IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
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.
This document summarizes a student project on OFDM transmitters and receivers. It includes an introduction to OFDM that describes its use of orthogonal subcarriers. It also compares single carrier modulation to multi-carrier modulation using OFDM. The document outlines the basic OFDM transmitter and receiver block diagrams. It discusses the constellation mapper, IFFT block, cyclic prefix, and design approaches for these blocks. Simulation results are presented comparing transmitted and received signals. BER performance is evaluated for different modulation schemes like QPSK and QAM. The document concludes that OFDM provides high bandwidth efficiency and overcomes interference through the IFFT and cyclic prefix.
OFDM is a digital multi-carrier modulation technique that divides the available spectrum into multiple orthogonal subcarriers. It allows high spectral efficiency by spacing the carriers to maintain orthogonality even when their spectra overlap. The document provides an intuitive explanation of OFDM using analogies like a shower head vs faucet and multiple smaller trucks vs one large truck. It explains how OFDM provides resistance to interference by spreading data across orthogonal subcarriers rather than a single carrier. The key concept of orthogonality allows the subcarriers to overlap without interference by ensuring the area under one subcarrier's frequency multiplied by another is always zero.
This document summarizes a research paper that proposes a modified channel shortener filter (MCSF) to improve the spectral efficiency of OFDM systems. The MCSF exploits the null space of an underdetermined system of equations to provide multiple independent equivalent channels to the receiver. It is shown that the MCSF can achieve a higher spectral efficiency than conventional OFDM when the cyclic prefix length is significantly smaller than the channel delay spread. Simulation results demonstrate that the MCSF improves bit error rate performance and can provide up to 2dB gain compared to full cyclic prefix OFDM systems. The MCSF has the potential to reduce receiver complexity compared to existing channel shortening approaches.
The document discusses OFDM (Orthogonal Frequency Division Multiplexing) for wireless communication. It introduces OFDM as a modulation technique that divides the available bandwidth into multiple orthogonal subcarriers. This allows for overlapping subchannels and improves spectral efficiency compared to conventional FDM. The document then covers OFDM system modeling, generation of subcarriers, fading effects, use of guard times and cyclic extensions to mitigate multipath interference, windowing techniques, and factors to consider when choosing OFDM system parameters.
Multiplexing generally refers to independent signals, those produced by different sources. SO it is a question of how to share the spectrum with these users. In OFDM the question of multiplexing is applied to independent signals but these independent signals are a sub-set of the one main signal.
In OFDM the signal itself is first split into independent channels, modulated by data and then re-multiplexed to create the OFDM carrier.
OFDM is a combination of modulation and multiplexing.
The document discusses channel modeling and Kalman filter-based estimation for OFDM wireless communication systems. It provides an introduction to OFDM systems and outlines the channel modeling process, including modeling the channel as a multipath frequency selective fading channel using a tapped delay line. It also discusses implementing channel estimation using a Kalman filter and presenting results on simulating OFDM signal transmission through a Rayleigh fading channel. The goal is to accurately estimate the channel fading parameters using a joint time-frequency domain estimation model.
Phydyas 09 fFilter Bank Multicarrier (FBMC): An Integrated Solution to Spectr...Marwan Hammouda
The document discusses filter bank multicarrier (FBMC) as a solution for spectrum sensing and data transmission in cognitive radio networks. Conventional OFDM has limitations for these tasks due to its sidelobe leakage, which causes interference between primary and secondary users. FBMC uses a filter bank approach instead of FFT to provide better frequency localization and reduce sidelobe leakage without reducing bandwidth efficiency. The document outlines the benefits of FBMC over OFDM for spectrum sensing and sharing in cognitive radio.
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.
This document summarizes a student project on OFDM transmitters and receivers. It includes an introduction to OFDM that describes its use of orthogonal subcarriers. It also compares single carrier modulation to multi-carrier modulation using OFDM. The document outlines the basic OFDM transmitter and receiver block diagrams. It discusses the constellation mapper, IFFT block, cyclic prefix, and design approaches for these blocks. Simulation results are presented comparing transmitted and received signals. BER performance is evaluated for different modulation schemes like QPSK and QAM. The document concludes that OFDM provides high bandwidth efficiency and overcomes interference through the IFFT and cyclic prefix.
OFDM is a digital multi-carrier modulation technique that divides the available spectrum into multiple orthogonal subcarriers. It allows high spectral efficiency by spacing the carriers to maintain orthogonality even when their spectra overlap. The document provides an intuitive explanation of OFDM using analogies like a shower head vs faucet and multiple smaller trucks vs one large truck. It explains how OFDM provides resistance to interference by spreading data across orthogonal subcarriers rather than a single carrier. The key concept of orthogonality allows the subcarriers to overlap without interference by ensuring the area under one subcarrier's frequency multiplied by another is always zero.
This document summarizes a research paper that proposes a modified channel shortener filter (MCSF) to improve the spectral efficiency of OFDM systems. The MCSF exploits the null space of an underdetermined system of equations to provide multiple independent equivalent channels to the receiver. It is shown that the MCSF can achieve a higher spectral efficiency than conventional OFDM when the cyclic prefix length is significantly smaller than the channel delay spread. Simulation results demonstrate that the MCSF improves bit error rate performance and can provide up to 2dB gain compared to full cyclic prefix OFDM systems. The MCSF has the potential to reduce receiver complexity compared to existing channel shortening approaches.
The document discusses OFDM (Orthogonal Frequency Division Multiplexing) for wireless communication. It introduces OFDM as a modulation technique that divides the available bandwidth into multiple orthogonal subcarriers. This allows for overlapping subchannels and improves spectral efficiency compared to conventional FDM. The document then covers OFDM system modeling, generation of subcarriers, fading effects, use of guard times and cyclic extensions to mitigate multipath interference, windowing techniques, and factors to consider when choosing OFDM system parameters.
Multiplexing generally refers to independent signals, those produced by different sources. SO it is a question of how to share the spectrum with these users. In OFDM the question of multiplexing is applied to independent signals but these independent signals are a sub-set of the one main signal.
In OFDM the signal itself is first split into independent channels, modulated by data and then re-multiplexed to create the OFDM carrier.
OFDM is a combination of modulation and multiplexing.
The document discusses channel modeling and Kalman filter-based estimation for OFDM wireless communication systems. It provides an introduction to OFDM systems and outlines the channel modeling process, including modeling the channel as a multipath frequency selective fading channel using a tapped delay line. It also discusses implementing channel estimation using a Kalman filter and presenting results on simulating OFDM signal transmission through a Rayleigh fading channel. The goal is to accurately estimate the channel fading parameters using a joint time-frequency domain estimation model.
Phydyas 09 fFilter Bank Multicarrier (FBMC): An Integrated Solution to Spectr...Marwan Hammouda
The document discusses filter bank multicarrier (FBMC) as a solution for spectrum sensing and data transmission in cognitive radio networks. Conventional OFDM has limitations for these tasks due to its sidelobe leakage, which causes interference between primary and secondary users. FBMC uses a filter bank approach instead of FFT to provide better frequency localization and reduce sidelobe leakage without reducing bandwidth efficiency. The document outlines the benefits of FBMC over OFDM for spectrum sensing and sharing in cognitive radio.
This document provides an overview of Orthogonal Frequency Division Multiplexing (OFDM), Orthogonal Frequency Division Multiple Access (OFDMA) and Scalable OFDMA (SOFDMA). It describes how OFDM divides available bandwidth into multiple orthogonal subcarriers to combat multipath interference in wireless channels. OFDMA further divides subcarriers to enable multiple access by multiple users. SOFDMA, defined in IEEE 802.16e, allows dynamic allocation of subcarriers for scalable bandwidth allocation to users.
This document discusses OFDM (Orthogonal Frequency Division Multiplexing), including its basic idea of using multiple narrowband subcarriers instead of a single wideband carrier. OFDM has advantages like being robust to multipath interference and narrowband interference. It is sensitive to issues like frequency offset and phase noise. OFDM uses orthogonal subcarriers to maximize spectral efficiency and allows overlapping bands. Guard intervals and cyclic prefixes help mitigate inter-symbol interference. OFDM is used in standards like DSL, 802.11a, DAB and DVB. Simulation results show the theoretical and simulated bit error rates for OFDM with BPSK modulation.
