI). This article is mainly ocusing on the electrical-domain hardware and algorithm realization o the proposed high resolution optical spectrum analyzer. II. MEASUREMENT RINCILES & EXERIMENTAL SETU A. Measurement rinciples The signal under test (SUT) is injected to the high nonlinear iber (HNLF), while the pumping wave, namely, the tunable laser signal, is propagating along the iber in an opposite direction. The optical iber is utilized as the medium to generate the Brillouin scattering ater the interaction o the pump and SUT. The pump provides extremely narrow spectral window to pick up and ampliy the corresponding spectral component o SUT. While the pump is tuning in a certain spectral range, the spectrum o SUT can be retrieved rom the non-linear component o the Brillouin scattering eect [2, ]. Such a process can be simpliied as a tunable laser passing through a certain optical passive device with the spectrum eature we are interested in (equivalently SUT), which can be mathematically regarded as a convolution between the tunable laser and the ilter proile o the optical passive device [11-12]. And the convolution output is just the counterpart o the nonlinear component in the Brillouin scattering based process, which can be illustrated in Fig. 1. Hence, this paper investigates the property o the above simpliied process. A more detailed and integral structure considering photo-electrical conversion and urther signal processing is depicted in Fig. 2, where the whole process can be separated into optical and electrical domain. v SUT tunable laser source convoluted output * Fig. 1. Simpliied process o Brillouin scattering based optical spectrum analyzing method This work is supported by the National High Technology Research and Development rogram (863 rogram) o China (Grant No.213AA1343)
2 Deconvolution Smoothing In Fig. 2 above, e( ) is the emitting power o tunable laser, H( j) is the overall transer unction o ilter with certain spectrum eatures, photo detector and current-voltage converting circuit. Here we represent the transer unction o optical ilter, photo detector and current-voltage converting circuit by H ( j ), Hd ( j) and Hc( j ), respectively. Unit impulse responses o H( j) and H ( j ) can be represented as h( ) and r( ), respectively. v( ) is the output signal passed through optical ilter, photo detector and the converting circuit, which has the orm o V( j) in requency domain. Obviously, H( j) H ( j) H ( j) H ( j) d c RZ H ( j) where R and Z are constants, the ormer one means the responsivity o detector, and the latter one means the resistance value o converting current into voltage. Since in temporal domain (since the wavelength value o tunable laser is proportional to time), we have: where * represents convolution. (1) v( ) e( )* h( ) (2) Ater converting (2) into requency domain, and considering (1), we can obtain (3) as ollowing. where e( ) Optical Domain H( j) v( ) V ( j) E( j) H ( j) ( e( )) H( j) =RZ ( e( )) H ( j) represents Fourier Transorm. Ideally, laser linewidth is considered to be Hz, thereore: where represents the delta unction. Then equation (3) can be modiied as Electrical Domain v ( ) 1 v ( ) 2 Fig. 2. Detailed structure o the simpliied process (3) e( ) ( ) (4) V( j) RZ H p( j) () From (), we can know that under the condition o omitting the eect o laser linewidth, V( j ) is proportional to Hp( j ). Thereore output voltage generated ater passing through optical ilter, photo detector and converting circuit can describe the spectrum characteristics o optical ilters. As a consequence, in this practical testing system, i the laser linewidth is narrow enough compared with the bandwidth o the ilter, which is shown in (6), BW (6) where BW means the bandwidth o optical ilter, then () realizes. I the above assumption does not hold true, the output spectrum would be broadened severely [6]. Besides, the most signiicant source o internal noise in the optical analyzing system attributes to the photo detector [13]. The convolution output inevitably suers rom noise disturbance, which leads to the unpleasant luctuation along spectral axis. The above two actors contribute to the distortion o output spectrum, which is qualitatively shown in Fig. 1. Hence, in order to eliminate the eect o convolution and stochastic noise, the acquired optical spectrum needs to be urther processed in the electrical domain. In the rightmost part o Fig. 2, the retrieved optical spectrum is processed with deconvolution and smoothing algorithms to inhibit the side eect o convolution and random noise, respectively. Deconvolution is the inverse process o convolution, which aims at restore the broadened spectrum o the optical ilter. In (3), i the inverse transer unction o ( e( )) is obtained, then we can get the Fourier transorm o v ( ) as: 1 V j V j e RZ H j (7) ( ) ( ) 1 ( ( )) ( ) 1 where H ( j) is the approximation o the spectral eature o the optical ilter, however the data low ater deconvolution still suers rom noise disturbance. Subsequently, v ( ) 1 has to be divided into small portions where averaging is perormed among elements in each portion, then the output spectrum v 2 ( ) is much smoother compared with v 1 ( ).Such an operation is essential because it eliminates the uncertainty brought in by random noise, which improves the idelity o approximating the real spectrum. B. Experimental Setup The layout o high resolution optical spectrum measuring system proposed in this article is shown in Fig. 3. The tunable laser type is Santec TSL1, with maximum output power up to 2dBm, laser linewidth o about khz measured by Agilent E4447A spectrum analyzer. In order to veriy the testing perormance o the proposed method or dierent optical spectrum eatures, we choose a programmable optical ilter, Finisar WaveShaper 4S, to simulate spectrum characteristics o certain optical passive devices, which can be realized by predesigning optical transer unctions o WaveShaper S4. The photo-electrical converting section is realized by a Newport 1936-C power meter, equipped with a 818-IS-1detector, it can detect low level optical power precisely. Data acquisition system is the platorm provided by National Instruments, a windows embedded XIe-8133 controller and a XIe122 data acquisition card with sampling rate up to 2 MS/s are inserted into the XIe-182 metal classis, which can be seemed as a special purpose computer.
