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@ IJTSRD | Available Online @ www.ijtsrd.com
ISSN No: 2456
International
Research
Review and Analysis of W
Modulation scheme with AWGN Channel
Arvind Yadav
Department of Electronics and Communication Engineering
Lakshmi Narain Coll
ABSTRACT
The last few decades, there has been a
growth in the wireless communication technology.
The growing demand of multimedia services and the
growth of Internet related contents lead to increasing
interest to high speed communications. The Wireless
communication technology, affordable w
service has become a reality. In wireless
communication, radio propagation refers to the
behavior of radio waves when they are propagated
from transmitter to receiver. In the course of
propagation, radio waves are mainly affected by three
different modes of physical phenomena: reflection,
diffraction, and scattering. In this paper, we analysis
of MIMO-OFDM system employing different
Modulation scheme is analysed using AWGN
channel. The Simulation results show that this is a
novel technique for next generation wireless systems
using MATLAB toll R2013a.
Keywords: AWGN, MIMO, OFDM, BER, SNR
I. INTRODUCTION:
The areas of wireless communication have been
significantly challenging in the last some years. Over
time, several generations have passed to improve the
speed and capacity while maintaining an appreciable
quality of service [1]. MIMO and OFDM are two
combined technology to provide the spectral
efficiency and high data rate required for 4G wireless
system technology [1]. The major challenge faced in
MIMO-OFDM systems is how to obtain the channel
state information accurately and promptly for
coherent detection of information symbols. The
@ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018
ISSN No: 2456 - 6470 | www.ijtsrd.com | Volume
International Journal of Trend in Scientific
Research and Development (IJTSRD)
International Open Access Journal
Review and Analysis of WiMAX Technology using different
Modulation scheme with AWGN Channel
Arvind Yadav1
, Er. Praveen Kumar Patidar2
M.Tech Student1
, Professor2
Department of Electronics and Communication Engineering,
Lakshmi Narain College of Technology, Indore, Madhya Pradesh, India
The last few decades, there has been a incredible
growth in the wireless communication technology.
The growing demand of multimedia services and the
growth of Internet related contents lead to increasing
interest to high speed communications. The Wireless
communication technology, affordable wireless
service has become a reality. In wireless
communication, radio propagation refers to the
behavior of radio waves when they are propagated
from transmitter to receiver. In the course of
propagation, radio waves are mainly affected by three
modes of physical phenomena: reflection,
diffraction, and scattering. In this paper, we analysis
OFDM system employing different
Modulation scheme is analysed using AWGN
channel. The Simulation results show that this is a
generation wireless systems
AWGN, MIMO, OFDM, BER, SNR
The areas of wireless communication have been
significantly challenging in the last some years. Over
time, several generations have passed to improve the
speed and capacity while maintaining an appreciable
quality of service [1]. MIMO and OFDM are two
ined technology to provide the spectral
efficiency and high data rate required for 4G wireless
system technology [1]. The major challenge faced in
OFDM systems is how to obtain the channel
state information accurately and promptly for
on of information symbols. The
communication system bandwidth demand is become
higher and higher. In order to transmit data with high
speed, the wireless communication having a high
spectral efficiency does not directly lead to
overcoming the fading. Fading may lead to the
reduction of spectral efficiency. It is very difficult to
match these requests for the traditional modulation
technique, but the MIMO-OFDM system combines
the OFDM and MIMO technologies to meet these
requirements [2, 3]. MIMO wireless
have been renowned as a key technology for future
wireless communications. The performance of MIMO
system can be enhanced by using multiple antennas at
transmitting and receiving side to provide spatial
diversity [4].
A. WiMAX
The letters of WiMAX stand for worldwide
interoperability for microwave access and it is a
technology for point-to
networking. WiMAX is called the next generation
broadband wireless technology which offers high
speed, secure and last mile broadband
with a cellular back-haul and Wi
evolution of WiMAX began a few years ago when
scientists and engineers felt the need of having a
wireless Internet access and other broadband services
which works well everywhere specifically
areas or in those areas where it is hard to establish
wired infrastructure and economically not feasible.
