Evaluation of turbulent parameters based on angle-of-arrival fluctuation Yang LI 1,Chao GAO 2, Yi-Ming LI 2, Gang YANG 2 & Xiao-Feng LI 2

Size: px
Start display at page:

Download "Evaluation of turbulent parameters based on angle-of-arrival fluctuation Yang LI 1,Chao GAO 2, Yi-Ming LI 2, Gang YANG 2 & Xiao-Feng LI 2"

Transcription

1 Iteratioal Coferece o Iformatio Techology ad Maagemet Iovatio (ICITMI 15) Evaluatio of turbulet parameters based o agle-of-arrival fluctuatio Yag LI 1,Chao GAO, Yi-Mig LI, Gag YANG & Xiao-Feg LI 1 Accoutig School, Southwester Uiversity of Fiace ad Ecoomics, Chegdu, Chia School of Astroautics ad Aeroautic, Uiversity of Electroic Sciece ad Techology of Chia, Chegdu, Chia KEYWORD: laser propagatio i the atmosphere, agle-of-arrival fluctuatio, correlatio model for evaluatio, comprehesive performace of trasmissio characteristics ABSTRACT: This paper ivestigates the feasibility of adoptig sigle quatified parameter of atmospheric turbulece effect to evaluate others. To erich ad expad the test method o the trasmissio characteristics of atmospheric turbulece, this method could greatly reduce both the workload ad costs of sythetic tests o the laser trasmissio characteristics, which has very positive ad importat sigificaces for applicatios of space optical commuicatio. The correlatio models amog the quatified parameters of atmospheric turbulece effects is deduced. The experimetal results idicates that the agle-of-arrival fluctuatio is related to other atmospheric turbulece effects based o the theory of Kolmogorov turbulece. Thus, other quatified parameters of atmospheric turbulece effects could be evaluated via acquired data of agle-of-arrival fluctuatio. INTRODUCTION The characteristics of laser propagatio through the turbulet atmosphere has bee attractig icreasig attetios i the field of quatitative aalyses for suspeded particles. Based o the large amout of statistical data collected from actual eviromet i log term, the mathematical models could be built to direct the developmet of istrumetatios for atmospheric pollutio testig (Adrews 5, Rao 5). The tests for the characteristics of laser propagatio usually last for 4 hours a day, ad 7 days a week without itermissio. For accuracy, the sample data for further aalyses should be collected i similar coditios, ad the umber of samples should be greater tha or equal to te. Curretly, the Chia govermet has bee buildig may localized testig sites for atmospheric pollutio i large-scale. The test work i some testig sites has accumulated a large umber of data. The followig work should be coducted for estimatig the characteristics of laser propagatio based o collected data ad thus estimatig the degree of atmospheric pollutio. 1) Accomplish the correlatio aalyses for the testig data i the same area. Build the estimatio models for the characteristics of laser propagatio. The models should be validated ad optimized. ) Accomplish the correlatio aalyses for the testig data i differet areas. Build the estimatio models for the characteristics of laser propagatio, which have more applicability. Both the work are still i the iitial stage. The comprehesive characteristics of laser propagatio iclude atmospheric atteuatio, atmospheric turbulece, ad meteorology. There are at least twelve importat parameters i total. To test these parameters simultaeously will lead to huge workload ad also make the aalyses may ad miscellaeous with trifles. To reduce the workload of tests for the characteristics of laser propagatio, a alterative approach is to use the statistics ad the ecoometrics. Based o the relatioships amog the parameters for the characteristics of laser propagatio, some certai parameters could be estimated by a few other parameters. Udoubtedly, this method could largely cut the costs for testig, ad promote the developmet of istrumetatios for atmospheric pollutio testig. CORRELATION MODELSFOR CHARACTERISTICS OF LASER PROPAGATION The stochastic fluctuatio of the atmospheric refractivity would lead to the variatio of optical phase of laser propagatio through the turbulet atmosphere. The commo turbulece effects iclude agle-of-arrival fluctuatio, irradiace scitillatio, beam wader, ad beam spreadig (Toselli 9, Gudimetla 14). 15. The authors - Published by Atlatis Press 85