3 NI-SCOE.vi Split 1D Array Function.vi Mean.vi Waveorm Graph.vi Write wo Measurement File.vi 1_set_Trigee routputstep.vi 1_set_Trigee routput.vi 1_set_Sweep.vi 1_set_Sweep State.vi Optical In Optical Out Electrical In Electrical Out Santec TSL1 Newport 1936-C WaveShaper 4S 818-IS-1 Multiport Optical rocessor Finisar Detector Tunable Laser Optical assive Filter Detector ower Meter Electrical Trigger Command Line National Instruments NI IXe NI IXe NI IXe NI IXe NI IXe NI IXe-8133 Display Data Acquisition latorm VGA Fig. 3. Layout o spectrum measurement system The platorm is equipped with GIB, RS-232 and USB interaces, LabVIEW programs run on Windows X operation system installed on XI-8133, which coordinate working conditions between internal data acquisition card and external devices precisely via communication interaces. Meanwhile, analog electrical signal will be converted to digital domain. Algorithms such as smoothing and deconvolution are perormed in this unit. In this whole system, the tunable laser, optical passive devices, optical power meter and data acquisition platorm are interconnected via optical or electrical cables. To be more speciic, regarding Fig. 3, the working state o tunable laser TSL1 is set by receiving command rom XIe-8133 controller through a GIB interace. Wavelength sweeping range is rom a certain starting wavelength to an ending wavelength, with maximum sweeping range o nm starting rom 11nm to 163nm, which covers the whole C and L band. TSL1 can sweep in continuous mode and step mode. Here in our experiment, in order to achieve high speed testing perormance, we require the laser to work in continuous sweeping mode. In such a mode, sweeping speed can also be set, with maximum sweeping speed up to 1nm/s. Take the issue o synchronization with platorm into consideration, we set laser sweeping speed as 1nm/s. Once TSL1 starts to sweep, a pulse-shaped trigger signal is generated immediately rom the BNC interace on the rear panel o tunable laser, with maximum voltage o 3.11 Volts. The trigger signal is used as a messenger to activate the behavior o data acquisition o XIe The optical signal generated by TSL1 is then sent to WaveShaper 4S. Ater passing through a certain optical transer unction, the output signal is received by detector 818- IS-1 attached by power meter 1936-C, during which optical power is converted into current through detector, and then current is converted into voltage through power meter. And the analog voltage output can be retrieved rom BNC interace on the rear panel o 1936-C. Once received trigger impulse rom tunable laser, XIe122 starts to acquire data continuously with sampling rate o 1MS/s, ater that the obtained data are processed and then displayed. Then considering the sotware programming located in the platorm, LabVIEW is used to control the wavelength sweeping mode o tunable laser, the working condition o data acquisition card and the processing o obtained data low. Fig. 4 is the block diagram illustrating the sotware unctionality. Fig. 4. Block diagram o LabVIEW program The uppermost part is the realization o laser control via GIB interace. According to the user s command, working parameters o the tunable laser can be set such as what the trigger mode is, how the sweeping condition is, and when the sweep starts. Speciically, Users can modiy sweeping parameters such as starting wavelength, ending wavelength, sweeping speed and the timing o trigger generation. And then such parameters are read by VIs such as 1_set_Sweep.vi and TSL1_set_SweepState.vi in block diagram, altogether acting as hardware drivers o TSL1. Here we set the sweeping range rom 14nm to 1nm, and sweeping speed is set to be 1nm/s. The bottom part o this chart illustrates how the acquired data are processed through.vi modules. Ater the reception o trigger signal rom the tunable laser, data acquisition card immediately obtain 1,, points o data with sampling rate o 1MS/s, and then the obtained data low is processed and displayed. Note that the requency separation between any two adjacent sample points is.1pm, and the laser linewidth o tunable laser is around khz, namely 4m in the dimension o wavelength, considerably narrow compared with the bandwidth o our testing ilter spectrum o up to several nanometers, which means the linewidth has almost no eect on any two sample points. Hence, deconvolution is not a prerequisite or urther processing. Besides, the deconvolution algorithm is time-consuming, which hampers the real-time display o tested spectrum. So we can make a modiication o signal processing in Fig. 2 by deleting the section o deconvolution. And the subsequent smoothing algorithm can still work well. So here we irst utilize NI-SCOE Express.vi to obtain 1,, points o data by converting analog signals into discrete ones; Then the massive discrete points are divided into 1, proportions with length o 1 points by Split 1D Array Function.vi, which means the 1nm range is divided into 1, segments corresponding to 1, values o wavelength, hence the spectrum resolution o.1nm can be achieved; In every segment, the irst points are used or averaging, which is realized by Mean.vi, and the mean value is chosen as the received signal power o the current wavelength; Ater that, Waveorm Graph.vi is applied to display the
