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International Journal of Technical Research and Applications e-ISSN: 2320-8163,
www.ijtra.com Volume 2, Issue 5 (Sep-Oct 2014), PP. 97-99
97 | P a g e
THROUGHPUT ANALYSIS OF MOBILE WIMAX
NETWORK UNDER MULTIPATH RICIAN
FADING CHANNEL
Sunil Kumar Gupta, Jyotsna Sengupta
Department of Computer Science,
Punjabi university Patiala (147002)
abr_sunil@yahoo.com, Jyotsna.sengupta@gmail.com
Abstract — The Mobile WiMAX simulation model is
implemented by using MATLAB code. The simulation model
consists of different phases which will help us to model the
transmitter and receiver section. In the next phase, the data is
being modulated by using the modulation methods QPSK and
QAM followed by OFDM transmitter. These phases can be
used to show the performance of these modulation methods
under varying condition. The Multipath Rician fading model is
implemented to introduce the fading in the transmitter data.
Receiver section is used to receive data from channel will be fed
into the OFDM demodulation. In the next phase, Fast Fourier
Transform is used to disassemble OFDM frame. After that
convolution encoding is applied to data and interleaving is
carried on by using MATLAB function. BPSK method is used
to change the data in the form of bit information to be symbols.
We had used
Different functions to modulate and demodulate data.
I. INTRODUCTION
A. What is WiMAX?
World Wide Interoperability for Micro Wave Access is
the IEEE 802.16 standard, that specifies a frequency band in
the range from 10 GHz to 66 GHz. Basically WiMAX is a
wireless internet that's able to covering a wide geographic
area by serving a vast selection of users at a very low cost. It
particularizes a metropolitan area networking protocol
which not only provides a wireless alternative for cable,
Digital Subscriber Line (DSL) and T1 level services for last
mile broadband access and also provides a backhaul for
802.11 hotspots and automobile higher data rates WiMAX is
usually more established in cellular sector [1].
B. Multipath delay spread
The channel impulse response of a wireless channel
looks like a compilation of pulses, due to the multipath
reflections. The volume of pulses that may be eminent is
very large, and depends on the time resolution of the
communication or measurement system. So because of the
non line of vision propagation nature of the WiMAX
OFDM, we have to address multipath delay spread in this
channel model. To handle the effect of multipath
propagation, the delay spread parameter is employed. It
depends on terrain, distance, antenna directivity and
additional factors [3]. We can show a LOS and multipath
scenario. It shows that at different time, multiple reflections
of the same signal come to the receiver. This might result in
an Inter symbol Interference (ISI) causing noticeable
degradation in signal quality [2].
C. Fading Characteristics
In multipath fading, the received signal experiences
variation in its amplitude, phase and angle of arrival in a
multipath propagation environment. As a result they might
add either constructively or destructively leading to a
complex envelope. Small scale fading has also been
addressed in this channel model due to the fixed deployment
of transmit and receive antenna. If there is no line of vision
signal component and there are multiple reflective paths that
are large in number then small scale fading is termed
Rayleigh fading [6]. When there is a line of vision
component in conjunction with the multiple reflective paths
then small scale fading is described by a Rician pdf, so in
this channel model Rician distribution is used. The key
component of this is the k factor that is the ratio of the direct
component power and the scatter component power [5].
II. LITERATURE CITED
Lee et. al. [5] Here, all simulations are performed by
using Matlab programs. At First, the 88 data bits are
randomly generated for BPSK modulation. Next we use the
function in Matlab named as rsenc (msg,N,K,varargin) to
perform Reed-Solomon encoding with the output of 96 bits
(8 code word bits). Later, the 96 bits are input of Viterbi
(msg , template , Tx) in order to perform Convolution
encoding. At this stage, the output of data stream is 192 bits.
Next, the task of interleaving 192 bits is carried on by using
intrlv (data, elements). Now, it is ready to change the data in
form of bit information to be symbols. For BPSK, the
number of bits is equal to the number of symbols. The
function to modulate data is called as pskmod (x,M) in
which pskdemod (x,M) is a function to demodulate signal.
