PERFORMANCE EVALUATION OF TRANSMISSION DISTANCE AND BIT RATES IN INTER-SATELLITE OPTICAL WIRELESS COMMUNICATION SYSTEM

Size: px
Start display at page:

Download "PERFORMANCE EVALUATION OF TRANSMISSION DISTANCE AND BIT RATES IN INTER-SATELLITE OPTICAL WIRELESS COMMUNICATION SYSTEM"

Transcription

1 PERFORMANCE EVALUATION OF TRANSMISSION DISTANCE AND BIT RATES IN INTER-SATELLITE OPTICAL WIRELESS COMMUNICATION SYSTEM Rohni Joy 1, Ami Lavingia 2, Prof. Kruti Lavingia 3 1 Electronic and Communication Department, SVBIT, (India) 2 Electronic and Communication Department, (India) 3 Computer Science and Engineering Department, Nirma Univerity, (India) ABSTRACT The day to day development ha advanced the optical communication ytem from long-lating fiber to wirele ytem uch a inter-atellite tranmiion ytem. Thi can be accomplihed a the optical ytem have reulted to be ued in pace communication a a medium between two atellite. The inter-atellite optical wirele communication link i deigned and imulated for performance characterization. In thi work we are uing optical wirele channel (OWC) for inter-atellite communication and optimize the data exchange depending upon the performance parameter like Quality factor, Bit error rate and Received power. In IOWC link parameter conidered mainly are bit rate and input tranmitted power. In thi, optical inter-atellite link i modelled uing imulation oftware and then the effect of varying the tranmitter power and bit rate of optical communication link i analyzed. The inter-atellite link were modelled and imulated with the help of optical ytem imulator named OPTISYSTEM. Keyword: BitRate, Free Space Optic, IOWC, Optiytem, Tranmiion Ditance I. INTRODUCTION The correpondence through the link infratructure ha turned into a piece of our pat. Following optical fiber communication i better in a few regard uch a vat eparation communication up to 40 km without requiring a repeater device, adaptable nature, which made it prepared to be utilized anyplace, duplex method of communication, EMI (electromagnetic interface) reitive nature and expanive tranfer peed upporting limit. Be that a it may, aide from all thee, preent day environment requet for more effective tranfer peed ue and better information heet, which prompt another method of communication called a free pace optical communication. Following optical fiber cabled foundation ha neglected to come to a le cell end point. In any cae, thi contraint i evacuated by free pace optical communication. It utilize free pace for the communication reaon, o otherwie called fiber gla optic or optical remote. 1.1 FSO for Inter-Satellite Communication Notwithtanding phyical correpondence, FSO additionally ha a huge part in pace application. In 1977, European Space Agency (ESA) began the project emiconductor laer Inter-atellite connection tet (SILEX) to undertand the correpondence between atellite in pace.[1] Thi program, which came to genuine operation 157 P a g e

2 in 2003, prompted reult in making the ESA all around perceived in pace bury atellite correpondence join. The eential application of FSO a between atellite i appeared in the Fig. 1. SILEX i taking into account a blend of two optical correpondence payload i.e. French Earth perception rocket. SPOT-4 furthermore, Advanced Relay and Technology Miion Satellite (ARTEMIS) which permit the information tranmiion of 50 Mbp by utilizing GaAlA laer diode [3]. Figure 1: FSO a Inter-Satellite communication link [3] The Interatellite Optical Wirele Communication (IOWC) ytem ha variou point of interet. To begin with, no licening i required in terretrial communication. Another point of interet i the invulnerability to the radio ignal interference; on the other hand immerion ha included the ecurity highlight in thi innovation. The point-to-point laer ignal i too hard to capture. It i difficult to tap the IOWC link. Ecological hrewd, FSO doe not contaminate the earth with electromagnetic radiation ince the wavelength of IOWC i jut from 850 nm to 1500 nm. The performance invetigation will be a far a meaured received power, eye pattern and BER. II. SYSTEM DESIGN The imulation i done uing OptiSytem Simulation Software. OptiSytem i a thorough programming outline uite that empower to arrange, tet, and rebuild optical connection in cutting edge optical ytem. Propoe algorithm comprie of a tranmitter with NRZ ignal, OWC channel, and optical receiver coniting of PIN photodetector, Beel filter and BER analyzer to analyze the yield reult. At the input ide CW laer i ued to provide the light ource to the link, along with that peudo random bit equence generator and mach zehnder modulator i taken a in. So a to invetigate the effect of bit rate on the optical fiber communication ytem, the tranmiion ditance of the optical ytem i varied. The imulation link i hown in below figure. Figure 2: Simulation link 158 P a g e

3 Q-factor The bit rate i varied from 1Gbp to 8Gbp and it effect on the output ignal i analyed in term of quality factor and bit error rate. The tranmiion ditance i varied from 1000km to 2000km and the obervation i taken for each tranmiion ditance. The input power level i kept contant of about 15dbm. The imulation i carried out on a ingle channel ytem. Table -1: Simulation Parameter Parameter Bit Rate Value 2, 4, 6, 8 Gbp Modulation NRZ Ditance (km) 1000,1200,1400,1600,180 0, 2000 Tx & Rx Pointing Error Angle 2.7μrad Power 15dbm Tx and Rx Efficiency 1 Wavelength 1550 nm The imulation i carried out under 1550nm wavelength at 15 dbm power. In OWC channel, the pointing error of bath tranmitter and receiver ide i kept 2.7μrad, the aperture diameter of kept at 15cm at both ide. The efficiency of tranmitter and receiver i taken a 1. The link i operated at different bit rate i.e, 2Gbp, 4Gbp, 6Gbp and 8Gbp from varied tranmiion ditance. III. SIMULATION RESULT AND ANALYSIS We have imulated the optical link working at varied bitrate. The tranmiion ditance effect are analyzed in term of Q Factor, BER with the ue of Eye Diagram. Following table how the impact on the Q-factor in accordance to the increae in tranmiion ditance for RZ modulation Ditance (km) 2Gbp 4Gbp 6Gbp Graph -1: Q-factor v. Ditance The eye diagram at 2000km for all varied bit rate i hown in figure below. 159 P a g e