2 Agle-of-arrival fluctuatios of a optical wave i the plae of the receive aperture are associated with image jitter i the focal plae of a imagig system. Fluctuatios i received irradiace resultig from propagatio through atmospheric turbulece is commoly described as scitillatio, which icludes the temporal variatio i received irradiace ad spatial variatio withi a receiver aperture. I the presece of optical turbulece, a fiite optical beam will experiece radom deflectios as it propagates, causig further spreadig of the beam by large-scale ihomogeeity of the atmosphere, ad the istataeous ceter of the beam is therefore radomly displaced i the receiver plae, producig what is commoly called beam wader. Beam spreadig at the receiver plae ca be modeled as if it arises from a radom tilt agle at the trasmitter plae, similar to agle-of-arrival fluctuatios of a reciprocal propagatig wave with the receiver diameter replaced by the trasmitter beam diameter (Cui 15). Accordig to the Kolmogorov spectrum, the theoretical models of the four turbulece effects for the plae wave are give below (Kolmogorov 1991). 1) Agle-of-arrival fluctuatio: 13 α =.9CD L (1) ) Irradiace scitillatio: I = 1.3Ck L () 3) Beam wader: 13 3 r =.97CD L (3) 4) Beam spreadig: ( ) W =.13D C k L (4) where C is the atmospheric structure costat of refractive idex, D is the optical atea aperture, L is the propagatio optical path legth, k = π λ is the agular wave-umber, λ is the wavelegth. Accordig to these theoretical models, agle-of-arrival fluctuatio, irradiace scitillatio, beam wader, ad beam spreadig are associated with each other turbulece effects by the atmospheric structure costat of refractive idex. O the coditio of fixed de-siged parameters for certai optical commuicatio system, it is possible to estimate oe turbulece effect by other turbulece effect. Based o Equatio 1-4, the correlatio models betwee agle-of-arrival fluctuatio ad other turbulece effects are deduced below. 1) Irradiace scitillatio: I =.4D k L α (5) ) Beam wader: r =.33L α (6) 3) Beam spreadig: ( ) W =.13D D k L α (7) COLLECTED DATA OF THE CHARACTERISTICS OF LASER PROPAGATION The laboratory of space optical commuicatio techology i Uiversity of Electroic Sciece ad Techology of Chia (UESTC) has bee coductig the testig of the characteristics of laser propagatio sice 11. The testig chael locates ear the Qigshuihe Campus of UESTC, which is i the suburb of Chegdu. The legth of testig chael is.7km, ad the wavelegth is 83m. The tests last for 4 hours a day, ad 7 days a week without itermissio. The collectio ad storage of geerated data are full automatic. This paper use the data collected from 6 a.m. to 8 a.m. o March, April, ad May (9 days i total) of 13 year. There are approximate 18 samples for each turbulece effect, which satisfies the requiremets for statistical aalyses. The weather of Chegdu betwee March ad May is relative stability, ad the chael betwee 6: ad 8: is relatively good. O this ote, those samples used i this paper have litter sigular 86

3 values, ad the aalytical results could be beeficial to the estimatio of the characteristics of laser propagatio i other areas. Figure 1-4 depicts the collected data of agle-of-arrival fluctuatio, irradiace scitillatio, beam wader, ad beam spreadig from 6 a.m. to 8 a.m. o March, April, ad May of 13 year i Chegdu. 5 x α 1 Figure 1.Collected data of agle-of-arrival fluctuatio I.5 Figure. Collected data of irradiace scitillatio. 87

4 1.5 x r.5 Figure 3. Collected data of beam wader. COMPARISON OF ESTIMATED VALUES AND COLLECTED DATA Based o the correlatio models betwee the agle-of-arrival fluctuatio ad other turbulece effects deduced i Equatio 5-7, the curves of irradiace scitillatio, beam wader, ad beam spreadig are computed, followed by the compariso of estimated values ad collected data as show i Figure 5-7. We use the actual optical parameters of testig equipmet for the calculatios of the correlatio models. The legth of testig chael L is.7km, the wavelegth λ is 83m, ad the optical atea aperture D is.6m..3. W.1 Figure 4. Collected data of beam spreadig. 88

5 .15 Collected Data Estimated Values.1 I.5 Figure 5. Compariso of estimated values ad collected data of irradiace scitillatio. Table 1. Estimatig Errors of Correlatio Models based o Agle-of-Arrival Fluctuatio absolute errors relative errors I 8.546e % r 9.719e-7 16.% W.85e % The results idicate that the estimated values match collected data. Further ivestigatios ivolve the errors about the correlatio models, as show i Table 1. The absolute ad relative errors of irradiace scitillatio are 8.546e-3 ad 19.13%, respectively. The absolute ad relative errors of beam wader are 9.719e-7 ad16.%, respectively. The absolute ad relative errors of beam spreadig are.85e-3 ad17.6%, respectively. 1.5 x 1-5 Collected Data Estimated Values 1 r.5 Figure 6. Compariso of estimated values ad collected data of irradiace scitillatio. 89

6 .3 Collected Data Estimated Values. W.1 Figure 7. Compariso of estimated values ad collected data of irradiace scitillatio. The stochastic fluctuatio of atmospheric refractivity will lead to the stochastic fluctuatio of wave frot phase whe propagatio. Based o the Kolmogorov spectrum, there are certai relevacies betwee the agle-of-arrival fluctuatio ad other turbulece effects. It is available to estimate other turbulece effects for further aalyses by collectig the data of agle-of-arrival fluctuatio. CONCLUSION This paper adopts the collected data of agle-of-arrival fluctuatio to evaluate other turbulece effects such as irradiace scitillatio, beam wader, ad beam spreadig. This method could erich ad expad the testig method o the trasmissio characteristics of atmospheric turbulece. Based o the correlatio models ad the actual optical parameters of testig equipmet, the relative errors of estimated values for irradiace scitillatio, beam wader, ad beam spreadig are smaller tha %. It must be poited that the collected data of agle-of-arrival fluctuatio is relevat to the actual parameters of testig equipmet, o which the quatitative aalyses are based. Nevertheless, the method proposed i the paper is ot limited to the actual parameters of testig equipmet. REFERENCES [1] Adrews, L.C. 5. Laser Beam Propagatio through Radom Media, d. Belligham: SPIE Press Moograph. [] Cui, L. 15. Aalysis of marie atmospheric turbulece effects o ifrared imagig system by agle of arrival fluctuatios. Ifrared Physics ad Techology 68(1): [3] Gudimetla, V.S.R, Holmes, R.B., &Riker, J.F. 14. Aalytical expressios for the logamplitude correlatio fuctio for spherical wave propagatio through aisotropic o- Kolmogorov atmosphere. Joural of the Optical Society of America A: Optics, Image Sciece, ad Visio 31(1): [4] Kolmogorov, A.N The local structure of turbulece i icompressible viscous fluid for very large Reyolds umbers. Proceedigs of the Royal Society A 434(189): [5] Rao, R. 5. Light Propagatio i the Turbulet Atmosphere. Hefei: Ahui Sciece ad Techology Press. [6] Toselli. I., Adrews, L.C., Phillips, R.L., &Ferrero, V. 9. Free space optical system performace for a Gaussia beam propagatig through o-kolmogorov weak turbulece. IEEE Trasactios o Ateas ad Propagatio 57(6):