Loutfi et.al. [7] The simulation result shown in this
paper infers that mobile WiMAX system using Turbo
coding provides BER of 10-5 at Eb/No of 14 dB which is
better than LDPC coding by providing BER of 10-4 for
QPSK modulation scheme in the presence of Rayleigh
fading channel.
Ghosh et.al. The performance analysis of WiMAX
802.26e physical layer model, simulation is performed by
considering the standard test vectors specified in the
WIMAX standard. BER Verses SNR. BER is the number of
error bits occurs within one second in transmitted signal.
BER define mathematically as follow. When the transmitter
and receiver’s medium are good in a particular time and
Signal-to-Noise Ratio is high, and then Bit Error rate is very
low. In our thesis simulation we generated random signal
when noise occurs after that we got the value of Bit error
rate.
SNR= Signal Power/Noise Power
SNR= (Signal Amplitude/Noise Amplitude) 2
International Journal of Technical Research and Applications e-ISSN: 2320-8163,
www.ijtra.com Volume 2, Issue 5 (Sep-Oct 2014), PP. 97-99
98 | P a g e
Khan et.al. [11] The WiMAX MAC (Medium Access
Control) layer simulink model is used; we use AWGN
(Additive White Gaussian Noise) and different modulation
schemes used like QPSK (Quadrature Phase Shift Keying)
and QAM (Quadrature Amplitude Modulation).
Chowdhury et.al. [8] The performance of WiMAX
MAC layer is based on the simulation results. Mobile
WiMAX system using LDPC coding and Turbo coding and
MIMO model is simulated for different modulation schemes
such as QPSK and 16-QAM under Rayleigh fading channel
with the help of MATLAB.
Grewal et.al. [9] It is inferred that mobile WiMAX
system using LDPC coding has BER of approximately 10-4
at 9 dB of Eb/No for QPSK modulation. But, the BER is
approximately 10-4 at 13 dB of Eb/No for 16-QAM
modulation under Rayleigh channel.
Neha et.al. [10] BER performance of Mobile WiMAX
system using LDPC and Turbo coding is determined and
compared for above mentioned modulation schemes in the
presence of Rayleigh channel. Further, BER analysis of
mobile WiMAX system using MIMO model with STBC and
STTC is calculated as compared between STBC and STTC.
III. MATERIALS AND METHODS
A. WiMAX System Modelling Using Rician Fading
Channel
The third variation in the modelling of WiMAX product
is with the replacement of Rayleigh channel by Rician
channel. For sub cities where there can be the prospects for
realizing the line of vision path in conjunction with
multipath structure, the wireless channel must be modeled as
the Rician channel and that is again the real time realization
of fading phenomenon of the wireless systems. In the
modeling of the Rician channel the multipath variations of
signal are superimposed over the line of sight component
which increases the overall strength of the whole
information at the receiver.[12]
Rician fading is characterized by a factor, which is
expressed as the power ratio of the secular (los or dominant
path) component to the diffused component. This ratio, k,
defines how in close proximity to Rayleigh statistics the
channel is. In fact when k=infinite, there isn't any and when
k=0, this method for Rayleigh fading. The ratio is expressed
linearly and not in decibels. While the Average path gain
vector parameter manages the overall gain through the
channel, the K-factor parameter controls the gain’s partition
into line-of-sight and diffuses components [4]. The other
blocks and properties of WiMAX model will continue to be
the same. [1]
B. Implementation
We have done the following for implementation and
analysis:
In this semester, I had implemented the Mobile
WIMAX simulation model by using Multipath Rician
Fading Channel. The throughput of the model is being
analysed and it is compared with the results already given
for various other channels. Basic encoding and modulation
method remain the same which had been used by other
channels for the comparison. I had used MATLAB software
to implement different functions related to this simulation
model. Various parameters which can affect the throughput
of the model are defined beforehand. Different metrics are
chosen to perform the evaluation and results are represented
in tabular and graphical from [7].
C. Methodology Used
The methodology which we have used to develop the
WiMAX Modelling using ideal Rician Channel for the
physical layer is given as follows:
1. The first step which had been followed is to
generate a random data stream of length 4400 bit
which we have used as the input binary data. We
have used Matlab 7 version in which data input of
bits is done by using inbuilt function of the Matlab.