4 (a) (b) (c) (d) Figure 3: Eye Diagram at 2000km at (a) 2Gbp (b) 4Gbp (c) 6Gbp (d) 8Gbp From figure 2 it i een that a the bit rate increae the reult get more ditorted. And alo from the graph it can be concluded that a the value of ditance increae the value of q-factor decreae. It i obtained that for 8Gbp link the bet maximum ditance i 1400km, after thi ditance the ignal goe rapidly ditorted. IV. CONCLUSION In thi paper, the effect of tranmiion ditance and bitrate i taken into conideration. The imulation i carried out for varied tranmiion ditance at different bitrate. It can be concluded that for longer ditance at higher bit rate the eye diagram ha maller eye opening. Here, the ytem i imulated at 8 Gbp, and the ytem get 9.26E- 14 BER uing NRZ ignal at 1400 km of tranmiion ditance, wherea at 2Gbp for longer tranmiion ditance of 2000km we are getting the ame reult i.e., 6.65E-14. From the chart of q factor v ditance it i een that a the bit rate increae it impact the overall ytem performance, alo Q factor decreae. REFERENCES [1] Murat Uyal and Hatef Nouri Optical Wirele Communication An Emerging Technology /14/$ IEEE. [2] Hamdy A. Sharhar and Eman Mohen El-gammal Comparative Analyi Study of Optical Inter Satellite link for Different Both Tranmiion Bit Rate and Operating Wavelength International Journal of Advanced Reearch in Computer Engineering &Technology, IJARCET P a g e

5 [3] Suhank Chaudhary, Angela Amphawan The Role and Challenge of Free-pace Optical JOURNAL OF OPTICAL COMMUNICATIONS, AUGUST 2014, DOI /joc [4] Govind Agrawal, Nonlinear Fiber Optic, Elevier, [5] Gerd Keier, Optical Fiber Communication, The McGraw-Hill, [6] S. Sheng, B. Wardman, G. Warner, L. F. Cranor, J. Hong, and C. Zhang, An empirical analyi of phihing blacklit, P a g e

Performance of a Robust Filter-based Approach for Contour Detection in Wireless Sensor Networks

Performance of a Robust Filter-based Approach for Contour Detection in Wireless Sensor Networks Performance of a Robut Filter-baed Approach for Contour Detection in Wirele Senor Network Hadi Alati, William A. Armtrong, Jr., and Ai Naipuri Department of Electrical and Computer Engineering The Univerity

More information

Reflection & Refraction

Reflection & Refraction Name: Anwer Key Date: Regent Phyic Tet # 14 Review Reflection & Refraction 1. Ue GUESS method and indicate all vector direction.. Term to know: electromagnetic pectrum, diffue reflection, regular reflection,

More information

Universität Augsburg. Institut für Informatik. Approximating Optimal Visual Sensor Placement. E. Hörster, R. Lienhart.

Universität Augsburg. Institut für Informatik. Approximating Optimal Visual Sensor Placement. E. Hörster, R. Lienhart. Univerität Augburg à ÊÇÅÍÆ ËÀǼ Approximating Optimal Viual Senor Placement E. Hörter, R. Lienhart Report 2006-01 Januar 2006 Intitut für Informatik D-86135 Augburg Copyright c E. Hörter, R. Lienhart Intitut

More information

Keywords: Defect detection, linear phased array transducer, parameter optimization, phased array ultrasonic B-mode imaging testing.

Keywords: Defect detection, linear phased array transducer, parameter optimization, phased array ultrasonic B-mode imaging testing. Send Order for Reprint to reprint@benthamcience.ae 488 The Open Automation and Control Sytem Journal, 2014, 6, 488-492 Open Acce Parameter Optimization of Linear Phaed Array Tranducer for Defect Detection

More information

Adaptive Beam Director for a Tiled Fiber Array

Adaptive Beam Director for a Tiled Fiber Array Adaptive Beam Director for a Tiled Fiber Array Mikhail A. Vorontov Intelligent Optic Laboratory, Computational and Information Science Directorate, U.S. Army Reearch Laboratory, 2800 Powder Mill Road,

More information

How to Select Measurement Points in Access Point Localization

How to Select Measurement Points in Access Point Localization Proceeding of the International MultiConference of Engineer and Computer Scientit 205 Vol II, IMECS 205, March 8-20, 205, Hong Kong How to Select Meaurement Point in Acce Point Localization Xiaoling Yang,

More information

Keywords Cloud Computing, Service Level Agreements (SLA), CloudSim, Monitoring & Controlling SLA Agent, JADE

Keywords Cloud Computing, Service Level Agreements (SLA), CloudSim, Monitoring & Controlling SLA Agent, JADE Volume 5, Iue 8, Augut 2015 ISSN: 2277 128X International Journal of Advanced Reearch in Computer Science and Software Engineering Reearch Paper Available online at: www.ijarce.com Verification of Agent

More information

A METHOD OF REAL-TIME NURBS INTERPOLATION WITH CONFINED CHORD ERROR FOR CNC SYSTEMS

A METHOD OF REAL-TIME NURBS INTERPOLATION WITH CONFINED CHORD ERROR FOR CNC SYSTEMS Vietnam Journal of Science and Technology 55 (5) (017) 650-657 DOI: 10.1565/55-518/55/5/906 A METHOD OF REAL-TIME NURBS INTERPOLATION WITH CONFINED CHORD ERROR FOR CNC SYSTEMS Nguyen Huu Quang *, Banh

More information

ISSN: (Online) Volume 3, Issue 4, April 2015 International Journal of Advance Research in Computer Science and Management Studies

ISSN: (Online) Volume 3, Issue 4, April 2015 International Journal of Advance Research in Computer Science and Management Studies ISSN: 2321-7782 (Online) Volume 3, Iue 4, April 2015 International Journal Advance Reearch in Computer Science and Management Studie Reearch Article / Survey Paper / Cae Study Available online at: www.ijarcm.com

More information

Increasing Throughput and Reducing Delay in Wireless Sensor Networks Using Interference Alignment

