Erbium doped fiber amplifiers (EDFAs) are the essential components of a highly efficient, long distance optical data link.Their design has been refined to give better performance parameters.A novel design approach for erbium-doped fiber amplifiers is proposed based on Matlab and Fortran 77 Programming.In this paper, a combination of fiber intensity distribution, pump and signal power, optimum length and maximum gain are taken into account as objective function
and the results are presented for different core radius, fiber length, pump power and signal power. Dispersion compensating fibers (DCFs) which possess negative dispersion coefficient
equal to or greater than this 17ps/km-nm can be used to overcome this drawback. In order to upgrade the present long haul fiber optic communication system, comprising of CSFs, a
combination of EDFAs and DCFs would be the most feasible choice to compensate the dispersion as well as the loss.
Available online at [www.ijeete.com]EFFECT OF DISPERSION AND FIBER LENGTH ON ...Ankur Bindal
This paper introduces the non linear optical effect known as four wave mixing (FWM). In wavelength division multiplexing (WDM) systems four wave mixing can strongly affect the transmission performance on an optical link. As a result it is important to investigate the impact of FWM on the design and performance of WDM optical communication systems. The main objective of this paper is to analyze the FWM power for different values of fiber length and dispersion by designing and simulating a model in Optisim. In this paper, we have simulated the FWM design for three waves. The results obtained show that when the optical fiber length and dispersion value is increased FWM effect reduces. This result confirms that the fiber nonlinearities play decisive role in the WDM.
Performance Analysis of Dispersion Compensation in Long Haul Optical Fiber wi...IOSR Journals
Abstract : In this paper, We investigate post, pre and symmetrical/mix dispersion compensation methods for 40
Gb/s non-return to zero link using standard and dispersion compensated fiber through FBG compensator to
optimize high data rate optical transmission. The influence of dispersion of FBG compensator and increases in
the power of CW laser has been studied to evaluate the performance of optical communication systems. The
simulation model of the WDM based on the Optisystem 11.0 is presented according to the above principle. The
simulation results are validated by analysing the Q-factor and Bit error rate (BER) in the numerical simulator.
It is found that post compensation performance is best and the input fiber power is taken as 5-10dB, the
corresponding BER performance is better.
Keywords - BER, Dispersion compensation, Q-factor, WDM.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Attenuation is
the reduction of signal strength or light power over the length of
the light-carrying medium. As the light signal travels down the fiber,
it losses power or attenuates.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Available online at [www.ijeete.com]EFFECT OF DISPERSION AND FIBER LENGTH ON ...Ankur Bindal
This paper introduces the non linear optical effect known as four wave mixing (FWM). In wavelength division multiplexing (WDM) systems four wave mixing can strongly affect the transmission performance on an optical link. As a result it is important to investigate the impact of FWM on the design and performance of WDM optical communication systems. The main objective of this paper is to analyze the FWM power for different values of fiber length and dispersion by designing and simulating a model in Optisim. In this paper, we have simulated the FWM design for three waves. The results obtained show that when the optical fiber length and dispersion value is increased FWM effect reduces. This result confirms that the fiber nonlinearities play decisive role in the WDM.
Performance Analysis of Dispersion Compensation in Long Haul Optical Fiber wi...IOSR Journals
Abstract : In this paper, We investigate post, pre and symmetrical/mix dispersion compensation methods for 40
Gb/s non-return to zero link using standard and dispersion compensated fiber through FBG compensator to
optimize high data rate optical transmission. The influence of dispersion of FBG compensator and increases in
the power of CW laser has been studied to evaluate the performance of optical communication systems. The
simulation model of the WDM based on the Optisystem 11.0 is presented according to the above principle. The
simulation results are validated by analysing the Q-factor and Bit error rate (BER) in the numerical simulator.
It is found that post compensation performance is best and the input fiber power is taken as 5-10dB, the
corresponding BER performance is better.
Keywords - BER, Dispersion compensation, Q-factor, WDM.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Attenuation is
the reduction of signal strength or light power over the length of
the light-carrying medium. As the light signal travels down the fiber,
it losses power or attenuates.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
An Overview of EDFA Gain Flattening by Using Hybrid AmplifierIJEEE
Data communication systems are increasingly engrossing optical fiber communication system as the transmission paths for the information, the information is in the form of light pulses sending from one place to another through the optical fiber. Several types of optical amplifiers have been developed in optical fiber communication system to amplify the optical signals. The erbium doped fiber amplifier is one of the optical fiber amplifiers which are used for long distance communication. The most significant points in any optical amplifier design are gain and noise figure. They are connected to one another. The other optical amplifier, Raman amplifier has wide gain bandwidth. The EDFA gain spectrum has variations over 1536 to 1552 nm, therefore the gain flattening is a research issue in recent years with the development of high capacity DWDM. The gain variation becomes a problem as the number of channels increases. The gain of EDFA depends on large number of device parameters such as, Erbium ion concentration, amplifier length, core radius, pump power. Raman amplifiers can be combined with EDFAs to expand the optical gain flattened bandwidth. This paper focuses on different methods used for the gain flattening.
Signal Degradation In Optical Fiber
Losses in an optical fibre:-
The types of losses in a optical fibre are
Attenuation loss
Absorption
Scattering
Bending loss
Dispersion loss
Coupling loss
An optical fiber is composed of a very thin glass rod which is divided into two concentric regions, called the core and cladding. A single finer can then be coated with a protective plastic called a buffer and strength materials, such as Kevlar and polymers Optical fibers are based entirely on the principle of total internal reflection.
SUN Telecom’s SUN-LS200 series Handheld Optical Fiber Output Power Variable Light Source emits
excellent stability laser for fiber optic measurement. This Light Source is able to offer wavelength and
frequency identification information, which is widely applied with SUN Telecom’s SUN-OPM200 series
Power Meter for testing the optical loss of both single mode (SM) and multimode (MM) fiber optic cable.
Macro-Bending Loss of Single-Mode Fiber beyond Its Operating WavelengthTELKOMNIKA JOURNAL
A standard telecommunication-grade single-mode optical fiber is designed to have a
low macro-bending loss in its entire operating wavelengths to comply with the ITU-T
Recommendation G.652. In this paper, we described the potential use of such a fiber as an
intensity-based sensor due to the macro-bending loss as an alternative to using a bendingsensitive
fiber. We calculated the macro-bending loss of several single-mode optical fiber
patchcords using the classical Marcuse equation at several wavelengths, and measured its
transmission loss due to bending using an optical spectrum analyzer. For each type of fibers
there is a wavelength with a significant macro-bending loss of the LP11 mode when the Vnumber
of the fiber lies between 2.4 and 4, and that of the LP01 mode when the V-number of the
fiber lies between 1 and 2.4. This work shows a thorough mathematical and experimental
analysis for the posibility in using standard telecommunication fibers for intensity based-fiber
sensor taking the benefit of bending loss phenomenon using commercial light sources.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
A novel C+ L band erbium doped fiber broadband light so urce w ith hig h power was introduced. In the ex periment, a fiber loop mirr or made fr om 3 dB coupler was employed, mean while, power controlling circuit made fiber output steady. Single stage fiber and two pump LDs of 980 nm was used, and C band amplified spontaneous emission of backw ard again enhanced the efficiency of LD and stability o f output of fiber. Mean while, selecting appropriate Erbium doped fiber length simultaneously g ot output of C+ L band with power higher than 26.67 mW ( 14.26 dBm) , whose average wavelength was 1 550.887 nm.