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

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

More information

Chapter 3. GPS Signal Propagation Characteristics and its Modeling

Chapter 3. GPS Signal Propagation Characteristics and its Modeling Chapter 3 GPS Sigal Propagatio Characteristics ad its Modelig 3. Itroductio GPS avigatio sigal icludes vital iformatio such as orbital parameters, clock error coefficiets etc. This received sigal is affected

More information

Analysis of SDR GNSS Using MATLAB

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

More information

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

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

More information

Problem of calculating time delay between pulse arrivals

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

More information

The Firing Dispersion of Bullet Test Sample Analysis

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

More information

ISSN 075-47. : (7) 014 61.371.3.,. (.. ),. (..,.),. E-mail: shramko.adezhda@mail.ru, igor.molokovskiy@gmail.com.,,,,. :,,,,,.,,...,.. []: ; -, ;.,,., ( ),.. : 1) ; ),,.,..,,.. 156 ISSN 075-47. : (7) 014,,.

More information

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

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

More information

TO DETERMINE THE NUMERICAL APERTURE OF A GIVEN OPTICAL FIBER. 2. Sunil Kumar 3. Varun Sharma 4. Jaswinder Singh

TO DETERMINE THE NUMERICAL APERTURE OF A GIVEN OPTICAL FIBER. 2. Sunil Kumar 3. Varun Sharma 4. Jaswinder Singh TO DETERMINE THE NUMERICAL APERTURE OF A GIVEN OPTICAL FIBER Submitted to: Mr. Rohit Verma Submitted By:. Rajesh Kumar. Suil Kumar 3. Varu Sharma 4. Jaswider Sigh INDRODUCTION TO AN OPTICAL FIBER Optical

More information

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

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

More information

Circular waveguides. Introduction. Table of Contents

Circular waveguides. Introduction. Table of Contents Itroductio Circular waveguides Waveguides ca be simply described as metal pipes. Depedig o their cross sectio there are rectagular waveguides (described i separate tutorial) ad circular waveguides, which

More information

History and Advancement of the Family of Log Periodic Toothed Planer Microstrip Antenna

History and Advancement of the Family of Log Periodic Toothed Planer Microstrip Antenna Joural of Electromagetic Aalysis ad Applicatios, 2011, 3, 242-247 doi:10.4236/jemaa.2011.36039 Published Olie Jue 2011 (http://www.scirp.org/joural/jemaa) History ad Advacemet of the Family of Log Periodic

More information

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

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

More information

A study on traffic accident measures in municipal roads by using GIS

A study on traffic accident measures in municipal roads by using GIS icccbe 010 Nottigham Uiversity Press Proceedigs of the Iteratioal Coferece o Computig i Civil ad Buildig Egieerig W Tizai (Editor) A study o traffic accidet measures i muicipal roads by usig GIS Satoshi

More information

Performances Evaluation of Reflectarray Antenna using Different Unit Cell Structures at 12GHz

Performances Evaluation of Reflectarray Antenna using Different Unit Cell Structures at 12GHz Idia Joural of Sciece ad Techology, Vol 9(46), DOI: 1.17485/ijst/216/v9i46/17146, December 216 ISSN (Prit) : 974-6846 ISSN (Olie) : 974-5645 Performaces Evaluatio of Reflectarray Atea usig Differet Uit

More information

Research & Reviews: Journal of Engineering and Technology

Research & Reviews: Journal of Engineering and Technology ISSN:319-9873 Research & Reiews: Joural of Egieerig ad Techology Performace Aalysis of FSO Modulatio Schemes with Diersity Receptio Oer Atmospheric Turbulece Chael Wafaa MRS* Al-Furat Al-Awsat Techical

More information

Importance Analysis of Urban Rail Transit Network Station Based on Passenger

Importance Analysis of Urban Rail Transit Network Station Based on Passenger Joural of Itelliget Learig Systems ad Applicatios, 201, 5, 22-26 Published Olie November 201 (http://www.scirp.org/joural/jilsa) http://dx.doi.org/10.426/jilsa.201.54027 Importace Aalysis of Urba Rail

