Professor of Computer Engineering, Shobra Faculty of Engineering, Benha University, Cairo,Egypt, Cairo,Egypt

Size: px
Start display at page:

Download "Professor of Computer Engineering, Shobra Faculty of Engineering, Benha University, Cairo,Egypt, Cairo,Egypt"

Transcription

1 Visible Light Communication (VLC) Channel Moeling [1] M.Mohanna, [2] Raafat A.EL-Kammar, [3] M.LotfyRabeh, [4] Mohame I.Gabr [1] Professor, National Research Institute an Geophysics, Cairo, Egypt [2] Professor of Computer Engineering, Shobra Faculty of Engineering, Benha University, Cairo,Egypt, [3] Assistant Professor, Department of Electrical Engineering, Shobra Faculty of Engineering, Benha University, Cairo,Egypt [4] Assistant Lecturer, Department of Electrical Engineering, Al Safwa High Institute of Engineering, Cairo, Egypt Abstract: - The Raio Frequency (RF) suffers from interference with most electronic evices, limite, scar, expensive an also it can penetrate through walls that make it unsecure. To overcome these limitations, we use Visible Light Communication Technique (VLC) that use Light Emitting Dioe (LED) for transferring ata, in aition to its main function, lighting.vlc system uses LEDs ue to its higher ata rate, longer life time, easy to install an low cost, so it is preferre rather than other lighting sources. VLC transfers ata over a range in Electromagnetic (EM) spectrum which is visible to human that s from ( nm). In this paper, we report a simulation program for inoor visible light communication environment base on Matlab where we introuce both Line of Sight (LoS) an Non Line of Sight (N-LoS) moels for visible light source an photoioe in wireless communication an introuce for the first time the effect of reflections from the room four walls on the receiver surface. Inex Terms- Optical Wireless Communication (OWC), Fiel of View (FOV), half power angle, lambertian orer, Line of Sight (LoS), Non Line of Sight (N-LoS). I. INTRODUCTION During last years, more researches have been mae trying to fin alternative technology to transmit ata instea of the traitional way of transmission, I mean, Raio Frequency (RF) spectrum ue to, first, its capacity has been almost saturate, secon, the multimeia applications an ata streaming are growing up every ay significantly, thir, the raio frequency causes interference with most electronics evices. So, as a result of these huge tries to fin another methos, many technologies have been introuce like millimeter waves, terahertz waves an optical waves[1]. The communication using millimeter an terahertz waves require very high frequencies, that make them, on t travel near the earth, so it can t be use in inoor communications. So, scientists turn to use optical waves which represente in the use of optical wireless communication (OWC) or free space optics (FSO) like visible, infrare (IR) or ultraviolet (UV) light to carry signal. Toay s, optical communication technique can be ivie into two categories: Fiber Optics an Free Space Optics (FSO), the main ifference between them is the meium that each one of them uses to propagate an sen ata. Fiber optics is base on the optical fiber cable which it uses as a meium. On the other sie, the FSO uses the air to transmit the ata. They both use either LASER or LEDs. both technologies have avantages an isavantages where fiber optics can achieve much higher ata rates than FSO, but FSO can achieve ata transfer to places where cables establishe is impossible or the absence of electromagnetic waves is important. So, besies the alreay existing IR, a new technology is born: Visible Light ommunication (VLC) or Wireless Light Communication (WI-LI).VLC refers to ata communication over a range in the EM spectrum, which is visible to humans that operates in the visible ban ( nm)[2][3]. Using visible light as a meium for communication is not a new technique as it was introuce by Graham Bell in 1880s who use sun rays to transmit auio signal using a evice known as photophone but it has some rawbacks as it epens on sun light an this is not enough for transmission uring the whole ay [4]. The first VLC system starte at Nakajawa Laboratory in Keio University, Japan in 2003 [5] an more researches followe that. VLC system uses high brightness LEDs ue to its longer life time compare to other sources of lightening, high ata rate, ata security, no health hazars, low power consumption, easy to install an low cost. All of these avantages make LEDs be the suitable soli state lighting evice to meet nees of high spee ata rate. Also, accoring to CISCO [6], overall mobile ata traffic is expecte to grow to 49 All Rights Reserve 2018 IJERCSE 104

2 exabytes per month by 2021, a sevenfol increase over Mobile ata traffic will grow at Compoun Annual Growth Rate (CAGR) of 47 percent from 2016 to 2021 (Figure 1). Fig.1 Mobile Data Traffic/Month This increase ue to the increase in the number of evices accessing the mobile networks an also the evelopment of line social applications like face book an twitter has further increase the mobile ata traffic. Since all of these evices use raio frequency that has a limite spectrum also, it suffers from other problems like interference, where it is forbien to use portable evices in aircrafts because of the interference with navigation systems. Also it suffers from security issues, has risks in a human health. So, to overcome these problems, engineers have evelope a new wireless communication technique calle Visible Light Communication System (VLC). III. SYSTEM MODEL A-The communication channel It can be efine as the physical space between the LED as transmitter an the photoioe as a receiver [7] here, the physical space is referre as optical link which can be ivie into two categories, name irecte system an iffusive system. In irecte system (Line of Sight) a narrow signal beam is establishe a point to point link between the transmitter an receiver that has a minimum multipath ispersion an give high ata transmission rate. In the other sie, in iffusive system (multipath link non light of sight signal), several multi path ispersion is existe ue to the reflections from walls, ceiling, groun an other physical objects) that limits the communication ban with an reuce the energy efficiency. Besies, the line of sight an non line of sight signals, there is a back groun light that generate from traitional lamps an sunrays are collecte at the receiver that reuce the system efficiency as shown in figure 3 an to reuce it, optical ban pass filter is use to reject these unwante lights. Also there is another source of reucing the system efficiency, that s air turbulence that come from air conitioner, fans or heaters, that may change the polarity of the signal at the receiver en. In such inoor system, this effect is negligible. II. INDOOR VISIBLE COMMUNICATION SYSTEM: Inoor visible communication system shoul be implemente to eliver illumination an wireless ata transmission simultaneously as it is built on the illuminance infrastructure.here, LEDs are use as light source in the system because it is more efficient compare with traitional illumination lights. At receiver photoioe or photoioe array is use for signal etection, such typical inoor visible communication system is moele by the infrastructure shown in figure 2. Fig.2 Inoor optical communication system Fig.3 Different Signals that effect on System Efficiency. B- LED illuminance: Since LEDs are use not only for illumination but also in the optical communication, it is esirable to efine the illumination intensity an the transmitte power so, the intensity is the luminous flux per soli angle an it is use for expressing the brightness of LEDs an the transmitte power inicates the total energy raiate from LEDs. The luminance intensity is given by [8]: I (1) Ф is luminous flux that can be calculate from energy flux as follows: All Rights Reserve 2018 IJERCSE 105