Performance and Analysis of OFDM Signal Using Matlab SimulinkIJMER
Multi-carrier modulation is an attractive technique for fourth generation .OFDM is based on
multicarrier modulation technique. In OFDM system the bit stream is divided into many different sub
channels. An efficient and distortionless scheme for peak power reduction in OFDM is proposed. In this
paper, a set of mapping where the actual transmit signal is selected. From this set of signal reduced
PAPR. Simulation results are shown. The lowest PAPR is compared with conventional work. It is also
compared BER to SNR and best result is achieved.
This document discusses Orthogonal Frequency Division Multiple Access (OFDMA) and related topics. It provides information on:
- The structure and principles of OFDM symbols, including how they are constructed from orthogonal subcarriers modulated by parallel data streams.
- Challenges caused by carrier frequency offsets and sampling time offsets at the receiver, and how symbol synchronization is needed.
- Channel estimation techniques in OFDMA systems, including least squares estimation, block-type and comb-type pilot structures, and linear/second-order interpolation methods.
- How OFDMA exploits multiuser diversity by adaptively allocating subcarriers to users experiencing favorable channel conditions.
Popular Interview Wireless Question with AnswerVARUN KUMAR
Favourable propagation refers to the orthogonality among vector-valued wireless channels that can maximize total system throughput. It occurs when the interference terms in the channel capacity equation, which involve the product of different channel coefficients, approach zero. Time division duplexing (TDD) is more complex than frequency division duplexing (FDD) due to hardware mismatches across base stations and user equipment for uplink and downlink channels. Channel reciprocity can be achieved through FDD if the uplink and downlink carrier frequencies are nearly equal, but not if they are significantly different.
This document discusses the effects of time offset (TO) and carrier frequency offset (CFO) on orthogonal frequency division multiplexing (OFDM) systems and proposes interference cancellation techniques. It introduces the OFDM system model and how CFO causes loss of orthogonality between subcarriers, resulting in inter-carrier interference (ICI) that degrades performance. The paper proposes an ICI reduction scheme using self-cancellation and evaluates its performance compared to standard OFDM. It also discusses using space-time block coding (STBC) with OFDM to improve performance by reducing bit error rate (BER) under different signal-to-noise ratios. Simulation results show STBC effectively mitigates the effects of inter-
This document discusses multi-carrier transmission over mobile radio channels. It introduces OFDM and MC-CDMA techniques for combating multipath interference in mobile channels. It describes various receiver designs for OFDM and MC-CDMA, including matrix inversion and decision feedback equalization approaches to estimate channel amplitudes and derivatives in order to reduce intercarrier interference caused by Doppler spread. Simulation results show performance improvements of these techniques over conventional OFDM.
Orthogonal frequency-division multiplexing (OFDM)
[1] is a method of encoding digital data on multiple carrier
frequencies. OFDM[1] has developed into a popular scheme
for wideband digital communication, whether wireless or
over copper wires, used in applications such as digital television
and audio broadcasting, DSL Internet access, wireless networks,
powerline networks, and 4G mobile communications. In the
Several wireless standards such as IEEE 802.11a[2] and
HiperLAN2[3].The orthogonality of the subcarriers is no longer
maintained which results in ICI (Inter carrier Interference)[4]
.ICI reduction techniques achieve a better SNR and BER in
OFDM at zero phase noise variance . This technique will use a
large number of closely spaced orthogonal subcarriers to avoid
phase noise. It provides high data rates with sufficient robustness
to radio channel damages. A major problem in OFDM is carrier
frequency offset error between the transmitted and received
signals. Due to this the orthogonality of the subcarriers is no
longer maintained which results in ICI (Inter carrier
Interference). In this paper, we used the ICI self-cancellation
technique and reduced the ICI and improved the BER and SNR
we are also calculate the SNR=15db and 20db at different phase
noise variance.
This document discusses VLSI implementation of orthogonal frequency division multiplexing (OFDM). It provides background on OFDM, explaining that it consists of multiple closely spaced carriers that can achieve high data transmission rates with wide bandwidths. The document outlines the key components of an OFDM transceiver including scrambling, interleaving, constellation mapping, IFFT/FFT processing, and parallel-to-serial conversion. It describes the hardware implementation of these components and advantages of OFDM such as robustness to interference and insensitivity to timing errors.
The document discusses Orthogonal Frequency Division Multiplexing (OFDM) and its applications in various wireless communication standards. It begins with the motivation for moving from single carrier to multi-carrier modulation schemes to support higher data rates. It then provides an overview of Frequency Division Multiplexing (FDM) and OFDM, explaining the basic principles of OFDM including orthogonality, modulation, and an illustrative example. The document discusses the OFDM transceiver and bit error rate performance in AWGN and Rayleigh fading channels. It also covers some applications and standards that use OFDM such as Digital Audio Broadcasting (DAB), Digital Video Broadcasting (DVB-T), and various IEEE 802.11 wireless networking standards.
Performance Analysis of MIMO-OFDM System Using QOSTBC Code Structure for M-PSKCSCJournals
This document discusses performance analysis of MIMO-OFDM systems using QOSTBC coding for M-PSK modulation. It proposes a QOSTBC code structure for a 4x4 antenna configuration MIMO-OFDM system. It analyzes the performance of the system in AWGN and Rayleigh channels by evaluating BER versus SNR for different M-PSK modulation schemes and antenna configurations. The proposed MIMO-OFDM system with 4x4 QOSTBC coding is shown to have better performance than other systems in terms of lower BER for a given SNR.
This task involves generating a single tone SSB modulated signal. A modulating signal m(t) = cos(1000πt) and carrier c(t) = cos(104πt) are used. The SSB modulated signal is generated using the filtering method. The USB and LSB spectra are identified, with the USB spectrum occupying frequencies above the carrier and the LSB spectrum below. The maximum and minimum envelope amplitudes and power in the USB, LSB and modulated signals are determined. Simulation results and plots of the signals and their spectra are presented.
Performance Analysis of M-ary Optical CDMA in Presence of Chromatic DispersionIDES Editor
The performance of M-ary optical code division
multiple access (OCDMA) is analytically investigated in
presence of chromatic dispersion. The study is carried out for
single mode dispersion shifted and non dispersion shifted
fibers. Walsh code is used as user address. The p-i-n
photodetector is used for optoelectronic conversion process.
In our proposed model 16 different symbols are modulated
with different intensity levels and detected by direct detection
technique. The numerical results show that, the reconstruction
of the transmitted symbol is strongly dependent on the received
symbols magnitude which is reduced by fiber length and
symbol rate. It is found that the proposed OCDMA system
shows better performance when dispersion shifted fiber is
used as a communication medium.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Iaetsd stbc-ofdm downlink baseband receiver for mobile wmanIaetsd Iaetsd
This document discusses a proposed space time block code-orthogonal frequency division multiplexing (STBC-OFDM) downlink baseband receiver for mobile wireless metropolitan area networks (WMANs). The proposed receiver applies STBC-OFDM techniques using two transmit antennas and one receive antenna to provide robust performance in outdoor mobile environments. It includes a simple and robust synchronizer and an accurate but affordable channel estimator to overcome challenges of multipath fading channels. Simulation results show the receiver can achieve a coded bit error rate of less than 10-6 for 16QAM modulation under vehicle speeds of 120 km/hr while supporting up to 27.32 Mb/s of uncoded data transmission. The receiver designed in a 90-nm CMOS
OFDM allows tightly packed carriers to convey information orthogonally and with high bandwidth efficiency
Objectives Description:
Concepts
Basic idea
Introduction to OFDM
Implementation
Advantages and Drawbacks.
