SlideShare a Scribd company logo
1 of 2
Download to read offline
International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume: 3 | Issue: 3 | Mar-Apr 2019 Available Online: www.ijtsrd.com e-ISSN: 2456 - 6470
@ IJTSRD | Unique Paper ID – IJTSRD21380 | Volume – 3 | Issue – 3 | Mar-Apr 2019 Page: 535
Performance Analysis of Preamble Detection at
Maximum Throughput Level for OFDM
Ayushi Upadhyay
Department of Electronics and Communication, LNCT Indore, Madhya Pradesh, India
How to cite this paper: Ayushi
Upadhyay "Performance Analysis of
Preamble Detection at Maximum
Throughput Level for OFDM" Published
in International Journal of Trend in
Scientific Research and Development
(ijtsrd), ISSN: 2456-
6470, Volume-3 |
Issue-3, April 2019,
pp.535-536, URL:
http://www.ijtsrd.co
m/papers/ijtsrd213
80.pdf
Copyright © 2019 by author(s) and
International Journal of Trend in
Scientific Research and Development
Journal. This is an Open Access article
distributed under
the terms of the
Creative Commons
Attribution License (CC BY 4.0)
(http://creativecommons.org/licenses/
by/4.0)
ABSTRACT
WiMAX which represents “Worldwide Interoperabilityfor MicrowaveAccess”is
a major part of BWN “broadband wireless network” having IEEE 802.16
standard provides innovative fixed as well as mobile platform for broadband
internet access anywhere in anytime. In this paper we, investigate signal
detection and frame synchronizationforwirelessnetwork signalusingpreamble
detection method such as MSC, MGM, MMSE and MML and preamble we used
AWGN and Reyligh channel, also used modulation techniques QAM with OFDM.
The performance has been concluded based Sample versus Detection value and
output through MATLAB-R3013a Simulation.
KEYWORDS: AWGN, SNR, BPSK, OFDM, Detection of Preamble
I. INTRODUCTION
WiMAX (Worldwide Interoperability for MicrowaveAccess)
is a family of wireless communication standards based on
the IEEE 802.16 set of standards, which provide multiple
physical layer (PHY) and Media Access Control (MAC)
options. The IEEE 802.16 group was formed in 1998 to
develop an air interface standard for wireless broadband.
The group’s initial focus was the development of a LOS-
based point-to-multipoint wireless broadband system for
operation in the 10GHz-66GHz millimeter wave band. The
resulting standard-the original 802.16 standard, completed
in December 2001-was based on a single carrier physical
(PHY) layer with a burst time division multiplexed (TDM)
MAC layer.
II. Methods of Preamble Detection
In simple terms, preamble is used to communicate to the
receiver that transmitted data is on theway. Inthecontext of
Wi-Fi (802.11) Technology, Preamble allows the receiver to
acquire the wireless signal and synchronize itself with the
transmitter. In wireless OFDM systems like WiMAX
(802.16e), preamble is first symbol of the downlink
transmission which is used for initial frame
timing/synchronization by mobile stations. Initially, whena
MS (Mobile Station) enters a network, it has tosearch forthe
neighboring BSs (Base Station) in order to achieve
synchronization. Preamble detection is done for the
synchronization and synchronization is done in the basis of
two types symbol timing and carrier frequencyoffset. OFDM
has been shown to be sensitive to symbol timing errors.
Symbol timing estimation is typically performed in two
steps:
1. Course estimate in the time domain,
2. Fine estimate in the frequency domain.
III. Simulation Results
In this correlation of preamble detection (maximum
normalized correlation (MNC or MINN), Schmidt and Cox
maximum normalized correlation (SC or MSC), maximum
normalized correlation using a geometric mean (GM or
MGM), maximum likelihood (ML or MML) method are
comparison on OFDMusingAWGNChannel.In thismodelwe
have used QAM (Quadrature Amplitude Modulation) in
modulation technique, and required SNR value is 25dB and
45dB the performance done by used MATLAB R2013a
version.
IJTSRD21380
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID - IJTSRD21380 | Volume – 3 | Issue – 3 | Mar-Apr 2019 Page: 536
A. Preamble detection in SNR at 25dB
Fig. 1: Correlation between Different signals at
SNR=25 dB
Table 1: Performance analysis of Preamble detection
at SNR=25dB
Preamble
Technique
SNR
Maximum
Detection Value
Sample
MSC
25dB
1.0 96
MML 1.0 65
MINN 1.0 75
MGM 1.0 65
Fig. 2: Comparisons of Detection techniques at
SNR=25dB
B. Preamble detection in SNR at 45dB
Fig 2: Correlation between Different signals at
SNR=45 dB
Table 2: Performance analysis of Preamble detection
at SNR=45dB
Preamble
Technique
SNR
Maximum
Detection Value
Sample
MSC
45dB
1.0 90
MML 1.0 72
MINN 1.0 120
MGM 1.0 65
Fig. 4: Comparisons of Detection techniques at
SNR=25dB
Conclusion:
In above result we have done analysis of all preamble
techniques (MSC, MML, MSC and MGM) at different SNR
value (25dB and 45dB). The MINN technique is better than
all techniques because its performance is smooth. It
gradually down and rise at all point so t MINN is better than
all techniques.
References
[1] Sumeeth Nagaraj, Sheehan Khan andChristianSchlegel
“On Preamble Detection in Packet-Based Wireless
Networks” 2006 IEEE Ninth International Symposium
on Spread Spectrum Techniques and Applications.
[2] Mithun Sarode “Preamble Detection Of IEEE 802.16”
proceedings of international conference on
nanoscience, engineering & advanced computing
(ICNEAC-2011).
[3] Chakchai So-In,Raj Jain and Abdel-Karim Tamimi,
“Scheduling in IEEE 802.16e Mobile WiMAXNetworks:
Key Issues and a Survey” IEEE Journal on Selected
Areas in Communications, Vol. 27, NO. 2, February
2009 page no 156-171.
[4] L. J. Cimini, “Analysis and simulation of a digital mobile
channel using orthogonal frequency division
multiplexing” IEEE Trans. Commun., vol. 33, no. 7, pp.
665–675, Jul. 1985.
[5] P. H. Moose, “A technique for orthogonal frequency
division multiplexing freuency offset correction” IEEE
Trans. Commun., vol. 42, no. 10, pp. 2908–2924, 1994.
[6] H. MINN, V. K. Bhargava, and K. B. Letaief, “A robust
timing and frequency synchronization for OFDM
systems” IEEE Trans. Wireless Commun., vol. 2, no. 4,
pp. 822–838, Jul. 2003.
[7] T. M. Schmidl and D. C. Cox, “Robust frequency and
timing synchronization for OFDM” IEEE Trans.
Commun., vol. 45, no. 12, pp. 1613–1621, Dec. 1997.
[8] R. N. “Blind OFDM symbol synchronization in ISI
channels” IEEE Trans. Commun., vol. 50, no. 9, pp.
1525–1534, Sep. 2002.
[9] Kun-Chien Hung and David W. Lin “Joint Detection of
Integral Carrier Frequency Offset and Preamble Index
in OFDMA WiMAX Downlink Synchronization” IEEE
Communications publication in the WCNC 2007. Page
no 1961-1966.
[10] Jungwon Lee, Jihwan P. Choi, and Hui-Ling Lou “Joint
Maximum Likelihood Estimation of Channel and
Preamble Sequence for WiMAX Systems” IEEE
Transaction on Wireless Communications, VOL. 7, NO.
11, November 2008 page no 4291-4303.