More information

A New Method for Traffic Prediction in Emerging Mobile Networks

A New Method for Traffic Prediction in Emerging Mobile Networks Joural of Commuicatios Vol., No. 2, December 2 A New Method for Traffic Predictio i Emergig Mobile Networks Yuia Jia, Beili Wa, Liag Liag, Qia Zhao, Yu Zhag, ad Liag Tag2 College of Commuicatio Egieerig,

More information

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

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

More information

RECOMMENDATION ITU-R P Propagation by diffraction

RECOMMENDATION ITU-R P Propagation by diffraction Rec. ITU-R P.- 1 RECOMMENDATION ITU-R P.- Propagatio by diffractio (Questio ITU-R / The ITU Radiocommuicatio Assembly, (1-1-1-1-1-1-1-1- cosiderig a that there is a eed to provide egieerig iformatio for

More information

Geometrical Optics Fiber optics

Geometrical Optics Fiber optics Phys 322 Lecture 15 Chapter 5 Geometrical Optics Fiber optics First optical commuicatio Alexader Graham Bell 1847-1922 1880: photophoe 4 years after ivetig a telephoe! Fiberoptics: first lightguide 1870:

More information

Calibrating Car-following Model with Trajectory Data by Cell Phone

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

More information

APPLICATION NOTE UNDERSTANDING EFFECTIVE BITS

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

More information

Super J-MOS Low Power Loss Superjunction MOSFETs

Super J-MOS Low Power Loss Superjunction MOSFETs Low Power Loss Superjuctio MOSFETs Takahiro Tamura Mutsumi Sawada Takayuki Shimato ABSTRACT Fuji Electric has developed superjuctio MOSFETs with a optimized surface desig that delivers lower switchig.

More information

LAB 7: Refractive index, geodesic lenses and leaky wave antennas

LAB 7: Refractive index, geodesic lenses and leaky wave antennas EI400 Applied Atea Theory LAB7: Refractive idex ad leaky wave ateas LAB 7: Refractive idex, geodesic leses ad leaky wave ateas. Purpose: The mai goal of this laboratory how to characterize the effective

More information

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

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

More information

ECE 333: Introduction to Communication Networks Fall Lecture 4: Physical layer II

ECE 333: Introduction to Communication Networks Fall Lecture 4: Physical layer II ECE 333: Itroductio to Commuicatio Networks Fall 22 Lecture : Physical layer II Impairmets - distortio, oise Fudametal limits Examples Notes: his lecture cotiues the discussio of the physical layer. Recall,

More information

HOW BAD RECEIVER COORDINATES CAN AFFECT GPS TIMING

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

More information

Novel pseudo random number generation using variant logic framework

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

More information

BANDWIDTH AND GAIN ENHANCEMENT OF MULTIBAND FRACTAL ANTENNA BASED ON THE SIERPINSKI CARPET GEOMETRY

BANDWIDTH AND GAIN ENHANCEMENT OF MULTIBAND FRACTAL ANTENNA BASED ON THE SIERPINSKI CARPET GEOMETRY ISSN: 2229-6948(ONLINE) DOI: 10.21917/ijct.2013.0095 ICTACT JOURNAL ON COMMUNICATION TECHNOLOGY, MARCH 2013, VOLUME: 04, ISSUE: 01 BANDWIDTH AND GAIN ENHANCEMENT OF MULTIBAND FRACTAL ANTENNA BASED ON THE

More information

CHAPTER 5 A NEAR-LOSSLESS RUN-LENGTH CODER

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

More information

The Eye. Objectives: Introduction. PHY 192 The Eye 1

The Eye. Objectives: Introduction. PHY 192 The Eye 1 PHY 92 The Eye The Eye Objectives: Describe the basic process of image formatio by the huma eye ad how it ca be simulated i the laboratory. Kow what measuremets are ecessary to quatitatively diagose ear-sightedess

More information

Is Diversity Gain Worth the Pain: Performance Comparison Between Opportunistic Multi-Channel MAC and Single-Channel MAC

Is Diversity Gain Worth the Pain: Performance Comparison Between Opportunistic Multi-Channel MAC and Single-Channel MAC Is Diversity Gai Worth the Pai: Performace Compariso Betwee Opportuistic Multi-Chael MAC ad Sigle-Chael MAC Yag Liu 1, Migya Liu 1 ad Jig Deg 2 1 Departmet of Electrical Egieerig ad Computer Sciece, Uiv.

More information

Symbol Error Rate Evaluation for OFDM Systems with MPSK Modulation

Symbol Error Rate Evaluation for OFDM Systems with MPSK Modulation Symbol Error Rate Evaluatio for OFDM Systems with MPS Modulatio Yuhog Wag ad Xiao-Pig Zhag Departmet of Electrical ad Computer Egieerig, Ryerso Uiversity 35 Victoria Street, Toroto, Otario, Caada, M5B

More information

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

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

More information

Tunable Pulse Amplitude and Position Modulation Technique for Reliable Optical Wireless Communication Channels

Tunable Pulse Amplitude and Position Modulation Technique for Reliable Optical Wireless Communication Channels JOURNA OF COMMUNICATIONS, VO., NO., MARCH 7 Tuable ulse Amplitude ad ositio Modulatio Techique for Reliable Optical Wireless Commuicatio Chaels Yu Zeg, Roger.J.Gree, Shaobo Su ad Mark.S.eeso Commuicatios

