SlideShare una empresa de Scribd logo
1 de 4
Descargar para leer sin conexión
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1259
Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16)
System using Space Time Block Coding Technique
Md. Sanowar Imam, Amod Kumar
M. Tech Scholar,Department of Electronics and Communication, TIT, (Excellence), Bhopal
-----------------------------------------------------------------------***--------------------------------------------------------------------
Abstract— In this paper, the review of the multiple
input multiple output using space time block code on
WiMAX (IEEE 802.16) system. The Worldwide
Interoperability for Microwaves Access technology
which can offer high speed voice, image, and video and
data service up to base on standard 802-16 wireless
MAN is configured in the same way as a traditional
cellular network. The range of WiMAX makes the system
very attractive for users, but there will be slightly higher
BER at low SNR.
Keywords- WiMAX, OFDM, RAYLEIGH CHANNEL,
MIMO-OFDM, BER
I. INTRODUCTION
The growth in the use of the information networks lead
to the need for new communication networks with
higher data rates. The telecommunication industry is
also going to change, with a demand for a greater range
of services, such as video conferences, or applications
with multimedia contents, wireless communication has
permeated nearly all acts of human life.
WiMAX (Worldwide Interoperability for Microwave
Access) is a 4G technology and wireless communications
standard designed to provide 28to 40 megabit-per-
second data rates.Error free transmission is one of the
main aims in wireless communications. With the
increase in multimedia applications, large amount of
data is being transmitted over wireless communications.
This requires error free transmission more than ever and
to achieve error free transmission multiple antennas can
be implemented on both stations i.e. base station and
user terminal with proper modulation scheme and
coding technique. The 4th generation of wireless
communications can be attained by Multiple-Input
Multiple-Output (MIMO) in combination with Orthogonal
Frequency Division Multiplexing (OFDM) [1].MIMO
multiplexing (spatial multiplexing) and diversity (space
time coding) having OFDM modulation scheme are the
main areas of focus in our thesis study. MIMO
multiplexing increases a network capacity by splitting a
high signal rate into multiple lower rate streams. MIMO
allows higher throughput, diversity gain and interference
reduction. It also fulfills the requirement by offering high
Alamouti Space Time Block Code (STBC) scheme is used
with orthogonal designs over multiple antennas which
showed simulated results are identical to expected
theoretical results. With this technique both Bit Error
Rate (BER) and maximum diversity gain are achieved by
increasing number of antennas on either side. This
scheme is efficient in all the applications where system
capacity is limited by multipath fading [2].
Because of the characteristics of WiMAX system itself,
and the problems of OFDM system which is sensitive to
the timing and the frequency compensation. The OFDM
system of the WiMAX adopts abruptly deliver mode,
reliability, good efficiency and High data rate is achieved
between the transmitter and the receiver if they are
ideally synchronized. However, there usually exists a
small timing and frequency offset whose exists will
dramatically degrade the performance of the whole
OFDM systems. Hence, before signals can be
demodulated, OFDM symbols have to be time-
synchronized and carrier frequency offset compensated.
This puts forward very high request to the mode piece of
the synchronization system. In order to realize the
synchronization, it must adopt synchronization
algorithm of smaller calculation quantity. In the
meantime, it should have higher examination of the first
moment. Characteristics of WiMAX simulation model as
shown in Table I.
Table 1: Key Characteristics of WiMAX (IEEE 802.16)
Standard [3]
Characteristic Description
Physical layer Direct Sequence Spread Spectrum
(DSSS), Frequency Hopping Spread
Spectrum (FHSS), Orthogonal
Frequency Division Multiplexing
(OFDM).
Standard 802.16e
Frequency band
s
2.4 GHz, 3.5GHz, 5GHz
Topology Mesh,
Modulation
scheme
BPSK, QPSK,QAM
Data rates 5.5 to 70 Mbps
 Features of WiMAX [3]
o Interoperability: The IEEE 802.16 standard is
internationally accepted and the standard is
maintained and certified by WiMAX forum covers
fixed, portable and mobile deployments.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1260
o Long Range: It covers up to 30 miles but in
practice, it covers only 6 miles.
o QoS: QoS of WiMAX media access control (MAC) is
designed to support a large number of users, with
multiple connections per terminal.
o Mobility: WiMAX offers immense mobility
especially IEEE 802.16e-2005.
This paper is organized as follows: In section II, the
orthogonal frequency division multiplexing system and
peak average peak ratio is formulated. Multiple input
multiple outputs OFDM system is introduced in section
III. In section IV discuss about IEEE 802.16 reference
model. In section V explain the space time block code
and simulation result. Finally, the conclusions are given
in section VI.
II. ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING
The OFDM (Orthogonal Frequency Division Multiplexing)
is a wide band wireless digital communication technique
that is based on block modulation, with the wireless
multimedia application becoming more and more
popular, the required bit rate are achieved due to OFDM
multicarrier transmission for video communication, very
high bit rate/high-speed communication is required.
OFDM has been popularly standardized in many
applications such as high performance wireless LAN,
IEEE 802.11 (Wi-Fi), in Asynchronous Digital Subscriber
Line (ADSL) and in power line communication. It uses in
military application. It has great importance in wireless
internet service. It used in WiBRO and WiMAX services
[5].
)1.....(..........).........()(
~
tjytxS 
)2.(..........
1 1
0
)(2