More Related Content

What's hot

An Ant colony optimization algorithm to solve the broken link problem in wire...
An Ant colony optimization algorithm to solve the broken link problem in wire...An Ant colony optimization algorithm to solve the broken link problem in wire...
An Ant colony optimization algorithm to solve the broken link problem in wire...IJERA Editor
 
Analysis of Energy in Wireless Sensor Networks An Assessment
Analysis of Energy in Wireless Sensor Networks An AssessmentAnalysis of Energy in Wireless Sensor Networks An Assessment
Analysis of Energy in Wireless Sensor Networks An Assessmentijtsrd
 
PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimza...
PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimza...PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimza...
PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimza...IJECEIAES
 
Geometric_positioning (KTH-5392's conflicted copy 2014-03-05)
Geometric_positioning (KTH-5392's conflicted copy 2014-03-05)Geometric_positioning (KTH-5392's conflicted copy 2014-03-05)
Geometric_positioning (KTH-5392's conflicted copy 2014-03-05)M. Reza Gholami
 
Performance analysis of different loss
Performance analysis of different lossPerformance analysis of different loss
Performance analysis of different losscaijjournal
 
Techniques for Improving BER and SNR in MIMO Antenna for Optimum Performance
Techniques for Improving BER and SNR in MIMO Antenna for Optimum PerformanceTechniques for Improving BER and SNR in MIMO Antenna for Optimum Performance
Techniques for Improving BER and SNR in MIMO Antenna for Optimum PerformanceIJMTST Journal
 
IRJET- Vanet Connection Performance Analysis using GPSR Protocol
IRJET- Vanet Connection Performance Analysis using GPSR ProtocolIRJET- Vanet Connection Performance Analysis using GPSR Protocol
IRJET- Vanet Connection Performance Analysis using GPSR ProtocolIRJET Journal
 
Towards 802.11g Signal Strength Estimation in an Industrial Environment: a Pr...
Towards 802.11g Signal Strength Estimation in an Industrial Environment: a Pr...Towards 802.11g Signal Strength Estimation in an Industrial Environment: a Pr...
Towards 802.11g Signal Strength Estimation in an Industrial Environment: a Pr...Dalton Valadares
 