An Overview of EDFA Gain Flattening by Using Hybrid AmplifierIJEEE
Data communication systems are increasingly engrossing optical fiber communication system as the transmission paths for the information, the information is in the form of light pulses sending from one place to another through the optical fiber. Several types of optical amplifiers have been developed in optical fiber communication system to amplify the optical signals. The erbium doped fiber amplifier is one of the optical fiber amplifiers which are used for long distance communication. The most significant points in any optical amplifier design are gain and noise figure. They are connected to one another. The other optical amplifier, Raman amplifier has wide gain bandwidth. The EDFA gain spectrum has variations over 1536 to 1552 nm, therefore the gain flattening is a research issue in recent years with the development of high capacity DWDM. The gain variation becomes a problem as the number of channels increases. The gain of EDFA depends on large number of device parameters such as, Erbium ion concentration, amplifier length, core radius, pump power. Raman amplifiers can be combined with EDFAs to expand the optical gain flattened bandwidth. This paper focuses on different methods used for the gain flattening.
Signal Degradation In Optical Fiber
Losses in an optical fibre:-
The types of losses in a optical fibre are
Attenuation loss
Absorption
Scattering
Bending loss
Dispersion loss
Coupling loss
An optical fiber is composed of a very thin glass rod which is divided into two concentric regions, called the core and cladding. A single finer can then be coated with a protective plastic called a buffer and strength materials, such as Kevlar and polymers Optical fibers are based entirely on the principle of total internal reflection.
SUN Telecom’s SUN-LS200 series Handheld Optical Fiber Output Power Variable Light Source emits
excellent stability laser for fiber optic measurement. This Light Source is able to offer wavelength and
frequency identification information, which is widely applied with SUN Telecom’s SUN-OPM200 series
Power Meter for testing the optical loss of both single mode (SM) and multimode (MM) fiber optic cable.
Macro-Bending Loss of Single-Mode Fiber beyond Its Operating WavelengthTELKOMNIKA JOURNAL
A standard telecommunication-grade single-mode optical fiber is designed to have a
low macro-bending loss in its entire operating wavelengths to comply with the ITU-T
Recommendation G.652. In this paper, we described the potential use of such a fiber as an
intensity-based sensor due to the macro-bending loss as an alternative to using a bendingsensitive
fiber. We calculated the macro-bending loss of several single-mode optical fiber
patchcords using the classical Marcuse equation at several wavelengths, and measured its
transmission loss due to bending using an optical spectrum analyzer. For each type of fibers
there is a wavelength with a significant macro-bending loss of the LP11 mode when the Vnumber
of the fiber lies between 2.4 and 4, and that of the LP01 mode when the V-number of the
fiber lies between 1 and 2.4. This work shows a thorough mathematical and experimental
analysis for the posibility in using standard telecommunication fibers for intensity based-fiber
sensor taking the benefit of bending loss phenomenon using commercial light sources.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
A novel C+ L band erbium doped fiber broadband light so urce w ith hig h power was introduced. In the ex periment, a fiber loop mirr or made fr om 3 dB coupler was employed, mean while, power controlling circuit made fiber output steady. Single stage fiber and two pump LDs of 980 nm was used, and C band amplified spontaneous emission of backw ard again enhanced the efficiency of LD and stability o f output of fiber. Mean while, selecting appropriate Erbium doped fiber length simultaneously g ot output of C+ L band with power higher than 26.67 mW ( 14.26 dBm) , whose average wavelength was 1 550.887 nm.
As we know Optical communication Network offers
very high potential bandwidth and flexibility. In terms of high
bit-rate transmission. However, their performance slows down
due to some parameter like dispersion, attenuation, scattering. In
long haul application, dispersion is the main parameter which
needs to be compensated in order to provide better service. Fiber
Braggs Grating (FBG) is one of the most widely used element to
compensate it, however its performance slows down with the
increase in distance.
This paper presents an investigation on Pulse distortions due to
the third-order dispersion (TOD) on very high speed long
distance single mode optical fiber communication system using
OptiSystem. Presence of the TOD introduces broadening on the
propagating pulse. The impact of TOD is observed at the
receiving end of transmission line considering the variation of
different factors such as transmission reach, bit rate, duty
cycle.BER performance are also considered here.
Design of Symmetric dispersion compensated, long haul, Single and Multichanne...IOSR Journals
Abstract: Here we propose a model on Enhanced- Large Effective Area Fiber (E-LEAF) and Dispersion Compensation Module (DCM) with precise designed Dispersion Compensation Fiber (DCF). The Model is implemented in a long haul Single and Multichannel Optical telecommunication systems with E-LEAF as data transmission Fiber (NZ-DSF) of 1700Km (85 Km SMF×20 loops) length. The DCM is proposed in Symmetric Compensation fashion consisting of 20Km (2Km×20spans) length DCF in Pre-Compensation and Post-Compensation totally comprising of 40Km length DCF for complete Compensation of total Optical Link. Thereby, we study the effect of various Line Coding Schemes like NRZ, RZ, CS-RZ, DUOBINARY and MODIFIED DUOBINARY in single and multichannel optical link with our designed DCM and concluded the suitable line coding scheme for our proposed model. This paper focus on the theoretical background, design procedures, technical terms and finally a simulation model is experimented with proposed parameters to realize the foresaid concepts with various modulation formats.
PERFORMANCE ANALYSIS OF ULTRAWIDEBAND WDM-ROF TECHNIQUEIAEME Publication
The demand for high capacity and wideband telecommunication channels for longdistance communication increases exponentially. The standard C and L bands have limited bandwidth and capacity. That promotes intensive research and development in wideband wavelength division multiplexing, intending to achieve low BER and highquality factors. We used four channels from various bands in the proposed wideband WDM method: O (1355 nm), E (1427 nm), L (1595 nm), and U (1595 nm) (1665 nm). We adjusted the laser intensity from -10 to 10 dBm and the optical fiber length from 20 to 80 km for the wideband WDM performance analysis. Raman preamplifiers and FBG have been incorporated into the receiver to improve the quality factor and BER of the received signal. This study established 40 Gbps data transmission over a unique ultrawideband of 310 nm. The Q factor and BER for the four channels are 7.345; 19.949; 7.831; 5.486 and 1.006e-13; 7.281e-89; 2.395e-15; 2.038e-08 at a laser power of -5 dBm/80km, respectively. The proposed technique is simulated and analyzed using optical simulation software Optisystem 13.