N
k
t
T
kj
k
S
eA
N

Where kA is the complex data of the thk subcarriers
and T is the OFDM symbol period [6]. Low let us discuss
some advantages of OFDM: It has maximum spectral
efficiency according to Nyquist rate. It controls
overlapping of bands in channels. Its implementation
technique is easier because it uses IFFTs. It has perfect
synchronization of transmitter and receiver. It is well
suited for high bit rate applications. In OFDM system
timing recovery is very straight forward. In this system
effects of delay spread can be easily compensated using
cyclic prefix. It uses efficient bandwidth range.
OFDM also has some disadvantages. The main
disadvantage of multicarrier modulation is that it
exhibits a high peak to average power ratio. Because of
high PAPR two problems occur which are: Problem 1- It
increased the complexity of A/D and D/A converters and
problem 2– It reduced the efficiency of RF power
amplifier .The other disadvantages are OFDM system is
very sensitive for frequency errors, it causes carrier
offset problem. It needed higher input back off factor
before the peaks in the signal experience significant
distortion.
The PAPR of the discrete time base band OFDM signal is
defined as the ratio of the maximum peak power divided
by the average power of the OFDM signal [6].
)3........(..........
)(
||max
)(
2
nav
n
n
aP
a
aPAPR 
)4.......(|}........|{
1
)( 2
1
0
n
N
n
nav aE
N
aP 



Where E {.} denotes the expected value.
The PAPR (in dB) of the OFDM signal can be defined as
)5......(}.........{log10 10
avg
peak
P
P
PAPR 
Where, is the average power consumed by each frame,
and is the maximum of power for one OFDM frame.
When BPSK modulation is used on each sub carrier,
binary block coding can be directly implemented before
modulation. If the power in each sub carrier is
normalized to 1 W, is N W.
III. MIMO-OFDM
Multiple-Input Multiple-Output uses multiple antennas
at both sides which provides transmit diversity and
receiver diversity. It’s applicable in every kind of
networks like PAN, LAN, WLAN, WAN, MAN. MIMO
system can be applied in different ways to receive either
a diversity gain, capacity gain or to overcome signal
fading.
The quality of a wireless link can be described by three
basic parameters, namely the transmission rate, the
transmission range and the transmission reliability.
Conventionally, the transmission rate may be increased
by reducing the transmission range and reliability. By
contrast, the transmission range may be extended at the
cost of a lower transmission rate and reliability, while the
transmission reliability may be improved by reducing the
transmission rate and range. However, with the advent of
MIMO assisted OFDM systems, the above-mentioned
three parameters may be simultaneously improved.
Initial field tests of broadband wireless MIMO-OFDM
communication systems have shown that an increased
capacity, coverage and reliability achievable with the aid
of MIMO techniques.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1261
Furthermore, although MIMOs can potentially be
combined with any modulation or multiple access
technique, recent research suggests that the
implementation of MIMO aided OFDM is more efficient,
as a benefit of the straight forward matrix algebra
invoked for processing the MIMO OFDM signals. MIMO
OFDM, which is claimed to be invented by Airgo
Networks, has formed the foundation of all candidate
standards proposed for IEEE 802.11n. In recent years,
this topic has attracted substantial research efforts,
addressing numerous aspects, such as system capacity,
space/time/frequency coding, Peak-to- Average Power
Ratio (PAPR) control, channel estimation, receiver
design, etc. Recently, Paulraj et al. and Stuber et al
provided compelling overviews of MIMO-OFDM
Communications. Furthermore, Nortel Networks has
developed a MIMO OFDM prototype, which
demonstrates the superiority of MIMO OFDM over
today’s networks in terms of the achievable data rate.
IV. IEEE 802.16 REFERENCE MODEL
In figure 1, there are four types of sub layer are used in
IEEE 802.16 reference model.
 Convergence Sub layer (CS)
 MAC common part sub layer
 Security sub layer
 Physical sub layer
In convergence sub layer classification of the higher-
layer protocol PDU into the appropriate connection-
Suppression of payload header Information- Delivery of
the resulting CS PDU to the MAC SAP associated with the
service flow for transport to the peer MAC SAP- Receipt
of the CS PDU from the peer MAC SAP- Rebuilding of any
suppressed pay load header information [7]. MAC
common part sub layer (MAC CPS) classification of the
system access- Bandwidth request/allocation-
Connection establishment/maintenance- Quality of
service - Power saving mechanisms and handover
mechanism Security sub layer classification of the
authentication- Secure key exchange and encryption.
The IEEE 802.16 group has introduced new standard
under the rules of WiMAX forum and named it IEEE
802.16e in December 2005. 802.16e was the updated
version of IEEE 802.16-2004 which established the basis
for first fixed WiMAX solution. IEEE 802.16e was
addressing the wireless MANs. There were some
challenges for mobile wireless environment. Mobile
devices receive signal which vary over shorter distances
and can be affected by serious errors so there must be
some protocols to deal this issue.
There must be a control of Peak to Average Power Ratio
(PAPR) in wireless environment. The Mobile WiMAX
must be working on a licensed bands rather than
unlicensed bands. The main purpose of this standard
was to provide platform for interoperability between
vendors. WiMAX forum works similarly to Wi-Fi forum
which provide standard to business organizations and
manufacturers to recommend standards of equipment
interoperability.
V. SPACE TIME BLOCK CODE
Space-Time Codes (STCs) have been implemented in
cellular communications as well as in wireless local area
networks. Space time coding is performed in both spatial
and temporal domain introducing redundancy between
signals transmitted from various antennas at various time
periods. It can achieve transmit diversity and antenna gain
over spatially un-coded systems without sacrificing
bandwidth. The research on STC focuses on improving the
system performance by employing extra transmits
antennas. Alamouti STBC uses two transmit antennas
regardless of the number of receive antennas. The
Alamouti scheme encoding operation is given by (8). In
this paper, the rows of each coding scheme represents a
different time instant, while the columns represent the
transmitted symbol through each different antenna. In this
case, the first and second row represents the transmission
at the first and second time instant respectively.
)6......(..........
12
21
2 