The IEEE 802.16, also known as IEEE Wireless
MAN, explored both licensed and unlicensed band of
2-66 GHz which is standard of fixed wireles
Apr 2018 Page: 2120
www.ijtsrd.com | Volume - 2 | Issue – 3
Scientific
(IJTSRD)
International Open Access Journal
iMAX Technology using different
Modulation scheme with AWGN Channel
India
communication system bandwidth demand is become
higher and higher. In order to transmit data with high
speed, the wireless communication having a high
spectral efficiency does not directly lead to
ding may lead to the
reduction of spectral efficiency. It is very difficult to
match these requests for the traditional modulation
OFDM system combines
the OFDM and MIMO technologies to meet these
requirements [2, 3]. MIMO wireless antenna systems
have been renowned as a key technology for future
wireless communications. The performance of MIMO
system can be enhanced by using multiple antennas at
transmitting and receiving side to provide spatial
f WiMAX stand for worldwide
interoperability for microwave access and it is a
to-multipoint wireless
networking. WiMAX is called the next generation
broadband wireless technology which offers high
speed, secure and last mile broadband services along
haul and Wi-Fi hotspots. The
evolution of WiMAX began a few years ago when
scientists and engineers felt the need of having a
wireless Internet access and other broadband services
which works well everywhere specifically the rural
areas or in those areas where it is hard to establish
wired infrastructure and economically not feasible.
The IEEE 802.16, also known as IEEE Wireless-
MAN, explored both licensed and unlicensed band of
66 GHz which is standard of fixed wireless
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470
@ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 2121
broadband and included mobile broadband
application. WiMAX forum, a private organization
was formed in June 2001 to coordinate the
components and develop the equipment those will be
compatible and inter operable. After several years, in
2007, Mobile WiMAX equipment developed with the
standard IEEE 802.16e got the certification and they
announced to release the product in 2008, providing
mobility access. The IEEE 802.16e air interface based
on Orthogonal Frequency Division Multiple Access
(OFDMA) which main aim is to give better
performance in non-line-of-sight environments. The
mobile WiMAX Fig.1[5], is a technology based on
IEEE 802.16 standard [6] developed as a feasible and
attractive solution to these problems.
Fig. 1: WiMAX (IEEE 802.16) network architecture
II. MIMO- OFDM
A multiple-input multiple-output (MIMO)
communication system combined with the orthogonal
frequency division multiplexing (OFDM) modulation
technique can achieve reliable high data rate
transmission over broadband wireless channels.
OFDM is techniques to digital encode data on the
multiple-frequencies. It is widely used in wireless
communication networking, Video, audio
broadcasting, TV, wireless networks and 4G [7, 8].
OFDM plays a major role in both for wireless and
wired communications. It started in the 1870 when it
was used to carry the information via multiple
channels using a telegram [7, 8]. Among many
possible technologies for the secondary users’
transmission in the spectrum pooling systems, OFDM
has already been widely recognized as a particularly
novel candidate. This is mainly due to its great
flexibility in dynamically allocating the unused
spectrum among secondary users as well as its ability
to monitor the spectral activities of the licensed users
at no extra cost [11, 12, 13].
OFDM divides the high-rate stream into parallel
lower rate data and hence prolongs the symbol
duration, thus helping to eliminate Inter Symbol
Interference (ISI). It also allows the bandwidth of
subcarriers to overlap without Inter Carrier
Interference (ICI) as long as the modulated carriers
are orthogonal. OFDM therefore is considered as an
efficient modulation technique for broadband access
in a very dispersive environment. DAB (Digital Audio
Broadcasting), High Definition TV, Wireless LANs,
Mobile broadband [7].
 IEEE 802.16: It operates in licensed spectrum of
2Ghz to11 Ghz.
 IEEE 802.20: It operates below 3.5 GHz in the
licensed band.
 Up to 155 miles/ h speed [7, 10].
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470
@ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 2122
After inserting pilots either to all subcarriers with a specific period of blocks or within a uniform period of
frequency bins in all blocks, IDFT block is used to transform the data sequence of length into time domain
signal with the following equation 1.