Sierpinski carpet fractal monopole antenna for ultra-wideband applications
Sierpinski carpet fractal monopole antenna for ultra-wideband applications Sierpinski carpet fractal monopole antenna for ultra-wideband applications
Sierpinski carpet fractal monopole antenna for ultra-wideband applications IJECEIAES
 
Beamforming for 5G Networks
Beamforming for 5G NetworksBeamforming for 5G Networks
Beamforming for 5G Networksijtsrd
 
Wireless Sensor Network Based Clustering Architecture for Cooperative Communi...
Wireless Sensor Network Based Clustering Architecture for Cooperative Communi...Wireless Sensor Network Based Clustering Architecture for Cooperative Communi...
Wireless Sensor Network Based Clustering Architecture for Cooperative Communi...ijtsrd
 
DATA TRANSMISSION IN WIRELESS SENSOR NETWORKS FOR EFFECTIVE AND SECURE COMMUN...
DATA TRANSMISSION IN WIRELESS SENSOR NETWORKS FOR EFFECTIVE AND SECURE COMMUN...DATA TRANSMISSION IN WIRELESS SENSOR NETWORKS FOR EFFECTIVE AND SECURE COMMUN...
DATA TRANSMISSION IN WIRELESS SENSOR NETWORKS FOR EFFECTIVE AND SECURE COMMUN...IJEEE
 
Matlab ieee 2014 be, b.tech_completed list_(m)
Matlab ieee 2014 be, b.tech_completed list_(m)Matlab ieee 2014 be, b.tech_completed list_(m)
Matlab ieee 2014 be, b.tech_completed list_(m)S3 Infotech IEEE Projects
 
A collaborative physical layer security scheme
A collaborative physical layer security schemeA collaborative physical layer security scheme
A collaborative physical layer security schemeIJECEIAES
 
Design and Analysis of Wideband Microstip Patch Antenna Employing EBG and Par...
Design and Analysis of Wideband Microstip Patch Antenna Employing EBG and Par...Design and Analysis of Wideband Microstip Patch Antenna Employing EBG and Par...
Design and Analysis of Wideband Microstip Patch Antenna Employing EBG and Par...IOSR Journals
 
IRJET- Graphene based Terahertz Patch Antenna
IRJET- Graphene based Terahertz Patch AntennaIRJET- Graphene based Terahertz Patch Antenna
IRJET- Graphene based Terahertz Patch AntennaIRJET Journal
 
IRJET- Inset Feed Compact Millimeter Wave Microstrip Patch Antenna at 28ghz f...
IRJET- Inset Feed Compact Millimeter Wave Microstrip Patch Antenna at 28ghz f...IRJET- Inset Feed Compact Millimeter Wave Microstrip Patch Antenna at 28ghz f...
IRJET- Inset Feed Compact Millimeter Wave Microstrip Patch Antenna at 28ghz f...IRJET Journal
 

What's hot (20)

An Ant colony optimization algorithm to solve the broken link problem in wire...
An Ant colony optimization algorithm to solve the broken link problem in wire...An Ant colony optimization algorithm to solve the broken link problem in wire...
An Ant colony optimization algorithm to solve the broken link problem in wire...
 
Analysis of Energy in Wireless Sensor Networks An Assessment
Analysis of Energy in Wireless Sensor Networks An AssessmentAnalysis of Energy in Wireless Sensor Networks An Assessment
Analysis of Energy in Wireless Sensor Networks An Assessment
 
PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimza...
PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimza...PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimza...
PSO-CCO_MIMO-SA: A particle swarm optimization based channel capacity optimza...
 
Geometric_positioning (KTH-5392's conflicted copy 2014-03-05)
Geometric_positioning (KTH-5392's conflicted copy 2014-03-05)Geometric_positioning (KTH-5392's conflicted copy 2014-03-05)
Geometric_positioning (KTH-5392's conflicted copy 2014-03-05)
 
Performance analysis of different loss
Performance analysis of different lossPerformance analysis of different loss
Performance analysis of different loss
 
Techniques for Improving BER and SNR in MIMO Antenna for Optimum Performance
Techniques for Improving BER and SNR in MIMO Antenna for Optimum PerformanceTechniques for Improving BER and SNR in MIMO Antenna for Optimum Performance
Techniques for Improving BER and SNR in MIMO Antenna for Optimum Performance
 
Fw3510381039
Fw3510381039Fw3510381039
Fw3510381039
 
IRJET- Vanet Connection Performance Analysis using GPSR Protocol
IRJET- Vanet Connection Performance Analysis using GPSR ProtocolIRJET- Vanet Connection Performance Analysis using GPSR Protocol
IRJET- Vanet Connection Performance Analysis using GPSR Protocol
 
poster_fit_22
poster_fit_22poster_fit_22
poster_fit_22
 
Towards 802.11g Signal Strength Estimation in an Industrial Environment: a Pr...
Towards 802.11g Signal Strength Estimation in an Industrial Environment: a Pr...Towards 802.11g Signal Strength Estimation in an Industrial Environment: a Pr...
Towards 802.11g Signal Strength Estimation in an Industrial Environment: a Pr...
 