 
ss
ssG
The reception and decoding of the signal depends on thee
number of receive antennas available.
)7.(..........)( )1(
122,,1,11,11
)1(
1 nshshtrr 
)8.(..........)( )2(
112,,121,11
)2(
1 nshshTtrr  
Before the received signals are sent to the decoder, they are
combined as follows
)9...(..........)( )2*(
12,1
)1(
1
*
1,11
2
2,1
2
1,11 nhnhss  
)10....(..........)( )1(
1
*
2,1
)2*(
11,12
2
2,1
2
1,12 nhnhss  
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1262
VI. CONCLUSION
WiMAX-OFDM in the 3.5 GHz band is of practical interest
due to the potential for large-scale WiMAX deployment
Communication system can operate with a lower
transmit power, transmit over longer distances, tolerate
more interference, use smaller antennas and transmit at
a higher data rate. These properties make the code
energy efficient. Hence, new codes were sought that
would allow for easier decoding and encoding. The task
of the decoder and encoder easier is using a code with
mostly high-weight code words. Error detection and
correction techniques are essential for reliable
communication over a noisy channel.
REFRENCES
[1] Kumar, “Introduction to Broadband Wireless
Networks” in Mobile Broadcasting with WiMAX:
Principles, Technology and Applications, New
York, USA: Focal Press, 2008, pp. 24-50
[2] . Eklund, R. B. Marks, K. L. Stanwood and S.
Wang, “IEEE Standard 802.16: a Technical
Overview of the WirelessMAN Air Interface for
Broadband Wireless Access,” IEEE Commun.
Mag., vol. 40, pp. 98-100, Jun 2002.
[3] R. Prasad, “Introduction” in OFDM for Wireless
Communications Systems, London, United
Kingdom: Artech House, 2004, pp. 11-14.
[4] G. Tsoulos, “Theory and Practice of MIMO
Wireless Communication Systems,” in MIMO
System Technology for wireless Communications,
USA: CRC press, 2006, pp. 30-33.
[5] S. J. Vaughan-Nichols, “Mobile WiMAX: The Next
Wireless Battleground,” in IEEE Comp. Soc. Mag.
vol. 41, Jun. 2008, pp. 16-18.
[6] NuaymiLoutfi, WiMAX Technology for
Broadband Wireless Access, Wiley, Londan
2007.
[7] L. Koffman and V Roman, “Bradband wireless
access solution based in IEEE 802.16,” IEEE
communication Magazine, vol. 40, pp 4, Apr.
2004 pp 96-103.
[8] Jyoti, Jagdev Singh Kainth, Paramdeep Singh
Performance Improvement by RS Encoding for
Different Modulation Techniques used in WiMAX
, International Journal of Emerging Technology
and Advanced Engineering, Volume 3, Issue
4,April 2013.
[9] PrabhakarTelagarapu,PrabhakarTelagarapu,K.Ch
iranjeevi, “Analysis of Coding Techniques in
WiMAX”, International Journal of Computer
Applications ,Volume 22– No.3, May 2011.
[10] Performance of Coding Techniques in
Mobile WiMAX Based System” International
Journal on Recent and Innovation Trends in
Computing and Communication,Volume: 1 Issue:
1,2009.
[11] Mohamed A. Mohamed,Mohamed S.
Abo-El-Seoud and Heba M. Abd-El-
Atty,Performance Simulation of IEEE 802.16e
WiMAX Physical Layer (2010).
[12] VinitGrewal, Ajay K Sharma On
Performance Enhancements of WiMax PHY
Layer with Turbo Coding for Mobile
Environments , International Journal of
Advanced Science and Technology, Vol..31, June
2011.
BIOGRAPHIES
Md. Sanowar Imam received the BE
degree in electronics and communication from MACET,
Patna India. He is master of technology degree in
Electronics and Communication from TIT (Excellence),
Bhopal India. His research interests are wireless
communication and image processing.
Amod Kumar received the BE
degree in electronics and communication from TIT
(Excellence), Bhopal, India. He is master of technology
degree in Electronics and Communication from TIT
(Excellence), Bhopal, India. His research interests are
digital signal processing, wireless communication and
image processing.

Más contenido relacionado

La actualidad más candente

4 g long term evolution introduction 18-jan-2014
4 g long term evolution introduction 18-jan-20144 g long term evolution introduction 18-jan-2014
4 g long term evolution introduction 18-jan-2014Wisawa Wongpang
 
Channel estimation for high data rate communication in mobile wi max system
Channel estimation for high data rate communication in mobile wi max systemChannel estimation for high data rate communication in mobile wi max system
Channel estimation for high data rate communication in mobile wi max systemIAEME Publication
 
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...IJERA Editor
 
Analysis of WiMAX Physical Layer Using Spatial Multiplexing Under Different F...
Analysis of WiMAX Physical Layer Using Spatial Multiplexing Under Different F...Analysis of WiMAX Physical Layer Using Spatial Multiplexing Under Different F...
Analysis of WiMAX Physical Layer Using Spatial Multiplexing Under Different F...CSCJournals
 
Article on MIMO-OFDM printed in BSNL telecom Journal
Article on MIMO-OFDM printed in BSNL telecom JournalArticle on MIMO-OFDM printed in BSNL telecom Journal
Article on MIMO-OFDM printed in BSNL telecom JournalSushil Kumar
 
Renjihha.m massive mimo in 5 g
Renjihha.m massive mimo in 5 gRenjihha.m massive mimo in 5 g
Renjihha.m massive mimo in 5 gRENJUM1
 
Wireless networks - 4G & Beyond
Wireless networks - 4G & BeyondWireless networks - 4G & Beyond
Wireless networks - 4G & BeyondKannanKrishnana
 
WC and LTE 4G module 1- 2019 by Prof. Suresha V
WC and LTE 4G  module 1- 2019 by Prof. Suresha VWC and LTE 4G  module 1- 2019 by Prof. Suresha V
WC and LTE 4G module 1- 2019 by Prof. Suresha VSURESHA V
 
Teleprotection over packet f 30 8-11
Teleprotection over packet f 30 8-11Teleprotection over packet f 30 8-11
Teleprotection over packet f 30 8-11Nir Cohen
 
Cell-Free architectures for 5G
Cell-Free architectures for 5GCell-Free architectures for 5G
Cell-Free architectures for 5GStefano Buzzi
 
Basic LTE overview - LTE for indonesia
Basic LTE overview - LTE for indonesiaBasic LTE overview - LTE for indonesia
Basic LTE overview - LTE for indonesiaToenof Moegan
 