We have used the random function which is used to
divide and assemble the data so that it nis possible
to convert long sequences of 0's or 1's in a random
sequence. If the input is given in a proper way then
it is possible to have better coding performance.
2. After the data is input then we have to check the
errors in data. There are many inbuilt functions
available In Matlab which can used for error
checking. The encoded data after error checking is
used to perform rated convolutional encoding. The
interleaving function is applied on the encoding
data.
3. Then various digital modulation techniques like
QAM, 16-QAM and 64-QAM, are specified for
WiMAX Physical layer so that we can say that it is
used to modulate the encoded data.
IV. RESULTS AND DISCUSSION
In this part of the report, we will presents and discuss all of
the results obtained by the computer simulation program
written in Matlab7. We have analyzed the wireless
communication system considering AWGN, Rayleigh
Fading and Rician Fading channel.
In the figure given above, we have performed all the
calculations with the synthetically generated data. The
results are shown in terms of bit energy to noise power
spectral density ratio (Eb/No) and bit error rate (BER) for
original values of system parameters. By varying SNR, we
have plotted Eb/No vs. BER by using the “semiology”
function. The Bit Error Rate (BER) plot obtained in the
performance analysis showed that simulator is valid for
Signal to Noise Ratio (SNR) less than 25 dB.
International Journal of Technical Research and Applications e-ISSN: 2320-8163,
www.ijtra.com Volume 2, Issue 5 (Sep-Oct 2014), PP. 97-99
99 | P a g e
Simulation results in figure above shows the performance of
the system over AWGN and fading (Rayleigh & Rician)
channels using modulation scheme. In this research work, it
has been shown that the performance of an OFDM based
WIMAX Communication system adopting different coding
schemes and digital modulation scheme.
The performance of Rician fading channel is worse than that
of AWGN channel and better than that of Rayleigh fading
channel. Because Rician fading channel has higher BER
than AWGN channel and lower than Rayleigh fading
channel. BER of this channel has not been much affected by
noise. The elapsed time taken for the implementation of the
simulation is reduced as compared to other models. The path
gain values for the Rician fading model are given foe certain
points as well as a total value.
V. CONCLUSION
This thesis presents performance over MAC layer under
various modulation schemes in Rician channel. A key
performance way of measuring a wireless communication
equipment is the SNR versus PER. It might be figured for a
certain price of SNR at some signal power the performance
in relation to BER is less in QAM system compared to a
QPSK system.
To realize ideal conditions of propagation of WiMAX
system, the modeling can be achieved by assuming the
international calls highly efficient path i.e. AWGN channel.
For understanding the real time multipath structure of
WiMAX model, the channel is simulated as Rayleigh
channel in worst scenario wherein the performance in terms
of fading can be improved by changing the valuation on
Doppler shift. With the same criterion, the presence of line
of vision is usually justified by modeling WiMAX with
Rician channel. Also the performance can be improved by
implementing of antenna diversity techniques with BLAST
and also STBC with fading channel scenario.
REFERENCES
[1] Fan Wang, Amitava Ghosh, Chandy Sankaran, Philip J.
Fleming, Frank Hsieh and Stanley J. Benes, “Mobile
WiMAX Systems: Performance and Evolution”, IEEE
Communications Magazine, ISSN: 0163-6804,Volume 46,
Issue 10, pp. 41-49, October 2008.
[2] IEEE 802.16-2006: “IEEE standard for Local and
Metropolitan Area Network- Part 16: Air Interface for Fixed
Broadband Wireless Access Systems”.
[3] IEEE 802.16e-2005, “IEEE Standard for Local and
Metropolitan Area Networks, part 16, Air Interface for Fixed
and Mobile Broadband Wireless Access Systems”, IEEE
Press, 2006.
[4] IEEE 802.16-2004, “IEEE Standard for Local and
Metropolitan Area Networks Part 16: Air Interface for Fixed
Broadband Wireless Access Systems”, Re v. of IEEE 802.16-
2001, 1 Oct.2001.