4 devices, and then send the output signal to traditional diraction grating based optical spectrum analyzer Agilent 8614B, the recorded spectrum characteristics are shown as red curves () rom Fig. 6(a) to Fig. 6(c), respectively, rom which we can see that, spectrum patterns obtained by method and method match reluctantly. That is because smoothing algorithm has not been perormed, which leads to the situation that spectral components with low power level are aected by noise strikingly. processed output data low; Finally, Write to Measurement File.vi to store the processed data into.txt or.lvm ormat or analysis. III. Fig. Front panel o the optical spectrum testing system SECTRUM MEASURING EXERIMENTAL RESULTS The ront panel provides user with an intuitive and operable graphical user interace (GUI), which is illustrated in Fig.. In order to veriy the spectrum measuring perormance o various types o optical ilters, we design rectangular, Gaussian and periodically sine-shaped ilters with the assistance o WaveShaper 4S. In Fig. 6, we set isolation=22db or dierent optical passive devices. Without perorming smoothing algorithm, spectral characteristics obtained by data acquisition system o dierent optical passive components are shown as black curves () rom Fig. 6(a) to Fig. 6(c). Meanwhile, or intuitive contrast between our proposed spectrum measuring method and conventional one, we utilize LIGHTCOMM C-band ASE light source to pass through WaveShaper 4S when simulating dierent optical passive Ater perorming smoothing algorithm, spectrum testing perormance o and methods can be shown in Fig. 6(d) to Fig. 6(). Considering the rectangular situation, our scheme has a satisied perormance acing spectrum mutations. And rom the comparison between Gaussian and periodically sinusoidal situations, we can make the conclusion that our method is able to identiy detailed inormation o spectral eatures. We believe that the proposed LabVIEW based testing scheme has the perormance approaching to the conventional one rely on broadband light source and diraction grating based optical spectrum analyzer with even higher resolution. Although there are luctuations around bottom part o the obtained spectrums, the overall trends o black curves can represent real spectrum characteristics under such experiment conditions. The bottom luctuation attributes to the restriction rom detecting lower optical power. Such phenomenon is caused by detector and data acquisition card introduced noise. Since the accuracy o XIe122 is 14 bits or A/D conversion, weak signals cannot be distinguished rom such thermal noise. As a result, our scheme has a limitation on detecting a certain low power level signal, so the luctuation o bottom part o optical spectrum by method is the representation o inaccurate detection o optical power (a) (b) (c) (d) (e) () Fig. 6. Spectrum measuring perormance beore and ater smoothing Beore smoothing: (a) Rectangular (b)guassian (c) Sinusoidal; Ater smoothing: (d) Rectangular (e)gaussian () Sinusoidal
5 Hence, we can make the conclusion that our proposed LabVIEW based testing scheme has the perormance approaching to the conventional one rely on broadband light source and optical spectrum analyzer. Besides, due to ast sweeping speed o tunable laser and data processing ability o data acquisition platorm, time duration o single sweep can be reduced dramatically compared with that using conventional method. As a consequence, the eiciency o spectrum testing is enhanced. IV. CONCLUSIONS Spectrum measurement system based on LabVIEW is realized in this article, which has high resolution and approaches the perormance o conventional spectrum measuring method utilizing broadband light source and optical spectrum analyzer. The LabVIEW based spectrum testing method is suitable or spectrum characteristic discretion o optical passive devices. REFERENCES [1] John G. Webster, Measurement, Instrument, and Sensors Handbook, Boca Raton: CRC ress LLC, 1999, pp [2] S. renssler, A. Zadok, A. Wiatrek, M. Tur, and T. Schneider, Enhancement o spectral resolution and optical rejection ratio o Brillouin optical spectral analysis using polarization pulling, Optics Express. vol.2, no. 13, pp , June 212. [3] B. Szaraniec, J. Y. Law, and D. M. Baney, Frequency resolution and amplitude accuracy o the coherent optical spectrum analyzer with a swept local oscillator, Optics Letters. vol. 27, no. 21, November, 22. [4] D. M. Baney, B. Szaraniec, and A. Motamedi, Coherent Optical Spectrum Analyzer, IEEE hotonics Technology Letters. vol. 14, no.3, pp [] J. M. Subias Domingo, J. elayo, F. Villuendas, C. D. Heras, and E. ellejer, Very high resolution optical spectrometry by stimulated Brillouin scattering, IEEE hotonics Technology Letters. vol. 17, no. 4, pp. 8-87, April 2. [6] W. Jiang, C. Ke, and D. Liu, Optical component auto-test system based on VC and GIB, Optics & Optoelecronic Technology. Wuhan: vol. 4, no. 3, pp. 43-4, June 26. [7] Q. Cao, D. Liu, W. Jiang, and C. Ke, Design o automatic measurement system or optical devices on GIB, Study on Optical Communications. Wuhan: no. 2, pp. 48, April 24. [8] T. Kawanishi, T. Sakamoto and M. Izutsu, Fast optical requency sweep or ultra-ine real-time spectral domain measurement, Electronics Letters. Stevenage: vol. 42, no. 17, pp , August 26. [9] X. Yi, Z. Li, Y. Bao, and K. Qiu, Characterization o assive Optical Components by DS-Based Optical Channel Estimation, IEEE hotonics Technology Letters. New Jersey: vol. 24, no. 6, pp , March 212. [1] X. Yi, Z. Li, Y. Bao, and K. Qiu, Ultra-ast measurement o passive optical components by optical channel estimation, 1 th International Conerence on Optical Communication and Networks (ICOCN 211). Chengdu: pp. 1-2, november 211. [11] M. Azadeh, Fiber Optics Engineering, New York: Springer, 29, pp [12] A. D. McAulay, Military Laser Technology or Deense: Techonology or Revolutionizating 21 st Century Warare, New Jersey: John Wiley & Sons, 211, pp [13] Optical Spectrum Analysis: Application Note 1-4, Agilent Technologies, pp. 2-21, printed in 2.