Sierpinski carpet fractal monopole antenna for ultra-wideband applications
Sierpinski carpet fractal monopole antenna for ultra-wideband applications Sierpinski carpet fractal monopole antenna for ultra-wideband applications
Sierpinski carpet fractal monopole antenna for ultra-wideband applications
 
Beamforming for 5G Networks
Beamforming for 5G NetworksBeamforming for 5G Networks
Beamforming for 5G Networks
 
Wireless Sensor Network Based Clustering Architecture for Cooperative Communi...
Wireless Sensor Network Based Clustering Architecture for Cooperative Communi...Wireless Sensor Network Based Clustering Architecture for Cooperative Communi...
Wireless Sensor Network Based Clustering Architecture for Cooperative Communi...
 
DATA TRANSMISSION IN WIRELESS SENSOR NETWORKS FOR EFFECTIVE AND SECURE COMMUN...
DATA TRANSMISSION IN WIRELESS SENSOR NETWORKS FOR EFFECTIVE AND SECURE COMMUN...DATA TRANSMISSION IN WIRELESS SENSOR NETWORKS FOR EFFECTIVE AND SECURE COMMUN...
DATA TRANSMISSION IN WIRELESS SENSOR NETWORKS FOR EFFECTIVE AND SECURE COMMUN...
 
19CSP(1)
19CSP(1)19CSP(1)
19CSP(1)
 
Matlab ieee 2014 be, b.tech_completed list_(m)
Matlab ieee 2014 be, b.tech_completed list_(m)Matlab ieee 2014 be, b.tech_completed list_(m)
Matlab ieee 2014 be, b.tech_completed list_(m)
 
A collaborative physical layer security scheme
A collaborative physical layer security schemeA collaborative physical layer security scheme
A collaborative physical layer security scheme
 
Design and Analysis of Wideband Microstip Patch Antenna Employing EBG and Par...
Design and Analysis of Wideband Microstip Patch Antenna Employing EBG and Par...Design and Analysis of Wideband Microstip Patch Antenna Employing EBG and Par...
Design and Analysis of Wideband Microstip Patch Antenna Employing EBG and Par...
 
IRJET- Graphene based Terahertz Patch Antenna
IRJET- Graphene based Terahertz Patch AntennaIRJET- Graphene based Terahertz Patch Antenna
IRJET- Graphene based Terahertz Patch Antenna
 
IRJET- Inset Feed Compact Millimeter Wave Microstrip Patch Antenna at 28ghz f...
IRJET- Inset Feed Compact Millimeter Wave Microstrip Patch Antenna at 28ghz f...IRJET- Inset Feed Compact Millimeter Wave Microstrip Patch Antenna at 28ghz f...
IRJET- Inset Feed Compact Millimeter Wave Microstrip Patch Antenna at 28ghz f...
 

Similar to Performance Analysis of Preamble Detection at Maximum Throughput Level for OFDM

Performance Analysis of Different Combination of Mimo Antenna System using Di...
Performance Analysis of Different Combination of Mimo Antenna System using Di...Performance Analysis of Different Combination of Mimo Antenna System using Di...
Performance Analysis of Different Combination of Mimo Antenna System using Di...ijtsrd
 
8 of the Must-Read Network & Data Communication Articles Published this weeke...
8 of the Must-Read Network & Data Communication Articles Published this weeke...8 of the Must-Read Network & Data Communication Articles Published this weeke...
8 of the Must-Read Network & Data Communication Articles Published this weeke...IJCNCJournal
 
Performance Analysis of MIMO System on Different Modulation Scheme over Ricia...
Performance Analysis of MIMO System on Different Modulation Scheme over Ricia...Performance Analysis of MIMO System on Different Modulation Scheme over Ricia...
Performance Analysis of MIMO System on Different Modulation Scheme over Ricia...ijtsrd
 
TECHNIQUES IN PERFORMANCE IMPROVEMENT OF MOBILE WIRELESS COMMUNICATION SYSTEM...
TECHNIQUES IN PERFORMANCE IMPROVEMENT OF MOBILE WIRELESS COMMUNICATION SYSTEM...TECHNIQUES IN PERFORMANCE IMPROVEMENT OF MOBILE WIRELESS COMMUNICATION SYSTEM...
TECHNIQUES IN PERFORMANCE IMPROVEMENT OF MOBILE WIRELESS COMMUNICATION SYSTEM...Onyebuchi nosiri
 
CL-SA-OFDM: cross-layer and smart antenna based OFDM system performance enha...
CL-SA-OFDM: cross-layer and smart antenna based  OFDM system performance enha...CL-SA-OFDM: cross-layer and smart antenna based  OFDM system performance enha...
CL-SA-OFDM: cross-layer and smart antenna based OFDM system performance enha...IJECEIAES
 