Fig. 2: SISO OFDM System Block Diagram
Fig. 3: MIMO OFDM System Block Diagram
Spatial multiplexing Gain: the transmission of multiple data streams over more than one antenna is called
spatial multiplexing. The advantage of spatial multiplexing is linear capacity gains in relation to the number of
transmit antennas. This gain, referred to as spatial multiplexing gain, is realized by transmitting independent
data signals from the individual antennas [14]. Spatial diversity gain: spatial diversity improves the signal
quality and achieves a higher signal to noise ratio at the receiver side. Signal power in a wireless channel
fluctuates randomly or fades. Diversity is a powerful technique to mitigate fading in wireless links. Consider a
space time block coded MIMO-OFDM system [15] equipped with transmit antennas and receive antennas as
illustrated in Figure 4.
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470
@ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 2123
Fig. 4: Block Diagram of Space Time Block Coded MIMO-OFDM system Structure[9]
III. MODULATION
Modulation is the process of facilitating the transfer
of information over a medium. Sound transmission in
air has limited range for the amount of power your
lungs can generate. To extend the range your voice
reach, we need to transmit it through a medium other
than air, such as a phone line or radio. The process of
converting information (voice in the case) so that it
can be successfully sent through a medium (wire or
radio waves) is called modulation.
IV. CHANNEL ESTIMATION
When a signal containing audio or video is
transmitted through the air medium or wireless
medium to the receiver (Rx), some of its
characteristics are changed due to present noise and
interference in the atmosphere[9]. This distorted
signal is unable to provide useful information; some
of these characteristics are change like frequency,
amplitude and Phase. A wideband radio channel is
normally time variant and Frequency selective. For an
OFDM communication system, the channel
transferred at different subcarriers appears in the
receiver with unequal frequency and time domains.
Therefore, dynamic estimation of the signal is
necessary [7, 9].
V. PERFORMANCE ANALYSIS
To analyze the performance of WiMAX (OFDM-
systems) based on the different simulation parameters
consider and obtain simulation results. We
investigated the BER V/s SNR plot by using AWGN
channel. The performance of WiMAX model analysis
on used the following parameters as shown in table 1
Table 1: Performance of IEEE 802.16e Parameters
Parameters Value
Communication Channel AWGN
Modulation Techniques 2-PSK, 4-PSK, 8-QAM
and 16-QAM
IFFT (Input port size) 256
CC Code Rate ½
Radio Technology OFDM
Used Scheme Alamouti
System (Single and
Multiple)
MIMO
Model WiMAX 802.16e
Calculation Parameters BER V/s SNR
Simulation-Used
Tool/Software
Matlab (R2013a)
Fig. 5: Performance Analysis of 2*4 MIMO
systems using different modulation with AWGN
Channel
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470
@ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 2124
VI. CONCLUSION
The WiMAX technology is a broadband wireless data
communications technology based around the IEEE
802.16 standard providing high speed data over a
wide area. In this performance result is shown in
figure 5, we have used the Alamouti scheme with
communication AWGN channel and different
modulation techniques. The performance is displayed
in terms of the BER verses SNR logarithmic plot.
We analysis the 16-QAM, SNR is increased 6.1dB on
BER at as compared to 8-QAM and Modulation
Techniques at a constant signal power.
REFERENCES
1) Asma Bouhlel, Anis Sakly and Nejib Mansouri
“Performance comparison of DFT based MIMO
OFDM and FET based MIMO-OFDM” AWICT-
2015, Elsevier, Procedia Computer Science 73 (2015)
266-273.
2) Ammar Ali Sahrab “MIMO-OFDM: Maximum
Diversity Using Maximum Likelihood Detector”
2014 IEEE.
3) Jiang Xuehua, and Chen Peijiang, “Study and
Implementation of MIMOOFDM System Based
on Matlab,” IEEE Computer Society: International
Conference on Information Technology and
Computer Science, pp. 554–557, 2009.
4) M.Raju “Mean Square Error Analysis in MIMO-
OFDM System using Pilot based Channel
Estimation” 2016 IEEE, (SCOPES-2016).
5) Federal “A Mobile WiMAX Mesh Network with
Routing Techniques and Quality of Service
Mechanisms” Selected Topics in WiMAX,
Chapter 3, INTECH 2013.