Performance analysis of dwdm based fiber optic communication with different m...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Performance analysis of dwdm based fiber optic communication with different m...eSAT Journals
Abstract Dense Wavelength Division multiplexing (DWDM) is a novel technology that can improve the channel capacity and meet growing demands for bandwidth of the optical fiber communication system. This technology utilizes a composite optical signal carrying multiple information streams. Each information streams transmitted on a distinct optical wavelength onto a single fiber. The performance of DWDM is degraded by non-linear optical effects. They are Cross phase modulation (XPM), Self phase modulation (SPM), four wave mixing (FWM), stimulated brillouin scattering (SBS) and stimulated Raman scattering (SRS). In this paper we analyze the performance of Dense Wavelength Division Multiplexing (DWDM) based fiber optic communication system at different modulation schemes, various power level and different number of data channels. we use the dispersion compensation fiber along with single mode fiber (SMF) for length of 100km at 1550nm to reduce the dispersion of optical signal. The performance of improved detected signals has been evaluated by the analysis of Quality factor and bit error rate (BER). The simulation studies are carried out using optisystem software from optiwave. Keywords: DWDM, cross-phase modulation, self-phase modulation, four wave mixing, stimulated Raman scattering, dispersion compensation fiber, NRZ, RZ, EDFA.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
ANALYSIS OF LAND SURFACE DEFORMATION GRADIENT BY DINSAR cscpconf
The progressive development of Synthetic Aperture Radar (SAR) systems diversify the exploitation of the generated images by these systems in different applications of geoscience. Detection and monitoring surface deformations, procreated by various phenomena had benefited from this evolution and had been realized by interferometry (InSAR) and differential interferometry (DInSAR) techniques. Nevertheless, spatial and temporal decorrelations of the interferometric couples used, limit strongly the precision of analysis results by these techniques. In this context, we propose, in this work, a methodological approach of surface deformation detection and analysis by differential interferograms to show the limits of this technique according to noise quality and level. The detectability model is generated from the deformation signatures, by simulating a linear fault merged to the images couples of ERS1 / ERS2 sensors acquired in a region of the Algerian south.
4D AUTOMATIC LIP-READING FOR SPEAKER'S FACE IDENTIFCATIONcscpconf
A novel based a trajectory-guided, concatenating approach for synthesizing high-quality image real sample renders video is proposed . The lips reading automated is seeking for modeled the closest real image sample sequence preserve in the library under the data video to the HMM predicted trajectory. The object trajectory is modeled obtained by projecting the face patterns into an KDA feature space is estimated. The approach for speaker's face identification by using synthesise the identity surface of a subject face from a small sample of patterns which sparsely each the view sphere. An KDA algorithm use to the Lip-reading image is discrimination, after that work consisted of in the low dimensional for the fundamental lip features vector is reduced by using the 2D-DCT.The mouth of the set area dimensionality is ordered by a normally reduction base on the PCA to obtain the Eigen lips approach, their proposed approach by[33]. The subjective performance results of the cost function under the automatic lips reading modeled , which wasn’t illustrate the superior performance of the
method.
MOVING FROM WATERFALL TO AGILE PROCESS IN SOFTWARE ENGINEERING CAPSTONE PROJE...cscpconf
Universities offer software engineering capstone course to simulate a real world-working environment in which students can work in a team for a fixed period to deliver a quality product. The objective of the paper is to report on our experience in moving from Waterfall process to Agile process in conducting the software engineering capstone project. We present the capstone course designs for both Waterfall driven and Agile driven methodologies that highlight the structure, deliverables and assessment plans.To evaluate the improvement, we conducted a survey for two different sections taught by two different instructors to evaluate students’ experience in moving from traditional Waterfall model to Agile like process. Twentyeight students filled the survey. The survey consisted of eight multiple-choice questions and an open-ended question to collect feedback from students. The survey results show that students were able to attain hands one experience, which simulate a real world-working environment. The results also show that the Agile approach helped students to have overall better design and avoid mistakes they have made in the initial design completed in of the first phase of the capstone project. In addition, they were able to decide on their team capabilities, training needs and thus learn the required technologies earlier which is reflected on the final product quality
PROMOTING STUDENT ENGAGEMENT USING SOCIAL MEDIA TECHNOLOGIEScscpconf
Using social media in education provides learners with an informal way for communication. Informal communication tends to remove barriers and hence promotes student engagement. This paper presents our experience in using three different social media technologies in teaching software project management course. We conducted different surveys at the end of every semester to evaluate students’ satisfaction and engagement. Results show that using social media enhances students’ engagement and satisfaction. However, familiarity with the tool is an important factor for student satisfaction.
A SURVEY ON QUESTION ANSWERING SYSTEMS: THE ADVANCES OF FUZZY LOGICcscpconf
In real world computing environment with using a computer to answer questions has been a human dream since the beginning of the digital era, Question-answering systems are referred to as intelligent systems, that can be used to provide responses for the questions being asked by the user based on certain facts or rules stored in the knowledge base it can generate answers of questions asked in natural , and the first main idea of fuzzy logic was to working on the problem of computer understanding of natural language, so this survey paper provides an overview on what Question-Answering is and its system architecture and the possible relationship and
different with fuzzy logic, as well as the previous related research with respect to approaches that were followed. At the end, the survey provides an analytical discussion of the proposed QA models, along or combined with fuzzy logic and their main contributions and limitations.
DYNAMIC PHONE WARPING – A METHOD TO MEASURE THE DISTANCE BETWEEN PRONUNCIATIONS cscpconf
Human beings generate different speech waveforms while speaking the same word at different times. Also, different human beings have different accents and generate significantly varying speech waveforms for the same word. There is a need to measure the distances between various words which facilitate preparation of pronunciation dictionaries. A new algorithm called Dynamic Phone Warping (DPW) is presented in this paper. It uses dynamic programming technique for global alignment and shortest distance measurements. The DPW algorithm can be used to enhance the pronunciation dictionaries of the well-known languages like English or to build pronunciation dictionaries to the less known sparse languages. The precision measurement experiments show 88.9% accuracy.
INTELLIGENT ELECTRONIC ASSESSMENT FOR SUBJECTIVE EXAMS cscpconf
In education, the use of electronic (E) examination systems is not a novel idea, as Eexamination systems have been used to conduct objective assessments for the last few years. This research deals with randomly designed E-examinations and proposes an E-assessment system that can be used for subjective questions. This system assesses answers to subjective questions by finding a matching ratio for the keywords in instructor and student answers. The matching ratio is achieved based on semantic and document similarity. The assessment system is composed of four modules: preprocessing, keyword expansion, matching, and grading. A survey and case study were used in the research design to validate the proposed system. The examination assessment system will help instructors to save time, costs, and resources, while increasing efficiency and improving the productivity of exam setting and assessments.
TWO DISCRETE BINARY VERSIONS OF AFRICAN BUFFALO OPTIMIZATION METAHEURISTICcscpconf
African Buffalo Optimization (ABO) is one of the most recent swarms intelligence based metaheuristics. ABO algorithm is inspired by the buffalo’s behavior and lifestyle. Unfortunately, the standard ABO algorithm is proposed only for continuous optimization problems. In this paper, the authors propose two discrete binary ABO algorithms to deal with binary optimization problems. In the first version (called SBABO) they use the sigmoid function and probability model to generate binary solutions. In the second version (called LBABO) they use some logical operator to operate the binary solutions. Computational results on two knapsack problems (KP and MKP) instances show the effectiveness of the proposed algorithm and their ability to achieve good and promising solutions.