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksEnergy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksIOSR Journals
 
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksEnergy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksIOSR Journals
 
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksEnergy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksIOSR Journals
 
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksEnergy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksIOSR Journals
 
Massive MIMO-Based 5G Networks: Energy Harvesting Base Stations with Minimum ...
Massive MIMO-Based 5G Networks: Energy Harvesting Base Stations with Minimum ...Massive MIMO-Based 5G Networks: Energy Harvesting Base Stations with Minimum ...
Massive MIMO-Based 5G Networks: Energy Harvesting Base Stations with Minimum ...IJASRD Journal
 
Design and Analysis of MIMO Patch Antenna for 5G Wireless Communication Systems
Design and Analysis of MIMO Patch Antenna for 5G Wireless Communication SystemsDesign and Analysis of MIMO Patch Antenna for 5G Wireless Communication Systems
Design and Analysis of MIMO Patch Antenna for 5G Wireless Communication SystemsIJCNCJournal
 
DESIGN AND ANALYSIS OF MIMO PATCH ANTENNA FOR 5G WIRELESS COMMUNICATION SYSTEMS
DESIGN AND ANALYSIS OF MIMO PATCH ANTENNA FOR 5G WIRELESS COMMUNICATION SYSTEMSDESIGN AND ANALYSIS OF MIMO PATCH ANTENNA FOR 5G WIRELESS COMMUNICATION SYSTEMS
DESIGN AND ANALYSIS OF MIMO PATCH ANTENNA FOR 5G WIRELESS COMMUNICATION SYSTEMSIJCNCJournal
 
Review Paper on MIMO-OFDM System Using Wimax Model
Review Paper on MIMO-OFDM System Using Wimax ModelReview Paper on MIMO-OFDM System Using Wimax Model
Review Paper on MIMO-OFDM System Using Wimax Modelijtsrd
 
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...ijceronline
 
Performance Evaluation of MIMO OFDM using AWGN Channel with Different Modulat...
Performance Evaluation of MIMO OFDM using AWGN Channel with Different Modulat...Performance Evaluation of MIMO OFDM using AWGN Channel with Different Modulat...
Performance Evaluation of MIMO OFDM using AWGN Channel with Different Modulat...ijtsrd
 
Energy-efficient device-to-device communication in internet of things using ...
 Energy-efficient device-to-device communication in internet of things using ... Energy-efficient device-to-device communication in internet of things using ...
Energy-efficient device-to-device communication in internet of things using ...IJECEIAES
 
Intrusion Detection and Countermeasure in Virtual Network Systems Using NICE ...
Intrusion Detection and Countermeasure in Virtual Network Systems Using NICE ...Intrusion Detection and Countermeasure in Virtual Network Systems Using NICE ...
Intrusion Detection and Countermeasure in Virtual Network Systems Using NICE ...IJERA Editor
 
Advanced hybrid algorithms for precise multipath channel estimation in next-g...
Advanced hybrid algorithms for precise multipath channel estimation in next-g...Advanced hybrid algorithms for precise multipath channel estimation in next-g...
Advanced hybrid algorithms for precise multipath channel estimation in next-g...IJECEIAES
 
Machine learning based lightweight interference mitigation scheme for wireles...
Machine learning based lightweight interference mitigation scheme for wireles...Machine learning based lightweight interference mitigation scheme for wireles...
Machine learning based lightweight interference mitigation scheme for wireles...TELKOMNIKA JOURNAL
 

Similar to Performance Analysis of Preamble Detection at Maximum Throughput Level for OFDM (20)

Performance Analysis of Different Combination of Mimo Antenna System using Di...
Performance Analysis of Different Combination of Mimo Antenna System using Di...Performance Analysis of Different Combination of Mimo Antenna System using Di...
Performance Analysis of Different Combination of Mimo Antenna System using Di...
 
8 of the Must-Read Network & Data Communication Articles Published this weeke...
8 of the Must-Read Network & Data Communication Articles Published this weeke...8 of the Must-Read Network & Data Communication Articles Published this weeke...
8 of the Must-Read Network & Data Communication Articles Published this weeke...
 
Performance Analysis of MIMO System on Different Modulation Scheme over Ricia...
Performance Analysis of MIMO System on Different Modulation Scheme over Ricia...Performance Analysis of MIMO System on Different Modulation Scheme over Ricia...
Performance Analysis of MIMO System on Different Modulation Scheme over Ricia...
 
TECHNIQUES IN PERFORMANCE IMPROVEMENT OF MOBILE WIRELESS COMMUNICATION SYSTEM...
TECHNIQUES IN PERFORMANCE IMPROVEMENT OF MOBILE WIRELESS COMMUNICATION SYSTEM...TECHNIQUES IN PERFORMANCE IMPROVEMENT OF MOBILE WIRELESS COMMUNICATION SYSTEM...
TECHNIQUES IN PERFORMANCE IMPROVEMENT OF MOBILE WIRELESS COMMUNICATION SYSTEM...
 