3 780 K V m 380 e (2) K m : is the max. Visibility =683lm/W at λ=555nm. V (λ): is stanar luminosity curve. Ω : is the spatial angle. Assuming that, LEDs lightening has a lambertian raiation pattern, then the luminous intensity as a function in ϕ is given by[8]-[9] : m I I(0)cos ϕ: Angle of irraiance w.r.t the axis normal to the transmission surface. I(0) : The centre luminous intensity. m : The lambertian emission orer that s equal to: ln 2 m ln(cos ) 1/2 1/2 : The semi angle at half illuminance of an LED. At any point (x,y), the horizontal illuminance as shown in figure (4), is given by : m cos Ihor. I(0) cos( ) 2 I 2 cos( ) (3) (4) (5) Fig.5 Propagation Moel of Directe Link. C- LoS Propagation Moel: A point to point link between the transmitter an receiver that has a minimum multipath ispersion is establishe. One of its weak points is on shaowing effect which cause by objects blocking such as human activities also it has a limite coverage area so it is not capable of supporting mobile users. As shown in figure 5, if it is applie to only one LED, the LED is place at a istance from the photoioe. LED raiation angle of the transmitter to receiver against transmitter normal is enote by ϕ whereas the raiation angle to receiver against the receiver normal is enote by ψ. Now, a possible application is iscusse in terms of some numerical analysis. A room is assume to has a size of 5m x 5m x 3m as shown in figure 6, LEDs are installe at a height of 3m. The height of the esk is at 1m so the istance between transmitter an receiver is 2m. The number of LEDs is 100 per array where we have four arrays, that has a center luminous intensity 0.73c. The semi angle at half power is 70 o where the transmitte optical power is 1.5W for each LED. These conitions are summarize in table 1. Table 1 LED Design Parameters. : The angle of incience. : The istance between LED an photo etector surface, figure 5. Fig. 4 The Distribution of Horizontal Luminous Intensity. Fig. 6 The moel room. The room size is 5m x 5m x 3m. The esk of height 1m from the floor. The LED Light of height 3m from the floor. All Rights Reserve 2018 IJERCSE 106

4 The etector is moele as active area A r collecting the raiation incient at angles ψ smaller than the etector Fiel of View (FOV), then the effective area is given by: } eff. { (6) Then at receiver. Ieally, a large area etector woul be suitable for inoor optical communication system to collect much power but practically, it increases the manufacturing cost an junction capacitance that will ecrease the system banwith thus to overcome this, a concentrator is use to increase the effective area, the optical gain of such concentrator is given by[8]-[10] : (b) { } (7) n: is the concentrator refractive inex. con : The FOV at receiver. The absorption an scattering cause from walls, ceiling an other physical materials are very low ue to the short optical link in the inoor optical system that has a channel DC gain approximate as[6]-[9]: { } ( c ) Where: T s : Optical filter gain. The relations between optical receive power (P r-los ) in watt an optical transmitte power (P t ) coul be expresse as: P rlos Hlos (0). Pt Referring to figure (6), the optical power istribution from each LED an the total power istribution from all LEDs at receiver plane in LoS path (ignoring the reflections of the walls) are shown in figure 7. (9) () (a) (e) Fig.7 The Distribution of the Receive Power from, (a) LED2, (b) LED4, (c) LED1, () LED3, (e) Total Power from all LEDs. All Rights Reserve 2018 IJERCSE 107

5 It can be seen from figure (7 e), there is almost uniform istribution of optical power at the centre with max. Power of Bm an min. power of -3.2Bm at channel istance 2 meters.depening on the transmitter s half power angle (ϕ 1/2 ), we can control on the receive power if (ϕ 1/2 ) is varie from 10 o to 90 o with range ifference of 10 o at a fixe channel istance of 2 meters as shown in figure 8.From this figure, as (ϕ 1/2 ) increase, the receive power is ecrease an this is matche with the characteristics of LoS. Also the istance between the LED source an photoioe is a function with the receive power that is because of the characteristic of the channel LoS, where the closer the transmitter to the photoioe, the higher the intensity of light that is receive by the photoioe as shown in figure 9. imensions, position of transmitter an receiver, as a simple moel for such propagation is shown in figure 10. In this figure, an optical wave is generate from LED source, has two propagation paths. The first one is irecte path, enote by () an the other one is non irecte (N-LoS) path that incient on the wall (for simplicity, we consier it is reflecte by only one wall) by an angle (α ir ) an this path is reflecte again from this wall an incient on the photo etector surface by an angle ( r ). D- Non line of sight (N-LoS) propagation Moel: Here, the optical path is more complicate as it epens on many factors like reflectivity of the walls, ceiling, objects insie the room, room Fig.10 Propagation moel of iffuse link. Fig.8 Distance vs Photoioe s receive power. A more complicate moel is shown in the following figure 11. Here, in this figure a room with a size of 5m x 5m x 3m with four LED arrays installe on the ceiling of the room in symmetrical arrangement ( 3m from the floor), each LED of 1.5 Watt, has many reflecte beams, reflection from each wall from the four walls that has a reflection coefficient of 0.8, ceiling, floor, any object insie the room like( tables, esks,..) an human but in a simple approach, we consier that there is a reflection from only one LED to each wall from the four walls but in numerical results, we take into account the effect of each LED in computing the receive power at the photo etector surface after reflections on all walls an the effect of all LEDs together to compute the total receive power at the receiver plane. So, when computing the receive power, we must inclue the channel gain of the irecte path an non irecte path as follows [8]-[11]: Fig. 9 Semi angle half power v.s photoioe receive power. Fig. 11 The moel room. The room size is 5m x 5m x 3m. The photo ioe of height 1m from the floor. The LED Light of height 3m from the floor. All Rights Reserve 2018 IJERCSE 108

6 P rnlos Hlos(0) Hnlos(0) Pt Hlos (0) Href.(0) Pt refl. (10) (11) { } (b) 1 : The istance from LED to reflection point. (figure.10) 2 : The istance from reflection point to receiver surface. : Reflectance factor. r : Angle of irraiance to a reflection point. (c) ir : Angle of irraiance to a receiver. r : Angle of incience from the reflective surface. Referring to figure 11, the optical power istribution from each LED an the total power istribution from all LEDs at receiver plane in N-LoS path (incluing the effect of reflections from all walls) are shown in figure 12. () (a) (e) Fig. 12 shows the 3D view of the reflecte receive power generate from the four walls accoring to (a) LED 1, (b) LED 2, (c) LED 3, () LED 4 an (e) total receive power from all LEDs. All Rights Reserve 2018 IJERCSE 109

7 Finally, the reflections from the walls can be summarize in a flow chart as shown in figure 13 consiering that the term (reflection object) can be any point of reflection. Here the objects were walls. [6] Cisco, Cisco Visual Networking Inex (VNI) Upate Global MobileData Traffic Forecast, , Tech.Rep., 2017.[Online]. Available: cisco. Com /c /en /us /solutions /collateral /service- provier /visual- networkinginexvni /mobile- white-paper-c html [7] M.V. Bhalerao, M. Sumathi an S.S. Sonavane, Line of sight moel for visible light communication using Lambertian raiation pattern of LED, Copyright 2016 John Wiley & Sons, Lt.. [8] Toshihiko Kominean, Masao Nakagawa, Funamental Analysis for Visible-Light Communication System using LED Lights, IEEE Transactions on Consumer Electronics, Vol. 50, No. 1, FEBRUARY Fig. 13 flow chart of ifferent signals paths. IV. CONCLUSION In this paper, an inoor visible light communication system taking into account irect propagation (LoS) an non irect propagation (N-LoS) incluing the reflection from walls moels are investigate for a typical room. Equations of the receive power of both ifferent moels are applie to calculate an simulate the receive power at the receiver plane. REFERENCES [9] Jupeng Ding, Zhengyuan Xu Performance of Inoor VLC an Illumination uner Multiple Reflections, /14/ 2014 IEEE [10] Wenjun Gu, Mohamma reza A. Kashani, an Mohsen Kavehra, Multipath Reflections Analysis on Inoor Visible Light Positioning System,IEEE, arxiv : v1 [physics. optics] 6 Apr [11] Kanei Fan, Toshihiko Komine, Yuichi Tanaka, Masao Nakajawa, The Effect of Reflection on Inoor Visible- Light Communication System utilizing White LEDs, /02/2002 IEEE. [1] Dobroslav Tsonev, Stefan Viev an Haral Haas, Towars a 100 Gb/s visible light wireless access network, 2015 Optical Society of America. [2] Latif Ullah Khan, Visible light communication: applications, architecture, stanarization an research challenges, Digital Communications an Networks 3 (2017) [3] Ignacio Marin-Garcia, Victor Guerra an Rafael Perez- Jimenez, Stuy an Valiation of Eavesropping Scenarios over a Visible Light Communication Channel, Sensors 2017, 17, 2687; oi: /s [4] M.Lotfy Rabeh, Mohame I. Gabr an Tarek Hosny, Data Transmission via Visible Light Communication (VLC) Technique, International Journal of Innovative Research in Science, Engineering an Technology, Vol. 5, Issue 9, September [5] Y. Tanaka, T. Komine, S. Haruyama an M. Nakagawa, Inoor Visible Light Transmission System Utilizing White LED Lights, IEICE Trans, on Communications, vol. E86-B, no. 8, pp , Aug All Rights Reserve 2018 IJERCSE 110