6) IEEE 802.16e-2005 Part 16: Air Interface for
Fixed and Mobile Broadband Wireless Access
Systems Amendment 2: Physical and Medium
Access Control Layers for Combined Fixed and
Mobile Operation in Licensed Bands, 2005
7) Ramanpreet Kaur, Harjinder Singh “A Review
Paper on Performance Analysis of Channel
Estimation in MIMO-OFDM System” IJSRD -
International Journal for Scientific Research &
Development| Vol. 5, Issue 06, 2017 | ISSN (online):
2321 - 061.
8) Kala Praveen Bagadi “MIMO-OFDM Channel
Estimation using Pilot Carries” International
Journal of Computer Applications (0975 – 8887)
Volume 2 – No.3, May 2010.
9) Chang-Yi Yang, Yu-Li Chen, Hai-Yan Song
“Adaptive Carrier Frequency Offset and Channel
Estimation for MIMO-OFDM Systems” 2016
IEEE DOI 10.1109/WAINA.2016.68.
10) While Zhang, Feifei Gao, and Qinye Yin “Blind
Channel Estimation for MIMO-OFDM Systems
with Low-Order Signal Constellation” IEEE
Communications Letters, Vol. 19(3), March 2015.
11) Hamid Shahrokh Shahraki, Kamal Mohamed-
Pour “Efficient Power Loading in MIMO-OFDM
Based Cognitive Radio Networks” Scientific
Research, Communications and Network, 2011, 3,
8-16.
12) R. V. Nee and R. Prasad, “OFDM for Wireless
Multimedia Communication,” Artech House,
London, 2000.
13) U. Berthold, F. Jondral, S. Brandes and M.
Schnell, “OFDM-Based Overlay Systems: A
Promising Approach for Enhancing Spectral
Efficiency [Topics in Radio Communications],”
IEEE Communications Magazine, Vol. 45(12),
December 2007, pp. 52-58.
14) Kala Praveen Bagadi and Susmita Das “MIMO-
OFDM Channel Estimation using Pilot Carries”
International Journal of Computer Applications
(0975 – 8887) Vol. 2 (3), May 2010.
15) Md. Mejbaul Haque, Mohammad Shaifur Rahman
and Ki-Doo Kim “Performance Analysis of
MIMO-OFDM for 4G Wireless Systems under
Rayleigh Fading Channel” International Journal of
Multimedia and Ubiquitous Engineering Vol.
8(1), January, 2013.
16) Y. Chang, R. Zhang “Transmit Optimization
for MIMO-OFDM With Delay-Constrained and
No-Delay-Constrained Traffic”, IEEE Transaction
on signal processing, Vol. 54(8), 2006.

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Review and Analysis of WiMAX Technology using different Modulation scheme with AWGN Channel

  • 1. @ IJTSRD | Available Online @ www.ijtsrd.com ISSN No: 2456 International Research Review and Analysis of W Modulation scheme with AWGN Channel Arvind Yadav Department of Electronics and Communication Engineering Lakshmi Narain Coll ABSTRACT The last few decades, there has been a growth in the wireless communication technology. The growing demand of multimedia services and the growth of Internet related contents lead to increasing interest to high speed communications. The Wireless communication technology, affordable w service has become a reality. In wireless communication, radio propagation refers to the behavior of radio waves when they are propagated from transmitter to receiver. In the course of propagation, radio waves are mainly affected by three different modes of physical phenomena: reflection, diffraction, and scattering. In this paper, we analysis of MIMO-OFDM system employing different Modulation scheme is analysed using AWGN channel. The Simulation results show that this is a novel technique for next generation wireless systems using MATLAB toll R2013a. Keywords: AWGN, MIMO, OFDM, BER, SNR I. INTRODUCTION: The areas of wireless communication have been significantly challenging in the last some years. Over time, several generations have passed to improve the speed and capacity while maintaining an appreciable quality of service [1]. MIMO and OFDM are two combined technology to provide the spectral efficiency and high data rate required for 4G wireless system technology [1]. The major challenge faced in MIMO-OFDM systems is how to obtain the channel state information accurately and promptly for coherent detection of information symbols. The @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 ISSN No: 2456 - 6470 | www.ijtsrd.com | Volume International Journal of Trend in Scientific Research and Development (IJTSRD) International Open Access Journal Review and Analysis of WiMAX Technology using different Modulation scheme with AWGN Channel Arvind Yadav1 , Er. Praveen Kumar Patidar2 M.Tech Student1 , Professor2 Department of Electronics and Communication Engineering, Lakshmi Narain College of Technology, Indore, Madhya Pradesh, India The last few decades, there has been a incredible growth in the wireless