CL-SA-OFDM: cross-layer and smart antenna based OFDM system performance enha...
CL-SA-OFDM: cross-layer and smart antenna based  OFDM system performance enha...CL-SA-OFDM: cross-layer and smart antenna based  OFDM system performance enha...
CL-SA-OFDM: cross-layer and smart antenna based OFDM system performance enha...
 
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksEnergy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
 
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksEnergy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
 
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksEnergy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
 
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor NetworksEnergy Efficient E-BMA Protocol for Wireless Sensor Networks
Energy Efficient E-BMA Protocol for Wireless Sensor Networks
 
K016136062
K016136062K016136062
K016136062
 
Massive MIMO-Based 5G Networks: Energy Harvesting Base Stations with Minimum ...
Massive MIMO-Based 5G Networks: Energy Harvesting Base Stations with Minimum ...Massive MIMO-Based 5G Networks: Energy Harvesting Base Stations with Minimum ...
Massive MIMO-Based 5G Networks: Energy Harvesting Base Stations with Minimum ...
 
Design and Analysis of MIMO Patch Antenna for 5G Wireless Communication Systems
Design and Analysis of MIMO Patch Antenna for 5G Wireless Communication SystemsDesign and Analysis of MIMO Patch Antenna for 5G Wireless Communication Systems
Design and Analysis of MIMO Patch Antenna for 5G Wireless Communication Systems
 
DESIGN AND ANALYSIS OF MIMO PATCH ANTENNA FOR 5G WIRELESS COMMUNICATION SYSTEMS
DESIGN AND ANALYSIS OF MIMO PATCH ANTENNA FOR 5G WIRELESS COMMUNICATION SYSTEMSDESIGN AND ANALYSIS OF MIMO PATCH ANTENNA FOR 5G WIRELESS COMMUNICATION SYSTEMS
DESIGN AND ANALYSIS OF MIMO PATCH ANTENNA FOR 5G WIRELESS COMMUNICATION SYSTEMS
 
Review Paper on MIMO-OFDM System Using Wimax Model
Review Paper on MIMO-OFDM System Using Wimax ModelReview Paper on MIMO-OFDM System Using Wimax Model
Review Paper on MIMO-OFDM System Using Wimax Model
 
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
 
Performance Evaluation of MIMO OFDM using AWGN Channel with Different Modulat...
Performance Evaluation of MIMO OFDM using AWGN Channel with Different Modulat...Performance Evaluation of MIMO OFDM using AWGN Channel with Different Modulat...
Performance Evaluation of MIMO OFDM using AWGN Channel with Different Modulat...
 
Energy-efficient device-to-device communication in internet of things using ...
 Energy-efficient device-to-device communication in internet of things using ... Energy-efficient device-to-device communication in internet of things using ...
Energy-efficient device-to-device communication in internet of things using ...
 
Intrusion Detection and Countermeasure in Virtual Network Systems Using NICE ...
Intrusion Detection and Countermeasure in Virtual Network Systems Using NICE ...Intrusion Detection and Countermeasure in Virtual Network Systems Using NICE ...
Intrusion Detection and Countermeasure in Virtual Network Systems Using NICE ...
 
Advanced hybrid algorithms for precise multipath channel estimation in next-g...
Advanced hybrid algorithms for precise multipath channel estimation in next-g...Advanced hybrid algorithms for precise multipath channel estimation in next-g...
Advanced hybrid algorithms for precise multipath channel estimation in next-g...
 
Machine learning based lightweight interference mitigation scheme for wireles...
Machine learning based lightweight interference mitigation scheme for wireles...Machine learning based lightweight interference mitigation scheme for wireles...
Machine learning based lightweight interference mitigation scheme for wireles...
 

More from ijtsrd

‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementationijtsrd
 
Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...ijtsrd
 
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and ProspectsDynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and Prospectsijtsrd
 
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...ijtsrd
 
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...ijtsrd
 
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...ijtsrd
 
Problems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A StudyProblems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A Studyijtsrd
 
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...ijtsrd
 
The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...ijtsrd
 
A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...ijtsrd
 
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...ijtsrd
 
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...ijtsrd
 
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. SadikuSustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadikuijtsrd
 
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...ijtsrd
 
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...ijtsrd
 
Activating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment MapActivating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment Mapijtsrd
 
Educational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger SocietyEducational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger Societyijtsrd
 
Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...ijtsrd
 
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...ijtsrd
 
Streamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine LearningStreamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine Learningijtsrd
 

More from ijtsrd (20)

‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation‘Six Sigma Technique’ A Journey Through its Implementation
‘Six Sigma Technique’ A Journey Through its Implementation
 
Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...Edge Computing in Space Enhancing Data Processing and Communication for Space...
Edge Computing in Space Enhancing Data Processing and Communication for Space...
 