[5] J. El-Najjar, B. Jaumard, C. Assi, “Minimizing Interference
in WiMAX 802.16 based Mesh Networks with Centralized
Scheduling,” Global Telecommunications Conference, New
Orleans, LA, USA, pp.1-6, 30Nov.–4 Dec., 2008.
[6] K. Lee and D. Williams, “A space-time coded transmitter
diversity technique for frequency selective fading channels,
“Proceedings of IEEE Sensor Array and Multichannel Signal
Processing Workshop, Cambridge, Mass, USA, pp.149–152,
March, 2000.
[7] M. Patidar, R. Dubey, and N.K. Jain “Performanc analysis of
WiMAX 802.16e Physical Layer model” proceeding 2012
Ninth International conference on, 2012, pp. 1-5.
[8] Muhammad Nadeem Khan, Sabir Ghauri , “The WiMAX
802.16e Physical Layer Model” , University of the West of
England, United Kingdom.
[9] Nuaymi Loutfi, 2007, WiMAX Technology for Broadband
Wireless Access, Wiley London.
[10] “Performance Analysis of WiMAX PHY” by S.M. Lalan
Chowdhury, P. Venkateswaran, IEEE CASCOM Post
Graduate Student Paper Conference 2010 jadavpur
university, Kolkata, pp.13-16,Nov, 2010.
[11] “Simulation of WiMAX 802.16 MAC Layer Model:
Experimental Results” by Neha Rathore, IJ ECT Vol. 3
Issue 1, Jan.- March 2012, R.K.D.F. Institute of Technology
& Science, Bhopal, MP,India.
[12] “The WiMAX 802.16e Physical Layer Model” by
Muhammad Nadeem Khan, Sabir Ghauri, University of West
of England, United Kingdom.
[13] V. Grewal, A. K. Sharma, “On performance
Enhancement of WiMAX PHY Layer with Turbo coding for
Mobile Environments”, International Journal of Advanced
Science and Technology, Volume 31, pp.37-46, June, 2011.

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THROUGHPUT ANALYSIS OF MOBILE WIMAX NETWORK UNDER MULTIPATH RICIAN FADING CHANNEL

  • 1. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 2, Issue 5 (Sep-Oct 2014), PP. 97-99 97 | P a g e THROUGHPUT ANALYSIS OF MOBILE WIMAX NETWORK UNDER MULTIPATH RICIAN FADING CHANNEL Sunil Kumar Gupta, Jyotsna Sengupta Department of Computer Science, Punjabi university Patiala (147002) abr_sunil@yahoo.com, Jyotsna.sengupta@gmail.com Abstract — The Mobile WiMAX simulation model is implemented by using MATLAB code. The simulation model consists of different phases which will help us to model the transmitter and receiver section. In the next phase, the data is being modulated by using the modulation methods QPSK and QAM followed by OFDM transmitter. These phases can be used to show the performance of these modulation methods under varying condition. The Multipath Rician fading model is implemented to introduce the fading in the transmitter data. Receiver section is used to receive data from channel will be fed into the OFDM demodulation. In the next phase, Fast Fourier Transform is used to disassemble OFDM frame. After that convolution encoding is applied to data and interleaving is carried on by using MATLAB function. BPSK method is used to change the data in the form of bit information to be symbols. We had used Different functions to modulate and demodulate data. I. INTRODUCTION A. What is WiMAX? World Wide Interoperability for Micro Wave Access is the IEEE 802.16 standard, that specifies a frequency band in the range from 10 GHz to 66 GHz. Basically WiMAX is a wireless internet that's able to covering a wide geographic area by serving a vast selection of users at a very low cost. It particularizes a metropolitan area networking protocol which not only provides a wireless alternative for cable, Digital Subscriber Line (DSL) and T1 level services for last mile broadband access and also provides a backhaul for 802.11 hotspots and automobile higher data rates WiMAX is usually more established in cellular sector [1]. B. Multipath delay spread The channel impulse response of a wireless channel looks like a compilation of pulses, due to the multipath reflections. The volume of pulses that may be eminent is very large, and depends on the time resolution of the communication or measurement system. So because of the non line of vision propagation nature of the WiMAX OFDM, we have to address multipath delay spread in this channel model. To handle the effect of multipath propagation, the delay spread parameter is employed. It depends on terrain, distance, antenna directivity and additional factors [3]. We can show a LOS and multipath scenario. It shows that at different time, multiple reflections of the same signal come to the receiver. This might result in an Inter symbol Interference (ISI) causing noticeable degradation in signal quality [2]. C. Fading Characteristics In multipath fading, the received signal experiences variation in its amplitude, phase and angle of arrival in a multipath propagation environment. As a result