DETECTION OF ALGORITHMICALLY GENERATED MALICIOUS DOMAINcscpconf
In recent years, many malware writers have relied on Dynamic Domain Name Services (DDNS) to maintain their Command and Control (C&C) network infrastructure to ensure a persistence presence on a compromised host. Amongst the various DDNS techniques, Domain Generation Algorithm (DGA) is often perceived as the most difficult to detect using traditional methods. This paper presents an approach for detecting DGA using frequency analysis of the character distribution and the weighted scores of the domain names. The approach’s feasibility is demonstrated using a range of legitimate domains and a number of malicious algorithmicallygenerated domain names. Findings from this study show that domain names made up of English characters “a-z” achieving a weighted score of < 45 are often associated with DGA. When a weighted score of < 45 is applied to the Alexa one million list of domain names, only 15% of the domain names were treated as non-human generated.
GLOBAL MUSIC ASSET ASSURANCE DIGITAL CURRENCY: A DRM SOLUTION FOR STREAMING C...cscpconf
The amount of piracy in the streaming digital content in general and the music industry in specific is posing a real challenge to digital content owners. This paper presents a DRM solution to monetizing, tracking and controlling online streaming content cross platforms for IP enabled devices. The paper benefits from the current advances in Blockchain and cryptocurrencies. Specifically, the paper presents a Global Music Asset Assurance (GoMAA) digital currency and presents the iMediaStreams Blockchain to enable the secure dissemination and tracking of the streamed content. The proposed solution provides the data owner the ability to control the flow of information even after it has been released by creating a secure, selfinstalled, cross platform reader located on the digital content file header. The proposed system provides the content owners’ options to manage their digital information (audio, video, speech, etc.), including the tracking of the most consumed segments, once it is release. The system benefits from token distribution between the content owner (Music Bands), the content distributer (Online Radio Stations) and the content consumer(Fans) on the system blockchain.
IMPORTANCE OF VERB SUFFIX MAPPING IN DISCOURSE TRANSLATION SYSTEMcscpconf
This paper discusses the importance of verb suffix mapping in Discourse translation system. In
discourse translation, the crucial step is Anaphora resolution and generation. In Anaphora
resolution, cohesion links like pronouns are identified between portions of text. These binders
make the text cohesive by referring to nouns appearing in the previous sentences or nouns
appearing in sentences after them. In Machine Translation systems, to convert the source
language sentences into meaningful target language sentences the verb suffixes should be
changed as per the cohesion links identified. This step of translation process is emphasized in
the present paper. Specifically, the discussion is on how the verbs change according to the
subjects and anaphors. To explain the concept, English is used as the source language (SL) and
an Indian language Telugu is used as Target language (TL)
EXACT SOLUTIONS OF A FAMILY OF HIGHER-DIMENSIONAL SPACE-TIME FRACTIONAL KDV-T...cscpconf
In this paper, based on the definition of conformable fractional derivative, the functional
variable method (FVM) is proposed to seek the exact traveling wave solutions of two higherdimensional
space-time fractional KdV-type equations in mathematical physics, namely the
(3+1)-dimensional space–time fractional Zakharov-Kuznetsov (ZK) equation and the (2+1)-
dimensional space–time fractional Generalized Zakharov-Kuznetsov-Benjamin-Bona-Mahony
(GZK-BBM) equation. Some new solutions are procured and depicted. These solutions, which
contain kink-shaped, singular kink, bell-shaped soliton, singular soliton and periodic wave
solutions, have many potential applications in mathematical physics and engineering. The
simplicity and reliability of the proposed method is verified.
AUTOMATED PENETRATION TESTING: AN OVERVIEWcscpconf
The using of information technology resources is rapidly increasing in organizations,
businesses, and even governments, that led to arise various attacks, and vulnerabilities in the
field. All resources make it a must to do frequently a penetration test (PT) for the environment
and see what can the attacker gain and what is the current environment's vulnerabilities. This
paper reviews some of the automated penetration testing techniques and presents its
enhancement over the traditional manual approaches. To the best of our knowledge, it is the
first research that takes into consideration the concept of penetration testing and the standards
in the area.This research tackles the comparison between the manual and automated
penetration testing, the main tools used in penetration testing. Additionally, compares between
some methodologies used to build an automated penetration testing platform.
CLASSIFICATION OF ALZHEIMER USING fMRI DATA AND BRAIN NETWORKcscpconf
Since the mid of 1990s, functional connectivity study using fMRI (fcMRI) has drawn increasing
attention of neuroscientists and computer scientists, since it opens a new window to explore
functional network of human brain with relatively high resolution. BOLD technique provides
almost accurate state of brain. Past researches prove that neuro diseases damage the brain
network interaction, protein- protein interaction and gene-gene interaction. A number of
neurological research paper also analyse the relationship among damaged part. By
computational method especially machine learning technique we can show such classifications.
In this paper we used OASIS fMRI dataset affected with Alzheimer’s disease and normal
patient’s dataset. After proper processing the fMRI data we use the processed data to form
classifier models using SVM (Support Vector Machine), KNN (K- nearest neighbour) & Naïve
Bayes. We also compare the accuracy of our proposed method with existing methods. In future,
we will other combinations of methods for better accuracy.
VALIDATION METHOD OF FUZZY ASSOCIATION RULES BASED ON FUZZY FORMAL CONCEPT AN...cscpconf
In order to treat and analyze real datasets, fuzzy association rules have been proposed. Several
algorithms have been introduced to extract these rules. However, these algorithms suffer from
the problems of utility, redundancy and large number of extracted fuzzy association rules. The
expert will then be confronted with this huge amount of fuzzy association rules. The task of
validation becomes fastidious. In order to solve these problems, we propose a new validation
method. Our method is based on three steps. (i) We extract a generic base of non redundant
fuzzy association rules by applying EFAR-PN algorithm based on fuzzy formal concept analysis.
(ii) we categorize extracted rules into groups and (iii) we evaluate the relevance of these rules
using structural equation model.
PROBABILITY BASED CLUSTER EXPANSION OVERSAMPLING TECHNIQUE FOR IMBALANCED DATAcscpconf
In many applications of data mining, class imbalance is noticed when examples in one class are
overrepresented. Traditional classifiers result in poor accuracy of the minority class due to the
class imbalance. Further, the presence of within class imbalance where classes are composed of
multiple sub-concepts with different number of examples also affect the performance of
classifier. In this paper, we propose an oversampling technique that handles between class and
within class imbalance simultaneously and also takes into consideration the generalization
ability in data space. The proposed method is based on two steps- performing Model Based
Clustering with respect to classes to identify the sub-concepts; and then computing the
separating hyperplane based on equal posterior probability between the classes. The proposed
method is tested on 10 publicly available data sets and the result shows that the proposed
method is statistically superior to other existing oversampling methods.