More information

Sapana P. Dubey. (Department of applied mathematics,piet, Nagpur,India) I. INTRODUCTION

Sapana P. Dubey. (Department of applied mathematics,piet, Nagpur,India) I. INTRODUCTION IOSR Joural of Mathematics (IOSR-JM) www.iosrjourals.org COMPETITION IN COMMUNICATION NETWORK: A GAME WITH PENALTY Sapaa P. Dubey (Departmet of applied mathematics,piet, Nagpur,Idia) ABSTRACT : We are

More information

LETTER A Novel Adaptive Channel Estimation Scheme for DS-CDMA

LETTER A Novel Adaptive Channel Estimation Scheme for DS-CDMA 1274 LETTER A Novel Adaptive Chael Estimatio Scheme for DS-CDMA Che HE a), Member ad Xiao-xiag LI, Nomember SUMMARY This paper proposes a adaptive chael estimatio scheme, which uses differet movig average

More information

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

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

More information

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

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

More information

Unified escription of cattering and ropagation FY13 Annual Report

Unified escription of cattering and ropagation FY13 Annual Report DISTRIBUTION STATEMENT A. Approved for public release; distributio is ulimited. Uified escriptio of catterig ad ropagatio FY13 Aual Report David Paul Kobles Applied Research Laboratories The Uiversity

More information

IEEE P Wireless Personal Area Networks

IEEE P Wireless Personal Area Networks November 6 IEEE P8.5-6-398-3-3c IEEE P8.5 Wireless Persoal Area Networks Project Title IEEE P8.5 Workig Group for Wireless Persoal Area Networks (WPANs) Statistical 6 GHz Idoor Chael Model Usig Circular

More information

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

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

More information

Subcarriers and Bits Allocation in Multiuser Orthogonal Frequency Division Multiplexing System

Subcarriers and Bits Allocation in Multiuser Orthogonal Frequency Division Multiplexing System Sesors & Trasducers, Vol. 168, Issue 4, April 014, pp. 10-15 Sesors & Trasducers 014 by IFSA Publishig, S. L. http://www.sesorsportal.com Subcarriers ad Bits Allocatio i Multiuser Orthogoal Frequecy Divisio

More information

Noncoherent Detection of Satellite-Based AIS Signal with Phase Offset Compensation

Noncoherent Detection of Satellite-Based AIS Signal with Phase Offset Compensation Sesors & Trasducers Vol. 166 Issue 3 March 2014 pp. 128-134 Sesors & Trasducers 2014 by IFSA Publishig S. L. http://www.sesorsportal.com Nocoheret Detectio of Satellite-Based AIS Sigal with Phase Offset

More information

The Institute of Chartered Accountants of Sri Lanka

The Institute of Chartered Accountants of Sri Lanka The Istitute of Chartered Accoutats of Sri Laka Postgraduate Diploma i Busiess ad Fiace Quatitative Techiques for Busiess Hadout 02:Presetatio ad Aalysis of data Presetatio of Data The Stem ad Leaf Display

More information

Advanced Telemetry Tracking System for High Dynamic Targets

Advanced Telemetry Tracking System for High Dynamic Targets Advaced Telemetry Trackig System for High Dyamic Targets Item Type text; Proceedigs Authors Mischwaer, Natha; Leide, Nelso Paiva Oliveira Publisher Iteratioal Foudatio for Telemeterig Joural Iteratioal

More information

A Radio Resource Allocation Algorithm for QoS Provision in PMP-based Systems

A Radio Resource Allocation Algorithm for QoS Provision in PMP-based Systems 530 OURAL OF COMMUICATIOS, VOL. 5, O. 7, ULY 00 A Radio Resource Allocatio Algorithm for QoS Provisio i PMP-based Systems Pig Wag Broadbad Wireless commuicatios ad Multimedia laboratory, Key Laboratory

More information

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

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

More information

CAEN Tools for Discovery

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

More information

Research Article Dominant Mode Wave Impedance of Regular Polygonal Waveguides

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

More information

Indoor Localization by Pattern Matching Method Based On Extended Database

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

More information

Design of FPGA Based SPWM Single Phase Inverter

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

More information

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

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

More information

ELEC 350 Electronics I Fall 2014

ELEC 350 Electronics I Fall 2014 ELEC 350 Electroics I Fall 04 Fial Exam Geeral Iformatio Rough breakdow of topic coverage: 0-5% JT fudametals ad regios of operatio 0-40% MOSFET fudametals biasig ad small-sigal modelig 0-5% iodes (p-juctio

More information

A New FDTD Method for the Study of MRI Pulsed Field Gradient- Induced Fields in the Human Body

A New FDTD Method for the Study of MRI Pulsed Field Gradient- Induced Fields in the Human Body A New FDTD Method for the Study of MRI Pulsed Field Gradiet- Iduced Fields i the Huma Body Stuart Crozier, Huawei Zhao ad Liu Feg Cetre For Magetic Resoace, The Uiversity of Queeslad, St. Lucia, Qld 4072,

More information

Proceedings of the 8th WSEAS Int. Conf. on ELECTRONICS, HARDWARE, WIRELESS and OPTICAL COMMUNICATIONS

Proceedings of the 8th WSEAS Int. Conf. on ELECTRONICS, HARDWARE, WIRELESS and OPTICAL COMMUNICATIONS Aalysis of Low Noise ad Gai Flatteed Distributed Rama Amplifiers Usig Differet Fibers FARZIN EMAMI, AMIR H. JAFARI Opto-electroic Research Ceter, Electroic Departmet Shiraz Uiversity of Techology Airport

More information

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

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

More information

ADITIONS TO THE METHOD OF ELECTRON BEAM ENERGY MEASUREMENT USING RESONANT ABSORPTION OF LASER LIGHT IN A MAGNETIC FIELD.