A Universal Motor Performance Test System Based on Virtual Instrument
Sensors & Transducers 2014 by IFSA Publishing, S. L. http://www.sensorsportal.com A Universal Motor Perormance Test System Based on Virtual Instrument Wei Li, Mengzhu Li, Qiang Xiao School o Instrument
More informationA MATLAB Model of Hybrid Active Filter Based on SVPWM Technique
International Journal o Electrical Engineering. ISSN 0974-2158 olume 5, Number 5 (2012), pp. 557-569 International Research Publication House http://www.irphouse.com A MATLAB Model o Hybrid Active Filter
More informationLock-In Amplifiers SR510 and SR530 Analog lock-in amplifiers
Lock-In Ampliiers SR510 and SR530 Analog lock-in ampliiers SR510/SR530 Lock-In Ampliiers 0.5 Hz to 100 khz requency range Current and voltage inputs Up to 80 db dynamic reserve Tracking band-pass and line
More informationECE5984 Orthogonal Frequency Division Multiplexing and Related Technologies Fall Mohamed Essam Khedr. Channel Estimation
ECE5984 Orthogonal Frequency Division Multiplexing and Related Technologies Fall 2007 Mohamed Essam Khedr Channel Estimation Matlab Assignment # Thursday 4 October 2007 Develop an OFDM system with the
More informationThe Research of Electric Energy Measurement Algorithm Based on S-Transform
International Conerence on Energy, Power and Electrical Engineering (EPEE 16 The Research o Electric Energy Measurement Algorithm Based on S-Transorm Xiyang Ou1,*, Bei He, Xiang Du1, Jin Zhang1, Ling Feng1,
More informationOptimizing Reception Performance of new UWB Pulse shape over Multipath Channel using MMSE Adaptive Algorithm
IOSR Journal o Engineering (IOSRJEN) ISSN (e): 2250-3021, ISSN (p): 2278-8719 Vol. 05, Issue 01 (January. 2015), V1 PP 44-57 www.iosrjen.org Optimizing Reception Perormance o new UWB Pulse shape over Multipath
More informationA technique for noise measurement optimization with spectrum analyzers
Preprint typeset in JINST style - HYPER VERSION A technique or noise measurement optimization with spectrum analyzers P. Carniti a,b, L. Cassina a,b, C. Gotti a,b, M. Maino a,b and G. Pessina a,b a INFN
More informationExperiment 7: Frequency Modulation and Phase Locked Loops Fall 2009
Experiment 7: Frequency Modulation and Phase Locked Loops Fall 2009 Frequency Modulation Normally, we consider a voltage wave orm with a ixed requency o the orm v(t) = V sin(ω c t + θ), (1) where ω c is
More informationIntroduction to OFDM. Characteristics of OFDM (Orthogonal Frequency Division Multiplexing)
Introduction to OFDM Characteristics o OFDM (Orthogonal Frequency Division Multiplexing Parallel data transmission with very long symbol duration - Robust under multi-path channels Transormation o a requency-selective
More informationPLL AND NUMBER OF SAMPLE SYNCHRONISATION TECHNIQUES FOR ELECTRICAL POWER QUALITY MEASURMENTS
XX IMEKO World Congress Metrology or Green Growth September 9 14, 2012, Busan, Republic o Korea PLL AND NUMBER OF SAMPLE SYNCHRONISATION TECHNIQUES FOR ELECTRICAL POWER QUALITY MEASURMENTS Richárd Bátori
More informationSwept Wavelength Testing:
Application Note 13 Swept Wavelength Testing: Characterizing the Tuning Linearity of Tunable Laser Sources In a swept-wavelength measurement system, the wavelength of a tunable laser source (TLS) is swept
More informationSinusoidal signal. Arbitrary signal. Periodic rectangular pulse. Sampling function. Sampled sinusoidal signal. Sampled arbitrary signal
Techniques o Physics Worksheet 4 Digital Signal Processing 1 Introduction to Digital Signal Processing The ield o digital signal processing (DSP) is concerned with the processing o signals that have been
More informationThe fourier spectrum analysis of optical feedback self-mixing signal under weak and moderate feedback
University o Wollongong Research Online Faculty o Inormatics - Papers (Archive) Faculty o Engineering and Inormation Sciences 8 The ourier spectrum analysis o optical eedback sel-mixing signal under weak
More information3.6 Intersymbol interference. 1 Your site here
3.6 Intersymbol intererence 1 3.6 Intersymbol intererence what is intersymbol intererence and what cause ISI 1. The absolute bandwidth o rectangular multilevel pulses is ininite. The channels bandwidth
More informationECE 5655/4655 Laboratory Problems
Assignment #4 ECE 5655/4655 Laboratory Problems Make Note o the Following: Due Monday April 15, 2019 I possible write your lab report in Jupyter notebook I you choose to use the spectrum/network analyzer
More informationHigh Speed Communication Circuits and Systems Lecture 10 Mixers
High Speed Communication Circuits and Systems Lecture Mixers Michael H. Perrott March 5, 24 Copyright 24 by Michael H. Perrott All rights reserved. Mixer Design or Wireless Systems From Antenna and Bandpass
More informationModBox - Spectral Broadening Unit
ModBox - Spectral Broadening Unit The ModBox Family The ModBox systems are a family of turnkey optical transmitters and external modulation benchtop units for digital and analog transmission, pulsed and
More informationFundamentals of Spectrum Analysis. Christoph Rauscher
Fundamentals o Spectrum nalysis Christoph Rauscher Christoph Rauscher Volker Janssen, Roland Minihold Fundamentals o Spectrum nalysis Rohde & Schwarz GmbH & Co. KG, 21 Mühldorstrasse 15 81671 München Germany
More informationADAPTIVE LINE DIFFERENTIAL PROTECTION ENHANCED BY PHASE ANGLE INFORMATION
ADAPTIVE INE DIEENTIA POTECTION ENHANCED BY PHASE ANGE INOMATION Youyi I Jianping WANG Kai IU Ivo BNCIC hanpeng SHI ABB Sweden ABB Sweden ABB China ABB Sweden ABB - Sweden youyi.li@se.abb.com jianping.wang@se.abb.com
More informationSENSITIVITY IMPROVEMENT IN PHASE NOISE MEASUREMENT
SENSITIVITY IMROVEMENT IN HASE NOISE MEASUREMENT N. Majurec, R. Nagy and J. Bartolic University o Zagreb, Faculty o Electrical Engineering and Computing Unska 3, HR-10000 Zagreb, Croatia Abstract: An automated
More informationDesign of Multidimensional Space Motion Simulation System For Spacecraft Attitude and Orbit Guidance and Control Based on Radar RF Environment
2016 Sixth International Conerence on Instrumentation & Measurement, Computer, Communication and Control Design o Multidimensional Space Motion Simulation System For Spacecrat Attitude and Orbit Guidance
More informationECEN 5014, Spring 2013 Special Topics: Active Microwave Circuits and MMICs Zoya Popovic, University of Colorado, Boulder
ECEN 5014, Spring 2013 Special Topics: Active Microwave Circuits and MMICs Zoya Popovic, University o Colorado, Boulder LECTURE 13 PHASE NOISE L13.1. INTRODUCTION The requency stability o an oscillator
More informationDetection and direction-finding of spread spectrum signals using correlation and narrowband interference rejection
Detection and direction-inding o spread spectrum signals using correlation and narrowband intererence rejection Ulrika Ahnström,2,JohanFalk,3, Peter Händel,3, Maria Wikström Department o Electronic Warare
More informationAmplifiers. Department of Computer Science and Engineering