FDMA
Multiple Input Multiple Output (MIMO) technology uses multiple antennas at both the transmitter and receiver to improve channel robustness and throughput. By utilizing reflected signals, MIMO can provide gains in channel robustness and throughput. MIMO was initially developed in the 1990s after additional processing power made it possible to utilize both spatial diversity and spatial multiplexing. MIMO systems provide either spatial multiplexing gain to maximize transmission rate or diversity gain to minimize errors and prioritize reliability. MIMO is now used in many wireless communication standards and ongoing research aims to develop more advanced MIMO techniques.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Este documento presenta una introducción a la embriología humana desde perspectivas biológicas, genéticas y filosóficas. Explora cuestiones como cuándo comienza la vida humana y cuándo está individualizada, el desarrollo embrionario desde la fecundación hasta el nacimiento, el debate sobre la definición de preembrión, y el problema filosófico de determinar en qué momento el desarrollo alcanza la suficiencia constitucional para ser considerado un individuo. Finalmente, proporciona una bibliografía de refer
This document provides an overview of Orthogonal Frequency Division Multiplexing (OFDM), Orthogonal Frequency Division Multiple Access (OFDMA) and Scalable OFDMA (SOFDMA). It describes how OFDM divides available bandwidth into multiple orthogonal subcarriers to combat multipath interference in wireless channels. OFDMA further divides subcarriers to enable multiple access by multiple users. SOFDMA, defined in IEEE 802.16e, allows dynamic allocation of subcarriers for scalable bandwidth allocation to users.
This document discusses OFDM (Orthogonal Frequency Division Multiplexing), including its basic idea of using multiple narrowband subcarriers instead of a single wideband carrier. OFDM has advantages like being robust to multipath interference and narrowband interference. It is sensitive to issues like frequency offset and phase noise. OFDM uses orthogonal subcarriers to maximize spectral efficiency and allows overlapping bands. Guard intervals and cyclic prefixes help mitigate inter-symbol interference. OFDM is used in standards like DSL, 802.11a, DAB and DVB. Simulation results show the theoretical and simulated bit error rates for OFDM with BPSK modulation.
Performance and Analysis of OFDM Signal Using Matlab SimulinkIJMER
Multi-carrier modulation is an attractive technique for fourth generation .OFDM is based on
multicarrier modulation technique. In OFDM system the bit stream is divided into many different sub
channels. An efficient and distortionless scheme for peak power reduction in OFDM is proposed. In this
paper, a set of mapping where the actual transmit signal is selected. From this set of signal reduced
PAPR. Simulation results are shown. The lowest PAPR is compared with conventional work. It is also
compared BER to SNR and best result is achieved.
This document discusses Orthogonal Frequency Division Multiple Access (OFDMA) and related topics. It provides information on:
- The structure and principles of OFDM symbols, including how they are constructed from orthogonal subcarriers modulated by parallel data streams.
- Challenges caused by carrier frequency offsets and sampling time offsets at the receiver, and how symbol synchronization is needed.
- Channel estimation techniques in OFDMA systems, including least squares estimation, block-type and comb-type pilot structures, and linear/second-order interpolation methods.
- How OFDMA exploits multiuser diversity by adaptively allocating subcarriers to users experiencing favorable channel conditions.
Popular Interview Wireless Question with AnswerVARUN KUMAR
Favourable propagation refers to the orthogonality among vector-valued wireless channels that can maximize total system throughput. It occurs when the interference terms in the channel capacity equation, which involve the product of different channel coefficients, approach zero. Time division duplexing (TDD) is more complex than frequency division duplexing (FDD) due to hardware mismatches across base stations and user equipment for uplink and downlink channels. Channel reciprocity can be achieved through FDD if the uplink and downlink carrier frequencies are nearly equal, but not if they are significantly different.
This document discusses the effects of time offset (TO) and carrier frequency offset (CFO) on orthogonal frequency division multiplexing (OFDM) systems and proposes interference cancellation techniques. It introduces the OFDM system model and how CFO causes loss of orthogonality between subcarriers, resulting in inter-carrier interference (ICI) that degrades performance. The paper proposes an ICI reduction scheme using self-cancellation and evaluates its performance compared to standard OFDM. It also discusses using space-time block coding (STBC) with OFDM to improve performance by reducing bit error rate (BER) under different signal-to-noise ratios. Simulation results show STBC effectively mitigates the effects of inter-
This document discusses multi-carrier transmission over mobile radio channels. It introduces OFDM and MC-CDMA techniques for combating multipath interference in mobile channels. It describes various receiver designs for OFDM and MC-CDMA, including matrix inversion and decision feedback equalization approaches to estimate channel amplitudes and derivatives in order to reduce intercarrier interference caused by Doppler spread. Simulation results show performance improvements of these techniques over conventional OFDM.
Orthogonal frequency-division multiplexing (OFDM)
[1] is a method of encoding digital data on multiple carrier
frequencies. OFDM[1] has developed into a popular scheme
for wideband digital communication, whether wireless or
over copper wires, used in applications such as digital television
and audio broadcasting, DSL Internet access, wireless networks,
powerline networks, and 4G mobile communications. In the
Several wireless standards such as IEEE 802.11a[2] and
HiperLAN2[3].The orthogonality of the subcarriers is no longer
maintained which results in ICI (Inter carrier Interference)[4]
.ICI reduction techniques achieve a better SNR and BER in
OFDM at zero phase noise variance . This technique will use a
large number of closely spaced orthogonal subcarriers to avoid
phase noise. It provides high data rates with sufficient robustness
to radio channel damages. A major problem in OFDM is carrier
frequency offset error between the transmitted and received
signals. Due to this the orthogonality of the subcarriers is no
longer maintained which results in ICI (Inter carrier
Interference). In this paper, we used the ICI self-cancellation
technique and reduced the ICI and improved the BER and SNR
we are also calculate the SNR=15db and 20db at different phase
noise variance.
This document discusses VLSI implementation of orthogonal frequency division multiplexing (OFDM). It provides background on OFDM, explaining that it consists of multiple closely spaced carriers that can achieve high data transmission rates with wide bandwidths. The document outlines the key components of an OFDM transceiver including scrambling, interleaving, constellation mapping, IFFT/FFT processing, and parallel-to-serial conversion. It describes the hardware implementation of these components and advantages of OFDM such as robustness to interference and insensitivity to timing errors.
The document discusses Orthogonal Frequency Division Multiplexing (OFDM) and its applications in various wireless communication standards. It begins with the motivation for moving from single carrier to multi-carrier modulation schemes to support higher data rates. It then provides an overview of Frequency Division Multiplexing (FDM) and OFDM, explaining the basic principles of OFDM including orthogonality, modulation, and an illustrative example. The document discusses the OFDM transceiver and bit error rate performance in AWGN and Rayleigh fading channels. It also covers some applications and standards that use OFDM such as Digital Audio Broadcasting (DAB), Digital Video Broadcasting (DVB-T), and various IEEE 802.11 wireless networking standards.
Performance Analysis of MIMO-OFDM System Using QOSTBC Code Structure for M-PSKCSCJournals
This document discusses performance analysis of MIMO-OFDM systems using QOSTBC coding for M-PSK modulation. It proposes a QOSTBC code structure for a 4x4 antenna configuration MIMO-OFDM system. It analyzes the performance of the system in AWGN and Rayleigh channels by evaluating BER versus SNR for different M-PSK modulation schemes and antenna configurations. The proposed MIMO-OFDM system with 4x4 QOSTBC coding is shown to have better performance than other systems in terms of lower BER for a given SNR.
This task involves generating a single tone SSB modulated signal. A modulating signal m(t) = cos(1000πt) and carrier c(t) = cos(104πt) are used. The SSB modulated signal is generated using the filtering method. The USB and LSB spectra are identified, with the USB spectrum occupying frequencies above the carrier and the LSB spectrum below. The maximum and minimum envelope amplitudes and power in the USB, LSB and modulated signals are determined. Simulation results and plots of the signals and their spectra are presented.
Performance Analysis of M-ary Optical CDMA in Presence of Chromatic DispersionIDES Editor
The performance of M-ary optical code division
multiple access (OCDMA) is analytically investigated in
presence of chromatic dispersion. The study is carried out for
single mode dispersion shifted and non dispersion shifted
fibers. Walsh code is used as user address. The p-i-n
photodetector is used for optoelectronic conversion process.