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and ProspectsDynamics of Communal Politics in 21st Century India Challenges and Prospects
Dynamics of Communal Politics in 21st Century India Challenges and Prospects
 
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
Assess Perspective and Knowledge of Healthcare Providers Towards Elehealth in...
 
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...The Impact of Digital Media on the Decentralization of Power and the Erosion ...
The Impact of Digital Media on the Decentralization of Power and the Erosion ...
 
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
Online Voices, Offline Impact Ambedkars Ideals and Socio Political Inclusion ...
 
Problems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A StudyProblems and Challenges of Agro Entreprenurship A Study
Problems and Challenges of Agro Entreprenurship A Study
 
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
Comparative Analysis of Total Corporate Disclosure of Selected IT Companies o...
 
The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...The Impact of Educational Background and Professional Training on Human Right...
The Impact of Educational Background and Professional Training on Human Right...
 
A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...A Study on the Effective Teaching Learning Process in English Curriculum at t...
A Study on the Effective Teaching Learning Process in English Curriculum at t...
 
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
The Role of Mentoring and Its Influence on the Effectiveness of the Teaching ...
 
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
Design Simulation and Hardware Construction of an Arduino Microcontroller Bas...
 
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. SadikuSustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
Sustainable Energy by Paul A. Adekunte | Matthew N. O. Sadiku | Janet O. Sadiku
 
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
Concepts for Sudan Survey Act Implementations Executive Regulations and Stand...
 
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
Towards the Implementation of the Sudan Interpolated Geoid Model Khartoum Sta...
 
Activating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment MapActivating Geospatial Information for Sudans Sustainable Investment Map
Activating Geospatial Information for Sudans Sustainable Investment Map
 
Educational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger SocietyEducational Unity Embracing Diversity for a Stronger Society
Educational Unity Embracing Diversity for a Stronger Society
 
Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...Integration of Indian Indigenous Knowledge System in Management Prospects and...
Integration of Indian Indigenous Knowledge System in Management Prospects and...
 
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
DeepMask Transforming Face Mask Identification for Better Pandemic Control in...
 
Streamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine LearningStreamlining Data Collection eCRF Design and Machine Learning
Streamlining Data Collection eCRF Design and Machine Learning
 

Recently uploaded

Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...fonyou31
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxVishalSingh1417
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajanpragatimahajan3
 
General AI for Medical Educators April 2024
General AI for Medical Educators April 2024General AI for Medical Educators April 2024
General AI for Medical Educators April 2024Janet Corral
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 

Recently uploaded (20)

Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
social pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajansocial pharmacy d-pharm 1st year by Pragati K. Mahajan
social pharmacy d-pharm 1st year by Pragati K. Mahajan
 
General AI for Medical Educators April 2024
General AI for Medical Educators April 2024General AI for Medical Educators April 2024
General AI for Medical Educators April 2024
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 