The Study and Analysis of Effect of MultiAntenna Techniques on LTE network wi...
The Study and Analysis of Effect of MultiAntenna Techniques on LTE network wi...The Study and Analysis of Effect of MultiAntenna Techniques on LTE network wi...
The Study and Analysis of Effect of MultiAntenna Techniques on LTE network wi...Eswar Publications
 

La actualidad más candente (20)

4 g long term evolution introduction 18-jan-2014
4 g long term evolution introduction 18-jan-20144 g long term evolution introduction 18-jan-2014
4 g long term evolution introduction 18-jan-2014
 
Channel estimation for high data rate communication in mobile wi max system
Channel estimation for high data rate communication in mobile wi max systemChannel estimation for high data rate communication in mobile wi max system
Channel estimation for high data rate communication in mobile wi max system
 
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
Channel Estimation Techniques in MIMO-OFDM LTE SystemsCauses and Effects of C...
 
Analysis of WiMAX Physical Layer Using Spatial Multiplexing Under Different F...
Analysis of WiMAX Physical Layer Using Spatial Multiplexing Under Different F...Analysis of WiMAX Physical Layer Using Spatial Multiplexing Under Different F...
Analysis of WiMAX Physical Layer Using Spatial Multiplexing Under Different F...
 
Ijetcas14 396
Ijetcas14 396Ijetcas14 396
Ijetcas14 396
 
Lte Tutorial
Lte TutorialLte Tutorial
Lte Tutorial
 
Article on MIMO-OFDM printed in BSNL telecom Journal
Article on MIMO-OFDM printed in BSNL telecom JournalArticle on MIMO-OFDM printed in BSNL telecom Journal
Article on MIMO-OFDM printed in BSNL telecom Journal
 
Ox3426082613
Ox3426082613Ox3426082613
Ox3426082613
 
Ew31992997
Ew31992997Ew31992997
Ew31992997
 
Renjihha.m massive mimo in 5 g
Renjihha.m massive mimo in 5 gRenjihha.m massive mimo in 5 g
Renjihha.m massive mimo in 5 g
 
C010341216
C010341216C010341216
C010341216
 
Wireless networks - 4G & Beyond
Wireless networks - 4G & BeyondWireless networks - 4G & Beyond
Wireless networks - 4G & Beyond
 
WC and LTE 4G module 1- 2019 by Prof. Suresha V
WC and LTE 4G  module 1- 2019 by Prof. Suresha VWC and LTE 4G  module 1- 2019 by Prof. Suresha V
WC and LTE 4G module 1- 2019 by Prof. Suresha V
 
Teleprotection over packet f 30 8-11
Teleprotection over packet f 30 8-11Teleprotection over packet f 30 8-11
Teleprotection over packet f 30 8-11
 
Cell-Free architectures for 5G
Cell-Free architectures for 5GCell-Free architectures for 5G
Cell-Free architectures for 5G
 
Basic LTE overview - LTE for indonesia
Basic LTE overview - LTE for indonesiaBasic LTE overview - LTE for indonesia
Basic LTE overview - LTE for indonesia
 
Basics of LTE
Basics of LTEBasics of LTE
Basics of LTE
 
The Study and Analysis of Effect of MultiAntenna Techniques on LTE network wi...
The Study and Analysis of Effect of MultiAntenna Techniques on LTE network wi...The Study and Analysis of Effect of MultiAntenna Techniques on LTE network wi...
The Study and Analysis of Effect of MultiAntenna Techniques on LTE network wi...
 
Lte basics
Lte basicsLte basics
Lte basics
 
DSCmeetsRTS-CTS_v0
DSCmeetsRTS-CTS_v0DSCmeetsRTS-CTS_v0
DSCmeetsRTS-CTS_v0
 

Similar a IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) System using Space Time Block Coding Technique

Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...IRJET Journal
 
A Survey on Emerging WiMAX Antenna Technologies and Slotted Microstrip Patch ...
A Survey on Emerging WiMAX Antenna Technologies and Slotted Microstrip Patch ...A Survey on Emerging WiMAX Antenna Technologies and Slotted Microstrip Patch ...
A Survey on Emerging WiMAX Antenna Technologies and Slotted Microstrip Patch ...IRJET Journal
 
Evaluation and Design an Efficient Mobile WiMax Architecture Using Coded OFDM...
Evaluation and Design an Efficient Mobile WiMax Architecture Using Coded OFDM...Evaluation and Design an Efficient Mobile WiMax Architecture Using Coded OFDM...
Evaluation and Design an Efficient Mobile WiMax Architecture Using Coded OFDM...IRJET Journal
 
Performance Analysis of 802.lln MIMO OFDM Transceiver
Performance Analysis of 802.lln MIMO OFDM TransceiverPerformance Analysis of 802.lln MIMO OFDM Transceiver
Performance Analysis of 802.lln MIMO OFDM TransceiverIJERA Editor
 
Data Transmission Analysis using MW-5000 at 5.8 GHz Frequency
Data Transmission Analysis using MW-5000  at 5.8 GHz Frequency Data Transmission Analysis using MW-5000  at 5.8 GHz Frequency
Data Transmission Analysis using MW-5000 at 5.8 GHz Frequency IJECEIAES
 
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...ijwmn
 
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid NetworkAnalysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid NetworkIJCNCJournal
 
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...cscpconf
 
Dynamic optimization of overlap
Dynamic optimization of overlapDynamic optimization of overlap
Dynamic optimization of overlapcsandit
 
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid NetworkAnalysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid NetworkIJCNCJournal
 
ESTIMATION AND COMPENSATION OF INTER CARRIER INTERFERENCE IN WIMAX PHYSICAL L...
ESTIMATION AND COMPENSATION OF INTER CARRIER INTERFERENCE IN WIMAX PHYSICAL L...ESTIMATION AND COMPENSATION OF INTER CARRIER INTERFERENCE IN WIMAX PHYSICAL L...
ESTIMATION AND COMPENSATION OF INTER CARRIER INTERFERENCE IN WIMAX PHYSICAL L...ijngnjournal
 