In our proposed model 16 different symbols are modulated
with different intensity levels and detected by direct detection
technique. The numerical results show that, the reconstruction
of the transmitted symbol is strongly dependent on the received
symbols magnitude which is reduced by fiber length and
symbol rate. It is found that the proposed OCDMA system
shows better performance when dispersion shifted fiber is
used as a communication medium.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Iaetsd stbc-ofdm downlink baseband receiver for mobile wmanIaetsd Iaetsd
This document discusses a proposed space time block code-orthogonal frequency division multiplexing (STBC-OFDM) downlink baseband receiver for mobile wireless metropolitan area networks (WMANs). The proposed receiver applies STBC-OFDM techniques using two transmit antennas and one receive antenna to provide robust performance in outdoor mobile environments. It includes a simple and robust synchronizer and an accurate but affordable channel estimator to overcome challenges of multipath fading channels. Simulation results show the receiver can achieve a coded bit error rate of less than 10-6 for 16QAM modulation under vehicle speeds of 120 km/hr while supporting up to 27.32 Mb/s of uncoded data transmission. The receiver designed in a 90-nm CMOS
OFDM allows tightly packed carriers to convey information orthogonally and with high bandwidth efficiency
Objectives Description:
Concepts
Basic idea
Introduction to OFDM
Implementation
Advantages and Drawbacks.
FDMA
Multiple Input Multiple Output (MIMO) technology uses multiple antennas at both the transmitter and receiver to improve channel robustness and throughput. By utilizing reflected signals, MIMO can provide gains in channel robustness and throughput. MIMO was initially developed in the 1990s after additional processing power made it possible to utilize both spatial diversity and spatial multiplexing. MIMO systems provide either spatial multiplexing gain to maximize transmission rate or diversity gain to minimize errors and prioritize reliability. MIMO is now used in many wireless communication standards and ongoing research aims to develop more advanced MIMO techniques.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Este documento presenta una introducción a la embriología humana desde perspectivas biológicas, genéticas y filosóficas. Explora cuestiones como cuándo comienza la vida humana y cuándo está individualizada, el desarrollo embrionario desde la fecundación hasta el nacimiento, el debate sobre la definición de preembrión, y el problema filosófico de determinar en qué momento el desarrollo alcanza la suficiencia constitucional para ser considerado un individuo. Finalmente, proporciona una bibliografía de refer
O documento fornece instruções sobre como oferecer o suplemento alimentar Alcon Top Red para aves que apresentam o fator genético vermelho. Recomenda-se oferecer 1,5-2g do suplemento diariamente durante a muda de penas e 2-4 vezes por semana no período de manutenção, servido em comedouros separados ou associado à dieta de manutenção. Avisa que os carotenóides só serão armazenados nas penas quando a ave estiver nutricionalmente equilibrada.
O documento discute as principais teorias de administração e sua influência na enfermagem. Apresenta as teorias científica, clássica, das relações humanas, burocrática e contingencial, destacando seus principais conceitos e como cada uma se aplica à administração em enfermagem. No final, questiona qual teoria é a mais eficaz e como adotar determinada teoria nos serviços de enfermagem.
Una encuesta sobre el bullying encontró que 16 estudiantes habían sido objeto de burlas o apodos, 1 había sufrido agresión física, y 17 no respondieron o no sabían. La mayoría de los estudiantes, 43, habían presenciado burlas o apodos en la escuela, mientras que 31 creían que el concepto de bullying estaba bien enseñado en la escuela.
Antes de un viaje en coche, es importante revisar el nivel de aceite, líquido refrigerante, líquido de frenos, líquido de la dirección asistida, el filtro de aire, la batería, el líquido de limpiaparabrisas y la presión y estado de los neumáticos para garantizar un viaje seguro y sin problemas.
Apresentação do projeto sabores e saberes ticsleneschabbach
1) O documento descreve um projeto para construir um pomar na escola Centro Educacional Paulo Freire em Campo Verde, MT.
2) O projeto inclui preparar o terreno, comprar mudas, plantar as mudas, e realizar tratos culturais como irrigação e poda.
3) Serão plantadas 176 mudas de 15 espécies diferentes de fruteiras.
El documento presenta una revista digital sobre la evolución de la tecnología a través de las décadas. La revista cubrirá los inventos más importantes de cada década, sus características clave y cómo han moldeado la identidad tecnológica. Además, explorará las tecnologías del futuro para satisfacer la curiosidad sobre los desarrollos tecnológicos pasados y por venir. La revista estará disponible completamente en formato digital para reducir el impacto ambiental.
Para criar um trinca-ferro campeão, deve-se alimentá-lo com rações de alta qualidade como as da marca Alcon Pet, que fornecem os nutrientes necessários em proporções corretas e são desenvolvidas com base em pesquisas científicas utilizando matérias-primas e vitaminas de primeira linha. A plumagem brilhante e o vigoroso canto dos pássaros alimentados com estas rações comprovam seus benefícios.
El documento discute la importancia cultural y económica de Maquita Cushunchic para las comunidades indígenas en Ecuador. Maquita Cushunchic no solo fue una respuesta a las inequidades económicas, sino también una forma de fortalecer las economías locales y preservar las tradiciones culturales. A lo largo de la historia, las comunidades indígenas han luchado por el reconocimiento de sus derechos a la tierra y la autogestión económica.
Preciso utilizar suplementos na dieta das minhas aves?Alcon Pet
O documento discute as necessidades nutricionais variáveis das aves ao longo do ano. Embora as rações Alcon ECO Club e Alcon Club atendam completamente as necessidades durante a manutenção, os requisitos protéicos e lipídicos tendem a aumentar em períodos como muda de penas, reprodução e convalescença, tornando essencial complementar a dieta de manutenção. O documento recomenda o uso diário de farinhadas Alcon Club como 25% da alimentação nesses períodos, junto com a dieta de man
El documento discute cómo las fuerzas sociales, políticas y económicas juegan un papel importante en el desarrollo de nuevas tecnologías. Señala que las invenciones y innovaciones no se adoptan únicamente por su mérito tecnológico, sino que siempre debe haber una oportunidad social, política o económica que motive la creación de una nueva tecnología.
El documento habla sobre la búsqueda de la felicidad y cómo encontrarla más a menudo. Sugiera que la felicidad viene de apreciar los pequeños momentos positivos de la vida diaria y tener una actitud positiva que puede beneficiar a otros también. La felicidad consiste en detalles pequeños vividos cada día y su característica principal es que aparece y desaparece constantemente.
This presentation covers 3 topics in its contents section and concludes with a question and answer period. It was created in EZ and includes an index listing the various sections.
NCS Learning Support Teacher - Position DescriptionMelanie Morris
This document outlines the responsibilities of a part-time Learning Support Teacher. The key responsibilities include developing and implementing academic programs for students with learning needs, coordinating teacher aides, supporting classroom teachers in implementing education plans, arranging assessments with outside professionals, and administering standardized tests. The position requires a teaching degree, first aid certification, and experience writing education plans and assessments. Duties involve assisting students, collaborating with teachers, and engaging in professional development.
Plano de Patrocínio BusTV - Dia da MulherCanal BUSTV
O documento descreve uma proposta de publicidade para a Rede BusTV, a maior rede de mídia digital fora de casa em transportes públicos do Brasil. A proposta sugere uma série de publieditoriais voltados para o público feminino que seriam veiculados nos ônibus por 15 dias. A proposta inclui detalhes sobre o alcance da rede, sugestões de temas para os publieditoriais, cronograma de veiculação e valor da campanha de R$175.000.
Este documento explica conceptos clave relacionados con direcciones IP, incluyendo el propósito de las direcciones IP, la estructura de una dirección IP, clases de direcciones IP, direcciones públicas y privadas, y direcciones unicast. Explica que las direcciones IP identifican dispositivos de red de forma única y se componen de cuatro octetos en notación decimal punteada. También describe cómo las máscaras de subred dividen las direcciones IP en porciones de red y host.
san valentin se lo conoce como el dia de los enamorados y alguans historias que podran observar algunos detalles con los que se representa esta fecha tan especial para los enamorados.