Lecture 7 Fiber Optical Communication Lecture 7, Slide 1

Lecture 7 Fiber Optical Communication Lecture 7, Slide 1 Lecture 7 Optical receivers p i n ioes Avalanche ioes Receiver esign Receiver noise Shot noise Thermal noise Signal-to-noise ratio Fiber Optical Communication Lecture 7, Slie 1 Optical receivers The purpose

More information

Measurement of Semi-Anechoic Chamber Using Modified VSWR method above 1GHz

Measurement of Semi-Anechoic Chamber Using Modified VSWR method above 1GHz Measurement of Semi-Anechoic Chamber Using Moifie VSWR metho above 1GHz M. Bittera, K. Kováč, J. Hallon Department of Measurement, Faculty of Electrical Engineering an Information Technology, Slovak University

More information

Ray tracing in an inhomogeneous medium

Ray tracing in an inhomogeneous medium /7/1 Waves WKB ray tracing 1 Ray tracing in an inhomogeneous meium Raio waves can "bounce off" the ionosphere, particularly if they are incient at an angle. The inex of refraction of the ionosphere changes

More information

Chapter 9 answers. Section 9.1. Worked example: Try yourself Heinemann Physics 12 4e APPLYING HUYGENS PRINCIPLE

Chapter 9 answers. Section 9.1. Worked example: Try yourself Heinemann Physics 12 4e APPLYING HUYGENS PRINCIPLE Chapter 9 answers Heinemann Physics 12 4e Section 9.1 Worke example: Try yourself 9.1.1 APPLYING HUYGENS PRINCIPLE On the circular waves shown below, sketch some of the seconary wavelets on the outer wavefront

More information

Examination, TEN1, in courses SK2500/SK2501, Physics of Biomedical Microscopy,

Examination, TEN1, in courses SK2500/SK2501, Physics of Biomedical Microscopy, KTH Applie Physics Examination, TEN1, in courses SK2500/SK2501, Physics of Biomeical Microscopy, 2017-01-10, 8-13, FA32 Allowe ais: Compenium Imaging Physics (hane out) Compenium Light Microscopy (hane

More information

The Analysis and Complementarity of Abbe Principle Application Limited in Coordinate Measurement

The Analysis and Complementarity of Abbe Principle Application Limited in Coordinate Measurement Proceeings of the Worl Congress on Engineering 00 Vol III The Analysis an Complementarity of Abbe Principle Application Limite in Coorinate Measurement Fei Yetai, Shang Ping, Chen Xiaohuai, Huang Qiangxian

More information

Lecture 18: Mobile Radio Propagation: Large Scale Prop. Modeling. Mobile Radio Propagation: Large Scale Propagation Modeling

Lecture 18: Mobile Radio Propagation: Large Scale Prop. Modeling. Mobile Radio Propagation: Large Scale Propagation Modeling EE 499: Wireless & Mobile Communications (08) Mobile Raio Propagation: Large Scale Propagation Moeling Raio Wave Propagation Raio waves suffer from several cannel problems as tey travel troug te air. Some

More information

Shadowing Correlation Model for Indoor Multi-hop Radio Link in Office Environment

Shadowing Correlation Model for Indoor Multi-hop Radio Link in Office Environment JAVA, International Journal of Electrical Electronics Engineering Volume 4, Number, April 26 Shaowing Moel for Inoor Multi-hop Raio Link in Office Environment Mohamma Fahli Inustrial Engineering Department

More information

AN-1140 APPLICATION NOTE

AN-1140 APPLICATION NOTE APPLICATION NOTE One Technology Way P.O. Box 9106 Norwoo, MA 02062-9106, U.S.A. Tel: 781.329.4700 Fax: 781.461.3113 www.analog.com Microphone Array Beamforming by Jera Lewis INTRODUCTION All MEMS microphones

More information

SECONDARY TRANSMISSION POWER OF COGNITIVE RADIOS FOR DYNAMIC SPECTRUM ACCESS

SECONDARY TRANSMISSION POWER OF COGNITIVE RADIOS FOR DYNAMIC SPECTRUM ACCESS SECONDARY TRANSMISSION POWER OF COGNITIVE RADIOS FOR DYNAMIC SPECTRUM ACCESS Xiaohua Li 1 1 Department of ECE State University of New York at Binghamton Binghamton, NY 139, USA {xli,jhwu1}@binghamton.eu

More information

MODELLING OF GPS SIGNAL LARGE SCALE PROPAGATION CHARACTERISTICS IN URBAN AREAS FOR PRECISE NAVIGATION

MODELLING OF GPS SIGNAL LARGE SCALE PROPAGATION CHARACTERISTICS IN URBAN AREAS FOR PRECISE NAVIGATION Int. J. Elec&Electr.Eng&Telcomm. 2012 G Sateesh Kumar et al., 2012 Research Paper ISSN 2319 2518 www.ijeetc.com Vol. 1, No. 1, October 2012 2012 IJEETC. All Rights Reserve MODELLING OF GPS SIGNAL LARGE

More information

Indoor Positioning Using Ultrasound and Radio Combination

Indoor Positioning Using Ultrasound and Radio Combination Inoor Positioning Using Ultrasoun an Raio Combination Gintautas Salcius, Evalas Povilaitis, Algimantas Tacilauskas Centre of Real Time Computer Systems, Kaunas University of Technology Stuentu St. 50,

More information

Ridged Cross-Junction Power Divider for the Center Feed in a Single-Layer Slotted Waveguide Array

Ridged Cross-Junction Power Divider for the Center Feed in a Single-Layer Slotted Waveguide Array Rige Cross-Junction Power Divier for the Center Fee in a Single-Laer Slotte Waveguie Arra # Yasuhiro Tsunemitsu 1, 2, Jiro Hirokawa 1, Makoto Ano 1, an Naohisa Goto 3 1 Department of Electrical an Electronic

More information

Validation of a Non-Line-of-Sight Path-Loss Model for V2V Communications at Street Intersections

Validation of a Non-Line-of-Sight Path-Loss Model for V2V Communications at Street Intersections Valiation of a Non-Line-of-Sight Path-Loss Moel for V2V Communications at Street Intersections Taimoor Abbas, Anreas Thiel, Thomas Zemen, Christoph F. Mecklenbräuker, an Frerik Tufvesson Department of

More information

Optical schemes of spectrographs with a diffractive optical element in a converging beam

Optical schemes of spectrographs with a diffractive optical element in a converging beam J. ur. Opt. Soc.-api 0, 50 205 www.jeos.org Optical schemes of spectrographs with a iffractive optical element in a converging beam.. Muslimov Kazan National esearch Technical University - KAI, Kazan,

More information

Macro-channel cooled, high power, fiber coupled diode lasers exceeding 1.2kW of output power