CHARACTER AND IMAGE RECOGNITION FOR DATA CATALOGING IN ECOLOGICAL RESEARCHcscpconf
Data collection is an essential, but manpower intensive procedure in ecological research. An
algorithm was developed by the author which incorporated two important computer vision
techniques to automate data cataloging for butterfly measurements. Optical Character
Recognition is used for character recognition and Contour Detection is used for imageprocessing.
Proper pre-processing is first done on the images to improve accuracy. Although
there are limitations to Tesseract’s detection of certain fonts, overall, it can successfully identify
words of basic fonts. Contour detection is an advanced technique that can be utilized to
measure an image. Shapes and mathematical calculations are crucial in determining the precise
location of the points on which to draw the body and forewing lines of the butterfly. Overall,
92% accuracy were achieved by the program for the set of butterflies measured.
SOCIAL MEDIA ANALYTICS FOR SENTIMENT ANALYSIS AND EVENT DETECTION IN SMART CI...cscpconf
Smart cities utilize Internet of Things (IoT) devices and sensors to enhance the quality of the city
services including energy, transportation, health, and much more. They generate massive
volumes of structured and unstructured data on a daily basis. Also, social networks, such as
Twitter, Facebook, and Google+, are becoming a new source of real-time information in smart
cities. Social network users are acting as social sensors. These datasets so large and complex
are difficult to manage with conventional data management tools and methods. To become
valuable, this massive amount of data, known as 'big data,' needs to be processed and
comprehended to hold the promise of supporting a broad range of urban and smart cities
functions, including among others transportation, water, and energy consumption, pollution
surveillance, and smart city governance. In this work, we investigate how social media analytics
help to analyze smart city data collected from various social media sources, such as Twitter and
Facebook, to detect various events taking place in a smart city and identify the importance of
events and concerns of citizens regarding some events. A case scenario analyses the opinions of
users concerning the traffic in three largest cities in the UAE
SOCIAL NETWORK HATE SPEECH DETECTION FOR AMHARIC LANGUAGEcscpconf
The anonymity of social networks makes it attractive for hate speech to mask their criminal
activities online posing a challenge to the world and in particular Ethiopia. With this everincreasing
volume of social media data, hate speech identification becomes a challenge in
aggravating conflict between citizens of nations. The high rate of production, has become
difficult to collect, store and analyze such big data using traditional detection methods. This
paper proposed the application of apache spark in hate speech detection to reduce the
challenges. Authors developed an apache spark based model to classify Amharic Facebook
posts and comments into hate and not hate. Authors employed Random forest and Naïve Bayes
for learning and Word2Vec and TF-IDF for feature selection. Tested by 10-fold crossvalidation,
the model based on word2vec embedding performed best with 79.83%accuracy. The
proposed method achieve a promising result with unique feature of spark for big data.
GENERAL REGRESSION NEURAL NETWORK BASED POS TAGGING FOR NEPALI TEXTcscpconf
This article presents Part of Speech tagging for Nepali text using General Regression Neural
Network (GRNN). The corpus is divided into two parts viz. training and testing. The network is
trained and validated on both training and testing data. It is observed that 96.13% words are
correctly being tagged on training set whereas 74.38% words are tagged correctly on testing
data set using GRNN. The result is compared with the traditional Viterbi algorithm based on
Hidden Markov Model. Viterbi algorithm yields 97.2% and 40% classification accuracies on
training and testing data sets respectively. GRNN based POS Tagger is more consistent than the
traditional Viterbi decoding technique.
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Instructions for Submissions thorugh G- Classroom.pptxJheel Barad
This presentation provides a briefing on how to upload submissions and documents in Google Classroom. It was prepared as part of an orientation for new Sainik School in-service teacher trainees. As a training officer, my goal is to ensure that you are comfortable and proficient with this essential tool for managing assignments and fostering student engagement.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
2. 474 Computer Science & Information Technology (CS & IT)
is not commercially promising due to strong pressure to upgrade these links in making them
compatible with DSF and EDFA combination. In the absence of a suitable commercially
available 1300 nm to 1550 nm of the existing link, so that EDFAs could be employed [2]. The
main disadvantage of this approach is in paying the penalty in terms of large chromatic
dispersion, which is (~17ps/km-nm) at 1550 nm. Nowadays the information carrying capacity can
be increased enormously by using Wavelength Division Multiplexing (WDM) system. WDM
system has been widely introduced for large capacity of transmission. Transmission performances
of the present long haul optical transmission system using different signals can be limited by the
presence of dispersion, non-linearity and noise [1]. Presently optical fibers are being used around
the zero dispersion wavelengths to achieve maximum band width. The system is operated at the
zero dispersion wave length.
At the same time it is well known that the fundamental limits of fiber loss in single mode fibers
can be eliminated by introduction of erbium doped fiber amplifier(EDFA) [1] operating at 1550
nm to achieve greater transmission distance. The recent development of practical erbium doped
fiber amplifier (EDFAs) has greatly reduced the effect of attenuation which acts as a critical
design issue in light wave communication. The EDFAs have characteristics of high gain, band
width, low loss and high efficiencies. Several research works on EDFA shows that they can be
used in wavelength division multiplexing system (WDM) finding a variety of application in
travelling wave fiber amplifier, nonlinear optical devices [3]. In the design of EDFAs it is
necessary to determine amplifier parameter such as optical fiber length and the optical pumping
wavelength to obtain a maximum gain or band width of the EDFA [4].
For low pump powers, although the Er3+
ions are getting excited to the E2 level, population
inversion may not exist because of spontaneous emission. Thus in such a case the signal beam at
1550nm will get attenuated (due to the absorption from E1 toE2) rather than being amplified. As
pump power increases, the rate of excitation increases and at some power level one can achieve
population inversion between E2 to E 1 and in such a situation the signal around 1550 nm will
get amplified rather than absorbed. This is the basic principle behind optical amplification by
Er3+
doped fiber. The development of erbium doped glass fiber has a major impact on the research
in the area of active fiber technology when fiber is operated in the 1.55µm wavelength region.
After the pioneering work on fiber laser, research on rare earth doped fiber, the research on this
area remained stagnant until the demonstration of high gain erbium doped amplifier [3-4] and
their use in light transmission system [5]. These active fibers are finding diverse application in
optical amplifiers, laser switches, and variety of nonlinear devices. Some of the basic notable
results achieve with doped fiber amplifiers are 51 dB gain, 100 mw saturation output power and
3dB noise figure. Such high performance amplifier may enhance the light wave system and have
already been used to achieve numerous transmission records. Erbium doped fiber also have a
major impact in fiber laser and super fluorescent light source. Here recent achievement includes
71% pumping efficiency, 60 kHz laser line width and passive mode locking of a fiber laser.
Several experiment on optical switching and optical nonlinearities performed to highlight the
potential of the rare earth doped fiber in photonic system or instrumentation. Many works also
have been done in modeling and design of Erbium doped fiber amplifier [5-7].
In spite of the many advantage there have some drawback of EDFA. These are limited to
operating wavelength zone of 1530-1570 nm only. For 1300 nm system efforts are under way to
develop amplifiers based on other rare earth element such as praseodymium.