ADITIONS TO THE METHOD OF ELECTRON BEAM ENERGY MEASUREMENT USING RESONANT ABSORPTION OF LASER LIGHT IN A MAGNETIC FIELD. ADITIONS TO THE METHOD OF ELECTRON BEAM ENERGY MEASUREMENT USING RESONANT ABSORPTION OF LASER LIGHT IN A MAGNETIC FIELD. Melikia R.A. (YerPhI Yereva) 1. NEW CONDITION OF RESONANT ABSORPTION Below we ca

More information

Open Access Researching Coal and Rock Character Recognition Based on Wavelet Packet Frequency Band Energy

Open Access Researching Coal and Rock Character Recognition Based on Wavelet Packet Frequency Band Energy Sed Orders for Reprits to reprits@bethamsciece.ae The Ope Automatio ad Cotrol Systems Joural, 04, 6, 793-797 793 Ope Access Researchig Coal ad Roc Character Recogitio Based o Wavelet Pacet Frequecy Bad

More information

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

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

More information

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

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

More information

Performance Analysis of Channel Switching with Various Bandwidths in Cognitive Radio

Performance Analysis of Channel Switching with Various Bandwidths in Cognitive Radio Performace Aalysis of Chael Switchig with Various Badwidths i Cogitive Radio Po-Hao Chag, Keg-Fu Chag, Yu-Che Che, ad Li-Kai Ye Departmet of Electrical Egieerig, Natioal Dog Hwa Uiversity, 1,Sec.2, Da-Hsueh

More information

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

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

More information

Lossless image compression Using Hashing (using collision resolution) Amritpal Singh 1 and Rachna rajpoot 2

Lossless image compression Using Hashing (using collision resolution) Amritpal Singh 1 and Rachna rajpoot 2 Lossless image compressio Usig Hashig (usig collisio resolutio) Amritpal Sigh 1 ad Racha rajpoot 2 1 M.Tech.* CSE Departmet, 2 Departmet of iformatio techology Guru Kashi UiversityTalwadi Sabo, Bathida

More information

A PLANE WAVE MONTE CARLO SIMULATION METHOD FOR REVERBERATION CHAMBERS

A PLANE WAVE MONTE CARLO SIMULATION METHOD FOR REVERBERATION CHAMBERS A PLANE WAVE MONTE CARLO SIMULATION METHOD FOR REVERBERATION CHAMBERS L. Musso *,**,***, V. Berat *, F. Caavero **, B. Demouli *** * Directio de la Recherche Techocetre Reault 1, Av. du Golf 7888 Guyacourt,

More information

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

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

More information

Measurement of Equivalent Input Distortion AN 20

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

More information

Selective Periodic Component Carrier Assignment Technique in LTE and LTE-A Systems

Selective Periodic Component Carrier Assignment Technique in LTE and LTE-A Systems Selective Periodic Compoet Carrier Assigmet Techique i LTE ad LTE-A Systems Husu S. Narma ad Mohammed Atiquzzama School of Computer Sciece, Uiversity of Oklahoma, Norma, OK 73019 Email: {husu, atiq}@ou.edu

More information

Intermediate Information Structures

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

More information

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

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

More information

A novel adaptive modulation and coding strategy based on partial feedback for enhanced MBMS network

A novel adaptive modulation and coding strategy based on partial feedback for enhanced MBMS network THE JOURNAL OF CHINA UNIVERSITIES OF POSTS AND TELECOMMUNICATIONS Volume 5, Issue, March 2008 SHENG Yu, PENG Mu-ge, WANG We-bo A ovel adaptive modulatio ad codig strategy based o partial feedback for ehaced

More information

PERFORMANCE COMPARISON BETWEEN MC-CDMA AND DS-CDMA SYSTEMS FOR AWGN AND RAYLEIGH FADING CHANNEL

PERFORMANCE COMPARISON BETWEEN MC-CDMA AND DS-CDMA SYSTEMS FOR AWGN AND RAYLEIGH FADING CHANNEL ISSN: 2278 99X Volume, Issue 11, November 215 PERFORMANCE COMPARISON BETWEEN MC-CDMA AND DS-CDMA SYSTEMS FOR AWGN AND RAYLEIGH FADING CHANNEL R.Ramalakshmi, S.Karthikeya Abstract- The latest techology

More information

Precise Point Positioning for Mobile Robots using Software GNSS Receiver and QZSS LEX Signal