Increasing Throughput and Reducing Delay in Wireless Sensor Networks Using Interference Alignment Int. J. Communication, Network and Sytem Science, 0, 5, 90-97 http://dx.doi.org/0.436/ijcn.0.50 Publihed Online February 0 (http://www.scirp.org/journal/ijcn) Increaing Throughput and Reducing Delay in

More information

Advanced Encryption Standard and Modes of Operation

Advanced Encryption Standard and Modes of Operation Advanced Encryption Standard and Mode of Operation G. Bertoni L. Breveglieri Foundation of Cryptography - AES pp. 1 / 50 AES Advanced Encryption Standard (AES) i a ymmetric cryptographic algorithm AES

More information

Laboratory Exercise 6

Laboratory Exercise 6 Laboratory Exercie 6 Adder, Subtractor, and Multiplier The purpoe of thi exercie i to examine arithmetic circuit that add, ubtract, and multiply number. Each type of circuit will be implemented in two

More information

(12) Patent Application Publication (10) Pub. No.: US 2011/ A1

(12) Patent Application Publication (10) Pub. No.: US 2011/ A1 (19) United State US 2011 0316690A1 (12) Patent Application Publication (10) Pub. No.: US 2011/0316690 A1 Siegman (43) Pub. Date: Dec. 29, 2011 (54) SYSTEMAND METHOD FOR IDENTIFYING ELECTRICAL EQUIPMENT

More information

Modelling the impact of cyber attacks on the traffic control centre of an urban automobile transport system by means of enhanced cybersecurity

Modelling the impact of cyber attacks on the traffic control centre of an urban automobile transport system by means of enhanced cybersecurity Modelling the impact of cyber attack on the traffic control centre of an urban automobile tranport ytem by mean of enhanced cyberecurity Yoana Ivanova 1,* 1 Bulgarian Academy of Science, Intitute of ICT,

More information

The Association of System Performance Professionals

The Association of System Performance Professionals The Aociation of Sytem Performance Profeional The Computer Meaurement Group, commonly called CMG, i a not for profit, worldwide organization of data proceing profeional committed to the meaurement and

More information

CENTER-POINT MODEL OF DEFORMABLE SURFACE

CENTER-POINT MODEL OF DEFORMABLE SURFACE CENTER-POINT MODEL OF DEFORMABLE SURFACE Piotr M. Szczypinki Iintitute of Electronic, Technical Univerity of Lodz, Poland Abtract: Key word: Center-point model of deformable urface for egmentation of 3D

More information

Distributed Packet Processing Architecture with Reconfigurable Hardware Accelerators for 100Gbps Forwarding Performance on Virtualized Edge Router

Distributed Packet Processing Architecture with Reconfigurable Hardware Accelerators for 100Gbps Forwarding Performance on Virtualized Edge Router Ditributed Packet Proceing Architecture with Reconfigurable Hardware Accelerator for 100Gbp Forwarding Performance on Virtualized Edge Router Satohi Nihiyama, Hitohi Kaneko, and Ichiro Kudo Abtract To

More information

A Multi-objective Genetic Algorithm for Reliability Optimization Problem

A Multi-objective Genetic Algorithm for Reliability Optimization Problem International Journal of Performability Engineering, Vol. 5, No. 3, April 2009, pp. 227-234. RAMS Conultant Printed in India A Multi-objective Genetic Algorithm for Reliability Optimization Problem AMAR

More information

(12) Patent Application Publication (10) Pub. No.: US 2003/ A1

(12) Patent Application Publication (10) Pub. No.: US 2003/ A1 US 2003O196031A1 (19) United State (12) Patent Application Publication (10) Pub. No.: US 2003/0196031 A1 Chen (43) Pub. Date: Oct. 16, 2003 (54) STORAGE CONTROLLER WITH THE DISK Related U.S. Application

More information

Stochastic Search and Graph Techniques for MCM Path Planning Christine D. Piatko, Christopher P. Diehl, Paul McNamee, Cheryl Resch and I-Jeng Wang

Stochastic Search and Graph Techniques for MCM Path Planning Christine D. Piatko, Christopher P. Diehl, Paul McNamee, Cheryl Resch and I-Jeng Wang Stochatic Search and Graph Technique for MCM Path Planning Chritine D. Piatko, Chritopher P. Diehl, Paul McNamee, Cheryl Rech and I-Jeng Wang The John Hopkin Univerity Applied Phyic Laboratory, Laurel,

More information

Research Article Real-Time Communications in Large-Scale Wireless Networks

Research Article Real-Time Communications in Large-Scale Wireless Networks Hindawi Publihing Corporation International Journal of Digital Multimedia Broadcating Volume 2008, Article ID 586067, 16 page doi:10.1155/2008/586067 eearch Article eal-time Communication in Large-Scale

More information

arxiv: v1 [cs.ms] 20 Dec 2017

arxiv: v1 [cs.ms] 20 Dec 2017 CameraTranform: a Scientific Python Package for Perpective Camera Correction Richard Gerum, Sebatian Richter, Alexander Winterl, Ben Fabry, and Daniel Zitterbart,2 arxiv:72.07438v [c.ms] 20 Dec 207 Department

More information

Resource Allocation in Multi-Radio Multi-Channel Multi-Hop Wireless Networks

Resource Allocation in Multi-Radio Multi-Channel Multi-Hop Wireless Networks Reource Allocation in Multi-Radio Multi-Channel Multi-Hop Wirele Network Technical Report (July 2007) Simone Merlin, Nitin Vaidya, Michele Zorzi Padova Univerity, DEI, Padova, Italy; Univerity of Illinoi

More information

Mid-term review ECE 161C Electrical and Computer Engineering University of California San Diego

Mid-term review ECE 161C Electrical and Computer Engineering University of California San Diego Mid-term review ECE 161C Electrical and Computer Engineering Univerity of California San Diego Nuno Vaconcelo Spring 2014 1. We have een in cla that one popular technique for edge detection i the Canny

More information

DAROS: Distributed User-Server Assignment And Replication For Online Social Networking Applications