Visión de Jóvenes Costarricenses sobre un Posicionamiento Centroamericano en ...CO2.cr
Este documento discute la posición de Centroamérica frente al cambio climático desde la perspectiva de jóvenes costarricenses. Señala que la región es muy vulnerable a los efectos del cambio climático debido a su biodiversidad, recursos hídricos y agricultura. También destaca que a pesar de recibir poca ayuda internacional, los jóvenes pueden jugar un papel clave en la mitigación y adaptación al cambio climático a través de la educación y la creación de capacidades, lo que puede conduc
Performance of OFDM System under Different Fading Channels and Channel CodingjournalBEEI
Orthogonal frequency division multiplexing (OFDM) is a type of multicarrier modulation (MCM) technique in which larger bandwidth is divided into parallel narrow bands each of which is modulated by different subcarriers. All the subcarriers are orthogonal to each other and hence it reduces the interference among various subcarriers. OFDM technique is an efficient modulation technique used in certain wired and wireless application.In a wireless communication channel, the transmitted signal can travel from transmitter to receiver over multiple reflective paths. This results to multipath fading which causes fluctuations in amplitude, phase and angle of arrival of the received signal. For example, the signal which is transmitted from BTS (base transceiver station) may suffer multiple reflections from the buildings nearby, before reaching the mobile station. Such multipath fading channels are classified into slow fading/fast fading and frequency-selective/flat fading channels. This paper discusses the performance of OFDM system using various fading channels and channel coding. The parameter which is known as Bit error rate (BER) is calculated under different fading channels (AWGN, Rayleigh and Rician) for different digital modulation (BPSK, QPSK and QAM) and Channel coding (linear/Cyclic coding). Matlab Simulink tool is used to calculate the BER parameter.
This document summarizes a research paper that analyzes the performance of different pilot-based channel estimation schemes for OFDM systems using QPSK and 16-QAM modulation over Rayleigh fading channels with Doppler frequency shifts. It compares block-type pilot arrangement, which inserts pilots into all subcarriers periodically, to comb-type arrangement, which inserts pilots into each symbol and requires interpolation. It evaluates channel estimation algorithms like LS, LMMSE, SVD for block pilots and linear, quadratic, and cubic spline interpolation for comb pilots. The goal is to analyze how bit error rate is affected by Doppler shifts. Simulations are conducted in MATLAB to compare the schemes.
This document describes a simulator designed to analyze bit error rates using orthogonal frequency division multiplexing (OFDM) under different modulation schemes and channel conditions. The simulator was implemented in MATLAB and allows users to choose modulation types, channel types (AWGN, Rayleigh, Rician), and other parameters. It then generates plots of bit error rate versus signal-to-noise ratio for performance analysis. Screenshots of the user interface are provided along with sample output plots and discussion of the simulator design and capabilities.
Optical networks have evolved over generations to transmit digital signals using pulses of light through optical fibers. First generation networks converted signals between optical and electrical domains at nodes, resulting in complexity and costs. Second generation networks used wavelength division multiplexing to increase bandwidth and incorporated some optical switching. The rake receiver is a technique used to combat multipath fading in wireless networks by using multiple correlators and delays to separately detect the strongest multipath components and then combine them coherently.
This report discusses the planning Associate in
nursing the implementation of an OFDM system
in several information module schemes like MQPSK,
M-QAM. First, a short introduction is
provided by explaining the background and the
specification of the project. Then the report deals
with the system model, every block of the OFDM
system is represented (IFFT, FFT, Cyclic prefix,
modulation / reception, Channel estimation, bit
error rate). System design is analyzed. The
transmission techniques, further because the
system parameters for transmission and reception
are explained well. Finally, the results are
provided.
Performance evaluation of 4-quadrature amplitude modulation over orthogonal ...IJECEIAES
Orthogonal frequency division multiplexing (OFDM) is a multicarrier modulation (MCM) technique that divides the wide bandwidth into parallel narrow bands, each of which is modulated by orthogonal subcarriers. Currently, OFDM is a high-spectral efficiency modulation technique that is used in a variety of wired and wireless applications. The transmitted signal in a wireless communication channel spreads from transmitter to receiver through multiple reflective paths. This triggers multipath fading, which causes variations in the received signal's amplitude and phase. Slow/fast and frequency-selective/frequency-nonselective are the main types of multipath fading channels. Therefore, in this paper, we proposed new models for modeling multipath fading channels, such as the exponential fading channel and the Gamma fading channel. In addition, new bit-error-rate (BER) derivations have been derived. The performance of the OFDM system over proposed channel models has been evaluated using Monte-Carlo simulation and compared to the Rayleigh fading channel model. The obtained results via simulations show that the exponential fading channel at a rate parameter (λ=0.5) outperforms the Rayleigh fading channel by 6 dB for all values of Eb/No, while the Gamma fading channel at (α=2) outperforms the Rayleigh fading channel by 3 dB for all values of Eb/No.
COMPARISON OF BER AND NUMBER OF ERRORS WITH DIFFERENT MODULATION TECHNIQUES I...Sukhvinder Singh Malik
This paper provides analysis of BER and Number of Errors for MIMO-OFDM wireless communication system by using different modulation techniques. Wireless designers constantly seek to improve the spectrum efficiency/capacity, coverage of wireless networks, and link reliability. So the performances of the wireless communication systems can be enhanced by using multiple transmit and receive antennas, which is generally referred to as the MIMO technique. Here analysis will be carried out for an OFDM wireless communication system using different modulation techniques and considering the effect and the wireless channel like AWGN, fading. Performance results will be evaluated numerically and graphically using the plots of BER versus SNR and plots of number of errors versus SNR.
Performance Analysis of 802.lln MIMO OFDM TransceiverIJERA Editor
The increasing demand on real time application to achieve high throughput, reliable wireless system and network capacity for fourth generation wireless local area networks is to combine MIMO wireless technology with OFDM. Orthogonal Frequency Division Multiplexing (OFDM), which offers reliable high bit rate wireless system with reasonable low complexity. OFDM does provide large data rates with sufficient robustness to radio channel impairments. OFDM is a combination of modulation and multiplexing and are able to maximize spectral efficiency without causing adjacent channel interference. This paper first focuses on 802.11n standard, MIMO-OFDM system. This paper further reviews different work done on implementation of MIMO-OFDM transceiver for 802.11n standard.
Simulation Study and Performance Comparison of OFDM System with QPSK and BPSKpaperpublications3
Abstract: FDMA, TDMA and CDMA are the well-known multiplexing techniques used in wireless communication systems. While working with the wireless systems using these techniques various problems are encountered especially when a typical transmitted signal arrives at the receiver using various paths of different lengths. Since multiple versions of the signal interfere with each other, it becomes difficult to extract the original information. The use of orthogonal frequency division multiplexing (OFDM) technique provides better solution for the above mentioned problem. OFDM technique distributes the data over a large number of carriers that are spaced apart at precise frequencies. This spacing provides the "orthogonality", which prevents the demodulator from seeing frequencies other than their own. The benefits of OFDM are high spectral efficiency, resiliency of RF interference, and lower multi-path distortion. OFDM is a powerful modulation technique that is capable of high data rate and is able to eliminate ISI. Using MATLAB, simulation of OFDM was done with different modulation techniques using different transform techniques. The digital modulation schemes such as BPSK and QPSK were selected to assess the performance of the designed OFDM system.
Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gau...inventionjournals
This document evaluates the performance of three digital modulation schemes (16-QAM, 64-QAM, and 16-DPSK) in terms of bit error rate on different channel models (AWGN, Rician fading, and Rayleigh fading). Simulation results show that 16-QAM has better performance with lower bit error rates compared to 64-QAM and 16-DPSK across all channel models. 16-QAM modulation is more spectrally efficient than other schemes and can send more bits per symbol. The document provides background on digital modulation techniques, channel models, and simulations conducted in MATLAB to compare the performance of the modulation schemes.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
IRJET- Orthogonal Frequency Division Multiplexing (OFDM) based Uplink Multipl...IRJET Journal
This document discusses Orthogonal Frequency Division Multiplexing (OFDM) for uplink transmission over different channel conditions. It begins by introducing OFDM and how it splits data across multiple narrowband carriers to mitigate intersymbol interference. It then discusses using QPSK modulation with OFDM. Next, it analyzes OFDM performance over additive white Gaussian noise (AWGN) channels and different fading channels like Rayleigh and Rician fading. It finds that BER decreases with increasing SNR in AWGN channels, and the amount of fading impacts BER in fading channels. Simulation results using MATLAB show the effect of different channels on OFDM signals.