The present work is mainly concerned with the design of a parabolic index Erbium doped
Erbium doped dispersion compensating fiber(Er-DCF). Here we design the fiber by choosing the
proper V- parameter, core radius (a), ݊ଵ&݊ଶ represents the refractive index at the centre core &
the clad and ݊ଷ, ݊ସare the refractive indices of the first depressed region & second depressed
3. Computer Science & Information Technology (CS & IT)
region respectively. The performance of the designed Er
variation, signal power and pump power variation with length of the fiber. We have st
maximum gain variation and optimum length variation with input pump power for fibers with
different signal power has been studied also.
A multicladded single mode optical fiber is chosen in this work to act as an Erbium doped fiber
amplifier. The refractive index profile of the chosen fiber is shown
Fig.1: The refractive index profile for a single mode Fiber
The refractive index profile can be described as
݊ଶ
(R) = ݊ଵ
ଶ
(1-2∆ܴଶ
) ; 0 < R
=݊ଷ
ଶ
= ݊ଵ
ଶ
(1-
=݊ସ
ଶ
= ݊ଵ
ଶ
(1-
=݊ଶ
ଶ
= ݊ଵ
ଶ
(1-
Where, R= r / a, a being the core radius of the fiber, r is the radial coordinate from the centre,
݊ଵ&݊ଶ represents the maximum refractive index at the centre core (0 < R
and ݊ଷ, ݊ସ are the refractive indices of the first depres
regions(ܥଵ< R ≤ ܥଶ) respectively. The different parameters used here are defined as follows:
The relative refractive index difference
are given by
ߩଵ=
భ
మ
ିయ
మ
భ
మିమ
మ&ߩଶ=
భ
మ
ିర
మ
భ
మିమ
మ
The normalized radial coordinate of central parabolic profile, first depressed region and second
depressed region are 1, ܥଵ, ܥଶ respectively and the corresponding width of first depressed region
(w1) & second depressed region (w
2. CHARACTERISTICS OF
Compensation of dispersion at a wavelength around 1550 nm in
mode fiber can be achieved by specially designed fibers whose dispersion coefficient (D) is
negative and large at 1510 nm. This type of fiber is known as dispersion compensating fibers
(DCF).
Since the DCF has to be added on to
of the system and, hence, would pose problem in detection at the end. The length of the DCF
required for compensation can be reduced by having fibers with very large negative dispersion
Computer Science & Information Technology (CS & IT)
region respectively. The performance of the designed Er-DCF has been studied in terms of gain
variation, signal power and pump power variation with length of the fiber. We have st
maximum gain variation and optimum length variation with input pump power for fibers with
different signal power has been studied also.
A multicladded single mode optical fiber is chosen in this work to act as an Erbium doped fiber
efractive index profile of the chosen fiber is shown figure.
Fig.1: The refractive index profile for a single mode Fiber
The refractive index profile can be described as
) ; 0 < R ≤ 1
-2ߩଵ∆) ; 1 < R ≤ ܥଵ
-2ߩଶ∆) ; ܥଵ< R ≤ ܥଶ
-2∆) ; R ≥ ܥଶ
Where, R= r / a, a being the core radius of the fiber, r is the radial coordinate from the centre,
represents the maximum refractive index at the centre core (0 < R ≤ 1) & the clad (R >
are the refractive indices of the first depressed region (1 < R ≤ ܥଵ) & second depressed
) respectively. The different parameters used here are defined as follows:
The relative refractive index difference ∆ =
భ
మିమ
మ
ଶభ
మ and the relative depression depth parameters
The normalized radial coordinate of central parabolic profile, first depressed region and second
respectively and the corresponding width of first depressed region
) & second depressed region (w2) are defined as w1= c1-1 & w2=c2-c1.
HARACTERISTICS OF DISPERSION COMPENSATED FIBER
Compensation of dispersion at a wavelength around 1550 nm in a 1310 nm optimized single
mode fiber can be achieved by specially designed fibers whose dispersion coefficient (D) is
negative and large at 1510 nm. This type of fiber is known as dispersion compensating fibers
Since the DCF has to be added on to an existing fiber optic limit, it would increase the total loss
of the system and, hence, would pose problem in detection at the end. The length of the DCF
required for compensation can be reduced by having fibers with very large negative dispersion
475
DCF has been studied in terms of gain
variation, signal power and pump power variation with length of the fiber. We have studied
maximum gain variation and optimum length variation with input pump power for fibers with
A multicladded single mode optical fiber is chosen in this work to act as an Erbium doped fiber
Where, R= r / a, a being the core radius of the fiber, r is the radial coordinate from the centre,
1) & the clad (R >ܥଶ)
) & second depressed
) respectively. The different parameters used here are defined as follows:
nd the relative depression depth parameters
The normalized radial coordinate of central parabolic profile, first depressed region and second
respectively and the corresponding width of first depressed region
a 1310 nm optimized single
mode fiber can be achieved by specially designed fibers whose dispersion coefficient (D) is
negative and large at 1510 nm. This type of fiber is known as dispersion compensating fibers
an existing fiber optic limit, it would increase the total loss
of the system and, hence, would pose problem in detection at the end. The length of the DCF
required for compensation can be reduced by having fibers with very large negative dispersion
4. 476 Computer Science & Information Technology (CS & IT)
coefficients. Thus, there has been considerable research effort to achieved DCFs with very large
(negative) dispersion coefficients.
The dispersion compensating fibers are characterized by the parameter, namely compensating
ratio (CSR) [8]. The CSR is defined as the ratio of length of the DCF ( ݈) to the length of the
CSF ( ݈௦).
CSR=
ೞ
For a long haul fiber optic link consisting of a CSF and a DCF, the total dispersion ܦ௧ due to the
propagation along the length (݈௦ ) of a CSF or NZDCF and a length ( ݈ ) of a DCF, is given by
[8-9]
ܦ௧ = ܦ௦݈௦ + ܦ݈
If the total compensation of the dispersion is required, the length of ݈ is so chosen that
ܦ௧ = 0 .i.e ݈ =
ೞ
||
݈௦
Where, ܦis the dispersion coefficient of the DCF in ps/km-nm and ܦ௦ is that of CSF. The total
attenuation of the link α (in dB) due to the length lc of DCF is given by [8-9]:
α = αsls + αclc
Or, α = (αs + αc
௦
||
)ls
Where αs and αc are the losses of a CSF and a DCF, respectively, in dB/km. From eqn. (2.4.5), it
is seen that the total link attenuation is increased by inserting DCFs. Hence the added attenuation
must be compensated with additional gain of the amplifiers. The DCFs should be optimized to
minimize the total loss of the fiber.
2.1Amplifier Modeling
We consider an erbium doped single mode silica fiber in which the core is doped with Er+3
ions
with ion density of Nt(r). The pump and signal wavelengths are 980nm and 1550nmrespectively.