DAROS: Distributed User-Server Assignment And Replication For Online Social Networking Applications DAROS: Ditributed Uer-Server Aignment And Replication For Online Social Networking Application Thuan Duong-Ba School of EECS Oregon State Univerity Corvalli, OR 97330, USA Email: duongba@eec.oregontate.edu

More information

Focused Video Estimation from Defocused Video Sequences

Focused Video Estimation from Defocused Video Sequences Focued Video Etimation from Defocued Video Sequence Junlan Yang a, Dan Schonfeld a and Magdi Mohamed b a Multimedia Communication Lab, ECE Dept., Univerity of Illinoi, Chicago, IL b Phyical Realization

More information

Modeling of underwater vehicle s dynamics

Modeling of underwater vehicle s dynamics Proceeding of the 11th WEA International Conference on YTEM, Agio Nikolao, Crete Iland, Greece, July 23-25, 2007 44 Modeling of underwater vehicle dynamic ANDRZEJ ZAK Department of Radiolocation and Hydrolocation

More information

ES205 Analysis and Design of Engineering Systems: Lab 1: An Introductory Tutorial: Getting Started with SIMULINK

ES205 Analysis and Design of Engineering Systems: Lab 1: An Introductory Tutorial: Getting Started with SIMULINK ES05 Analyi and Deign of Engineering Sytem: Lab : An Introductory Tutorial: Getting Started with SIMULINK What i SIMULINK? SIMULINK i a oftware package for modeling, imulating, and analyzing dynamic ytem.

More information

Stress-Blended Eddy Simulation (SBES) - A new Paradigm in hybrid RANS-LES Modeling

Stress-Blended Eddy Simulation (SBES) - A new Paradigm in hybrid RANS-LES Modeling Stre-Blended Eddy Simulation (SBES) - A new Paradigm in hybrid RANS-LES Modeling Menter F.R. ANSYS Germany GmbH Introduction It i oberved in many CFD imulation that RANS model how inherent technology limitation

More information

A Novel Grey-RSS Navigation System Design for Mobile Robots

A Novel Grey-RSS Navigation System Design for Mobile Robots A vel Grey-RSS Navigation Sytem Deign for Mobile Robot Albert Wen-Long Yao*,, Hin-Te Liao, and Shiou-De Chen Department of Mechanical and Automation Engineering, National Kaohiung Firt Univerity of Science

More information

Maneuverable Relays to Improve Energy Efficiency in Sensor Networks

Maneuverable Relays to Improve Energy Efficiency in Sensor Networks Maneuverable Relay to Improve Energy Efficiency in Senor Network Stephan Eidenbenz, Luka Kroc, Jame P. Smith CCS-5, MS M997; Lo Alamo National Laboratory; Lo Alamo, NM 87545. Email: {eidenben, kroc, jpmith}@lanl.gov

More information

Hassan Ghaziri AUB, OSB Beirut, Lebanon Key words Competitive self-organizing maps, Meta-heuristics, Vehicle routing problem,

Hassan Ghaziri AUB, OSB Beirut, Lebanon Key words Competitive self-organizing maps, Meta-heuristics, Vehicle routing problem, COMPETITIVE PROBABIISTIC SEF-ORGANIZING MAPS FOR ROUTING PROBEMS Haan Ghaziri AUB, OSB Beirut, ebanon ghaziri@aub.edu.lb Abtract In thi paper, we have applied the concept of the elf-organizing map (SOM)

More information

Service and Network Management Interworking in Future Wireless Systems

Service and Network Management Interworking in Future Wireless Systems Service and Network Management Interworking in Future Wirele Sytem V. Tountopoulo V. Stavroulaki P. Demeticha N. Mitrou and M. Theologou National Technical Univerity of Athen Department of Electrical Engineering

More information

Lecture 14: Minimum Spanning Tree I

Lecture 14: Minimum Spanning Tree I COMPSCI 0: Deign and Analyi of Algorithm October 4, 07 Lecture 4: Minimum Spanning Tree I Lecturer: Rong Ge Scribe: Fred Zhang Overview Thi lecture we finih our dicuion of the hortet path problem and introduce

More information

Cutting Stock by Iterated Matching. Andreas Fritsch, Oliver Vornberger. University of Osnabruck. D Osnabruck.

Cutting Stock by Iterated Matching. Andreas Fritsch, Oliver Vornberger. University of Osnabruck. D Osnabruck. Cutting Stock by Iterated Matching Andrea Fritch, Oliver Vornberger Univerity of Onabruck Dept of Math/Computer Science D-4909 Onabruck andy@informatikuni-onabrueckde Abtract The combinatorial optimization

More information

Modeling the Effect of Mobile Handoffs on TCP and TFRC Throughput

Modeling the Effect of Mobile Handoffs on TCP and TFRC Throughput Modeling the Effect of Mobile Handoff on TCP and TFRC Throughput Antonio Argyriou and Vijay Madietti School of Electrical and Computer Engineering Georgia Intitute of Technology Atlanta, Georgia 3332 25,

More information

A System Dynamics Model for Transient Availability Modeling of Repairable Redundant Systems

A System Dynamics Model for Transient Availability Modeling of Repairable Redundant Systems International Journal of Performability Engineering Vol., No. 3, May 05, pp. 03-. RAMS Conultant Printed in India A Sytem Dynamic Model for Tranient Availability Modeling of Repairable Redundant Sytem

More information

Chapter 13 Non Sampling Errors

Chapter 13 Non Sampling Errors Chapter 13 Non Sampling Error It i a general aumption in the ampling theory that the true value of each unit in the population can be obtained and tabulated without any error. In practice, thi aumption

More information

Minimum Energy Reliable Paths Using Unreliable Wireless Links

Minimum Energy Reliable Paths Using Unreliable Wireless Links Minimum Energy Reliable Path Uing Unreliable Wirele Link Qunfeng Dong Department of Computer Science Univerity of Wiconin-Madion Madion, Wiconin 53706 qunfeng@c.wic.edu Micah Adler Department of Computer

More information

Power Aware Location Aided Routing in Mobile Ad-hoc Networks

Power Aware Location Aided Routing in Mobile Ad-hoc Networks International Journal of Scientific and Reearch Publication, Volume, Iue 1, December 01 1 Power Aware Location Aided Routing in Mobile Ad-hoc Network Anamika Computer Science, Inderprataha Engineering