Macro-channel cooled, high power, fiber coupled diode lasers exceeding 1.2kW of output power Macro-channel coole, high power, fiber couple ioe lasers exceeing 1.2kW of output power Tobias Koenning* a, Kim Alegria a, Zoulan Wang a, Armin Segref a, Dean Stapleton a, Wilhelm Faßbener b, Marco Flament

More information

DETERMINATION OF OPTIMAL DIRECT LOAD CONTROL STRATEGY USING LINEAR PROGRAMMING

DETERMINATION OF OPTIMAL DIRECT LOAD CONTROL STRATEGY USING LINEAR PROGRAMMING DETERMINATION OF OPTIMAL DIRECT LOAD CONTROL STRATEGY USING LINEAR PROGRAMMING Zelko Popovic Distribution engineer Rae Koncara 57, 24300 Backa Topola, Yugoslavia Phone: +38 24 74 220 Fax: +38 24 74 898

More information

Design and Implementation of Dual Frequency Microstrip Patch Antenna with Koch Fractal Geometry using co-axial Feeding Technique

Design and Implementation of Dual Frequency Microstrip Patch Antenna with Koch Fractal Geometry using co-axial Feeding Technique Design an Implementation of Dual Frequency Microstrip Patch Antenna with Koch Fractal Geometry using co-axial Feeing Technique Mr.V.V.Khairnar Prof.Mrs.K.R.Khanagle Prof.Mrs.Abhilasha Mishra the multiban

More information

Using Chaos to Detect IIR and FIR Filters

Using Chaos to Detect IIR and FIR Filters PIERS ONLINE, VOL. 6, NO., 00 90 Using Chaos to Detect IIR an FIR Filters T. L. Carroll US Naval Research Lab, Coe 66, Washington, DC 07, USA Abstract In many signal processing applications, IIR an FIR

More information

Wave-Induced Fluctuations in Underwater Light Field: Analysis of Data from RaDyO Experiments

Wave-Induced Fluctuations in Underwater Light Field: Analysis of Data from RaDyO Experiments DISTRIBUTION STATEMENT A. Approve for public release; istribution is unlimite. Wave-Inuce Fluctuations in Unerwater Light Fiel: Analysis of Data from RaDyO Experiments Dariusz Stramski Marine Physical

More information

PERFORMANCE ANALYSIS OF FSO WITH HAZE ATTENUATION CONSEQUENCE ACCLIMATIZE IN TROPICAL RAINFOREST ENVIRONMENT

PERFORMANCE ANALYSIS OF FSO WITH HAZE ATTENUATION CONSEQUENCE ACCLIMATIZE IN TROPICAL RAINFOREST ENVIRONMENT PEFOMANCE ANALYSIS OF FSO WIH HAZE AENUAION CONSEQUENCE ACCLIMAIZE IN OPICAL AINFOES ENVIONMEN M. Zuliyana, M. S. Anuar, S. A. Aljuni, A. K. ahman, C. B. M. ashii, M. S. A Bakar School of Computer an Communication

More information

Exam questions OPTI 517. Only a calculator and a single sheet of paper, 8 X11, with formulas will be allowed during the exam.

Exam questions OPTI 517. Only a calculator and a single sheet of paper, 8 X11, with formulas will be allowed during the exam. Exam questions OPTI 517 Only a calculator an a single sheet of paper, 8 X11, with formulas will be allowe uring the exam. 1) A single optical spherical surface oes not contribute spherical aberration.

More information

A Circuit Level Fault Model for Resistive Shorts of MOS Gate Oxide

A Circuit Level Fault Model for Resistive Shorts of MOS Gate Oxide Circuit Level Fault Moel for esistive Shorts of MOS Gate Oxie Xiang Lu, Zhuo Li, Wangqi Qiu, D. M. H. Walker an Weiping Shi Dept. of Electrical Engineering Texas &M University College Station, TX 77843-34,

More information

Indoor Wireless Planning using Smart Antennas

Indoor Wireless Planning using Smart Antennas Inoor Wireless Planning using Smart Antennas Ali Abbasi an Maji Ghaeri Department of Computer Science, University of Calgary Emails: {abbasi, mghaeri}@ucalgary.ca Abstract This paper consiers the problem

More information

12/2/2010. Chapter 27 Interference and the Wave Nature of Light

12/2/2010. Chapter 27 Interference and the Wave Nature of Light //00 Chapter 7 Interference an the Wave Nature of Light This chapter we will concentrate on the wave properties of light. The wavelength of visible light is 750 nm to 380 nm. All waves obey the superposition

More information

Fuzzy Polar Dynamic Voltage Restorer as Voltage Sag Restorer and Active Filter Without Zero Sequence Blocking

Fuzzy Polar Dynamic Voltage Restorer as Voltage Sag Restorer and Active Filter Without Zero Sequence Blocking Fuzzy Polar Dynamic Voltage Restorer as Voltage Sag Restorer an Active Filter Without Zero Sequence Blocking Margo P, M Hery P, M Ashari, Zaenal P *),Takashi Hiyama **) *) Dept. of Electrical Eng, Sepuluh

More information

Cross-layer Routing Optimization for Wireless Networks with Cooperative Diversity

Cross-layer Routing Optimization for Wireless Networks with Cooperative Diversity Cross-layer Routing Optimiation for Wireless Networs with Cooperative Diversity Zhiguo Ding an Kin K. Leung Department of Electrical an Electronic Engineering Imperial College Lonon, UK. Email: {higuo.ing,

More information

Energy Efficient Relay Selection for Cooperative Relaying in Wireless Multimedia Networks

Energy Efficient Relay Selection for Cooperative Relaying in Wireless Multimedia Networks Energy Efficient Relay Selection for Cooperative Relaying in Wireless Multimeia Networks Zhengguo Sheng, Jun Fan, Chi Harol Liu, Victor C. M. Leung, Xue Liu*, an Kin K. Leung Orange Labs, France Telecom,

More information

RCGA based PID controller with feedforward control for a heat exchanger system

RCGA based PID controller with feedforward control for a heat exchanger system Journal of the Korean Society of Marine Engineering, Vol. 1, No. pp. 11~17, 17 ISSN 223-7925 (Print) J. Korean Soc. of Marine Engineering (JKOSME) ISSN 223-8352 (Online) https://oi.org/.5916/jkosme.17.1..11

More information

H90. Intellivox ADC-H90. Datasheet EN Shaping the future of sound reinforcement. Applies to Part Numbers: , and

H90. Intellivox ADC-H90. Datasheet EN Shaping the future of sound reinforcement. Applies to Part Numbers: , and H90 Datasheet Applies to Part Numbers: 576126, 577126 an 577136 Intellivox ADC-H90 EN 54-24 Shaping the future of soun reinforcement AXYS ADC-H90 ata sheet rev 2.3 User Notice: No part of this ocument

More information

The effect of two realistic Radio Propagation Models for Mobile Ad hoc NETworks in Urban Area Environment Supported with stations

The effect of two realistic Radio Propagation Models for Mobile Ad hoc NETworks in Urban Area Environment Supported with stations International Journal of Scientific & Engineering Research Volume 2, Issue 1, Oct-211 1 The effect of two realistic Raio Propagation Moels for Mobile A hoc NETworks in Urban Area Environment Supporte with

More information

Slow Beam Steering for Indoor Multi-User Visible Light Communications

Slow Beam Steering for Indoor Multi-User Visible Light Communications Slow Beam Steering for Inoor Multi-User Visible Light Communications Yusuf Sai Eroğlu, Chethan Kumar Anjinappa, İsmail Güvenç, an Nezih Pala Department of Electrical an Computer Engineering, North Carolina