Department o Computer Science and Engineering 2--8 Power ampliiers and the use o pulse modulation Switching ampliiers, somewhat incorrectly named digital ampliiers, have been growing in popularity when
More informationSAW STABILIZED MICROWAVE GENERATOR ELABORATION
SAW STABILIZED MICROWAVE GENERATOR ELABORATION Dobromir Arabadzhiev, Ivan Avramov*, Anna Andonova, Philip Philipov * Institute o Solid State Physics - BAS, 672, Tzarigradsko Choussee, blvd, 1784,Soia,
More informationSoftware Defined Radio Forum Contribution
Committee: Technical Sotware Deined Radio Forum Contribution Title: VITA-49 Drat Speciication Appendices Source Lee Pucker SDR Forum 604-828-9846 Lee.Pucker@sdrorum.org Date: 7 March 2007 Distribution:
More informationA Physical Sine-to-Square Converter Noise Model
A Physical Sine-to-Square Converter Noise Model Attila Kinali Max Planck Institute or Inormatics, Saarland Inormatics Campus, Germany adogan@mpi-in.mpg.de Abstract While sinusoid signal sources are used
More informationComplex RF Mixers, Zero-IF Architecture, and Advanced Algorithms: The Black Magic in Next-Generation SDR Transceivers
Complex RF Mixers, Zero-F Architecture, and Advanced Algorithms: The Black Magic in Next-Generation SDR Transceivers By Frank Kearney and Dave Frizelle Share on ntroduction There is an interesting interaction
More informationFatigue Life Assessment Using Signal Processing Techniques
Fatigue Lie Assessment Using Signal Processing Techniques S. ABDULLAH 1, M. Z. NUAWI, C. K. E. NIZWAN, A. ZAHARIM, Z. M. NOPIAH Engineering Faculty, Universiti Kebangsaan Malaysia 43600 UKM Bangi, Selangor,
More informationEEE 311: Digital Signal Processing I
EEE 311: Digital Signal Processing I Course Teacher: Dr Newaz Md Syur Rahim Associated Proessor, Dept o EEE, BUET, Dhaka 1000 Syllabus: As mentioned in your course calendar Reerence Books: 1 Digital Signal
More informationA Novel Off-chip Capacitor-less CMOS LDO with Fast Transient Response
IOSR Journal o Engineering (IOSRJEN) e-issn: 2250-3021, p-issn: 2278-8719 Vol. 3, Issue 11 (November. 2013), V3 PP 01-05 A Novel O-chip Capacitor-less CMOS LDO with Fast Transient Response Bo Yang 1, Shulin
More informationTraditional Analog Modulation Techniques
Chapter 5 Traditional Analog Modulation Techniques Mikael Olosson 2002 2007 Modulation techniques are mainly used to transmit inormation in a given requency band. The reason or that may be that the channel
More informationPower Optimization in Stratix IV FPGAs
Power Optimization in Stratix IV FPGAs May 2008, ver.1.0 Application Note 514 Introduction The Stratix IV amily o devices rom Altera is based on 0.9 V, 40 nm Process technology. Stratix IV FPGAs deliver
More informationStudy of multi physical parameter monitoring device based on FBG sensors demodulation system
Advances in Engineering Research (AER), volume 116 International Conference on Communication and Electronic Information Engineering (CEIE 2016) Study of multi physical parameter monitoring device based
More informationLength-Sensing OpLevs for KAGRA
Length-Sensing OpLevs or KAGRA Simon Zeidler Basics Length-Sensing Optical Levers are needed in order to measure the shit o mirrors along the optical path o the incident main-laser beam with time. The
More informationOSCILLATORS. Introduction
OSILLATOS Introduction Oscillators are essential components in nearly all branches o electrical engineering. Usually, it is desirable that they be tunable over a speciied requency range, one example being
More informationMcGill University. Department. of Electrical and Computer Engineering. Communications systems A
McGill University Department. o Electrical and Computer Engineering Communications systems 304-411A 1 The Super-heterodyne Receiver 1.1 Principle and motivation or the use o the super-heterodyne receiver
More informationKeysight Technologies Using a Wide-band Tunable Laser for Optical Filter Measurements
Keysight Technologies Using a Wide-band Tunable Laser for Optical Filter Measurements Article Reprint NASA grants Keysight Technologies permission to distribute the article Using a Wide-band Tunable Laser
More informationControl of Light and Fan with Whistle and Clap Sounds
EE389 EDL Report, Department o Electrical Engineering, IIT Bombay, November 2004 Control o Light and Fan with Whistle and Clap Sounds Kashinath Murmu(01D07038) Group: D13 Ravi Sonkar(01D07040) Supervisor
More informationNew metallic mesh designing with high electromagnetic shielding
MATEC Web o Conerences 189, 01003 (018) MEAMT 018 https://doi.org/10.1051/mateccon/01818901003 New metallic mesh designing with high electromagnetic shielding Longjia Qiu 1,,*, Li Li 1,, Zhieng Pan 1,,
More informationCOMPENSATION OF CURRENT TRANSFORMERS BY MEANS OF FIELD PROGRAMMABLE GATE ARRAY
METROLOGY AD MEASUREMET SYSTEMS Index 330930, ISS 0860-89 www.metrology.pg.gda.pl COMPESATIO OF CURRET TRASFORMERS BY MEAS OF FIELD PROGRAMMABLE GATE ARRAY Daniele Gallo, Carmine Landi, Mario Luiso Seconda
More information1. Motivation. 2. Periodic non-gaussian noise
. Motivation One o the many challenges that we ace in wireline telemetry is how to operate highspeed data transmissions over non-ideal, poorly controlled media. The key to any telemetry system design depends
More informationModBox-SB-NIR Near Infra Red Spectral Broadening Unit
The Spectral Broadening ModBox achieves the broadening of an optical signal by modulating its phase via the mean of a very efficient LiNb0 3 phase modulator. A number of side bands are created over a spectral
More informationOverexcitation protection function block description
unction block description Document ID: PRELIMIARY VERSIO ser s manual version inormation Version Date Modiication Compiled by Preliminary 24.11.2009. Preliminary version, without technical inormation Petri
More informationStudy on 3D CFBG Vibration Sensor and Its Application
PHOTONIC SENSORS / Vol. 6, No. 1, 2016: 90 96 Study on 3D CFBG Vibration Sensor and Its Application Qiuming NAN 1,2* and Sheng LI 1,2 1 National Engineering Laboratory or Fiber Optic Sensing Technology,
More informationSolid State Relays & Its
Solid State Relays & Its Applications Presented By Dr. Mostaa Abdel-Geliel Course Objectives Know new techniques in relay industries. Understand the types o static relays and its components. Understand
More informationLecture 3 Concepts for the Data Communications and Computer Interconnection
Lecture 3 Concepts for the Data Communications and Computer Interconnection Aim: overview of existing methods and techniques Terms used: -Data entities conveying meaning (of information) -Signals data
More informationCyclostationarity-Based Spectrum Sensing for Wideband Cognitive Radio
9 International Conerence on Communications and Mobile Computing Cyclostationarity-Based Spectrum Sensing or Wideband Cognitive Radio Qi Yuan, Peng Tao, Wang Wenbo, Qian Rongrong Wireless Signal Processing
More informationWith the proposed technique, those two problems will be overcome. reduction is to eliminate the specific harmonics, which are the lowest orders.