Here all the parameters such as intensities, population densities of each level are considered as
independent of azimuthal angle Φ due to its axial symmetry. Let N1(r, z) and N2(r, z) be the
population densities of Er3+
in the ground state, E1 (I4
15/2) and the upper amplified state E2 (I4
13/2)
respectively. Here r represents the cylindrical radial coordinates and z is propagation length along
the z axis. The total ion density is considered as
N1(r, z) + N2(r, z) = Nt(r)
Let Ip and Is represents the intensity distribution of the pump and signal beams. . Let σpa, σsa& σse
be the absorption cross-section at the pump, signal, & emission cross section at the
signalrespectively. We may then write for the rate of change of population of the ground level, E1
as
ௗேభ
ௗ௧
=−ܰଵ
ఙೌூು
ఔ
−
ூೞఙೞೌ
ఔೞ
ܰଵ +
ூೞఙೞ
ఔೞ
ܰଶା
ேమ
௧ೞ
Where ܰଵ
ఙೌூು
ఔ
=number of absorptions (per unit time per unit volume) from level E1to the
upper pump level E3 due to the pump at νp.
5. Computer Science & Information Technology (CS & IT) 477
ூೞఙೞೌ
ఔೞ
ܰଵ= number of absorptions (per unit time per unit volume) from level E1to the upper level
E2 due to the signal at νs.
ேమ
௧ೞ
= number of spontaneous emissions (per unit time per unit volume) from level E2to the E1
Since, σse/ σsa=η
So we can write,
ௗேభ
ௗ௧
=−ܰଵ
ఙೌூು
ఔ
+
ூೞఙೞೌ
ఔೞ
ሺߟܰଶ − ܰଵሻ +
ேమ
௧ೞ
At steady state
ௗேభ
ௗ௧
=0
ݎ , ܰଵ
ఙೌூು
ఔ
+
ூೞఙೞೌ
ఔೞ
ܰଵ =
ூೞఙೞೌ
ఔೞ
ߟܰ2+
ேమ
௧ೞ
ேభ
ேమ
=
ೞೌ
ഌೞ
ூೞఎା
భ
ೞ
ೌ
ഌ
ାቀ
ೞೌೞ
ഌೞ
ቁ
ேమ
ேభ
=
ೌ
ഌ
ାቀ
ೞೌೞ
ഌೞ
ቁ
ೞೌ
ഌೞ
ூೞఎା
భ
ೞ
ܰଶ
ܰଵ
=
ఙೌூ
ఔ
ݐ௦ + ݐ௦ ቀ
ఙೞೌூೞ
ఔೞ
ቁ
ሺߪ௦ߟܫ௦ + 1ሻ
ܰଶ
ܰଵ
=
൝
ഌ
ఙೌ௧ೞ
+
ೞ
ഌೞሾభశആሿ
ఙೞೌ௧ೞሾభశആሿ
ൡ
ቊ1 +
ೞആ
ഌೞሾభశആሿ
௧ೞఙೞೌሾଵାఎሿ
ቋ
ܰଶ
ܰଵ
=
Ĩ +
Ĩೄ
ሾଵାఎሿ
1 +
Ĩೄఎ
ሾଵାఎሿ
Where,Ĩ =
ഌ
ఙೌ௧ೞ
=
ூ
ூ
Ĩௌ =
ூೞఙೞೌ௧ೞሾଵାఎሿ
ఔೞ
=
ூೞ
ூೞ
Using the result we get,ܰ௧ = ܰଵ ቆ1 −
ଵା
ആĨೞ
ሾభశആሿ
ଵାĨೞାĨ
ቇ
Solving we get,ܰଵ = ܰ௧ሺ
ଵା
ആĨೞ
ሾభశആሿ
ଵାĨೞାĨ
)
ܰଶ = ܰ௧ሺ
Ĩ +
Ĩೞ
ଵାఎ
1 + Ĩ௦ + Ĩ
ሻ
Where N1 & N2 represents steady state population of energy level E1& E2 respectively.The
condition of amplification has (ηN2-N1ሻ > 0
6. 478 Computer Science & Information Technology (CS & IT)
Using the above equation we get,
ηN2-N1=
Ĩሺ,௭ሻఎିଵ
ଵାĨೞାĨ
Nt
Hence for amplification (at a particular value of r & z) we must have,Ĩሺ,ݎ ݖሻ >
ଵ
ఎ
Or, Ip(r,z)>Ipt=
ଵ
ఎ
ܫ
Where Ipt is known as the threshold pump intensity. Thus a minimum pump intensity is needed at
any value of (r,z) to achieve amplification.
2.2 Variation of pump and signal power intensity with length
Since pump wave at frequency νpcorresponds to transitions between E1 and E3 and since
population of E3 level is negligible, we can write for the rate of change of pump intensity
ௗூ
ௗ௭
=−σpaN1(r,z)Ip(r,z)
Similarly the change in signal intensity with z described by,
ௗூ௦
ௗ௭
=σsa(ηN2-N1)Is(r,z)
In case of optical fiber the amplification can be described in terms of the signal and pump power
rather than in terms of intensities. Since the propagating mode at the pump and signal wavelength
are characterized by transverse intensity profile that is,Ip and Iswhich are also the function of
transverse coordinate r. If we assume that both the pump and signal radiation exists in the
fundamental mode of the doped fiber, then we get
݀
݀ݖ
= −2ߎߪܰ න
1 + ቀ
ఎ
ଵାఎ
ቁ ቀ
ೞሺ௭ሻ௦ሺሻ
ூೞ
ቁ
1 +
ሺ௭ሻሺሻ
ூ
+
ೞሺ௭ሻ௦ሺሻ
ூೞ
ܲሺݖሻ݂ሺݎሻݎ݀ݎ
Similarly for the signal power we have,
݀௦
݀ݖ
= 2ߎߪ௦ܰ න
൬ߟ
ሺ௭ሻሺሻ
ூ
൰ − 1
1 +
ሺ௭ሻሺሻ
ூ
+
ೞሺ௭ሻ௦ሺሻ
ூೞ
ܲݏሺݖሻ݂ሺݎሻݎ݀ݎ
Where Pp(z) and Ps(z) are z dependent powers at the pump and signal wavelengths and the
quantities fp(r) and fs(r) represents the transverse dependence of the modal intensity patterns of
the pump and signal waves respectively.
As the pump and signal intensity depends on fiber length, the gain will also depend on fiber
length. Here gain increases with fiber length, so the fiber can act as an amplifier. For every input
pump power level, there is an optimum length of the fiber for achieving maximum gain. This
behavior can be easily understood from the fact that, as the pump propagates through the fiber, it
gets absorbed and the pump power level keeps falling monotonically with z. Thus, the inversion
keeps reducing with z, which in turn reduces the gain at any value of z. At some z value the pump
power drops below the critical value, wherein the fiber becomes attenuating rather than
7. Computer Science & Information Technology (CS & IT) 479
amplifying. Any fiber length beyond this point reabsorbs the amplified signal, thus reducing the
gain.