More information

Joint Cooperative Relaying and Jamming for Maximum Secrecy Capacity in Wireless Networks

Joint Cooperative Relaying and Jamming for Maximum Secrecy Capacity in Wireless Networks Joint Cooperative Relaying an Jamming for Maximum Secrecy Capacity in Wireless Networks Li Wang, Chunyan Cao, Mei Song an Yu Cheng Beijing Key Laboratory of Work Safety Intelligent Monitoring School of

More information

Energy Efficient Virtual MIMO-based Cooperative Communications for Wireless Sensor Networks

Energy Efficient Virtual MIMO-based Cooperative Communications for Wireless Sensor Networks Energy Efficient Virtual MIMO-base Cooperative Communications for Wireless Sensor Networks Suharman K. Jayaweera Department of Electrical an Computer Engineering Wichita State University, Wichita, KS,

More information

Research on the Selection Strategy for Optimal Anchor Nodes Based on Ant Colony Optimization

Research on the Selection Strategy for Optimal Anchor Nodes Based on Ant Colony Optimization Sensors & Transucers 2014 by IFSA Publishing, S. L. http://www.sensorsportal.com Research on the Selection Strategy for Optimal Anchor Noes Base on Ant Colony Optimization Baoxin ZHAO, Bi ZENG Guangong

More information

Dynamic Hybrid Duplex for Rate Maximization in OFDMA. Sangmin Oh and Chae Y. Lee

Dynamic Hybrid Duplex for Rate Maximization in OFDMA. Sangmin Oh and Chae Y. Lee Dynamic Hybri Duplex for Rate Maximization in OFDMA Sangmin Oh an Chae Y. Lee Dept. of Inustrial Engineering, KAIST, 373-1 Kusung Dong, Taeon, Korea Tel: +82-42-350-5916, FAX: +82-42-350-3110 Email: {sangmin.oh,

More information

AUTOMATED SCAN MEASUREMENT METHOD (ASM2) FOR SHIELDING EFFECTIVENESS OF ENCLOSURES

AUTOMATED SCAN MEASUREMENT METHOD (ASM2) FOR SHIELDING EFFECTIVENESS OF ENCLOSURES AUTOMATD SCAN MASURMNT MTOD (ASM) FOR SILDING FFCTIVNSS OF NCLOSURS Mehmet YAZICI Bahattin TÜRTKN Piraye ÖLÇR rsan BARAN The Scientific an Technical Research Council of Turkey (TUBITAK) National Research

More information

jfpr% ekuo /kez iz.ksrk ln~xq# Jh j.knksm+nklth egkjkt

jfpr% ekuo /kez iz.ksrk ln~xq# Jh j.knksm+nklth egkjkt Phone : 0 903 903 7779, 98930 58881 Optics Page: 1 fo/u fopkjr Hkh# tu] ugha vkjehks ke] foifr ns[k NksM+s rqjar e/;e eu j ';kea iq#"k flag layi j] lgrs foifr vus] ^cuk^ u NksM+s /;s; ks] j?kqcj jk[ks

More information

New M-ary QAM Transmission Payload System

New M-ary QAM Transmission Payload System r AIAA ICSSC-005 New M-ary QAM Transmission Payloa System Masayoshi TANAKA * Nihon University, College of Inustrial Technology, --, Izumicho, Narashino, 75-8575, Japan This paper presents a new M-ary moulation

More information

HOW SYMMETRICAL COMPONENTS MAY HELP TO SUPPRESS VOLTAGE SENSORS IN DIRECTIONAL RELAYS FOR DISTRIBUTION NETWORKS

HOW SYMMETRICAL COMPONENTS MAY HELP TO SUPPRESS VOLTAGE SENSORS IN DIRECTIONAL RELAYS FOR DISTRIBUTION NETWORKS C E D 17 th nternational Conference on Electricity Distribution Barcelona, 12-15 May 2003 HOW SYMMETCAL COMPONENTS MAY HELP TO SUPPESS VOLTAGE SENSOS N DECTONAL ELAYS FO DSTBUTON NETWOKS Xavier LE PVET

More information

Indoor Positioning by LED Visible Light Communication and Image Sensors

Indoor Positioning by LED Visible Light Communication and Image Sensors International Journal of Electrical an Computer Engineering IJECE Vol., No., December 0, pp. 6~70 ISSN: 088-8708 6 Inoor Positioning b LED Visible Light Communication an Image Sensors Mohamma Shaifur Rahman,

More information

A COMPACT, TOTALLY PASSIVE, MULTI-PASS SLAB LASER AMPLIFIER BASED ON STABLE, DEGENERATE OPTICAL RESONATORS

A COMPACT, TOTALLY PASSIVE, MULTI-PASS SLAB LASER AMPLIFIER BASED ON STABLE, DEGENERATE OPTICAL RESONATORS A COMPACT, TOTALLY PASSIVE, MULTI-PASS SLAB LASER AMPLIFIER BASED ON STABLE, DEGENERATE OPTICAL RESONATORS John J. Degnan, Sigma Space Corporation, Lanham, MD 76 USA John.Degnan@sigmaspace.com, FAX: +---9

More information

Page 1. Overview : Wireless Networks Lecture 7: Cellular Networks. The advent of cellular networks. The cellular network design.

Page 1. Overview : Wireless Networks Lecture 7: Cellular Networks. The advent of cellular networks. The cellular network design. Overview 18-759: Wireless Networks Lecture 7: Cellular Networks Dina Papagiannaki & Peter Steenkiste Departments of Computer Science an Electrical an Computer Engineering Spring Semester 2009 http://www.cs.cmu.eu/~prs/wireless09/

More information

Construction of Power Efficient Routing Tree for Ad Hoc Wireless Networks using Directional Antenna

Construction of Power Efficient Routing Tree for Ad Hoc Wireless Networks using Directional Antenna Construction of Power Efficient Routing Tree for A Hoc Wireless Networks using Directional Antenna Qing Dai an Jie Wu Department of Computer Science an Engineering Floria Atlantic University Boca Raton,

More information

Experimental Approach for Determining the Received Pattern of a Rascan Holographic Radar Antenna

Experimental Approach for Determining the Received Pattern of a Rascan Holographic Radar Antenna Eperimental Approach for Determining the Receive Pattern of a Rascan Holographic Raar Antenna Masaharu Inagaki Geophysical survey epartment Walnut Lt. Tachikawa, Japan ina_mas@beige.plala.or.jp Timothy

More information

AN APPLICATION OF A GENERALISED JAKES MODEL FOR MIMO CHANNELS

AN APPLICATION OF A GENERALISED JAKES MODEL FOR MIMO CHANNELS AN APPLICATION OF A GENERALISED JAKES MODEL FOR MIMO CHANNELS Davi B. Smith (1) (1) Faculty of Engineering (Telecommunications), University of Technology Syney PO Box 13 Broaway NS 007 Australia E-mail:

More information

SUBSET: A Joint Design of Channel Selection and Channel Hopping for Fast Blind Rendezvous in Cognitive Radio Ad Hoc Networks

SUBSET: A Joint Design of Channel Selection and Channel Hopping for Fast Blind Rendezvous in Cognitive Radio Ad Hoc Networks SUBSET: A Joint esign of Channel Selection an Channel Hopping for Fast Blin enezvous in Cognitive aio A Hoc Networks Xingya Liu an Jiang Xie epartment of Electrical an Computer Engineering The University

More information

Radio Range Adjustment for Energy Efficient Wireless Sensor Networks. Electronic Engineering, Aston University, Birmingham B4 7ET,United Kingdom b