communication technology. The growing demand of multimedia services and the growth of Internet related contents lead to increasing interest to high speed communications. The Wireless communication technology, affordable wireless service has become a reality. In wireless communication, radio propagation refers to the behavior of radio waves when they are propagated from transmitter to receiver. In the course of propagation, radio waves are mainly affected by three modes of physical phenomena: reflection, diffraction, and scattering. In this paper, we analysis OFDM system employing different Modulation scheme is analysed using AWGN channel. The Simulation results show that this is a generation wireless systems AWGN, MIMO, OFDM, BER, SNR The areas of wireless communication have been significantly challenging in the last some years. Over time, several generations have passed to improve the speed and capacity while maintaining an appreciable quality of service [1]. MIMO and OFDM are two ined technology to provide the spectral efficiency and high data rate required for 4G wireless system technology [1]. The major challenge faced in OFDM systems is how to obtain the channel state information accurately and promptly for on of information symbols. The communication system bandwidth demand is become higher and higher. In order to transmit data with high speed, the wireless communication having a high spectral efficiency does not directly lead to overcoming the fading. Fading may lead to the reduction of spectral efficiency. It is very difficult to match these requests for the traditional modulation technique, but the MIMO-OFDM system combines the OFDM and MIMO technologies to meet these requirements [2, 3]. MIMO wireless have been renowned as a key technology for future wireless communications. The performance of MIMO system can be enhanced by using multiple antennas at transmitting and receiving side to provide spatial diversity [4]. A. WiMAX The letters of WiMAX stand for worldwide interoperability for microwave access and it is a technology for point-to networking. WiMAX is called the next generation broadband wireless technology which offers high speed, secure and last mile broadband with a cellular back-haul and Wi evolution of WiMAX began a few years ago when scientists and engineers felt the need of having a wireless Internet access and other broadband services which works well everywhere specifically areas or in those areas where it is hard to establish wired infrastructure and economically not feasible. The IEEE 802.16, also known as IEEE Wireless MAN, explored both licensed and unlicensed band of 2-66 GHz which is standard of fixed wireles Apr 2018 Page: 2120 www.ijtsrd.com | Volume - 2 | Issue – 3 Scientific (IJTSRD) International Open Access Journal iMAX Technology using different Modulation scheme with AWGN Channel India communication system bandwidth demand is become higher and higher. In order to transmit data with high speed, the wireless communication having a high spectral efficiency does not directly lead to ding may lead to the reduction of spectral efficiency. It is very difficult to match these requests for the traditional modulation OFDM system combines the OFDM and MIMO technologies to meet these requirements [2, 3]. MIMO wireless antenna systems have been renowned as a key technology for future wireless communications. The performance of MIMO system can be enhanced by using multiple antennas at transmitting and receiving side to provide spatial f WiMAX stand for worldwide interoperability for microwave access and it is a to-multipoint wireless networking. WiMAX is called the next generation broadband wireless technology which offers high speed, secure and last mile broadband services along haul and Wi-Fi hotspots. The evolution of WiMAX began a few years ago when scientists and engineers felt the need of having a wireless Internet access and other broadband services which works well everywhere specifically the rural areas or in those areas where it is hard to establish wired infrastructure and economically not feasible. The IEEE 802.16, also known as IEEE Wireless- MAN, explored both licensed and unlicensed band of 66 GHz which is standard of fixed wireless