IRJET- Hybrid Beamforming Based mmWave for Future Generation Communication
IRJET-  	  Hybrid Beamforming Based mmWave for Future Generation CommunicationIRJET-  	  Hybrid Beamforming Based mmWave for Future Generation Communication
IRJET- Hybrid Beamforming Based mmWave for Future Generation CommunicationIRJET Journal
 
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...IRJET Journal
 
Performance enhancement of maximum ratio transmission in 5G system with multi...
Performance enhancement of maximum ratio transmission in 5G system with multi...Performance enhancement of maximum ratio transmission in 5G system with multi...
Performance enhancement of maximum ratio transmission in 5G system with multi...IJECEIAES
 
ANALYSIS AND REDUCTION OF TIMING JITTER USING HYBRID OFDM - DFMA PONS
ANALYSIS AND REDUCTION OF TIMING JITTER USING HYBRID OFDM - DFMA PONSANALYSIS AND REDUCTION OF TIMING JITTER USING HYBRID OFDM - DFMA PONS
ANALYSIS AND REDUCTION OF TIMING JITTER USING HYBRID OFDM - DFMA PONSIRJET Journal
 
IRJET- MIMO-Energy Efficient and Spectrum Analysis using Congnitive Radio Tec...
IRJET- MIMO-Energy Efficient and Spectrum Analysis using Congnitive Radio Tec...IRJET- MIMO-Energy Efficient and Spectrum Analysis using Congnitive Radio Tec...
IRJET- MIMO-Energy Efficient and Spectrum Analysis using Congnitive Radio Tec...IRJET Journal
 

Similar a IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) System using Space Time Block Coding Technique (20)

Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
Performance Analysis of BER and Throughput of Different MIMO Systems using Di...
 
N010328691
N010328691N010328691
N010328691
 
A Survey on Emerging WiMAX Antenna Technologies and Slotted Microstrip Patch ...
A Survey on Emerging WiMAX Antenna Technologies and Slotted Microstrip Patch ...A Survey on Emerging WiMAX Antenna Technologies and Slotted Microstrip Patch ...
A Survey on Emerging WiMAX Antenna Technologies and Slotted Microstrip Patch ...
 
Evaluation and Design an Efficient Mobile WiMax Architecture Using Coded OFDM...
Evaluation and Design an Efficient Mobile WiMax Architecture Using Coded OFDM...Evaluation and Design an Efficient Mobile WiMax Architecture Using Coded OFDM...
Evaluation and Design an Efficient Mobile WiMax Architecture Using Coded OFDM...
 
Performance Analysis of 802.lln MIMO OFDM Transceiver
Performance Analysis of 802.lln MIMO OFDM TransceiverPerformance Analysis of 802.lln MIMO OFDM Transceiver
Performance Analysis of 802.lln MIMO OFDM Transceiver
 
Data Transmission Analysis using MW-5000 at 5.8 GHz Frequency
Data Transmission Analysis using MW-5000  at 5.8 GHz Frequency Data Transmission Analysis using MW-5000  at 5.8 GHz Frequency
Data Transmission Analysis using MW-5000 at 5.8 GHz Frequency
 
5G network architecture progress
5G network architecture progress5G network architecture progress
5G network architecture progress
 
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
DYNAMIC OPTIMIZATION OF OVERLAP-AND-ADD LENGTH OVER MIMO MBOFDM SYSTEM BASED ...
 
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid NetworkAnalysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
 
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
DYNAMIC OPTIMIZATION OF OVERLAPAND- ADD LENGTH OVER MBOFDM SYSTEM BASED ON SN...
 
Dynamic optimization of overlap
Dynamic optimization of overlapDynamic optimization of overlap
Dynamic optimization of overlap
 
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid NetworkAnalysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
Analysis of System Capacity and Spectral Efficiency of Fixed-Grid Network
 
5G antenna-Technology
5G antenna-Technology5G antenna-Technology
5G antenna-Technology
 
ESTIMATION AND COMPENSATION OF INTER CARRIER INTERFERENCE IN WIMAX PHYSICAL L...
ESTIMATION AND COMPENSATION OF INTER CARRIER INTERFERENCE IN WIMAX PHYSICAL L...ESTIMATION AND COMPENSATION OF INTER CARRIER INTERFERENCE IN WIMAX PHYSICAL L...
ESTIMATION AND COMPENSATION OF INTER CARRIER INTERFERENCE IN WIMAX PHYSICAL L...
 
Ijcnc050211
Ijcnc050211Ijcnc050211
Ijcnc050211
 
IRJET- Hybrid Beamforming Based mmWave for Future Generation Communication
IRJET-  	  Hybrid Beamforming Based mmWave for Future Generation CommunicationIRJET-  	  Hybrid Beamforming Based mmWave for Future Generation Communication
IRJET- Hybrid Beamforming Based mmWave for Future Generation Communication
 
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
MIMO-OFDM WIRELESS COMMUNICATION SYSTEM PERFORMANCE ANALYSIS FOR CHANNEL ESTI...
 
Performance enhancement of maximum ratio transmission in 5G system with multi...
Performance enhancement of maximum ratio transmission in 5G system with multi...Performance enhancement of maximum ratio transmission in 5G system with multi...
Performance enhancement of maximum ratio transmission in 5G system with multi...
 
ANALYSIS AND REDUCTION OF TIMING JITTER USING HYBRID OFDM - DFMA PONS
ANALYSIS AND REDUCTION OF TIMING JITTER USING HYBRID OFDM - DFMA PONSANALYSIS AND REDUCTION OF TIMING JITTER USING HYBRID OFDM - DFMA PONS
ANALYSIS AND REDUCTION OF TIMING JITTER USING HYBRID OFDM - DFMA PONS
 
IRJET- MIMO-Energy Efficient and Spectrum Analysis using Congnitive Radio Tec...
IRJET- MIMO-Energy Efficient and Spectrum Analysis using Congnitive Radio Tec...IRJET- MIMO-Energy Efficient and Spectrum Analysis using Congnitive Radio Tec...
IRJET- MIMO-Energy Efficient and Spectrum Analysis using Congnitive Radio Tec...
 