Radio Range Adjustment for Energy Efficient Wireless Sensor Networks. Electronic Engineering, Aston University, Birmingham B4 7ET,United Kingdom b Raio Range Ajustment for Energy Efficient Wireless Sensor Networks Q. Gao a,, K. J. Blow a 1, D. J. Holing a, I. W. Marshall b, X. H. Peng a a Electronic Engineering, Aston University, Birmingham B4 7ET,Unite

More information

INTERFERENCE REJECTION PERFORMANCE AS A MEANS OF FREQUENCY OPTIMISATION IN A MIXED CELLULAR/MANET NETWORK

INTERFERENCE REJECTION PERFORMANCE AS A MEANS OF FREQUENCY OPTIMISATION IN A MIXED CELLULAR/MANET NETWORK ITERFERECE REJECTIO PERFORMACE A A MEA OF FREQUECY OPTIMIATIO I A MIXED CELLULAR/MAET ETORK Kayonne ebley Faculty Avisor: Dr. Richar Dean Department of Electrical an Computer Engineering Morgan tate University

More information

COMPTON SCATTERING. Phys 2010 Brown University March 13, 2009

COMPTON SCATTERING. Phys 2010 Brown University March 13, 2009 COMPTON SCATTERING Phys 00 Brown University March 3, 009 Purpose The purpose of this experiment is to verify the energy epenence of gamma raiation upon scattering angle an to compare the ifferential cross

More information

Jitter Limitations on a Gigabit Copper Multi- Carrier System

Jitter Limitations on a Gigabit Copper Multi- Carrier System Jitter Limitations on a Gigabit Copper Multi- Carrier System Jan H. Rutger Schraer, Eric A.M. Klumperink, Jan L. Visschers, Bram Nauta University of Twente, IC-Design Group, P.O. Box 7, 75 AE, Enschee,

More information

The magnetic induction communications for the wireless underground sensor networks

The magnetic induction communications for the wireless underground sensor networks International Journal of Intelligent Information Systems 2014; 3(6-1): 109-114 Publishe online November 12, 2014 (http://www.sciencepublishinggroup.com/j/ijiis) oi: 10.11648/j.ijiis.s.2014030601.30 ISSN:

More information

Lightning Protection Optimization for Large Wind Turbines with Method-of-Moments

Lightning Protection Optimization for Large Wind Turbines with Method-of-Moments Lightning Protection Optimization for Large Win Turbines with Metho-of-Moments Florian Krug, Ralph Teichmann General Electric - Global Research Freisinger Lanstrasse 50, 85748 Munich, GERMAY Ulrich Jakobus,

More information

Principal Component Analysis-Based Compensation for Measurement Errors Due to Mechanical Misalignments in PCB Testing

Principal Component Analysis-Based Compensation for Measurement Errors Due to Mechanical Misalignments in PCB Testing Principal Component Analysis-Base Compensation for Measurement Errors Due to Mechanical Misalignments in PCB Testing Xin He 1, Yashwant Malaiya 2, Anura P. Jayasumana 1 Kenneth P. Parker 3 an Stephen Hir

More information

Acoustical Localization in Schools of Submersibles

Acoustical Localization in Schools of Submersibles Oceans 6, Singapore (authors manuscript o not istribute) Acoustical Localization in Schools of Submersibles Navina Kottege & Uwe R. Zimmer Research School of Information Sciences an Engineering Autonomous

More information

THE FAST METHOD FOR CORRECTION OF DISTORTION ON INFRARED MARKER-BASED TRACKING SYSTEM

THE FAST METHOD FOR CORRECTION OF DISTORTION ON INFRARED MARKER-BASED TRACKING SYSTEM INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS VOL. 6, NO., FEBRUARY 203 THE FAST METHOD FOR CORRECTION OF DISTORTION ON INFRARED MARKER-BASED TRACKING SYSTEM Haibin Wang,2,3, Qing He 2,

More information

Fundamental Analysis for Visible-Light Communication System using LED Lights

Fundamental Analysis for Visible-Light Communication System using LED Lights 100 IEEE Transactions on Consumer Electronics, Vol. 50, No. 1, FEBRUARY 004 Fundamental Analysis for Visible-Light Communication System using LED Lights Toshihiko Komine, Student Member, IEEE, and Masao

More information

A new ground-to-train communication system using free-space optics technology

A new ground-to-train communication system using free-space optics technology Computers in Railways X 683 A new ground-to-train communication system using free-space optics technology H. Kotake, T. Matsuzawa, A. Shimura, S. Haruyama & M. Nakagawa Department of Information and Computer

More information

Deformed Antenna Pattern Compensation Technique for Multi-beam Antennas for Broadband and Scalable Mobile Communications Satellite

Deformed Antenna Pattern Compensation Technique for Multi-beam Antennas for Broadband and Scalable Mobile Communications Satellite Deforme Antenna Pattern Compensation Technique for Multi-beam Antennas for Broaban an Scalable Mobile Communications Satellite Yoshinori SUZUKI 1, Satoshi HARADA 2, Kiyoshi KOBAYASHI 3, Masazumi UEBA 4

More information

WIND TURBINE AMPLITUDE MODULATION NOISE DUE TO TIME- DEPENDENT INTERFERENCE

WIND TURBINE AMPLITUDE MODULATION NOISE DUE TO TIME- DEPENDENT INTERFERENCE WIND TURBINE AMPLITUDE MODULATION NOISE DUE TO TIME- DEPENDENT INTERFERENCE Abstract Stuart Braley Physics Department, University of Aucklan, Private Bag 9019, Aucklan, New Zealan Email: s.braley@aucklan.ac.nz

More information

Path-Loss Exponents of Ultra Wideband Signals in Line-of-Sight Environments

Path-Loss Exponents of Ultra Wideband Signals in Line-of-Sight Environments 480 F 2003 12 12 UWB 101-8457 2-2 UWB E-mail: shunsuke@grace.c.enai.ac.jp UWBultra wieban UWB 2 UWB 2 (1)UWB 2 (2)UWB 2 4 (3) UWB 2 Path-Loss Exponents o Ultra Wieban Signals in Line-o-Sight Environments

More information

Exponential Interpolation Technique for Scanning Electron Microscope Signal-to-Noise Ratio Estimation.

Exponential Interpolation Technique for Scanning Electron Microscope Signal-to-Noise Ratio Estimation. 184 Int'l Conf. IP, Comp. Vision, an Pattern Recognition IPCV'16 Exponential Interpolation Technique for Scanning Electron Microscope Signal-to-Noise Ratio Estimation. Z.X.Yeap1, K.S.Sim 1 1 Faculty of

More information

Performance Analysis and Comparison of ZF and MRT Based Downlink Massive MIMO Systems

Performance Analysis and Comparison of ZF and MRT Based Downlink Massive MIMO Systems Performance Analysis an Comparison of ZF an MRT Base Downlink Massive MIMO Systems Tebe Parfait, Yujun uang, 1,2 ponyo Jerry 1 Mobilelink Lab Univ of Electronic Sci an Tech of China, UESTC Chengu, China

More information

Implementation of Beam Formation for WMNs

Implementation of Beam Formation for WMNs Implementation of Beam Formation for WMNs M. UTHANSAKUL, S. PRADITTARA AND P. UTHANSAKUL School of Telecommunication Engineering Suranaree University of Technology 111 University Avenue, Muang, Nakhonratchasima

More information

KEY FEATURES TEST CAPABILITIES 8000S HIGH POWER EARTH TESTING SYSTEM STANDARDS COMPLIANCE

KEY FEATURES TEST CAPABILITIES 8000S HIGH POWER EARTH TESTING SYSTEM STANDARDS COMPLIANCE KEY FEATURES 8000S HIGH POWER EARTH TESTING SYSTEM High power earth systems (Substations, Transmission towers, etc) have to be perioically monitore to check if they comply with safety levels establishe