  • 2. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 2121 broadband and included mobile broadband application. WiMAX forum, a private organization was formed in June 2001 to coordinate the components and develop the equipment those will be compatible and inter operable. After several years, in 2007, Mobile WiMAX equipment developed with the standard IEEE 802.16e got the certification and they announced to release the product in 2008, providing mobility access. The IEEE 802.16e air interface based on Orthogonal Frequency Division Multiple Access (OFDMA) which main aim is to give better performance in non-line-of-sight environments. The mobile WiMAX Fig.1[5], is a technology based on IEEE 802.16 standard [6] developed as a feasible and attractive solution to these problems. Fig. 1: WiMAX (IEEE 802.16) network architecture II. MIMO- OFDM A multiple-input multiple-output (MIMO) communication system combined with the orthogonal frequency division multiplexing (OFDM) modulation technique can achieve reliable high data rate transmission over broadband wireless channels. OFDM is techniques to digital encode data on the multiple-frequencies. It is widely used in wireless communication networking, Video, audio broadcasting, TV, wireless networks and 4G [7, 8]. OFDM plays a major role in both for wireless and wired communications. It started in the 1870 when it was used to carry the information via multiple channels using a telegram [7, 8]. Among many possible technologies for the secondary users’ transmission in the spectrum pooling systems, OFDM has already been widely recognized as a particularly novel candidate. This is mainly due to its great flexibility in dynamically allocating the unused spectrum among secondary users as well as its ability to monitor the spectral activities of the licensed users at no extra cost [11, 12, 13]. OFDM divides the high-rate stream into parallel lower rate data and hence prolongs the symbol duration, thus helping to eliminate Inter Symbol Interference (ISI). It also allows the bandwidth of subcarriers to overlap without Inter Carrier Interference (ICI) as long as the modulated carriers are orthogonal. OFDM therefore is considered as an efficient modulation technique for broadband access in a very dispersive environment. DAB (Digital Audio Broadcasting), High Definition TV, Wireless LANs, Mobile broadband [7].  IEEE 802.16: It operates in licensed spectrum of 2Ghz to11 Ghz.  IEEE 802.20: It operates below 3.5 GHz in the licensed band.  Up to 155 miles/ h speed [7, 10].
  • 3. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 2122 After inserting pilots either to all subcarriers with a specific period of blocks or within a uniform period of frequency bins in all blocks, IDFT block is used to transform the data sequence of length into time domain signal with the following equation 1. Fig. 2: SISO OFDM System Block Diagram Fig. 3: MIMO OFDM System Block Diagram Spatial multiplexing Gain: the transmission of multiple data streams over more than one antenna is called spatial multiplexing. The advantage of spatial multiplexing is linear capacity gains in relation to the number of transmit antennas. This gain, referred to as spatial multiplexing gain, is realized by transmitting independent data signals from the individual antennas [14]. Spatial diversity gain: spatial diversity improves the signal quality and achieves a higher signal to noise ratio at the receiver side. Signal power in a wireless channel fluctuates randomly or fades. Diversity is a powerful technique to mitigate fading in wireless links. Consider a space time block coded MIMO-OFDM system [15] equipped with transmit antennas and receive antennas as illustrated in Figure 4.
  • 4. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 2123 Fig. 4: Block Diagram of Space Time Block Coded MIMO-OFDM system Structure[9] III. MODULATION Modulation is the process of facilitating the transfer of information over a medium. Sound transmission in air has limited range for the amount of power your lungs can generate. To extend the range your voice reach, we need to transmit it through a medium other than air, such as a phone line or radio. The process of converting information (voice in the case) so that it can be successfully sent through a medium (wire or radio waves) is called modulation. IV. CHANNEL ESTIMATION When a signal containing audio or video is transmitted through the air medium or wireless medium to the receiver (Rx), some of its characteristics are changed due to present noise and interference in the atmosphere[9]. This distorted signal is unable to provide useful information; some of these characteristics are change like frequency, amplitude and Phase. A wideband radio channel