Precise Point Positioning for Mobile Robots using Software GNSS Receiver and QZSS LEX Signal 23 IEEE/RSJ Iteratioal Coferece o Itelliget Robots ad Systems (IROS) November 3-7, 23. Tokyo, Japa Precise Poit Positioig for Mobile Robots usig Software GNSS Receiver ad QZSS Sigal Taro Suzuki, ad Nobuaki

More information

Markov Modulated Punctured Autoregressive Processes for Traffic and Channel Modeling *

Markov Modulated Punctured Autoregressive Processes for Traffic and Channel Modeling * Markov Modulated Puctured Autoregressive Processes for Traffic ad Chael Modelig * Trista Pei-chu Che ad Tsuha Che + Departmet of Electrical ad Computer Egieerig Caregie Mello Uiversity, PA 1513 {peichu,

More information

Optimal Arrangement of Buoys Observable by Means of Radar

Optimal Arrangement of Buoys Observable by Means of Radar Optimal Arragemet of Buoys Observable by Meas of Radar TOMASZ PRACZYK Istitute of Naval Weapo ad Computer Sciece Polish Naval Academy Śmidowicza 69, 8-03 Gdyia POLAND t.praczy@amw.gdyia.pl Abstract: -

More information

Illumination Compensation for 2-D Barcode Recognition Basing Morphologic

Illumination Compensation for 2-D Barcode Recognition Basing Morphologic Research Joural of Applied Scieces, Egieerig ad Techology 5(12): 3273-3280, 2013 ISSN: 2040-7459; e-issn: 2040-7467 Maxwell Scietific Orgaizatio, 2013 Submitted: March, 09, 2012 Accepted: August 15, 2012

More information

Technical Requirements for Fixed Line-of-Sight Radio Systems Operating in the Band GHz

Technical Requirements for Fixed Line-of-Sight Radio Systems Operating in the Band GHz Issue 3 December 2010 Spectrum Maagemet ad Telecommuicatios Stadard Radio System Pla Techical Requiremets for Fixed Lie-of-Sight Radio Systems Operatig i the Bad 14.5-15.35 GHz Jauary 2013 - Evelope B

More information

Combined Scheme for Fast PN Code Acquisition

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

More information

Beam Pattern Scanning (BPS) versus Space-Time Block Coding (STBC) and Space-Time Trellis Coding (STTC)

Beam Pattern Scanning (BPS) versus Space-Time Block Coding (STBC) and Space-Time Trellis Coding (STTC) It. J. Commuicatios, Network ad System Scieces, 2009, 6, 469-479 doi:10.4236/ijcs.2009.26051 Published Olie September 2009 (http://www.scirp.org/joural/ijcs/). 469 Beam Patter Scaig (BPS) versus Space-Time

More information

COMPRESSION OF TRANSMULTIPLEXED ACOUSTIC SIGNALS

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

More information

Full-length non-linear binary sequences with Zero Correlation Zone for multiuser communications

Full-length non-linear binary sequences with Zero Correlation Zone for multiuser communications 94 Iteratioal Joural of Commuicatio Networks ad Imatio Security (IJCNIS) Vol. 7, No. 2, August 2015 Full-legth o-liear biary sequeces with Zero Correlatio Zoe multiuser commuicatios Mahdiyar Sarayloo 1,

More information

THE AUTOMATED SYSTEM OF THE RHYTHM ANALYSIS IN THE EDUCATIONAL PROCESS OF A HIGHER EDUCATIONAL INSTITUTION ON THE BASIS OF APRIORISTIC DATA

THE AUTOMATED SYSTEM OF THE RHYTHM ANALYSIS IN THE EDUCATIONAL PROCESS OF A HIGHER EDUCATIONAL INSTITUTION ON THE BASIS OF APRIORISTIC DATA THE AUTOMATED SYSTEM OF THE RHYTHM ANALYSIS IN THE EDUCATIONAL PROCESS OF A HIGHER EDUCATIONAL INSTITUTION ON THE ASIS OF APRIORISTIC DATA Nicolae PELIN PhD, Associate Professor, Iformatio Techology Deartmet,

More information

Adaptive Resource Allocation in Multiuser OFDM Systems

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

More information

Color gamut of SOCS and its comparison to Pointer's gamut

Color gamut of SOCS and its comparison to Pointer's gamut Color gamut of SOCS ad its compariso to Poiter's gamut Masao Iui*, Tomotaka Hirokaw, oshihiko Azum, ad Johji Tajim* * Tokyo Polytechic Uiversity 58 Iiyama, Atsugi, Kaagawa 24-297, Japa ** Nagoya City Uiversity

More information

Statistical modelling and computer simulation of indoor radio channel

Statistical modelling and computer simulation of indoor radio channel Statistical modellig ad computer simulatio of idoor radio chael R. Gaesh K. Pahlava dexig terms : Radiocommuicatio, Simulatio, Propagatio Abstract: Multipath profiles obtaied from radio propagatio measuremets

More information

Application of Image Fusion to Wireless Image Transmission

Application of Image Fusion to Wireless Image Transmission Applicatio of Image Fusio to Wireless Image Trasmissio Liae C. Ramac ad Pramod K. Varshey EECS Departmet, Syracuse Uiversity 121 Lik Hall, Syracuse, NY 13244 Email: lcramac@mailbox.syr.edu, varshey@cat.syr.edu