This document examines using a Minimum-Mean-Square-Error (MMSE) adaptive algorithm reception technique for 6th derivative Ultra-wideband (UWB) Gaussian pulse shape signals compared to a conventional UWB Rake receiver. The MMSE adaptive algorithm is more efficient due to its ability to adapt to changes in the IEEE 802.15.3a UWB multipath channel model. Performance is evaluated for Direct-Sequence and Time-Hopping transmission schemes over the channel in the presence of narrowband interference and multiple access interference from other UWB users. Simulation results show the MMSE adaptive algorithm receiver has better performance than the UWB Rake receiver due to its adaptability.
This document compares the performance of a Minimum-Mean-Square-Error (MMSE) adaptive receiver and a conventional Rake receiver for receiving Ultra-Wideband (UWB) signals over a multipath fading channel. It first describes the UWB pulse shapes and channel model used, including the 6th derivative of the Gaussian pulse and the IEEE 802.15.3a modified Saleh-Valenzuela channel model. It then discusses the Direct-Sequence and Time-Hopping transmission and multiple access schemes for UWB. The document presents the receiver structures for the MMSE adaptive receiver and Rake receiver and compares their performance using MATLAB simulations.
Simulation of Wimax 802.16E Physical LayermodelIOSR Journals
This document summarizes a simulation of the physical layer of WiMAX 802.16e. It describes the design of a WiMAX PHY layer transmitter and receiver model using MATLAB. The model uses 16-QAM modulation over OFDM with 256 subcarriers. Performance is analyzed by transmitting data over AWGN and Rayleigh fading channels and measuring bit loss and packet loss versus SNR and signal power. The results show that bit loss decreases with increasing SNR and decreasing signal power. A combination of SNR=13dB and signal power of 0.6W provided zero bit loss.
Mitigation of non-linear four-wave mixing phenomenon in a fully optical commu...TELKOMNIKA JOURNAL
This paper aims to point out the nonlinear phenomenon occurring in coarse/dense wavelength division multiplex (C/D-WDM) systems. This phenomenon has to betaken into account during the design of the optical network itself, as wavelengthsin the optical fiber are constantly densified. The paper points out the emergence of the non-linear four-wave mixing (FWM) phenomenonand how it relates to the dispersion in the optical fiber together with the transmit power. The output of the paper is a proposed design of the system that points to the improvement of the bit error rate (BER) with a suitable choice of dispersion and suitable transmission power.
Designing and Performance Evaluation of 64 QAM OFDM SystemIOSR Journals
Abstract (11Bold) : — In this report, the performance analysis of 64 QAM-OFDM wireless communication
systems affected by AWGN in terms of Symbol Error Rate and Throughput is addressed. 64 QAM (64 ary
Quadrature Amplitude Modulation) is the one of the effective digital modulation technique as it is more power
efficient for larger values of M(64). The MATLAB script based model of the 64 QAM-OFDM system with
normal AWGN channel and Rayleigh fading channel has been made for study error performance and
throughput under different channel conditions. This simulated model maximizes the system throughput in the
presence of narrowband interference, while guaranteeing a SER below a predefined threshold. The SER
calculation is accomplished by means of modelling the decision variable at the receiver as a particular case of
quadratic form D in complex Gaussian random variables. Lastly comparative study of SER performance of 64
QAM-OFDM simulated & 64 QAM-OFDM theoretical under AWGN channel has been given. Also
performance of the system is given in terms of throughput (received bits/ofm symbol) is given in a plot for
different SNR. Keywords (11Bold) –64 QAM, BPSK, OFDM, PDF, SNR.
Designing and Performance Evaluation of 64 QAM OFDM SystemIOSR Journals
In this report, the performance analysis of 64 QAM-OFDM wireless communication
systems affected by AWGN in terms of Symbol Error Rate and Throughput is addressed. 64 QAM (64 ary
Quadrature Amplitude Modulation) is the one of the effective digital modulation technique as it is more power
efficient for larger values of M(64). The MATLAB script based model of the 64 QAM-OFDM system with
normal AWGN channel and Rayleigh fading channel has been made for study error performance and
throughput under different channel conditions. This simulated model maximizes the system throughput in the
presence of narrowband interference, while guaranteeing a SER below a predefined threshold. The SER
calculation is accomplished by means of modelling the decision variable at the receiver as a particular case of
quadratic form D in complex Gaussian random variables. Lastly comparative study of SER performance of 64
QAM-OFDM simulated & 64 QAM-OFDM theoretical under AWGN channel has been given. Also
performance of the system is given in terms of throughput (received bits/ofm symbol) is given in a plot for
different SNR
The Mobile WiMAX simulation model is
implemented by using MATLAB code. The simulation model
consists of different phases which will help us to model the
transmitter and receiver section. In the next phase, the data is
being modulated by using the modulation methods QPSK and
QAM followed by OFDM transmitter. These phases can be
used to show the performance of these modulation methods
under varying condition. The Multipath Rician fading model is
implemented to introduce the fading in the transmitter data.
Receiver section is used to receive data from channel will be fed
into the OFDM demodulation. In the next phase, Fast Fourier
Transform is used to disassemble OFDM frame. After that
convolution encoding is applied to data and interleaving is
carried on by using MATLAB function. BPSK method is used
to change the data in the form of bit information to be symbols.
We had used
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
1. RAMYA.T, B.Vinod Naik / International Journal of Engineering Research and Applications
(IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 1, January -February 2013, pp.699-705
Performance Analysis Of UWB-OFDM Using Different
Modulation Schemes Over The Hybrid Flat Fating Channel
RAMYA.T*, B.Vinod Naik**
* Dept of ECE, PVP Siddhartha Institute of Technology, Vijayawada-7, India,
**Dept of ECE, PVP Siddhartha Institute of Technology, Vijayawada-7,
ABSTRACT
This paper presents the simulation based A channel is a medium, which transfer data or
analysis of UWB-OFDM using Different information from transmitter to receiver. In this
Modulation Schemes over the Hybrid Flat Fating paper several channels have been modeled and used,
Channel. Different modulation techniques such so let us see a brief introduction about these
as BPSK, QPSK-16-QAM, and 64-QAM are used channels. AWGN, the function of Additive White
by considering different multipath channels Gaussian Noise is to add white Gaussian noise to a
(AWGN, Rayleigh and Rician).Simulation results real or complex input signal. If the input signal is
obtained are compared with the proposed hybrid real, the block adds real Gaussian noise and
combination of Rayleigh, Rician and AWGN to produces a real output signal. On the other hand if
observe a realistic multipath faded environment. the input signal is complex, then it will add complex
These cases are based on no fading and flat Gaussian noise and generates a complex output
Rayleigh-fading, multiple-diversity reception signal. In this channel model the only impairment to
Rayleigh-fading, and flat Rician-fading. The communication is a linear addition of wideband or
simulation is used to determine both signal to white noise with a constant spectral density and a
noise ratio and bit error rate.In M-QAM as the Gaussian distribution of amplitude [3]. It generates
value of M increases the performance of the simple and tractable mathematical models. Those
system improves in terms of low bit error rate for models are useful for gaining insight into the
different modulation techniques. underlying behavior of a system.