More information

Refining SIRAP with a Dedicated Resource Ceiling for Self-Blocking

Refining SIRAP with a Dedicated Resource Ceiling for Self-Blocking Refining SIRAP with a Dedicated Reource Ceiling for Self-Blocking Mori Behnam, Thoma Nolte Mälardalen Real-Time Reearch Centre P.O. Box 883, SE-721 23 Väterå, Sweden {mori.behnam,thoma.nolte}@mdh.e ABSTRACT

More information

step. J.N. Fernando, J. Kriegseis and D.E. Rival

step. J.N. Fernando, J. Kriegseis and D.E. Rival On the eparated region behind a confined backward-facing tep J.N. Fernando, J. Kriegei and D.E. Rival Department of Mechanical and Manufacturing Engineering, Univerity of Calgary, Calgary, AB, Canada T2N

More information

An Active Stereo Vision System Based on Neural Pathways of Human Binocular Motor System

An Active Stereo Vision System Based on Neural Pathways of Human Binocular Motor System Journal of Bionic Engineering 4 (2007) 185 192 An Active Stereo Viion Sytem Baed on Neural Pathway of Human Binocular Motor Sytem Yu-zhang Gu 1, Makoto Sato 2, Xiao-lin Zhang 2 1. Department of Advanced

More information

ANALYSIS OF PILE DRIVING IN VERTICAL AND HORIZONTAL DIRECTIONS USING A HYBRID MODEL

ANALYSIS OF PILE DRIVING IN VERTICAL AND HORIZONTAL DIRECTIONS USING A HYBRID MODEL ANALYSIS OF PILE DRIVING IN VERTICAL AND HORIZONTAL DIRECTIONS USING A HYBRID MODEL TATSUNORI MATSUMOTO i) PASTSAKORN KITIYODOM ii) EIJI KOJIMA iii) HIROMICHI KUMAGAI iv) SATOSHI NISHIMOTO v) and KOUICHI

More information

USING ARTIFICIAL NEURAL NETWORKS TO APPROXIMATE A DISCRETE EVENT STOCHASTIC SIMULATION MODEL

USING ARTIFICIAL NEURAL NETWORKS TO APPROXIMATE A DISCRETE EVENT STOCHASTIC SIMULATION MODEL USING ARTIFICIAL NEURAL NETWORKS TO APPROXIMATE A DISCRETE EVENT STOCHASTIC SIMULATION MODEL Robert A. Kilmer Department of Sytem Engineering Unite State Military Acaemy Wet Point, NY 1996 Alice E. Smith

More information

AN ALGORITHM FOR RESTRICTED NORMAL FORM TO SOLVE DUAL TYPE NON-CANONICAL LINEAR FRACTIONAL PROGRAMMING PROBLEM

AN ALGORITHM FOR RESTRICTED NORMAL FORM TO SOLVE DUAL TYPE NON-CANONICAL LINEAR FRACTIONAL PROGRAMMING PROBLEM RAC Univerity Journal, Vol IV, No, 7, pp 87-9 AN ALGORITHM FOR RESTRICTED NORMAL FORM TO SOLVE DUAL TYPE NON-CANONICAL LINEAR FRACTIONAL PROGRAMMING PROLEM Mozzem Hoain Department of Mathematic Ghior Govt

More information

UC Berkeley International Conference on GIScience Short Paper Proceedings

UC Berkeley International Conference on GIScience Short Paper Proceedings UC Berkeley International Conference on GIScience Short Paper Proceeding Title A novel method for probabilitic coverage etimation of enor network baed on 3D vector repreentation in complex urban environment

More information

Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compensation

Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compensation Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compenation A. J. Healey Profeor and Director Center for AUV Reearch Naval Potgraduate School Monterey, CA 93953 healey@me.np.navy.mil

More information

Network Coding in Duty-Cycled Sensor Networks

Network Coding in Duty-Cycled Sensor Networks 1 Network Coding in Duty-Cycled Senor Network Roja Chandanala, Radu Stoleru, Member, IEEE Abtract Network coding and duty-cycling are two popular technique for aving energy in wirele adhoc and enor network.

More information

A Study of a Variable Compression Ratio and Displacement Mechanism Using Design of Experiments Methodology

A Study of a Variable Compression Ratio and Displacement Mechanism Using Design of Experiments Methodology A Study of a Variable Compreion Ratio and Diplacement Mechanim Uing Deign of Experiment Methodology Shugang Jiang, Michael H. Smith, Maanobu Takekohi Abtract Due to the ever increaing requirement for engine

More information

Nearly Constant Approximation for Data Aggregation Scheduling in Wireless Sensor Networks

Nearly Constant Approximation for Data Aggregation Scheduling in Wireless Sensor Networks Nearly Contant Approximation for Data Aggregation Scheduling in Wirele Senor Network Scott C.-H. Huang, Peng-Jun Wan, Chinh T. Vu, Yinghu Li and France Yao Computer Science Department, City Univerity of

More information

[N309] Feedforward Active Noise Control Systems with Online Secondary Path Modeling. Muhammad Tahir Akhtar, Masahide Abe, and Masayuki Kawamata

[N309] Feedforward Active Noise Control Systems with Online Secondary Path Modeling. Muhammad Tahir Akhtar, Masahide Abe, and Masayuki Kawamata he 32nd International Congre and Expoition on Noie Control Engineering Jeju International Convention Center, Seogwipo, Korea, Augut 25-28, 2003 [N309] Feedforward Active Noie Control Sytem with Online

More information

Available Bandwidth-Based Association in IEEE Wireless LANs

Available Bandwidth-Based Association in IEEE Wireless LANs Available Bandwidth-Baed Aociation in IEEE 82. Wirele LAN Heeyoung Lee, Seongkwan Kim, Okhwan Lee, Sunghyun Choi, Sung-Ju Lee 2 School of Electrical Engineering & INMC, Seoul National Univerity, Seoul,