More information

A General Algorithm for Interference Alignment and Cancellation in Wireless Networks

A General Algorithm for Interference Alignment and Cancellation in Wireless Networks A General Algorithm for Interference Alignment an Cancellation in Wireless Networks Li Erran Li, Richar Alimi, Dawei Shen, Harish Viswanathan an Y. Richar Yang Bell Labs MIT Yale University Abstract Physical

More information

MODULE III. Foundations Of Data Communications And The Physical Layer

MODULE III. Foundations Of Data Communications And The Physical Layer MODULE III Founations Of Data Communications An The Physical Layer Computer Networks an Internets -- Moule 3 1 Spring, 2014 Copyright 2014. All rights reserve. Topics Motivation an moel Information sources

More information

1.0 MEASUREMENT OF PARAXIAL PROPERTIES OF OPTICAL SYSTEMS

1.0 MEASUREMENT OF PARAXIAL PROPERTIES OF OPTICAL SYSTEMS .0 MEASUREMENT OF PARAXIAL PROPERTIES OF OPTICAL SYSTEMS James C. Wyant Optical Sciences Center University of Arizona Tucson, AZ 8572 jcwyant@u.arizona.eu If we wish to completely characterize the paraxial

More information

RECENTLY, the 2G standard GSM was enhanced by

RECENTLY, the 2G standard GSM was enhanced by 274 IEEE TRANSACTIONS ON WIREESS COMMUNICATIONS, VO. 5, NO. 2, FEBRUARY 2006 The Training Sequence Coe Depenence of EDGE Receivers using Zero IF Sampling Martin Krueger, Member, IEEE, Robert Denk, an Bin

More information

Effect of Carrier Frequency Offset on the BER Performance of Variable Spreading Factor OFCDM Systems

Effect of Carrier Frequency Offset on the BER Performance of Variable Spreading Factor OFCDM Systems This full text paper was peer reviewe at the irection of IEEE Communications Society subject matter experts for publication in the ICC 008 proceeings. Effect of Carrier Frequency Offset on the erformance

More information

THE RESEARCH ON DISPERSION CONTROL OF DISPERSION UNSHIFTED SINGLE-MODE OPTICAL FIBER

THE RESEARCH ON DISPERSION CONTROL OF DISPERSION UNSHIFTED SINGLE-MODE OPTICAL FIBER Journal of Theoretical an Applie Information Technology 3 st March 03. Vol. 49 No.3 005-03 JATIT & LLS. All rights reserve. ISSN: 99-8645 www.jatit.org E-ISSN: 87-395 THE RESEARCH ON DISPERSION CONTROL

More information

Relay Deployment and Power Control for Lifetime Elongation in Sensor Networks

Relay Deployment and Power Control for Lifetime Elongation in Sensor Networks Relay Deployment an Power Control for Lifetime Elongation in Sensor Networks Yufeng Xin, Tuna Güven, Mark Shayman Institute of Avance Computer Stuies University of Marylan, College Park, MD 074 e-mail:

More information

Improving Ultra Wide Band Imaging using a Metamaterial Slab

Improving Ultra Wide Band Imaging using a Metamaterial Slab Volume 94 No 5, May 04 Improving Ultra Wie Ban Imaging using a Metamaterial Slab Ahme M. D. E. Hassanein Systems an Information Department, Engineering Division, The National Research centre (NRC). Doi,

More information

Autonomous docking of a tracked wheels robot to its tether cable using a vision-based algorithm

Autonomous docking of a tracked wheels robot to its tether cable using a vision-based algorithm Autonomous ocking of a tracke wheels robot to its tether cable using a vision-base algorithm Fausto Ferreira an Rorigo Ventura Abstract Search an Rescue (SAR) Robotics has been gaining an increasing interest

More information

Wireless Event-driven Networked Predictive Control Over Internet

Wireless Event-driven Networked Predictive Control Over Internet UKACC International Conference on Control 22 Cariff, UK, 3-5 September 22 Wireless Event-riven Networke Preictive Control Over Internet Wenshan Hu, Hong Zhou, an Qijun Deng Abstract In networke control

More information

Resource Allocation for Cooperative Transmission in Wireless Networks with Orthogonal Users

Resource Allocation for Cooperative Transmission in Wireless Networks with Orthogonal Users Resource Allocation for Cooperative Transmission in Wireless Networks with Orthogonal Users D. Richar Brown III Electrical an Computer Engineering Department Worcester Polytechnic Institute Worcester,

More information

Taylor, Muthiah, Kulakowski, Mahoney and Porter 1 AN ARTIFICIAL NEURAL NETWORK SPEED PROFILE MODEL FOR HIGH- SPEED HIGHWAY CONSTRUCTION WORK ZONES

Taylor, Muthiah, Kulakowski, Mahoney and Porter 1 AN ARTIFICIAL NEURAL NETWORK SPEED PROFILE MODEL FOR HIGH- SPEED HIGHWAY CONSTRUCTION WORK ZONES Taylor, Muthiah, Kulakowski, Mahoney an Porter 1 AN ARTIFICIAL NEURAL NETWORK SPEED PROFILE MODEL FOR HIGH- SPEED HIGHWAY CONSTRUCTION WORK ZONES Submission Date: August 1, 2005 Wor Count: 57 wors DOUGLAS

More information

Switched Parasitic Dielectric Resonator Antenna Array Using Capacitor Loading for 5G Applications.

Switched Parasitic Dielectric Resonator Antenna Array Using Capacitor Loading for 5G Applications. Switche Parasitic Dielectric Resonator Antenna Arra Using Capacitor Loaing for 5G Applications. N. H. Shahaan 1,2, M. R. Kamaruin 2, M. H. Jamaluin 2, M. Khalil 3 an M. Jusoh 4 1 Department of Poltechnic,

More information

Improvement of Power Factor and Harmonic Reduction with VSC for HVDC System

Improvement of Power Factor and Harmonic Reduction with VSC for HVDC System International Journal of Engineering an Management Research, Volume-3, Issue-2, April 2013 ISSN No.: 2250-0758 Pages: 6-12 www.ijemr.net Improvement of Power Factor an Harmonic Reuction with VSC for HVDC

More information

Single- and Double-View Digital Holographic Diagnostics for Sprays

Single- and Double-View Digital Holographic Diagnostics for Sprays ILASS Americas, 1 st Annual Conference on Liqui Atomization an Spray Systems, Orlano, Floria, May 18-1 008 Single- an Double-View Digital Holographic Diagnostics for Sprays D. S. Olinger, J. Lee, A. Osta,

More information

Li- Fi. (Light Fidelity)

Li- Fi. (Light Fidelity) Li- Fi (Light Fidelity) - INTRODUCTION - HOW LI-FI IS DIFFERENT? - HISTORY OF LI-FI - LI-FI CONSTRUCTION - WHY LI-FI COMES? - HOW LI-FI WORKS? - LI-FI VS WI-FI - FEATURES - ADVANTAGES - DIADVANTAGES -

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 Introuction to Wireless ommunication Systems EE 476/EE 5/S 53 Winter 3 Review for Exam # April 5, 3 Exam Details Must follow seating chart - Poste 3 minutes before exam. heating will be treate very seriously.