The next one is Rayleigh channel is a
I. INTRODUCTION statistical model. It assumes the magnitude of a
Orthogonal Frequency Division signal. This model is used for the effect of a
Multiplexing is a multi carrier transmitter. In this propagation environment on a radio signal, such as
single data is transmitted through a number of lower that used by wireless devices. So we can say that it
data rate subcarriers. Here UWB-OFDM is used is a useful model of real-world phenomena in
where the bandwidth is split into man narrow sub wireless communications. These phenomena include
channels, which are transmitted in parallel. The multipath scattering effects, time dispersion, and
technology which is used here is based on a parallel Doppler shifts that arise from relative motion
data transmission scheme that reduces the effect of between the transmitter and receiver [4]. Another
multi path fading and reduces the use of complex channel simulated here is Rician channel it is a
equalizers. The UWB-OFDM is to divide a stochastic model. It is used for radio propagation
relatively high rate data stream to more than one anomaly caused by partial cancellation of a radio
lower rate data streams. After the division they are signal by itself, the signal arrives at the receiver by
transmitted through a number of subcarriers in same several different paths (hence exhibiting multipath
time. The figure 1 shows a simple UWB-OFDM interference), and at least one of the paths is
system. The system consist of the IFFT (Inverse changing (lengthening or shortening) [5][6]. It
Fast Fourier Transform) following that Cyclic Prefix brings fading in channels that are also very realistic
(CP) has been introduced which is also termed as phenomena in wireless communication
guard intervals to prevent the interference between environments. These phenomena include multipath
two overlapping channels [1]. The signal is scattering effects, time dispersion, and Doppler
transmitted through a wireless channel, and that is shifts that arise from relative motion between the
based on high frequency. On the receiver side the transmitter and receiver. The function of Rayleigh
Cyclic Prefix removal has been carried out and then channel is to implements a baseband multipath
FFT (Fast Fourier Transform) is performed to regain Rayleigh fading propagation channel. The Rayleigh
the original signal [2]. channel block accepts only frame based on complex
signals at its input. If the input is sample based, the
use of frame conversion block is necessary to
reformate the signal. The input signal only accepts
discrete sample time greater than 0. The working of
699 | P a g e
2. RAMYA.T, B.Vinod Naik / International Journal of Engineering Research and Applications
(IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 1, January -February 2013, pp.699-705
Rician channel block is quite similar to the Rayleigh This model mainly depends on two parts i.e. UWB-
channel but the parameters used are different. OFDM transmitter and UWB-OFDM receiver, but
there are other blocks which are need to be
Rest of the paper is organized as follows: A discussed as shown in figure 2. The descriptions of
brief literature review and related research work on all blocks are as follows.
the technology comes under Section II .Section III UWB-OFDM Transmitter: The first block in the
gives the multipath channel modeling, leading the model is Bernoulli Random Binary Generator. It is
discussion to the development of the channel models used to generate random binary numbers using a
in section IV with results and discussions. A brief Bernoulli distribution. The Bernoulli distribution
conclusion has been presented in section V. with parameter p produces zero with probability p
and one with probability 1-p. In this the frame based
II. RELATED RESEARCH WORK output is selected.. The next block is Convolutional
In this paper two fading modes are Encoder. It is used to encode a sequence of binary
compared those are the Flat fading and No fading. input vectors to produce a sequence of binary output
Fading refers to fluctuations in the amplitude of a vectors. The block can process multiple symbols at a
received signal that occur owing to propagation time. The next block is Rectangular Modulator
related interference [7]. Multipath fading is a Baseband. In this block we will use different
significant problem in communications. This modulation techniques like BPSK modulation,
multipath propagation is caused by reflection and QPSK modulation, 16-QAM and 64-QAM. The
the scattering of radio waves lead to a situation in next block is Normalize block, which normalizes the
which transmitted signals arrive phase shifted over filter numerator coefficients for a quantized filter to
paths of different lengths at the receiver and are have values between -1 and 1. Next block presents a
superimposed there[8]. The interference can cause Transmitted signal block that samples per symbol is
strengthen, distort or even eliminate the received set to be 1 and offset is 0. The next block is UWB-
signal. In a fading channel, signals experience fades OFDM transmitter, first PN sequence generator is
(i.e., they fluctuate in their strength). Fading is attached followed by a Unipolar to bipolar
divided into two types. The first one is the small- convertor. The Matrix Concatenation block is also
scale fading and the other one is the large-scale used in which the numbers of inputs is selected to be
fading. In this paper we will see the comparison in 11 and mode is selected to be Multidimensional
small scale fading environment. Small scale fading array. After that Zero padding for UWB-OFDM is
is again divided into two parts that are based on worn and then Inverse Fast Fourier Transform
multipath time delay spread and other based on (IFFT) block is used. Cyclic prefix block is attached
Doppler Spread[9][10]. Small scale fading includes owing to the well-known Inter symbol and Inter
flat fading that occurs due to multipath time delay carrier interference problem in UWB-OFDM. Next
spread. Flat fading refers to the amplitude of the block is Multipath channel. After that Spectrum
received signal changes with time. Fading takes Scope is attached, the function of Spectrum Scope
place when symbol period of the transmitted signal block is to computes and displays the Periodogram
is much larger than the delay spread of the channel. of the input. The input can be either sample-based or
Because of that, deep fade may occurs and the only frame-based vector or a frame-based matrix.
way to overcome this problem is to increase the UWB-OFDM Receiver: In Receiver part the
transmit power. In flat fading the bandwidth of received signal is passed through Remove Cyclic
signal is lesser than bandwidth of channel. When the Prefix block and then forwarded to Fast Fourier
signal power drops significantly, the channel is said Transform (FFT). After the frame conversion, zero
to be in a fade. This gives rise to high bit error rates padding is removed and pilots channel is removed
(BER). and then output is achieved. In the received signal
the same value is selected as the transmitted signal.
III. Multipath Channel Modelling Next block is Denormalize; the function of the block
In UWB-OFDM model the multipath is the inverse of Normalize block. The function of
channel block is divided into three models. Here we Rectangular Demodulator Baseband is to
use two fading modes are also used that are Flat demodulate a signal that was modulated using
fading and No fading. different modulation techniques which are used in
modulation block with a constellation on a
rectangular lattice. The next block is Viterbi
Decoder that decodes input symbols to produce
binary output symbols. The last block attached is of
Error Rate Calculation block that compares input
data from a transmitter with input data from a
receiver. It calculates the error rate as a running
statistic, by dividing the total number of unequal
Fig2. UWB OFDM using Rectangular model
700 | P a g e
3. RAMYA.T, B.Vinod Naik / International Journal of Engineering Research and Applications
(IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 1, January -February 2013, pp.699-705
pairs of data elements by the total number of input
data elements from one source.
A. (Rayleigh + AWGN Channel) Model-1:
In this model the inside structure of
multipath channel can be seen. Here the model
consists of two Rayleigh channels that are attached
to AWGN channel as shown in figure 3.
Fig3. Structural design of model-1
Fig6. Received Signals of Model 1 in Flat and No
Fading of a BPSK
B. (Rician + AWGN Channel) Model-2:
In this model two Rician channels are 2. For QPSK: The difference of Received Signal in
attached to AWGN channel instead of Rayleigh Flat and No Fading model by using QPSK technique
channel as shown in figure 4. is shown in figure 8. The first figure shows the
result of Received signal in Flat fading mode and
the second describes the Received signal in No
fading mode using model-1.
Fig4. Structural design of model-2
C. (Rayleigh + Rician + AWGN Channel) Model-
3:
In this model combination of the channels
are used that is the Rayleigh and Rician channels
both are combined and then forwarded to AWGN
channel as presented in figure 5.
Fig7. Received Signals of Model 1 in Flat and No
Fig5. Structural design of model-3 Fading of a QPSK
3.For 16-QAM: Here figure 8 we will give the
IV. SIMULATION RESULTS AND difference of Received Signal in Flat and No
Fading model by using 16-QAM technique. The
DISCUSSIONS
first figure shows the result of Received signal in
A. (Rayleigh + AWGN Channel) Model-1:
Flat fading mode and the second describes the
1. For BPSK: In figure 6 we will see the
Received signal in No fading mode using model-1
difference of Received Signal in Flat and No
Fading model by using BPSK technique. The
first figure shows the result of Received signal
in Flat fading mode and the second describes
the Received signal in No fading mode using
model-1.