Más de IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

Más de IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Último

Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleAlluxio, Inc.
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girlsssuser7cb4ff
 
Earthing details of Electrical Substation
Earthing details of Electrical SubstationEarthing details of Electrical Substation
Earthing details of Electrical Substationstephanwindworld
 
Industrial Safety Unit-I SAFETY TERMINOLOGIES
Industrial Safety Unit-I SAFETY TERMINOLOGIESIndustrial Safety Unit-I SAFETY TERMINOLOGIES
Industrial Safety Unit-I SAFETY TERMINOLOGIESNarmatha D
 
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)Dr SOUNDIRARAJ N
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...asadnawaz62
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
Vishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documentsVishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documentsSachinPawar510423
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catcherssdickerson1
 
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgUnit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgsaravananr517913
 
welding defects observed during the welding
welding defects observed during the weldingwelding defects observed during the welding
welding defects observed during the weldingMuhammadUzairLiaqat
 
Arduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptArduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptSAURABHKUMAR892774
 
home automation using Arduino by Aditya Prasad
home automation using Arduino by Aditya Prasadhome automation using Arduino by Aditya Prasad
home automation using Arduino by Aditya Prasadaditya806802
 
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...Amil Baba Dawood bangali
 
Class 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm SystemClass 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm Systemirfanmechengr
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AIabhishek36461
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfROCENODodongVILLACER
 
Mine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptxMine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptxRomil Mishra
 

Último (20)

Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at Scale
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girls
 
Design and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdfDesign and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdf
 
POWER SYSTEMS-1 Complete notes examples
POWER SYSTEMS-1 Complete notes  examplesPOWER SYSTEMS-1 Complete notes  examples
POWER SYSTEMS-1 Complete notes examples
 
Earthing details of Electrical Substation
Earthing details of Electrical SubstationEarthing details of Electrical Substation
Earthing details of Electrical Substation
 
Industrial Safety Unit-I SAFETY TERMINOLOGIES
Industrial Safety Unit-I SAFETY TERMINOLOGIESIndustrial Safety Unit-I SAFETY TERMINOLOGIES
Industrial Safety Unit-I SAFETY TERMINOLOGIES
 
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
Vishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documentsVishratwadi & Ghorpadi Bridge Tender documents
Vishratwadi & Ghorpadi Bridge Tender documents
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
 
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgUnit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
 
welding defects observed during the welding
welding defects observed during the weldingwelding defects observed during the welding
welding defects observed during the welding
 
Arduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptArduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.ppt
 
home automation using Arduino by Aditya Prasad
home automation using Arduino by Aditya Prasadhome automation using Arduino by Aditya Prasad
home automation using Arduino by Aditya Prasad
 
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...
NO1 Certified Black Magic Specialist Expert Amil baba in Uae Dubai Abu Dhabi ...
 
Class 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm SystemClass 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm System
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AI
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdf
 
Mine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptxMine Environment II Lab_MI10448MI__________.pptx
Mine Environment II Lab_MI10448MI__________.pptx
 

IRJET- Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) System using Space Time Block Coding Technique