CHAPTER 3 OPTIMIZED HARMONIC TEPPED-WAVEFORM TECHNIQUE (OHW The obective o the proposed optimized harmonic stepped-waveorm technique is to reduce, as much as possible, the harmonic distortion in the load
More informationTIME-FREQUENCY ANALYSIS OF NON-STATIONARY THREE PHASE SIGNALS. Z. Leonowicz T. Lobos
Copyright IFAC 15th Triennial World Congress, Barcelona, Spain TIME-FREQUENCY ANALYSIS OF NON-STATIONARY THREE PHASE SIGNALS Z. Leonowicz T. Lobos Wroclaw University o Technology Pl. Grunwaldzki 13, 537
More informationSimulation of Radio Frequency Integrated Circuits
Simulation o Radio Frequency Integrated Circuits Based on: Computer-Aided Circuit Analysis Tools or RFIC Simulation: Algorithms, Features, and Limitations, IEEE Trans. CAS-II, April 2000. Outline Introduction
More informationA Hybrid Φ/B-OTDR for Simultaneous Vibration and Strain Measurement
PHOTONIC SENSORS / Vol. 6, No. 2, 216: 121 126 A Hybrid Φ/B-OTDR for Simultaneous Vibration and Strain Measurement Fei PENG * and Xuli CAO Key Laboratory of Optical Fiber Sensing & Communications (Ministry
More informationSuppression of Stimulated Brillouin Scattering
Suppression of Stimulated Brillouin Scattering 42 2 5 W i de l y T u n a b l e L a s e r T ra n s m i t te r www.lumentum.com Technical Note Introduction This technical note discusses the phenomenon and
More informationLaboratory Experiment #1 Introduction to Spectral Analysis
J.B.Francis College of Engineering Mechanical Engineering Department 22-403 Laboratory Experiment #1 Introduction to Spectral Analysis Introduction The quantification of electrical energy can be accomplished
More informationConsumers are looking to wireless
Phase Noise Eects on OFDM Wireless LAN Perormance This article quantiies the eects o phase noise on bit-error rate and oers guidelines or noise reduction By John R. Pelliccio, Heinz Bachmann and Bruce
More informationCharacterization of 1.55 µm VCSELs using high-resolution and highdynamic range measurements of the CW optical spectrum
Characterization o.55 µm VCSs using high-resolution and highdynamic range measurements o the CW optical spectrum Asier VillarancaF*F, Javier asobras and Ignacio arcés TOYBA ab., University o Zaragoza,
More informationMotor Gear Fault Diagnosis by Current, Noise and Vibration on AC Machine Considering Environment Sun-Ki Hong, Ki-Seok Kim, Yong-Ho Cho
Motor Gear Fault Diagnosis by Current, Noise and Vibration on AC Machine Considering Environment Sun-Ki Hong, Ki-Seok Kim, Yong-Ho Cho Abstract Lots o motors have been being used in industry. Thereore
More informationThe Application of Active Filters Supported by Pulse Width Modulated Inverters in the Harmonic Simulation of the High Power Electric Traction
The Application o Active Filters Supported by Pulse Width Modulated Inverters in the Harmonic Simulation o the High Power Electric Traction P. Kiss, A. Balogh 2, A. Dán, I. Varjasi 2 Department o Electric
More informationSimulating and Testing of Signal Processing Methods for Frequency Stepped Chirp Radar
Test & Measurement Simulating and Testing of Signal Processing Methods for Frequency Stepped Chirp Radar Modern radar systems serve a broad range of commercial, civil, scientific and military applications.