701 | P a g e
4. RAMYA.T, B.Vinod Naik / International Journal of Engineering Research and Applications
(IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 1, January -February 2013, pp.699-705
Fig8. Received Signals of Model 1 in Flat and No Fig10. Received Signals of Model 2 in Flat and No
Fading of a 16-QAM Fading of a BPSK
4. For 64-QAM :Figure 9 gives the difference of
Received Signal in Flat and No Fading model by 2. For QPSK: The different Received signals of
using 64-QAM technique. The first figure shows the Model 2 are illustrated in figure11. The first part of
result of Received signal in Flat fading mode and figure shows the result of Received signal in Flat
the second describes the Received signal in No fading mode and second part of the result shows the
fading mode using model-1. Received signal in no fading mode using QPSK
techniques.
Fig9. Received Signals of Model 1 in Flat and No
Fading of a 64-QAM
Fig11. Received Signals of Model 2 in Flat and No
B. (Rician + AWGN Channel) Model-2 Fading of a QPSK
1. For BPSK: The figure 10 illustrates the
difference in Received signals of Model 2. The first 3. For 16-QAM: Here figure 12 we will give the
part of figure gives the result of Received signal in difference of Received Signal in Flat and No
Flat fading mode and second one gives the result of Fading model by using 16-QAM technique. The
Received signal in no fading mode using BPSK first figure shows the result of Received signal in
techniques. Flat fading mode and the second describes the
Received signal in No fading mode using model-2.
702 | P a g e
5. RAMYA.T, B.Vinod Naik / International Journal of Engineering Research and Applications
(IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 1, January -February 2013, pp.699-705
Fig12. Received Signals of Model 2 in Flat and No
Fading of a 16-QAM
4. For 64-QAM: The difference of Received Fig14. Received Signals of Model 3 in Flat and No
Signals in Flat and No Fading model by using 64- Fading of a BPSK
QAM technique is shown in figure 13. The first
2. For QPSK: By using QPSK technique the
figure shows the result of Received signal in Flat
fading mode and the second describes the Received received signals are obtained. The below figure 15
signal in No fading mode using model-2. presents the received signal in Flat and No fading
mode .The first one gives the result flat fading mode
and the second one gives the result of No fading
mode.
Fig13. Received Signals of Model 2 in Flat and No
Fading of a 64-QAM
C. (Rayleigh + Rician + AWGN Channel) Model-
3 Fig15. Received Signals of Model 3 in Flat and No
1. For BPSK: The figure 14 presents the received Fading of a QPSK
signal in Flat and No fading mode. Here by using
BPSK technique the received signals are obtained. 3. For16-QAM: The difference of Received Signals
The first one gives the result flat fading mode and in Flat and No Fading model by using 16-QAM
the second one gives the result of No fading mode. technique is shown in figure 16. The first figure
shows the result of Received signal in Flat fading
mode and the second describes the Received signal
in No fading mode using model-3.
703 | P a g e
6. RAMYA.T, B.Vinod Naik / International Journal of Engineering Research and Applications
(IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 1, January -February 2013, pp.699-705
Simula Channels Fadin Bit SNR
tion g Error
Numbe Mode Rate
r
1 Rayleigh+AWG Flat 0.445 26.1
N Fadin 7 6
g
2 Rayleigh+AWG No 0.440 25.6
N Fadin 2 7
g
3 Rician+ AWGN Flat 0.440 26.1
Fadin 2 7
g
4 Rician+ AWGN No 0.440 25.6
Fadin 2 7
g
5 Rayleigh+Ricia Flat 0.445 26.1
n+ Fadin 7 6
AWGN g
Fig16. Received Signals of Model 3 in Flat and No 6 Rayleigh+Ricia No 0.440 25.6
Fading of a 16-QAM n+ Fadin 2 7
AWGN g
4. For 64-QAM: In figure 17 we will see the Table1: BPSK-BER & SNR for multipath channel
difference of Received Signal in Flat and No Fading models
model by using 64-QAM technique. The first figure Simula Channels Fading Bit SNR
shows the result of Received signal in Flat fading tion Mode Error
mode and the second describes the Received signal Numbe Rate
in No fading mode using model-3. r
1 Rayleigh+AWGN Flat 0.333 26.28
Fading
2 Rayleigh+AWGN No 0.3136 25.78
Fading
3 Rician+ AWGN Flat 0.3136 26.27
Fading
4 Rician+ AWGN No 0.3136 25.78
Fading
5 Rayleigh+Rician+ Flat 0.3764 24.15
AWGN Fading
6 Rayleigh+Rician+ No 0.3764 24.09
AWGN Fading
Table2: QPSK-BER & SNR for multipath channel
models
Fig17. Received Signals of Model 3 in Flat and No
Fading of a 64-QAM
V. CONCLUSION:
Below tables represents the summary of all
simulation results concluded with various
combinations of multipath channel models for
different modulation techniques.
704 | P a g e
7. RAMYA.T, B.Vinod Naik / International Journal of Engineering Research and Applications
(IJERA) ISSN: 2248-9622 www.ijera.com
Vol. 3, Issue 1, January -February 2013, pp.699-705
[3] Additive white Gaussian noise online available
Simula Channels Fading Bit SNR at:
tion Mode Error http://en.wikipedia.org/wiki/Additive_white_G
Numbe Rate aussian_noise
r [4] Rician fading online available at:
1 Rayleigh+AWG Flat 0.272 26.68 http://en.wikipedia.org/ wiki/Rician_fading
N Fading 2 [5] Rayleigh fading online available at
2 Rayleigh+AWG No 0.250 26.16 http://en.wikipedia. Org/wiki/Rayleigh fading
N Fading 5 [6] “Comparative Study of Channel Estimation
3 Rician+ AWGN Flat 0.250 24.47 Algorithms under Different Channel
Fading 8 Scenario”,Tirthankar Paul E&C
4 Rician+ AWGN No 0.250 24.44 Dept;SMIT;Majhitar Sikkim; INDIA-737136,
Fading 8 International Journal of Computer
5 Rayleigh+Ricia Flat 0.250
26.68 Applications (0975 – 8887) Volume 34– No.7,
n+ Fading 5 November 2011
AWGN [7] Bernhard H. Walke, Stefan Mangold, Lars
6 Rayleigh+Ricia No 0.250 26.16 Berlemann IEEE 802 Wireless Systems, ISBN
n+ Fading 5 0-470-01439-3.
AWGN [8] http://rfdesign.com/mag/radio_principles_ofdm/
Table3: 16QAM -BER & SNR for multipath Principles of OFDM by Louis Litwin and
channel model Michael Pugel.
[9] Y. G. Li, L. J. Cimini, and N. R. Sollegberger,
Simulation Channels Fadin Bit SNR “Robust channels estimation for OFDM
Number g Error systems with rapid dispersive fading
Mode Rate channels”, IEEE Trans. Commun . July 2002.
1 Rayleigh+AWG Flat 0.0002 26.63 [10] Rainfield Y. Yen and Hong-Yu Liu, “Symbol
N Fadin 4 Error Probability for Rectangular M-QAM
g OFDM Transmission over Rayleigh Fading
2 Rayleigh+AWG No 0.0002 25.66 Channels”, Proceedings of the 19th
N Fadin 3 International Conference on Advanced
g Information Networking and Applications
3 Rician+ AWGN Flat 0.0002 24.3 (AINA’05).
Fadin 4
g
4 Rician+ AWGN No 0.0002 23.9
Fadin 3
g
5 Rayleigh+Ricia Flat 0.0002 24.3
n+ Fadin 4
AWGN g
6 Rayleigh+Ricia No 0.0002 23.9
n+ Fadin 3
AWGN g
Table4:64QAM-BER & SNR for multipath channel
models
So therefore we can say that of all the
modulation techniques used simulation results
shows that the performance of the system using M-
QAM with M=64 outperforms the other modulation
techniques in terms of low bit error rate.
REFERENCES
[1] Transmitting UWB-OFDM using 16-QAM
over Hybrid Flat Fading Channels, 1-2 S R
Chaudhry 1H S Al-Raweshidy Abdul Rahman
[2] Ramjee Prasad (2004) OFDM for Wireless
Communications Systems ArtechHouse
publishers
705 | P a g e