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1259 Survey Paper on Performance Evaluation of 5G WiMAX (IEEE 802.16) System using Space Time Block Coding Technique Md. Sanowar Imam, Amod Kumar M. Tech Scholar,Department of Electronics and Communication, TIT, (Excellence), Bhopal -----------------------------------------------------------------------***-------------------------------------------------------------------- Abstract— In this paper, the review of the multiple input multiple output using space time block code on WiMAX (IEEE 802.16) system. The Worldwide Interoperability for Microwaves Access technology which can offer high speed voice, image, and video and data service up to base on standard 802-16 wireless MAN is configured in the same way as a traditional cellular network. The range of WiMAX makes the system very attractive for users, but there will be slightly higher BER at low SNR. Keywords- WiMAX, OFDM, RAYLEIGH CHANNEL, MIMO-OFDM, BER I. INTRODUCTION The growth in the use of the information networks lead to the need for new communication networks with higher data rates. The telecommunication industry is also going to change, with a demand for a greater range of services, such as video conferences, or applications with multimedia contents, wireless communication has permeated nearly all acts of human life. WiMAX (Worldwide Interoperability for Microwave Access) is a 4G technology and wireless communications standard designed to provide 28to 40 megabit-per- second data rates.Error free transmission is one of the main aims in wireless communications. With the increase in multimedia applications, large amount of data is being transmitted over wireless communications. This requires error free transmission more than ever and to achieve error free transmission multiple antennas can be implemented on both stations i.e. base station and user terminal with proper modulation scheme and coding technique. The 4th generation of wireless communications can be attained by Multiple-Input Multiple-Output (MIMO) in combination with Orthogonal Frequency Division Multiplexing (OFDM) [1].MIMO multiplexing (spatial multiplexing) and diversity (space time coding) having OFDM modulation scheme are the main areas of focus in our thesis study. MIMO multiplexing increases a network capacity by splitting a high signal rate into multiple lower rate streams. MIMO allows higher throughput, diversity gain and interference reduction. It also fulfills the requirement by offering high Alamouti Space Time Block Code (STBC) scheme is used with orthogonal designs over multiple antennas which showed simulated results are identical to expected theoretical results. With this technique both Bit Error Rate (BER) and maximum diversity gain are achieved by increasing number of antennas on either side. This scheme is efficient in all the applications where system capacity is limited by multipath fading [2]. Because of the characteristics of WiMAX system itself, and the problems of OFDM system which is sensitive to the timing and the frequency compensation. The OFDM system of the WiMAX adopts abruptly deliver mode, reliability, good efficiency and High data rate is achieved between the transmitter and the receiver if they are ideally synchronized. However, there usually exists a small timing and frequency offset whose exists will dramatically degrade the performance of the whole OFDM systems. Hence, before signals can be demodulated, OFDM symbols have to be time- synchronized and carrier frequency offset compensated. This puts forward very high request to the mode piece of the synchronization system. In order to realize the synchronization, it must adopt synchronization algorithm of smaller calculation quantity. In the meantime, it should have higher examination of the first moment. Characteristics of WiMAX simulation model as shown in Table I. Table 1: Key Characteristics of WiMAX (IEEE 802.16) Standard [3] Characteristic Description Physical layer Direct Sequence Spread Spectrum (DSSS), Frequency Hopping Spread Spectrum (FHSS), Orthogonal Frequency Division Multiplexing (OFDM). Standard 802.16e Frequency band s 2.4 GHz, 3.5GHz, 5GHz Topology Mesh, Modulation scheme BPSK, QPSK,QAM Data rates 5.5 to 70 Mbps  Features of WiMAX [3] o Interoperability: The IEEE 802.16 standard is internationally accepted and the standard is maintained and certified by WiMAX forum covers fixed, portable and mobile deployments.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1260 o Long Range: It covers up to 30 miles but in practice, it covers only 6 miles. o QoS: QoS of WiMAX media access control (MAC) is designed to support a large number of users, with multiple connections per terminal. o Mobility: WiMAX offers immense mobility especially IEEE 802.16e-2005. This paper is organized as follows: In section II, the orthogonal frequency division multiplexing system and peak average peak ratio is formulated. Multiple input multiple outputs OFDM system is introduced in section III. In section IV discuss about IEEE 802.16 reference model. In section V explain the space time block code and simulation result. Finally, the conclusions are given in section VI. II. ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING The OFDM (Orthogonal Frequency Division Multiplexing) is a wide band wireless digital communication technique that is based on block modulation, with the wireless multimedia application becoming more and more popular, the required bit rate are achieved due to OFDM multicarrier transmission for video communication, very high bit rate/high-speed communication is required. OFDM has been popularly standardized in many applications such as high performance wireless LAN, IEEE 802.11 (Wi-Fi), in Asynchronous Digital Subscriber Line (ADSL) and in power line communication. It uses in military application. It has great importance in wireless internet service. It used in WiBRO and WiMAX services [5]. )1.....(..........).........()( ~ tjytxS  )2.(.......... 1 1 0 )(2     N k t T kj k S eA N  Where kA is the complex data of the thk subcarriers and T is the OFDM symbol period [6]. Low let us discuss some advantages of OFDM: It has maximum spectral efficiency according to Nyquist rate. It controls overlapping of bands in channels. Its implementation technique is easier because it uses IFFTs. It has perfect synchronization of transmitter and receiver. It is well suited for high bit rate applications. In OFDM system timing recovery is very straight forward. In this system effects of delay spread can be easily compensated using cyclic prefix. It uses efficient bandwidth range. OFDM also has some disadvantages. The main disadvantage of multicarrier modulation is that it exhibits a high peak to average power ratio. Because of high PAPR two problems occur which are: Problem 1- It increased the complexity of A/D and D/A converters and problem 2– It reduced the efficiency of RF power amplifier .The other disadvantages are OFDM system is very sensitive for frequency errors, it causes carrier offset problem. It needed higher input back off factor before the peaks in the signal experience significant distortion. The PAPR of the discrete time base band OFDM signal is defined as the ratio of the maximum peak power divided by the average power of the OFDM signal [6]. )3........(.......... )( ||max )( 2 nav n n aP a aPAPR  )4.......(|}........|{ 1 )( 2 1 0 n N n nav aE N aP     Where E {.} denotes the expected value. The PAPR (in dB) of the OFDM signal can be defined as )5......(}.........