More informationMFCC-based perceptual hashing for compressed domain of speech content identification
Available online www.jocpr.com Journal o Chemical and Pharmaceutical Research, 014, 6(7):379-386 Research Article ISSN : 0975-7384 CODEN(USA) : JCPRC5 MFCC-based perceptual hashing or compressed domain
More informationLousy Processing Increases Energy Efficiency in Massive MIMO Systems
1 Lousy Processing Increases Energy Eiciency in Massive MIMO Systems Sara Gunnarsson, Micaela Bortas, Yanxiang Huang, Cheng-Ming Chen, Liesbet Van der Perre and Ove Edors Department o EIT, Lund University,
More informationModBox Pulse Shaper Arbitrary Optical Waveform Generator
Delivering Modulation Solutions ModBox The Photline Modbox-Pulse-Shaper is an Optical Modulation Unit to generate short shaped pulses with high extinction ratio at 1030 nm, 1053 nm or 1064 nm. It allows
More informationIEEE Broadband Wireless Access Working Group <
Project Title IEEE 80.16 Broadband Wireless Access Working Group Channel and intererence model or 80.16b Physical Layer Date Submitted Source(s) Re: 000-31-09 Tal Kaitz BreezeCOM
More informationPredicting the performance of a photodetector
Page 1 Predicting the perormance o a photodetector by Fred Perry, Boston Electronics Corporation, 91 Boylston Street, Brookline, MA 02445 USA. Comments and corrections and questions are welcome. The perormance
More informationA NOVEL SCHEME FOR OPTICAL MILLIMETER WAVE GENERATION USING MZM
A NOVEL SCHEME FOR OPTICAL MILLIMETER WAVE GENERATION USING MZM Poomari S. and Arvind Chakrapani Department of Electronics and Communication Engineering, Karpagam College of Engineering, Coimbatore, Tamil
More informationECE 440L. Experiment 1: Signals and Noise (1 week)
ECE 440L Experiment 1: Signals and Noise (1 week) I. OBJECTIVES Upon completion of this experiment, you should be able to: 1. Use the signal generators and filters in the lab to generate and filter noise
More informationPump-Induced Temporal Contrast Degradation in Optical Parametric Chirped-Pulse Amplification. Analysis and Experiment
Pump-Induced Temporal Contrast Degradation in Optical Parametric Chirped-Pulse Ampliication: Analysis and Experiment Introduction Laser matter interactions in new regimes have occurred due to the generation
More informationAn Introduction to Spectrum Analyzer. An Introduction to Spectrum Analyzer
1 An Introduction to Spectrum Analyzer 2 Chapter 1. Introduction As a result of rapidly advancement in communication technology, all the mobile technology of applications has significantly and profoundly
More informationMeasuring the Speed of Light
Physics Teaching Laboratory Measuring the peed o Light Introduction: The goal o this experiment is to measure the speed o light, c. The experiment relies on the technique o heterodyning, a very useul tool
More informationSplitting femtosecond laser pulses by using a Dammann grating
Splitting emtosecond laser pulses by using a Guowei Li, Changhe Zhou, Enwen Dai Shanghai Institute o Optics and Fine Mechanics, Inormation Optics Lab, Academia Sinica, Graduate o the Chinese Academy o
More informationArchitectural benefits of wide bandgap RF power transistors for frequency agile basestation systems Fischer G., Member IEEE
Architectural beneits o wide bandgap RF power transistors or requency agile basestation systems Fischer G., Member IEEE Lucent Technologies, Bell Labs Advanced Technologies EMEA, Thurn-und-Taxis-Straße
More informationModBox-FE-NIR Near-Infra Red Front-End Laser Source
FEATURES Optical waveform flexibility Low jitter Low rise & fall times Very high extinction ratio and stability Proven solution APPLICATIONS Inertial confinement fusion Interaction of intense light with
More informationNoise Removal from ECG Signal and Performance Analysis Using Different Filter
International Journal o Innovative Research in Electronics and Communication (IJIREC) Volume. 1, Issue 2, May 214, PP.32-39 ISSN 2349-442 (Print) & ISSN 2349-45 (Online) www.arcjournal.org Noise Removal
More informationSetup of the four-wavelength Doppler lidar system with feedback controlled pulse shaping
Setup of the four-wavelength Doppler lidar system with feedback controlled pulse shaping Albert Töws and Alfred Kurtz Cologne University of Applied Sciences Steinmüllerallee 1, 51643 Gummersbach, Germany
More informationπ code 0 Changchun,130000,China Key Laboratory of National Defense.Changchun,130000,China Keywords:DPSK; CSRZ; atmospheric channel
4th International Conference on Computer, Mechatronics, Control and Electronic Engineering (ICCMCEE 2015) Differential phase shift keying in the research on the effects of type pattern of space optical
More informationSignals and Systems II
1 To appear in IEEE Potentials Signals and Systems II Part III: Analytic signals and QAM data transmission Jerey O. Coleman Naval Research Laboratory, Radar Division This six-part series is a mini-course,
More informationDesign of External Cavity Semiconductor Lasers to Suppress Wavelength Shift and Mode Hopping
ST/03/055/PM Design o External Cavity Semiconductor Lasers to Suppress Wavelength Shit and Mode Hopping L. Zhao and Z. P. Fang Abstract In this report, a model o ernal cavity semiconductor laser is built,
More informationSimulation Results for Permutation Trellis Codes using M-ary FSK
Simulation Results or Permutation Trellis Codes using M-ary FSK T.G. Swart, I. de Beer, H.C. Ferreira Department o Electrical and Electronic Engineering University o Johannesburg Auckland Park, South Arica
More informationPotentiostat stability mystery explained
Application Note #4 Potentiostat stability mystery explained I- Introduction As the vast majority o research instruments, potentiostats are seldom used in trivial experimental conditions. But potentiostats
More information( ) D. An information signal x( t) = 5cos( 1000πt) LSSB modulates a carrier with amplitude A c
An inormation signal x( t) 5cos( 1000πt) LSSB modulates a carrier with amplitude A c 1. This signal is transmitted through a channel with 30 db loss. It is demodulated using a synchronous demodulator.