they might add either constructively or destructively leading to a complex envelope. Small scale fading has also been addressed in this channel model due to the fixed deployment of transmit and receive antenna. If there is no line of vision signal component and there are multiple reflective paths that are large in number then small scale fading is termed Rayleigh fading [6]. When there is a line of vision component in conjunction with the multiple reflective paths then small scale fading is described by a Rician pdf, so in this channel model Rician distribution is used. The key component of this is the k factor that is the ratio of the direct component power and the scatter component power [5]. II. LITERATURE CITED Lee et. al. [5] Here, all simulations are performed by using Matlab programs. At First, the 88 data bits are randomly generated for BPSK modulation. Next we use the function in Matlab named as rsenc (msg,N,K,varargin) to perform Reed-Solomon encoding with the output of 96 bits (8 code word bits). Later, the 96 bits are input of Viterbi (msg , template , Tx) in order to perform Convolution encoding. At this stage, the output of data stream is 192 bits. Next, the task of interleaving 192 bits is carried on by using intrlv (data, elements). Now, it is ready to change the data in form of bit information to be symbols. For BPSK, the number of bits is equal to the number of symbols. The function to modulate data is called as pskmod (x,M) in which pskdemod (x,M) is a function to demodulate signal. Loutfi et.al. [7] The simulation result shown in this paper infers that mobile WiMAX system using Turbo coding provides BER of 10-5 at Eb/No of 14 dB which is better than LDPC coding by providing BER of 10-4 for QPSK modulation scheme in the presence of Rayleigh fading channel. Ghosh et.al. The performance analysis of WiMAX 802.26e physical layer model, simulation is performed by considering the standard test vectors specified in the WIMAX standard. BER Verses SNR. BER is the number of error bits occurs within one second in transmitted signal. BER define mathematically as follow. When the transmitter and receiver’s medium are good in a particular time and Signal-to-Noise Ratio is high, and then Bit Error rate is very low. In our thesis simulation we generated random signal when noise occurs after that we got the value of Bit error rate. SNR= Signal Power/Noise Power SNR= (Signal Amplitude/Noise Amplitude) 2
  • 2. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 2, Issue 5 (Sep-Oct 2014), PP. 97-99 98 | P a g e Khan et.al. [11] The WiMAX MAC (Medium Access Control) layer simulink model is used; we use AWGN (Additive White Gaussian Noise) and different modulation schemes used like QPSK (Quadrature Phase Shift Keying) and QAM (Quadrature Amplitude Modulation). Chowdhury et.al. [8] The performance of WiMAX MAC layer is based on the simulation results. Mobile WiMAX system using LDPC coding and Turbo coding and MIMO model is simulated for different modulation schemes such as QPSK and 16-QAM under Rayleigh fading channel with the help of MATLAB. Grewal et.al. [9] It is inferred that mobile WiMAX system using LDPC coding has BER of approximately 10-4 at 9 dB of Eb/No for QPSK modulation. But, the BER is approximately 10-4 at 13 dB of Eb/No for 16-QAM modulation under Rayleigh channel. Neha et.al. [10] BER performance of Mobile WiMAX system using LDPC and Turbo coding is determined and compared for above mentioned modulation schemes in the presence of Rayleigh channel. Further, BER analysis of mobile WiMAX system using MIMO model with STBC and STTC is calculated as compared between STBC and STTC. III. MATERIALS AND METHODS A. WiMAX System Modelling Using Rician Fading Channel The third variation in the modelling of WiMAX product is with the replacement of Rayleigh channel by Rician channel. For sub cities where there can be the prospects for realizing the line of vision path in conjunction with multipath structure, the wireless channel must be modeled as the Rician channel and that is again the real time realization of fading phenomenon of the wireless systems. In the modeling of the Rician channel the multipath variations of signal are superimposed over the line of sight component which increases the overall strength of the whole information at the receiver.