More information

Radiation Pattern of Multibeam Array Antenna with Digital Beamforming for Stratospheric Communication System: Statistical Simulation

Radiation Pattern of Multibeam Array Antenna with Digital Beamforming for Stratospheric Communication System: Statistical Simulation Radiatio Patter of Multibeam Array Atea with Digital Beamformig for Stratospheric Commuicatio System: Statistical Simulatio Bo-Ju Ku, Do-Seob Ah, Seog-Pal Lee, A.V. Shishlov, A.S. Reutov, S.A. Gai, ad

More information

Introduction to Wireless Communication Systems ECE 476/ECE 501C/CS 513 Winter 2003

Introduction to Wireless Communication Systems ECE 476/ECE 501C/CS 513 Winter 2003 troductio to Wireless Commuicatio ystems ECE 476/ECE 501C/C 513 Witer 2003 eview for Exam #1 March 4, 2003 Exam Details Must follow seatig chart - Posted 30 miutes before exam. Cheatig will be treated

More information

RMS WIDTH OF PULSES PROPAGATING IN AN ARBITRARY DISPERSIVE MEDIUM

RMS WIDTH OF PULSES PROPAGATING IN AN ARBITRARY DISPERSIVE MEDIUM RMS WIDTH OF PULSES PROPAGATING IN AN ARBITRARY DISPERSIVE MEDIUM P.- A. Bélaer, A. Gajadharsih COPL, Départemet de Physique, Uiversité Laval. ad C. Paré Istitut Natioal d Optique INO, Québec. Abstract

More information

A Research on Spectrum Allocation Using Optimal Power in Downlink Wireless system

A Research on Spectrum Allocation Using Optimal Power in Downlink Wireless system Iteratioal Research Joural of Egieerig ad Techology (IRJET) e-iss: 2395-0056 Volume: 03 Issue: 04 Apr-206 www.irjet.et p-iss: 2395-0072 A Research o Spectrum Allocatio Usig Optimal Power i Dowli Wireless

More information

Physics 41 Exam 2 Spring 2012

Physics 41 Exam 2 Spring 2012 Physics 4 Exam 2 Sprig 202 Name: Coceptual Questios ad Short P (2 Poits Each) Circle the BEST aswer!. A les produces a sharply-focused, iverted image o a scree as show. What will you see o the scree if

More information

A New Energy Efficient Data Gathering Approach in Wireless Sensor Networks

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

More information

Data Mining of Bayesian Networks to Select Fusion Nodes from Wireless Sensor Networks

Data Mining of Bayesian Networks to Select Fusion Nodes from Wireless Sensor Networks www.ijcsi.org http://dx.doi.org/10.20943/01201604.1115 11 Data Miig of Bayesia Networks to Select Fusio Nodes from Wireless Networks Yee Mig Che 1 Chi-Shu Hsueh 2 Chu-Kai Wag 3 1,3 Departmet of Idustrial

More information

Evaluation of High-speed Train Communication Handover Models Based on DEA

Evaluation of High-speed Train Communication Handover Models Based on DEA Evaluatio of High-speed rai Commuicatio Hadover Models Based o DEA Yuzhe Zhou State Key Laboratory of Rail raffic Cotrol ad Safety Beiig Jiaotog Uiversity Beiig 100044 P.R. Chia 12120198@btu.edu.c Bo Ai

More information

Improved Correction Localization Algorithm Based on Dynamic Weighted Centroid for Wireless Sensor Networks

Improved Correction Localization Algorithm Based on Dynamic Weighted Centroid for Wireless Sensor Networks Sesors & Trasducers, Vol. 76, Issue 8, August 204, pp. 34-39 Sesors & Trasducers 204 by IFSA Publishig, S. L. http://www.sesorsportal.com Improved Correctio Localizatio Algorithm Based o Dyamic Weighted

More information

3rd International Conference on Mechatronics and Information Technology (ICMIT 2016)

3rd International Conference on Mechatronics and Information Technology (ICMIT 2016) 3rd Iteratioal Coferece o Mechatroics ad Iformatio Techology (ICMIT 206) A Novel Iterferece Suppressio Algorithm Based o Irregular Wavelet Pacet Trasform i DSSS Satellite Commuicatio System Yaghui Tog,

More information

Assessment of Soil Parameter Estimation Errors for Fusion of Multichannel Radar Measurements

Assessment of Soil Parameter Estimation Errors for Fusion of Multichannel Radar Measurements Assessmet of Soil Parameter Estimatio Errors for Fusio of Multichael Radar Measuremets A. urei, D. Marshall, D. Radford,. Lever Cardiff Uiversity 5 The Parade, Roath, CF4 0YF, Cardiff, U A.urei@cs.cf.ac.u

More information

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

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

More information

Unit 5: Estimating with Confidence

Unit 5: Estimating with Confidence Uit 5: Estimatig with Cofidece Sectio 8.2 The Practice of Statistics, 4 th editio For AP* STARNES, YATES, MOORE Uit 5 Estimatig with Cofidece 8.1 8.2 8.3 Cofidece Itervals: The Basics Estimatig a Populatio

More information