is normally time variant and Frequency selective. For an OFDM communication system, the channel transferred at different subcarriers appears in the receiver with unequal frequency and time domains. Therefore, dynamic estimation of the signal is necessary [7, 9]. V. PERFORMANCE ANALYSIS To analyze the performance of WiMAX (OFDM- systems) based on the different simulation parameters consider and obtain simulation results. We investigated the BER V/s SNR plot by using AWGN channel. The performance of WiMAX model analysis on used the following parameters as shown in table 1 Table 1: Performance of IEEE 802.16e Parameters Parameters Value Communication Channel AWGN Modulation Techniques 2-PSK, 4-PSK, 8-QAM and 16-QAM IFFT (Input port size) 256 CC Code Rate ½ Radio Technology OFDM Used Scheme Alamouti System (Single and Multiple) MIMO Model WiMAX 802.16e Calculation Parameters BER V/s SNR Simulation-Used Tool/Software Matlab (R2013a) Fig. 5: Performance Analysis of 2*4 MIMO systems using different modulation with AWGN Channel
  • 5. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 2124 VI. CONCLUSION The WiMAX technology is a broadband wireless data communications technology based around the IEEE 802.16 standard providing high speed data over a wide area. In this performance result is shown in figure 5, we have used the Alamouti scheme with communication AWGN channel and different modulation techniques. The performance is displayed in terms of the BER verses SNR logarithmic plot. We analysis the 16-QAM, SNR is increased 6.1dB on BER at as compared to 8-QAM and Modulation Techniques at a constant signal power. REFERENCES 1) Asma Bouhlel, Anis Sakly and Nejib Mansouri “Performance comparison of DFT based MIMO OFDM and FET based MIMO-OFDM” AWICT- 2015, Elsevier, Procedia Computer Science 73 (2015) 266-273. 2) Ammar Ali Sahrab “MIMO-OFDM: Maximum Diversity Using Maximum Likelihood Detector” 2014 IEEE. 3) Jiang Xuehua, and Chen Peijiang, “Study and Implementation of MIMOOFDM System Based on Matlab,” IEEE Computer Society: International Conference on Information Technology and Computer Science, pp. 554–557, 2009. 4) M.Raju “Mean Square Error Analysis in MIMO- OFDM System using Pilot based Channel Estimation” 2016 IEEE, (SCOPES-2016). 5) Federal “A Mobile WiMAX Mesh Network with Routing Techniques and Quality of Service Mechanisms” Selected Topics in WiMAX, Chapter 3, INTECH 2013. 6) IEEE 802.16e-2005 Part 16: Air Interface for Fixed and Mobile Broadband Wireless Access Systems Amendment 2: Physical and Medium Access Control Layers for Combined Fixed and Mobile Operation in Licensed Bands, 2005 7) Ramanpreet Kaur, Harjinder Singh “A Review Paper on Performance Analysis of Channel Estimation in MIMO-OFDM System” IJSRD - International Journal for Scientific Research & Development| Vol. 5, Issue 06, 2017 | ISSN (online): 2321 - 061. 8) Kala Praveen Bagadi “MIMO-OFDM Channel Estimation using Pilot Carries” International Journal of Computer Applications (0975 – 8887) Volume 2 – No.3, May 2010. 9) Chang-Yi Yang, Yu-Li Chen, Hai-Yan Song “Adaptive Carrier Frequency Offset and Channel Estimation for MIMO-OFDM Systems” 2016 IEEE DOI 10.1109/WAINA.2016.68. 10) While Zhang, Feifei Gao, and Qinye Yin “Blind Channel Estimation for MIMO-OFDM Systems with Low-Order Signal Constellation” IEEE Communications Letters, Vol. 19(3), March 2015. 11) Hamid Shahrokh Shahraki, Kamal Mohamed- Pour “Efficient Power Loading in MIMO-OFDM Based Cognitive Radio Networks” Scientific Research, Communications and Network, 2011, 3, 8-16. 12) R. V. Nee and R. Prasad, “OFDM for Wireless Multimedia Communication,” Artech House, London, 2000. 13) U. Berthold, F. Jondral, S. Brandes and M. Schnell, “OFDM-Based Overlay Systems: A Promising Approach for Enhancing Spectral Efficiency [Topics in Radio Communications],” IEEE Communications Magazine, Vol. 45(12), December 2007, pp. 52-58. 14) Kala Praveen Bagadi and Susmita Das “MIMO- OFDM Channel Estimation using Pilot Carries” International Journal of Computer Applications (0975 – 8887) Vol. 2 (3), May 2010. 15) Md. Mejbaul Haque, Mohammad Shaifur Rahman and Ki-Doo Kim “Performance Analysis of MIMO-OFDM for 4G Wireless Systems under Rayleigh Fading Channel” International Journal of Multimedia and Ubiquitous Engineering Vol. 8(1), January, 2013. 16) Y. Chang, R. Zhang “Transmit Optimization for MIMO-OFDM With Delay-Constrained and No-Delay-Constrained Traffic”, IEEE Transaction on signal processing, Vol. 54(8), 2006.