More information

Correlation Models for Shadow Fading Simulation

Correlation Models for Shadow Fading Simulation Correlation Model for Shadow Fading Simulation IEEE 80.6 Preentation Submiion Template (Rev. 8.3) Document Number: IEEE S80.6m-07/060 Date Submitted: 007-03-3 Source: I-Kang Fu, Chi-Fang Li, E-mail: IKFu@itri.org.tw

More information

/06/$ IEEE 364

/06/$ IEEE 364 006 IEEE International ympoium on ignal Proceing and Information Technology oie Variance Etimation In ignal Proceing David Makovoz IPAC, California Intitute of Technology, MC-0, Paadena, CA, 95 davidm@ipac.caltech.edu;

More information

An Intro to LP and the Simplex Algorithm. Primal Simplex

An Intro to LP and the Simplex Algorithm. Primal Simplex An Intro to LP and the Simplex Algorithm Primal Simplex Linear programming i contrained minimization of a linear objective over a olution pace defined by linear contraint: min cx Ax b l x u A i an m n

More information

NUMERICAL MODELING ON THE DAMPING CONTROL OF TLD STRUCTURE

NUMERICAL MODELING ON THE DAMPING CONTROL OF TLD STRUCTURE 4th International Conference on Earthquake Engineering Taipei, Taiwan October 12-13, 2006 Paper No. 183 NUMERICAL MODELING ON THE DAMPING CONTROL OF TLD STRUCTURE Han jun 1, Li Yingmin 2, Liu Liping 3,

More information

Security Analysis of the Efficient Chaos Pseudo-random Number Generator Applied to Video Encryption

Security Analysis of the Efficient Chaos Pseudo-random Number Generator Applied to Video Encryption Journal of Electronic Teting (2018) 34:709 715 http://doi.org/10.1007/10836-018-5767-0 Security Analyi of the Efficient Chao Peudo-random Number Generator Applied to Video Encryption Dragan Lambić 1 Alekandar

More information

Floating Point CORDIC Based Power Operation

Floating Point CORDIC Based Power Operation Floating Point CORDIC Baed Power Operation Kazumi Malhan, Padmaja AVL Electrical and Computer Engineering Department School of Engineering and Computer Science Oakland Univerity, Rocheter, MI e-mail: kmalhan@oakland.edu,

More information

Performance Evaluation and Comparison of Westwood+, New Reno, and Vegas TCP Congestion Control

Performance Evaluation and Comparison of Westwood+, New Reno, and Vegas TCP Congestion Control Performance Evaluation and Comparion of,, and Vega TCP Congetion Control Luigi A. Grieco and Saverio Macolo Dipartimento di Elettrotecnica ed Elettronica, Politecnico di Bari, Italy {a.grieco,macolo}@poliba.it

More information

1-D N umerical S imulation for Comprehensive G ophysical e P rospecting of S eismic R fraction e and H h igdensity R sistivity e

1-D N umerical S imulation for Comprehensive G ophysical e P rospecting of S eismic R fraction e and H h igdensity R sistivity e International Conference on Mechatronic, Electronic, Indutrial and Control Engineering (MEIC 04) -D N umerical S imulation for Comprehenive G ophyical e P ropecting of S eimic R fraction e and H h igdenity

More information

Finite Elements Method in Split Hopkinson Pressure Bar developing process

Finite Elements Method in Split Hopkinson Pressure Bar developing process 6th WSEAS International Conference on SYSTEM SCIENCE and SIMULATION in ENGINEERING, Venice, Italy, November 1-3, 007 63 Finite Element Method in Split Hopkinon Preure Bar developing proce ROTARIU ADRIAN

More information

A New Approach to Pipeline FFT Processor

A New Approach to Pipeline FFT Processor A ew Approach to Pipeline FFT Proceor Shouheng He and Mat Torkelon Department of Applied Electronic, Lund Univerity S- Lund, SWEDE email: he@tde.lth.e; torkel@tde.lth.e Abtract A new VLSI architecture

More information

1 The secretary problem

1 The secretary problem Thi i new material: if you ee error, pleae email jtyu at tanford dot edu 1 The ecretary problem We will tart by analyzing the expected runtime of an algorithm, a you will be expected to do on your homework.

More information

Study of Routing Protocols on CBR and VBR Applications in VANET Scenario

Study of Routing Protocols on CBR and VBR Applications in VANET Scenario Study of outing rotocol on CB and B Application in ANET Scenario ooja Sharma School of Computer Science & Engg, Shri Mata aihno evi Univerity Katra (J&K)- India Abtract ehicular Adhoc Network (ANET) are

More information

The Implementation of an Adaptive Mechanism in the RTP Packet in Mobile Video Transmission

The Implementation of an Adaptive Mechanism in the RTP Packet in Mobile Video Transmission 2011 International Conference on Information Management and Engineering (ICIME 2011) IPCSIT vol. 52 (2012) (2012) IACSIT Pre, Singapore DOI: 10.7763/IPCSIT.2012.V52.91 The Implementation of an Adaptive

More information

On successive packing approach to multidimensional (M-D) interleaving

On successive packing approach to multidimensional (M-D) interleaving On ucceive packing approach to multidimenional (M-D) interleaving Xi Min Zhang Yun Q. hi ankar Bau Abtract We propoe an interleaving cheme for multidimenional (M-D) interleaving. To achieved by uing a

More information

Modeling and Analysis of Slow CW Decrease for IEEE WLAN

Modeling and Analysis of Slow CW Decrease for IEEE WLAN Modeling and Analyi of Slow CW Decreae for IEEE 82. WLAN Qiang Ni, Imad Aad 2, Chadi Barakat, and Thierry Turletti Planete Group 2 Planete Group INRIA Sophia Antipoli INRIA Rhône-Alpe Sophia Antipoli,

More information

Laboratory Exercise 6

Laboratory Exercise 6 Laboratory Exercie 6 Adder, Subtractor, and Multiplier The purpoe of thi exercie i to examine arithmetic circuit that add, ubtract, and multiply number. Each circuit will be decribed in Verilog and implemented