More information

Joint Partial Relay Selection, Power Allocation and Cooperative Maximum Likelihood Detection for MIMO Relay Systems with Limited Feedback

Joint Partial Relay Selection, Power Allocation and Cooperative Maximum Likelihood Detection for MIMO Relay Systems with Limited Feedback Joint Partial Relay Selection, Power Allocation an Cooperative Maximum Likelihoo Detection for MIMO Relay Systems with Limite Feeback Thomas Hesketh, Rorigo C. e Lamare, Stephen Wales Department of Electronics,

More information

HIGH PERFORMANCE CONTROLLERS BASED ON REAL PARAMETERS TO ACCOUNT FOR PARAMETER VARIATIONS DUE TO IRON SATURATION

HIGH PERFORMANCE CONTROLLERS BASED ON REAL PARAMETERS TO ACCOUNT FOR PARAMETER VARIATIONS DUE TO IRON SATURATION 2013 NDIA GROUND VEHICLE SYSTEMS ENGINEERING AND TECHNOLOGY SYMPOSIUM VEHICLE ELECTRONICS AND ARCHITECTURE (VEA MINI-SYMPOSIUM AUGUST 21-22, 2013 - TROY, MICHIGAN HIGH PERFORMANCE CONTROLLERS BASED ON

More information

Double Closed-loop Control System Design of PMSM Based on DSP MoupengTao1, a,songjianguo2, b, SongQiang3, c

Double Closed-loop Control System Design of PMSM Based on DSP MoupengTao1, a,songjianguo2, b, SongQiang3, c 4th International Conference on Mechatronics, Materials, Chemistry an Computer Engineering (ICMMCCE 2015) Double Close-loop Control System Design of PMSM Base on DSP MoupengTao1, a,songjianguo2, b, SongQiang3,

More information

Demonstration of a Visible Light Communication System for Underground Mining Applications Gang Wu a, Jian Zhang b

Demonstration of a Visible Light Communication System for Underground Mining Applications Gang Wu a, Jian Zhang b 2016 International Conference on Information Engineering and Communications Technology (IECT 2016) ISBN: 978-1-60595-375-5 Demonstration of a Visible Light Communication System for Underground Mining Applications

More information

Optical Transceiver Section Design and Optical Link Analysis for Wireless Sensor Node

Optical Transceiver Section Design and Optical Link Analysis for Wireless Sensor Node IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) e-issn: 2278-2834,p- ISSN: 2278-8735. Volume 8, Issue 1 (Sep. - Oct. 2013), PP 48-52 Optical Transceiver Section Design and Optical

More information

Downward Trimming of Polymer Thick Film Resistors through High Voltage Pulses

Downward Trimming of Polymer Thick Film Resistors through High Voltage Pulses Downwar Trimming of Polymer Thick Film Resistors through High Voltage Pulses Y.Srinivasa Rao E.C.E. Department Shri Vishnu Engineering College For Women Vishnupur, Bhimavaram-540 W.G.Dt.,Ap, Inia Phone

More information

Wavelet Transform Based Relay Algorithm for the Detection of Stochastic High Impedance Faults

Wavelet Transform Based Relay Algorithm for the Detection of Stochastic High Impedance Faults International Conference on Power Systems Transients IPST 3 in New Orleans, USA Wavelet Transm Base Relay Algorithm the Detection of Stochastic High Impeance Faults T. M. ai,.a. Snier an E. o () Dept.

More information

Experimental implementation of an Ultra-Wide Band MIMO radar

Experimental implementation of an Ultra-Wide Band MIMO radar Experimental implementation of an Ultra-Wie Ban MIMO raar Ettien Lazare Kpré, Thomas Fromenteze, Cyril Decroze, Davi Carsenat To cite this version: Ettien Lazare Kpré, Thomas Fromenteze, Cyril Decroze,

More information

Transmitter Diversity with Beam Steering

Transmitter Diversity with Beam Steering Transmitter Diversity with Beam Steering Osama Zwaid Alsulami 1, Mohammed T. Alresheedi 2 and Jaafar M. H. Elmirghani 1 1 School of Electronic and Electrical Engineering, University of Leeds, LS2 9JT,

More information

Improving the Near-Metal Performance of UHF RFID Tags

Improving the Near-Metal Performance of UHF RFID Tags Improving the Near-Metal Performance of UHF RFID Tags Daniel D. Deavours Information an Telecommunications Technology Center University of Kansas, Lawrence, KS Email: eavours@ittc.ku.eu Abstract It is

More information

MLS based Distributed, Bearing, Range and Posture Estimation for Schools of Submersibles

MLS based Distributed, Bearing, Range and Posture Estimation for Schools of Submersibles ISER 6, Brazil (authors manuscript o not istribute) base Distribute, Bearing, Range an Posture Estimation for Schools of Submersibles Navina Kottege & Uwe R. Zimmer Research School of Information Sciences

More information

IN GENERAL, an optical network can consist of a

IN GENERAL, an optical network can consist of a 1 Geometric Capacity Provisioning for Wavelength-Switche WDM Networks Li-Wei Chen, Eytan Moiano Abstract In this paper, we use an asymptotic analysis similar to the sphere-packing argument in the proof

More information

Hybrid Adaptive Algorithm to Fast Distance Relaying

Hybrid Adaptive Algorithm to Fast Distance Relaying International Journal of Recent Trens in Engineering, Vol.,o., ay 009 Hybri Aaptive Algorithm to Fast Distance Relaying S.G. Srivani an K. Panuranga Vittal, ember, IEEE R V College of Engineering, Electrical

More information

HIGH PERFORMANCE CONTROLLERS BASED ON REAL PARAMETERS TO ACCOUNT FOR PARAMETER VARIATIONS DUE TO IRON SATURATION

HIGH PERFORMANCE CONTROLLERS BASED ON REAL PARAMETERS TO ACCOUNT FOR PARAMETER VARIATIONS DUE TO IRON SATURATION 213 NDIA GROUND VEHICLE SYSTEMS ENGINEERING AND TECHNOLOGY SYMPOSIUM VEHICLE ELECTRONICS AND ARCHITECTURE (VEA MINI-SYMPOSIUM AUGUST 21-22, 213 - TROY, MICHIGAN HIGH PERFORMANCE CONTROLLERS BASED ON REAL

More information

The FDTD method for lightning surge propagation in 115-kV power transmission systems of PEA s Thailand

The FDTD method for lightning surge propagation in 115-kV power transmission systems of PEA s Thailand The FDTD metho for lightning surge propagation in 5-kV power transmission systems of PEA s Thailan * Kokiat Aosup ) an Thanatchai Kulworawanichpong ) ), ) Power System Research Unit, School of Electrical

More information

Joint Optimized Energy and Minimum Sensor Deployment Density for Cooperative Spectrum Sensing under Rayleigh Fading Channel

Joint Optimized Energy and Minimum Sensor Deployment Density for Cooperative Spectrum Sensing under Rayleigh Fading Channel Joint Optimize Energy an Minimum Sensor Deployment Density for Cooperative Spectrum Sensing uner Rayleigh Faing Channel Hai Ngoc Pham, Yan Zhang, Tor Skeie, Paal E. Engelsta, Frank Eliassen Department

More information

Antenna & Propagation. Basic Radio Wave Propagation

Antenna & Propagation. Basic Radio Wave Propagation For updated version, please click on http://ocw.ump.edu.my Antenna & Propagation Basic Radio Wave Propagation by Nor Hadzfizah Binti Mohd Radi Faculty of Electric & Electronics Engineering hadzfizah@ump.edu.my

More information

Digital Audio Signal Processing DASP. Lecture-3: Noise Reduction-II. Fixed Beamforming. Marc Moonen

Digital Audio Signal Processing DASP. Lecture-3: Noise Reduction-II. Fixed Beamforming. Marc Moonen Digital Auio Signal Processing DASP Lecture-3: Noise Reuction-II Fixe Beamforming arc oonen Dept. E.E./ESAT-STADIUS, KU Leuven marc.moonen@kuleuven.be homes.esat.kuleuven.be/~moonen/ Overview Introuction

More information