{log10 10 avg peak P P PAPR  Where, is the average power consumed by each frame, and is the maximum of power for one OFDM frame. When BPSK modulation is used on each sub carrier, binary block coding can be directly implemented before modulation. If the power in each sub carrier is normalized to 1 W, is N W. III. MIMO-OFDM Multiple-Input Multiple-Output uses multiple antennas at both sides which provides transmit diversity and receiver diversity. It’s applicable in every kind of networks like PAN, LAN, WLAN, WAN, MAN. MIMO system can be applied in different ways to receive either a diversity gain, capacity gain or to overcome signal fading. The quality of a wireless link can be described by three basic parameters, namely the transmission rate, the transmission range and the transmission reliability. Conventionally, the transmission rate may be increased by reducing the transmission range and reliability. By contrast, the transmission range may be extended at the cost of a lower transmission rate and reliability, while the transmission reliability may be improved by reducing the transmission rate and range. However, with the advent of MIMO assisted OFDM systems, the above-mentioned three parameters may be simultaneously improved. Initial field tests of broadband wireless MIMO-OFDM communication systems have shown that an increased capacity, coverage and reliability achievable with the aid of MIMO techniques.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1261 Furthermore, although MIMOs can potentially be combined with any modulation or multiple access technique, recent research suggests that the implementation of MIMO aided OFDM is more efficient, as a benefit of the straight forward matrix algebra invoked for processing the MIMO OFDM signals. MIMO OFDM, which is claimed to be invented by Airgo Networks, has formed the foundation of all candidate standards proposed for IEEE 802.11n. In recent years, this topic has attracted substantial research efforts, addressing numerous aspects, such as system capacity, space/time/frequency coding, Peak-to- Average Power Ratio (PAPR) control, channel estimation, receiver design, etc. Recently, Paulraj et al. and Stuber et al provided compelling overviews of MIMO-OFDM Communications. Furthermore, Nortel Networks has developed a MIMO OFDM prototype, which demonstrates the superiority of MIMO OFDM over today’s networks in terms of the achievable data rate. IV. IEEE 802.16 REFERENCE MODEL In figure 1, there are four types of sub layer are used in IEEE 802.16 reference model.  Convergence Sub layer (CS)  MAC common part sub layer  Security sub layer  Physical sub layer In convergence sub layer classification of the higher- layer protocol PDU into the appropriate connection- Suppression of payload header Information- Delivery of the resulting CS PDU to the MAC SAP associated with the service flow for transport to the peer MAC SAP- Receipt of the CS PDU from the peer MAC SAP- Rebuilding of any suppressed pay load header information [7]. MAC common part sub layer (MAC CPS) classification of the system access- Bandwidth request/allocation- Connection establishment/maintenance- Quality of service - Power saving mechanisms and handover mechanism Security sub layer classification of the authentication- Secure key exchange and encryption. The IEEE 802.16 group has introduced new standard under the rules of WiMAX forum and named it IEEE 802.16e in December 2005. 802.16e was the updated version of IEEE 802.16-2004 which established the basis for first fixed WiMAX solution. IEEE 802.16e was addressing the wireless MANs. There were some challenges for mobile wireless environment. Mobile devices receive signal which vary over shorter distances and can be affected by serious errors so there must be some protocols to deal this issue. There must be a control of Peak to Average Power Ratio (PAPR) in wireless environment. The Mobile WiMAX must be working on a licensed bands rather than unlicensed bands. The main purpose of this standard was to provide platform for interoperability between vendors. WiMAX forum works similarly to Wi-Fi forum which provide standard to business organizations and manufacturers to recommend standards of equipment interoperability. V. SPACE TIME BLOCK CODE Space-Time Codes (STCs) have been implemented in cellular communications as well as in wireless local area networks. Space time coding is performed in both spatial and temporal domain introducing redundancy between signals transmitted from various antennas at various time periods. It can achieve transmit diversity and antenna gain over spatially un-coded systems without sacrificing bandwidth. The research on STC focuses on improving the system performance by employing extra transmits antennas. Alamouti STBC uses two transmit antennas regardless of the number of receive antennas. The Alamouti scheme encoding operation is given by (8). In this paper, the rows of each coding scheme represents a different time instant, while the columns represent the transmitted symbol through each different antenna. In this case, the first and second row represents the transmission at the first and second time instant respectively. )6......(.......... 12 21 2            ss ssG The reception and decoding of the signal depends on thee number of receive antennas available. )7.(..........)( )1( 122,,1,11,11 )1( 1 nshshtrr  )8.(..........)( )2( 112,,121,11 )2( 1 nshshTtrr   Before the received signals are sent to the decoder, they are combined as follows )9...(..........)( )2*( 12,1 )1( 1 * 1,11 2 2,1 2 1,11 nhnhss   )10....(..........)( )1( 1 * 2,1 )2*( 11,12 2 2,1 2 1,12 nhnhss  
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1262 VI. CONCLUSION WiMAX-OFDM in the 3.5 GHz band is of practical interest due to the potential for large-scale WiMAX deployment Communication system can operate with a lower transmit power, transmit over longer distances, tolerate more interference, use smaller antennas and transmit at a higher data rate. These properties make the code energy efficient. Hence, new codes were sought that would allow for easier decoding and encoding. The task of the decoder and encoder easier is using a code with mostly high-weight code words. Error detection and correction techniques are essential for reliable communication over a noisy channel. REFRENCES [1] Kumar, “Introduction to Broadband Wireless Networks” in Mobile Broadcasting with WiMAX: Principles, Technology and Applications, New York, USA: Focal Press, 2008, pp. 24-50 [2] . Eklund, R. B. Marks, K. L. Stanwood and S. Wang, “IEEE Standard 802.16: a Technical Overview of the WirelessMAN Air Interface for Broadband Wireless Access,” IEEE Commun. Mag., vol. 40, pp. 98-100, Jun 2002. [3] R. Prasad, “Introduction” in OFDM for Wireless Communications Systems, London, United Kingdom: Artech House, 2004, pp. 11-14. [4] G. Tsoulos, “Theory and Practice of MIMO Wireless Communication Systems,” in MIMO System Technology for wireless Communications, USA: CRC press, 2006, pp. 30-33. [5] S. J. Vaughan-Nichols, “Mobile WiMAX: The Next Wireless Battleground,” in IEEE Comp. Soc. Mag. vol. 41, Jun. 2008, pp. 16-18. [6] NuaymiLoutfi, WiMAX Technology for Broadband Wireless Access, Wiley, Londan 2007. [7] L. Koffman and V Roman, “Bradband wireless access solution based in IEEE 802.16,” IEEE communication Magazine, vol. 40, pp 4, Apr. 2004 pp 96-103. [8] Jyoti, Jagdev Singh Kainth, Paramdeep Singh Performance Improvement by RS Encoding for Different Modulation Techniques used in WiMAX , International Journal of Emerging Technology and Advanced Engineering, Volume 3, Issue 4,April 2013. [9] PrabhakarTelagarapu,PrabhakarTelagarapu,K.Ch iranjeevi, “Analysis of Coding Techniques in WiMAX”, International Journal of Computer Applications ,Volume 22– No.3, May 2011. [10] Performance of Coding Techniques in Mobile WiMAX Based System” International Journal on Recent and Innovation Trends in Computing and Communication,Volume: 1 Issue: 1,2009. [11] Mohamed A. Mohamed,Mohamed S. Abo-El-Seoud and Heba M. Abd-El- Atty,Performance Simulation of IEEE 802.16e WiMAX Physical Layer (2010). [12] VinitGrewal, Ajay K Sharma On Performance Enhancements of WiMax PHY Layer with Turbo Coding for Mobile Environments , International Journal of Advanced Science and Technology, Vol..31, June 2011. BIOGRAPHIES Md. Sanowar Imam received the BE degree in electronics and communication from MACET, Patna India. He is master of technology degree in Electronics and Communication from TIT (Excellence), Bhopal India. His research interests are wireless communication and image processing. Amod Kumar received the BE degree in electronics and communication from TIT (Excellence), Bhopal, India. He is master of technology degree in Electronics and Communication from TIT (Excellence), Bhopal, India. His research interests are digital signal processing, wireless communication and image processing.