Performance Analysis of Preamble Detection at Maximum Throughput Level for OFDM

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume: 3 | Issue: 3 | Mar-Apr 2019 Available Online: www.ijtsrd.com e-ISSN: 2456 - 6470 @ IJTSRD | Unique Paper ID – IJTSRD21380 | Volume – 3 | Issue – 3 | Mar-Apr 2019 Page: 535 Performance Analysis of Preamble Detection at Maximum Throughput Level for OFDM Ayushi Upadhyay Department of Electronics and Communication, LNCT Indore, Madhya Pradesh, India How to cite this paper: Ayushi Upadhyay "Performance Analysis of Preamble Detection at Maximum Throughput Level for OFDM" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456- 6470, Volume-3 | Issue-3, April 2019, pp.535-536, URL: http://www.ijtsrd.co m/papers/ijtsrd213 80.pdf Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/ by/4.0) ABSTRACT WiMAX which represents “Worldwide Interoperabilityfor MicrowaveAccess”is a major part of BWN “broadband wireless network” having IEEE 802.16 standard provides innovative fixed as well as mobile platform for broadband internet access anywhere in anytime. In this paper we, investigate signal detection and frame synchronizationforwirelessnetwork signalusingpreamble detection method such as MSC, MGM, MMSE and MML and preamble we used AWGN and Reyligh channel, also used modulation techniques QAM with OFDM. The performance has been concluded based Sample versus Detection value and output through MATLAB-R3013a Simulation. KEYWORDS: AWGN, SNR, BPSK, OFDM, Detection of Preamble I. INTRODUCTION WiMAX (Worldwide Interoperability for MicrowaveAccess) is a family of wireless communication standards based on the IEEE 802.16 set of standards, which provide multiple physical layer (PHY) and Media Access Control (MAC) options. The IEEE 802.16 group was formed in 1998 to develop an air interface standard for wireless broadband. The group’s initial focus was the development of a LOS- based point-to-multipoint wireless broadband system for operation in the 10GHz-66GHz millimeter wave band. The resulting standard-the original 802.16 standard, completed in December 2001-was based on a single carrier physical (PHY) layer with a burst time division multiplexed (TDM) MAC layer. II. Methods of Preamble Detection In simple terms, preamble is used to communicate to the receiver that transmitted data is on theway. Inthecontext of Wi-Fi (802.11) Technology, Preamble allows the receiver to acquire the wireless signal and synchronize itself with the transmitter. In wireless OFDM systems like WiMAX (802.16e), preamble is first symbol of the downlink transmission which is used for initial frame timing/synchronization by mobile stations. Initially, whena MS (Mobile Station) enters a network, it has tosearch forthe neighboring BSs (Base Station) in order to achieve synchronization. Preamble detection is done for the synchronization and synchronization is done in the basis of two types symbol timing and carrier frequencyoffset. OFDM has been shown to be sensitive to symbol timing errors. Symbol timing estimation is typically performed in two steps: 1. Course estimate in the time domain, 2. Fine estimate in the frequency domain. III. Simulation Results In this correlation of preamble detection (maximum normalized correlation (MNC or MINN), Schmidt and Cox maximum normalized correlation (SC or MSC), maximum normalized correlation using a geometric mean (GM or MGM), maximum likelihood (ML or MML) method are comparison on OFDMusingAWGNChannel.In thismodelwe have used QAM (Quadrature Amplitude Modulation) in modulation technique, and required SNR value is 25dB and 45dB the performance done by used MATLAB R2013a version. IJTSRD21380
  • 2. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID - IJTSRD21380 | Volume – 3 | Issue – 3 | Mar-Apr 2019 Page: 536 A. Preamble detection in SNR at 25dB Fig. 1: Correlation between Different signals at SNR=25 dB Table 1: Performance analysis of Preamble detection at SNR=25dB Preamble Technique SNR Maximum Detection Value Sample MSC 25dB 1.0 96 MML 1.0 65 MINN 1.0 75 MGM 1.0 65 Fig. 2: Comparisons of Detection techniques at SNR=25dB B. Preamble detection in SNR at 45dB Fig 2: Correlation between Different signals at SNR=45 dB Table 2: Performance analysis of Preamble detection at SNR=45dB Preamble Technique SNR Maximum Detection Value Sample MSC 45dB 1.0 90 MML 1.0 72 MINN 1.0 120 MGM 1.0 65 Fig. 4: Comparisons of Detection techniques at SNR=25dB Conclusion: In above result we have done analysis of all preamble techniques (MSC, MML, MSC and MGM) at different SNR value (25dB and 45dB). The MINN technique is better than all techniques because its performance is smooth. It gradually down and rise at all point so t MINN is better than all techniques. References [1] Sumeeth Nagaraj, Sheehan Khan andChristianSchlegel “On Preamble Detection in Packet-Based Wireless Networks” 2006 IEEE Ninth International Symposium on Spread Spectrum Techniques and Applications. [2] Mithun Sarode “Preamble Detection Of IEEE 802.16” proceedings of international conference on nanoscience, engineering & advanced computing (ICNEAC-2011). [3] Chakchai So-In,Raj Jain and Abdel-Karim Tamimi, “Scheduling in IEEE 802.16e Mobile WiMAXNetworks: Key Issues and a Survey” IEEE Journal on Selected Areas in Communications, Vol. 27, NO. 2, February 2009 page no 156-171. [4] L. J. Cimini, “Analysis and simulation of a digital mobile channel using orthogonal frequency division multiplexing” IEEE Trans. Commun., vol. 33, no. 7, pp. 665–675, Jul. 1985. [5] P. H. Moose, “A technique for orthogonal frequency division multiplexing freuency offset correction” IEEE Trans. Commun., vol. 42, no. 10, pp. 2908–2924, 1994. [6] H. MINN, V. K. Bhargava, and K. B. Letaief, “A robust timing and frequency synchronization for OFDM systems” IEEE Trans. Wireless Commun., vol. 2, no. 4, pp. 822–838, Jul. 2003. [7] T. M. Schmidl and D. C. Cox, “Robust frequency and timing synchronization for OFDM” IEEE Trans. Commun., vol. 45, no. 12, pp. 1613–1621, Dec. 1997. [8] R. N. “Blind OFDM symbol synchronization in ISI channels” IEEE Trans. Commun., vol. 50, no. 9, pp. 1525–1534, Sep. 2002. [9] Kun-Chien Hung and David W. Lin “Joint Detection of Integral Carrier Frequency Offset and Preamble Index in OFDMA WiMAX Downlink Synchronization” IEEE Communications publication in the WCNC 2007. Page no 1961-1966. [10] Jungwon Lee, Jihwan P. Choi, and Hui-Ling Lou “Joint Maximum Likelihood Estimation of Channel and Preamble Sequence for WiMAX Systems” IEEE Transaction on Wireless Communications, VOL. 7, NO. 11, November 2008 page no 4291-4303.