More informationThe secondary MZM used to modulate the quadrature phase carrier produces a phase shifted version:
QAM Receiver 1 OBJECTIVE Build a coherent receiver based on the 90 degree optical hybrid and further investigate the QAM format. 2 PRE-LAB In the Modulation Formats QAM Transmitters laboratory, a method
More informationSEG/San Antonio 2007 Annual Meeting. Summary. Morlet wavelet transform
Xiaogui Miao*, CGGVeritas, Calgary, Canada, Xiao-gui_miao@cggveritas.com Dragana Todorovic-Marinic and Tyler Klatt, Encana, Calgary Canada Summary Most geologic changes have a seismic response but sometimes
More informationUMRR: A 24GHz Medium Range Radar Platform
UMRR: A 24GHz Medium Range Radar Platorm Dr.-Ing. Ralph Mende, Managing Director smart microwave sensors GmbH Phone: +49 (531) 39023 0 / Fax: +49 (531) 39023 58 / ralph.mende@smartmicro.de Mittelweg 7
More informationOptical Phase Lock Loop (OPLL) with Tunable Frequency Offset for Distributed Optical Sensing Applications
Optical Phase Lock Loop (OPLL) with Tunable Frequency Offset for Distributed Optical Sensing Applications Vladimir Kupershmidt, Frank Adams Redfern Integrated Optics, Inc, 3350 Scott Blvd, Bldg 62, Santa
More informationAN EFFICIENT SET OF FEATURES FOR PULSE REPETITION INTERVAL MODULATION RECOGNITION
AN EFFICIENT SET OF FEATURES FOR PULSE REPETITION INTERVAL MODULATION RECOGNITION J-P. Kauppi, K.S. Martikainen Patria Aviation Oy, Naulakatu 3, 33100 Tampere, Finland, ax +358204692696 jukka-pekka.kauppi@patria.i,
More informationAnalysis and Design of Autonomous Microwave Circuits
Analysis and Design of Autonomous Microwave Circuits ALMUDENA SUAREZ IEEE PRESS WILEY A JOHN WILEY & SONS, INC., PUBLICATION Contents Preface xiii 1 Oscillator Dynamics 1 1.1 Introduction 1 1.2 Operational
More informationPHASE TO AMPLITUDE MODULATION CONVERSION USING BRILLOUIN SELECTIVE SIDEBAND AMPLIFICATION. Steve Yao
PHASE TO AMPLITUDE MODULATION CONVERSION USING BRILLOUIN SELECTIVE SIDEBAND AMPLIFICATION Steve Yao Jet Propulsion Laboratory, California Institute of Technology 4800 Oak Grove Dr., Pasadena, CA 91109
More informationModBox Pulse C-Band 30 ps
ModBox The Photline Modbox-Pulse-CBand-30ps is a high extinction ratio optical Pulse Generator operating in the C-Band. It allows dynamic extinction ratio of 40dB@1550nm with high stability over time,
More informationWireless Channel Modeling (Modeling, Simulation, and Mitigation)
Wireless Channel Modeling (Modeling, Simulation, and Mitigation) Dr. Syed Junaid Nawaz Assistant Proessor Department o Electrical Engineering COMSATS Institute o Inormation Technology Islamabad, Paistan.
More information6.976 High Speed Communication Circuits and Systems Lecture 16 Noise in Integer-N Frequency Synthesizers
6.976 High Speed Communication Circuits and Systems Lecture 16 in Integer-N Frequency Synthesizers Michael Perrott Massachusetts Institute o Technology Copyright 23 by Michael H. Perrott Frequency Synthesizer
More informationParametric Design Model of Disc-scoop-type Metering Device Based on Knowledge Engineering. Yu Yang 1, a
Advanced Materials Research Online: 2013-10-31 ISSN: 1662-8985, Vols. 834-836, pp 1432-1435 doi:10.4028/www.scientiic.net/amr.834-836.1432 2014 Trans Tech Publications, Switzerland Parametric Design Model
More informationResearch on Fiber Bragg Grating Acoustic Emission Technology Applied in Helicopter Bearing Detection
Available online at www.sciencedirect.com ScienceDirect Procedia Engineering 00 (2014) 000 000 www.elsevier.com/locate/procedia APISAT2014, 2014 Asia-Paciic International Symposium on Aerospace Technology,
More informationAdvanced Test Equipment Rentals ATEC (2832) EDFA Testing with the Interpolation Technique Product Note
Established 1981 Advanced Test Equipment Rentals www.atecorp.com 800-404-ATEC (2832) EDFA Testing with the Interpolation Technique Product Note 71452-1 Agilent 71452B Optical Spectrum Analyzer Table of
More informationIsolator-Free 840-nm Broadband SLEDs for High-Resolution OCT
Isolator-Free 840-nm Broadband SLEDs for High-Resolution OCT M. Duelk *, V. Laino, P. Navaretti, R. Rezzonico, C. Armistead, C. Vélez EXALOS AG, Wagistrasse 21, CH-8952 Schlieren, Switzerland ABSTRACT
More informationTesting with Femtosecond Pulses
Testing with Femtosecond Pulses White Paper PN 200-0200-00 Revision 1.3 January 2009 Calmar Laser, Inc www.calmarlaser.com Overview Calmar s femtosecond laser sources are passively mode-locked fiber lasers.
More informationGentec-EO USA. T-RAD-USB Users Manual. T-Rad-USB Operating Instructions /15/2010 Page 1 of 24
Gentec-EO USA T-RAD-USB Users Manual Gentec-EO USA 5825 Jean Road Center Lake Oswego, Oregon, 97035 503-697-1870 voice 503-697-0633 fax 121-201795 11/15/2010 Page 1 of 24 System Overview Welcome to the
More informationA Wavelet Approach to Wideband Spectrum Sensing for Cognitive Radios
A Wavelet Approach to Wideband Spectrum Sensing or Cognitive Radios Zhi Tian Department o Electrical & Computer Engineering Michigan Technological University Houghton, MI 4993 USA ztian@mtu.edu Georgios
More informationDetermination of Pitch Range Based on Onset and Offset Analysis in Modulation Frequency Domain
Determination o Pitch Range Based on Onset and Oset Analysis in Modulation Frequency Domain A. Mahmoodzadeh Speech Proc. Research Lab ECE Dept. Yazd University Yazd, Iran H. R. Abutalebi Speech Proc. Research
More informationEffect of Layer Spacing and Line Width of PCB Coil on Resonant Frequency Shen WANG, Zhi-qiang WEI, Yan-ping CONG * and Hao-kun CHI
2016 International Conerence on Sustainable Energy, Environment and Inormation Engineering (SEEIE 2016) ISBN: 978-1-60595-337-3 Eect o Layer Spacing and Line Width o PCB Coil on Resonant Frequency Shen
More informationEET 223 RF COMMUNICATIONS LABORATORY EXPERIMENTS
EET 223 RF COMMUNICATIONS LABORATORY EXPERIMENTS Experimental Goals A good technician needs to make accurate measurements, keep good records and know the proper usage and limitations of the instruments
More information