3. RESULT AND DISCUSSION
In order to design the erbium doped dispersion compensating fiber (ErDCF) having multicladded
refractive index profile with total dispersion -8 ps/km-nm, the normalized propagation constants
(b) at optimized V parameters are obtained. The optimized value of core index n1 is 1.4529 at V
= 2.14 and the refractive indices of 1st clad, 2nd
clad and outer clad are given by 1.4462, 1.4445,
1.4435 respectively and the central core radius (a) is given by 3.788 µm. Similarly, the V
parameter corresponding to pump power at wavelength 980 nm is 3.3912. Corresponding to the
above V values the numerical solution of the scalar wave equation yields the normalized
propagation constant (b) which is defined as
ܾ =
ሺ
ఉ
బ
ሻଶ
− ݊ଶ
ଶ
݊ଵ
ଶ − ݊ଶ
ଶ
=
ሺ݊ሻଶ
− ݊ଶ
ଶ
݊ଵ
ଶ − ݊ଶ
ଶ
Where neff represents the effective refractive index in the fiber. In order to model the EDFA with
the proposed refractive index profile, the actual transverse intensity profiles corresponding to
signal and pump are termed as [݂௦ሺݎሻ] and ൣ݂ሺݎሻ൧, which are obtained by solving the scalar
wave equation. The so obtained intensity profiles are depicted in Fig.2 and Fig.3.
Fig: 2. Transverse intensity distribution for signal wave [݂௦ሺݎሻ]
Fig: 3.Transverse intensity distribution for pump wave ൣ݂ሺݎሻ൧
8. 480 Computer Science & Information Technology (CS & IT)
Fig 4.Shows the variation of pump power with the length of the fiber for input pump power levels
of 20 mW. As expected, the pump power monotonically reduces as it propagates along the fiber.
It is worthwhile to note that the decrease is initially almost linear when the power is high and
becomes exponential for lower pump powers.
Fig 5.Shows the variation of signal power with fiber length for an input signal power of Ps(0)
=1µW. The signal power increases initially and reaches a maximum value before beginning to
reduce. This behavior can be easily understood from the fact that, as the pump light propagates
through the fiber, it gets absorbed by the fiber and the pump level keeps falling monotonically
with fiber length (z). Thus, the inversion keeps reducing with z, which in turn reduces the gain at
any value of z. At some z value the pump power drops below the critical value, wherein the fiber
becomes attenuating rather than amplifying.
Fig: 4.Variation of pump power with fiber length
Fig: 5.Variation of signal power with fiber length
Solving theseequations for the lengthwise variations of pump and signal power is obtained. Fig. 6
shows the variation of signal power with length for an input signal power (Ps (0)) of 1µw and
input pump power ( ܲሺ0ሻ) of 30 mw. It is seen that the signal power increases initially and
reaches a maximum value at fiber length of 9.27 m before beginning to reduce. The length at
which signal power becomes maximum can be called as optimum length. The study also shows
that as the pump power increases the optimum length (Lopt) of the signal power becomes more.
This is due to the fact that more number of erbium atoms can be inverted at higher pump intensity
to enable the amplification process.
At the same time Fig. 6 shows the variation of pump power with length of the fiber. The pump
power monotonically reduces as it propagates along the fiber. The figures show that for high
Input signal power
Ps=1µW
9. Computer Science & Information Technology (CS & IT) 481
pump power of 30 mW the decrease is initially almost linear and becomes exponential for low
pump power of 20 mW, by following the well known nature of variation i.e., ݁ିఈ௭
.
The figure shows the variation of gain with length of the fiber. The figures showsthat for every
input pump power level there is an optimum length of the fiber for achieving maximum gain. For
example when input pump power Pp(0) =30mw the optimum length is 9.27 m. The optimum
length arises because, as the pump power propagates through the fiber, it gets absorbed by the
fiber and the pump power decreases according to the݁ିఈ௭
, where αp is the absorption coefficient
corresponding to pumpwavelength. Thus the inversion keeps reducing with z which in turn
reduces the gain.When the pump power decreases below the threshold value, the fibers become
attenuating rather amplifying. Beyond the optimum length the amplified signal reabsorbs, which
finally reduces the gain.
Fig: 6. Variation of (a) signal power, (b) pump power & (c) gain with length for input signal power 1µW
and input pump power 30mW
Fig.7 shows the variation of the optimum length with input pump power and fig.8 shows the
variation of gain with the input pump power for fiber length of 15m. For any fiber length there is
a threshold pump power for transparency of the fiber. At this pump power, the signal gets neither
attenuated nor amplified. Beyond this threshold pump power, the gain increases with increasing
pump power, finally saturating at large pump powers. The saturation behavior is essentially due
to the fact that as the pump power is increased, more and more erbium ions get inverted. Hence
there would be no more increase in inversion and, hence, gain.
10. 482 Computer Science & Information Technology (CS & IT)
Fig: 7. Variation of optimum length with the input pump power
Fig: 8. Variation of gain with input pump power for fiber length z=15m
In fig.9 the variation of optimum length with input pump power is shown for five different input
signals with power 1µW, 5µW, 7µW, 10µW & 15µW respectively. Fig.10 shows the variation of
maximum gain with input pump power for five different input signal 1µw, 5µw, 7µw, 10µw,
15µw. From this figure it can be seen that optimum length as well as maximum gain increases
with increase in input pump power. This phenomenon happens as the input pump power increases
it takes more and more length to decrease up to the optimum condition where attenuation starts to
be dominating. Here increase in pump power delay the process of reaching that value. From the
fig 9 & 10 we can also conclude that in small signal power region the maximum gain and Lopt are
more or less independent of input signal power. Differences among the gains and Lopt for different
input signal powers at the same input pump power are distinct when the input pump power value
is sufficiently high.
4. CONCLUSION
A dispersion compensating fiber amplifier is designed and optimized in the present work and the
amplifier is modeled to obtain its characteristics. The gain profile of the Erbium doped DCF
amplifier for different sets of input pump power and signal power are obtained. Length wise
variation of input pump power and input signal power are presented in this work. The study
shows that optimum length increases with increase in input pump power when the input signal
power is a constant parameter. On the other hand, for a particular input pump power as the input
signal power increases the optimum length decreases. For different signal power of Erbium doped
DCF, the modeling shows that maximum gain and optimum length areal most linear with input
11. Computer Science & Information Technology (CS & IT) 483
pump power. This study may be useful for fiber optics manufactures to fabricate an Erbium
doped DCF amplifier.
Fig: 9. Variation of optimum length with input pump power for differentinput signal power
Fig: 10. Variation of maximum gain with input pump power for different signal power
REFERENCES
[1] Ghatak and Thyagarajan.,“ Introduction to fiber optics”. Cambridge University Press,1999.
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[8] Antos, A. J., Hall, D. W. and Smith, D.K., “Dispersion compensating fibre for upgrading existing
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AUTHORS
Mithun De has received his M.Sc degree in Physics from Bengal Engineering and
Science University, Shibpur. (W.B). He is now working as an assistant professor in
GIMT .Krishnagar Nadia
Indranil Mondal has received his M.Sc degree in Physics from Guru Ghasidas
University,Bilaspur (C.G).He is now workingas an assistant professor in GIMT.
KrishnagarNadia
Amit Kumar Das has received his M.Sc degree in Physics from Guru Ghasidas
University,Bilaspur (C.G).He is now working as an assistant professor in GIMT.
Krishnagar,Nadia