More information

A User-Attention Based Focus Detection Framework and Its Applications

A User-Attention Based Focus Detection Framework and Its Applications A Uer-Attention Baed Focu Detection Framework and It Application Chia-Chiang Ho, Wen-Huang Cheng, Ting-Jian Pan, Ja-Ling Wu Communication and Multimedia Laboratory, Department of Computer Science and Information

More information

Generation of nearly nondiffracting Bessel beams with a Fabry Perot interferometer

Generation of nearly nondiffracting Bessel beams with a Fabry Perot interferometer Horváth et al. Vol. 14, No. 11/November 1997/J. Opt. Soc. Am. A 3009 Generation of nearly nondiffracting Beel beam with a Fabry Perot interferometer Z. L. Horváth, M. Erdélyi, G. Szabó, and Z. Bor Department

More information

Cross-Layer Interactions in Multihop Wireless Sensor Networks: A Constrained Queueing Model

Cross-Layer Interactions in Multihop Wireless Sensor Networks: A Constrained Queueing Model Cro-Layer Interaction in Multihop Wirele Senor Network: A Contrained Queueing Model YANG SONG Univerity of Florida and YUGUANG FANG Univerity of Florida Xidian Univerity In thi article, we propoe a contrained

More information

Laboratory Exercise 6

Laboratory Exercise 6 Laboratory Exercie 6 Adder, Subtractor, and Multiplier a a The purpoe of thi exercie i to examine arithmetic circuit that add, ubtract, and multiply number. Each b c circuit will be decribed in Verilog

More information

A Local Mobility Agent Selection Algorithm for Mobile Networks

A Local Mobility Agent Selection Algorithm for Mobile Networks A Local Mobility Agent Selection Algorithm for Mobile Network Yi Xu Henry C. J. Lee Vrizlynn L. L. Thing Intitute for Infocomm Reearch, 21 Heng Mui Keng Terrace, Singapore 119613 Email: {yxu, hlee, vriz}@i2r.a-tar.edu.g

More information

Through the Diversity of Bandwidth-Related Metrics, Estimation Techniques and Tools: An Overview

Through the Diversity of Bandwidth-Related Metrics, Estimation Techniques and Tools: An Overview I. J. Computer Network and Information Security, 08, 8, -6 Publihed Oine Augut 08 in MECS (http://www.mec-pre.org/) DOI: 0.585/icni.08.08.0 Through the Diverity of Bandwidth-Related Metric, Etimation Technique

More information

An efficient resource allocation algorithm for OFDMA cooperative relay networks with fairness and QoS guaranteed

An efficient resource allocation algorithm for OFDMA cooperative relay networks with fairness and QoS guaranteed Univerity of Wollongong Reearch Online Faculty of Informatic - Paper (Archive) Faculty of Engineering and Information Science 200 An efficient reource allocation algorithm for OFDMA cooperative relay network

More information

Locating Brain Tumors from MR Imagery Using Symmetry

Locating Brain Tumors from MR Imagery Using Symmetry ocating rain Tumor from M magery Uing Symmetry Nilanjan ay aidya Nath Saha and Matthew obert Graham rown {nray1 baidya mbrown}@cualbertaca epartment of Computing Science Univerity of lberta Canada btract

More information

How to. write a paper. The basics writing a solid paper Different communities/different standards Common errors

How to. write a paper. The basics writing a solid paper Different communities/different standards Common errors How to write a paper The baic writing a olid paper Different communitie/different tandard Common error Reource Raibert eay My grammar point Article on a v. the Bug in writing Clarity Goal Conciene Calling

More information

Chapter 7 Packet-Switching Networks. Chapter 7 Packet-Switching Networks. Packet Switching. Network Layer. Network Service

Chapter 7 Packet-Switching Networks. Chapter 7 Packet-Switching Networks. Packet Switching. Network Layer. Network Service Chapter 7 Packet-Switching etwork etwork Operation & Topology Datagram and Virtual Circuit Structure of a Packet Switch Routing in Packet etwork Shortet Path Routing etwork Chapter 7 Packet-Switching etwork

More information

Laboratory Exercise 6

Laboratory Exercise 6 Laboratory Exercie 6 Adder, Subtractor, and Multiplier The purpoe of thi exercie i to examine arithmetic circuit that add, ubtract, and multiply number. Each circuit will be decribed in VHL and implemented

More information

Motion Control (wheeled robots)

Motion Control (wheeled robots) 3 Motion Control (wheeled robot) Requirement for Motion Control Kinematic / dynamic model of the robot Model of the interaction between the wheel and the ground Definition of required motion -> peed control,

More information

Research Article Longest Path Reroute to Optimize the Optical Multicast Routing in Sparse Splitting WDM Networks

Research Article Longest Path Reroute to Optimize the Optical Multicast Routing in Sparse Splitting WDM Networks International Optic Volume 0, Article ID 9, page http://dxdoiorg/0/0/9 Reearch Article Longet Path Reroute to Optimize the Optical Multicat Routing in Spare Splitting WDM Network Huanlin Liu, Hongyue Dai,

More information

Embedding Service Function Tree with Minimum Cost for NFV Enabled Multicast

Embedding Service Function Tree with Minimum Cost for NFV Enabled Multicast 1 Embedding Service Function Tree with Minimum ot for NFV Enabled Multicat angbang Ren, Student Member, IEEE, eke Guo, Senior Member, IEEE, Yulong Shen, Member, IEEE, Guoming Tang, Member, IEEE, Xu Lin,

More information

Stream: Low Overhead Wireless Reprogramming for Sensor Networks

Stream: Low Overhead Wireless Reprogramming for Sensor Networks Thi full text paper wa peer reviewed at the direction of IEEE Communication Society ubject matter expert for publication in the IEEE INFOCOM 27 proceeding. : Low Overhead Wirele Reprogramming for Senor

More information

SIMIT 7. Profinet IO Gateway. User Manual

SIMIT 7. Profinet IO Gateway. User Manual SIMIT 7 Profinet IO Gateway Uer Manual Edition January 2013 Siemen offer imulation oftware to plan, imulate and optimize plant and machine. The imulation- and optimizationreult are only non-binding uggetion

More information

Separation of Routing and Scheduling in Backpressure- Based Wireless Networks

Separation of Routing and Scheduling in Backpressure- Based Wireless Networks Separation of Routing and Scheduling in - Baed Wirele Network The MIT Faculty ha made thi article openly available. Pleae hare how thi acce benefit you. Your tory matter. Citation A Publihed Publiher Seferoglu,

More information

Multiclass Road Sign Detection using Multiplicative Kernel

Multiclass Road Sign Detection using Multiplicative Kernel Proceeding of the Croatian Computer Viion Workhop, Year 1 Multicla Road Sign Detection uing Multiplicative Kernel Valentina Zadrija Mireo d. d. Zagreb, Croatia valentina.zadrija@mireo.hr Siniša Šegvić

More information

Aspects of Formal and Graphical Design of a Bus System

Aspects of Formal and Graphical Design of a Bus System Apect of Formal and Graphical Deign of a Bu Sytem Tiberiu Seceleanu Univerity of Turku, Dpt. of Information Technology Turku, Finland tiberiu.eceleanu@utu.fi Tomi Weterlund Turku Centre for Computer Science

More information

Area- and Throughput-Optimized VLSI Architecture of Sphere Decoding

Area- and Throughput-Optimized VLSI Architecture of Sphere Decoding Area- and Throughput-Optimized VLSI Architecture of Sphere Decoding Marku Wenk, Luka Bruderer, Andrea Burg Integrated Sytem Laboratory ETH Zurich, CH-8092 Zurich, Switzerland E-mail: {mawenk,bruderer,apburg}@ii.ee.ethz.ch

More information

A Study on Turbo Code Performance Based on AWGN Channel

A Study on Turbo Code Performance Based on AWGN Channel Proceeding of the 2nd International Conference on Comuter Science and Electronic Engineering (ICCSEE 2013 A Study on Turbo Code Performance Baed on AWGN Channel Peng Zhu, Jun Zhu, iang Liu Key Laboratory

More information

8. Wavelength measurement with a grating spectrometer

8. Wavelength measurement with a grating spectrometer Spm 8. Wavelength meaurement with a grating pectrometer 8.1 Introuction A very exact examination of the chemical compoition of a ubtance can be unertaken by analying the electromagnetic raiation it emit

More information

Performance Analysis of Unidirectional and Bidirectional Broadband Passive Optical Networks

Performance Analysis of Unidirectional and Bidirectional Broadband Passive Optical Networks Performance Analysis of Unidirectional and Bidirectional Broadband Passive Optical Networks Rini T. Jacob PG Scholar, Opto Electronics and Communication Systems, Dept. of Electronics and Communication

More information

SIMIT 7. Component Type Editor (CTE) User manual. Siemens Industrial

SIMIT 7. Component Type Editor (CTE) User manual. Siemens Industrial SIMIT 7 Component Type Editor (CTE) Uer manual Siemen Indutrial Edition January 2013 Siemen offer imulation oftware to plan, imulate and optimize plant and machine. The imulation- and optimizationreult

More information

A DIVISIVE HIERARCHICAL CLUSTERING- BASED METHOD FOR INDEXING IMAGE INFORMATION

A DIVISIVE HIERARCHICAL CLUSTERING- BASED METHOD FOR INDEXING IMAGE INFORMATION A DIVISIVE HIERARCHICAL CLUSTERING- BASED METHOD FOR INDEXING IMAGE INFORMATION ABSTRACT Najva Izadpanah Department of Computer Engineering, Ilamic Azad Univerity, Qazvin Branch, Qazvin, Iran In mot practical

More information

ANALYSIS OF THE FIRST LAYER IN WEIGHTLESS NEURAL NETWORKS FOR 3_DIMENSIONAL PATTERN RECOGNITION

ANALYSIS OF THE FIRST LAYER IN WEIGHTLESS NEURAL NETWORKS FOR 3_DIMENSIONAL PATTERN RECOGNITION ANALYSIS OF THE FIRST LAYER IN WEIGHTLESS NEURAL NETWORKS FOR 3_DIMENSIONAL PATTERN RECOGNITION A. Váque-Nava * Ecuela de Ingeniería. CENTRO UNIVERSITARIO MEXICO. DIVISION DE ESTUDIOS SUPERIORES J. Figueroa

More information

Performance of Energy-Efficient TDMA Schemes in Data-Gathering Scenarios with Periodic Sources

Performance of Energy-Efficient TDMA Schemes in Data-Gathering Scenarios with Periodic Sources Performance of Energy-Efficient TDMA Scheme in Data-Gathering Scenario with Periodic Source Chritian Renner, Volker Turau, and Chritoph Weyer Abtract Energy-efficient tranportation of periodical enor reading

More information

Integration of Digital Test Tools to the Internet-Based Environment MOSCITO

Integration of Digital Test Tools to the Internet-Based Environment MOSCITO Integration of Digital Tet Tool to the Internet-Baed Environment MOSCITO Abtract Current paper decribe a new environment MOSCITO for providing acce to tool over the internet. The environment i built according

More information

SLA Adaptation for Service Overlay Networks

SLA Adaptation for Service Overlay Networks SLA Adaptation for Service Overlay Network Con Tran 1, Zbigniew Dziong 1, and Michal Pióro 2 1 Department of Electrical Engineering, École de Technologie Supérieure, Univerity of Quebec, Montréal, Canada

More information

A Simplified Method for Calculating the Effective Solar Optical Properties of a Venetian Blind Layer for Building Energy Simulation

A Simplified Method for Calculating the Effective Solar Optical Properties of a Venetian Blind Layer for Building Energy Simulation A Simplified Method for Calculating the Effective Solar Optical Propertie of a Venetian Blind Layer for Building Energy Simulation N. A. Kotey, Department of Mechanical Engineering, Univerity of Waterloo,

More information

A Handover Scheme for Mobile WiMAX Using Signal Strength and Distance

A Handover Scheme for Mobile WiMAX Using Signal Strength and Distance A Handover Scheme for Mobile WiMAX Uing Signal Strength and Ditance Mary Alatie, Mjumo Mzyece and Anih Kurien Department of Electrical Engineering/French South African Intitute of Technology (F SATI) Thwane

More information