[12] Rician fading is characterized by a factor, which is expressed as the power ratio of the secular (los or dominant path) component to the diffused component. This ratio, k, defines how in close proximity to Rayleigh statistics the channel is. In fact when k=infinite, there isn't any and when k=0, this method for Rayleigh fading. The ratio is expressed linearly and not in decibels. While the Average path gain vector parameter manages the overall gain through the channel, the K-factor parameter controls the gain’s partition into line-of-sight and diffuses components [4]. The other blocks and properties of WiMAX model will continue to be the same. [1] B. Implementation We have done the following for implementation and analysis: In this semester, I had implemented the Mobile WIMAX simulation model by using Multipath Rician Fading Channel. The throughput of the model is being analysed and it is compared with the results already given for various other channels. Basic encoding and modulation method remain the same which had been used by other channels for the comparison. I had used MATLAB software to implement different functions related to this simulation model. Various parameters which can affect the throughput of the model are defined beforehand. Different metrics are chosen to perform the evaluation and results are represented in tabular and graphical from [7]. C. Methodology Used The methodology which we have used to develop the WiMAX Modelling using ideal Rician Channel for the physical layer is given as follows: 1. The first step which had been followed is to generate a random data stream of length 4400 bit which we have used as the input binary data. We have used Matlab 7 version in which data input of bits is done by using inbuilt function of the Matlab. We have used the random function which is used to divide and assemble the data so that it nis possible to convert long sequences of 0's or 1's in a random sequence. If the input is given in a proper way then it is possible to have better coding performance. 2. After the data is input then we have to check the errors in data. There are many inbuilt functions available In Matlab which can used for error checking. The encoded data after error checking is used to perform rated convolutional encoding. The interleaving function is applied on the encoding data. 3. Then various digital modulation techniques like QAM, 16-QAM and 64-QAM, are specified for WiMAX Physical layer so that we can say that it is used to modulate the encoded data. IV. RESULTS AND DISCUSSION In this part of the report, we will presents and discuss all of the results obtained by the computer simulation program written in Matlab7. We have analyzed the wireless communication system considering AWGN, Rayleigh Fading and Rician Fading channel. In the figure given above, we have performed all the calculations with the synthetically generated data. The results are shown in terms of bit energy to noise power spectral density ratio (Eb/No) and bit error rate (BER) for original values of system parameters. By varying SNR, we have plotted Eb/No vs. BER by using the “semiology” function. The Bit Error Rate (BER) plot obtained in the performance analysis showed that simulator is valid for Signal to Noise Ratio (SNR) less than 25 dB.
  • 3. International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 2, Issue 5 (Sep-Oct 2014), PP. 97-99 99 | P a g e Simulation results in figure above shows the performance of the system over AWGN and fading (Rayleigh & Rician) channels using modulation scheme. In this research work, it has been shown that the performance of an OFDM based WIMAX Communication system adopting different coding schemes and digital modulation scheme. The performance of Rician fading channel is worse than that of AWGN channel and better than that of Rayleigh fading channel. Because Rician fading channel has higher BER than AWGN channel and lower than Rayleigh fading channel. BER of this channel has not been much affected by noise. The elapsed time taken for the implementation of the simulation is reduced as compared to other models. The path gain values for the Rician fading model are given foe certain points as well as a total value. V. CONCLUSION This thesis presents performance over MAC layer under various modulation schemes in Rician channel. A key performance way of measuring a wireless communication equipment is the SNR versus PER. It might be figured for a certain price of SNR at some signal power the performance in relation to BER is less in QAM system compared to a QPSK system. To realize ideal conditions of propagation of WiMAX system, the modeling can be achieved by assuming the international calls highly efficient path i.e. AWGN channel. For understanding the real time multipath structure of WiMAX model, the channel is simulated as Rayleigh channel in worst scenario wherein the performance in terms of fading can be improved by changing the valuation on Doppler shift. With the same criterion, the presence of line of vision is usually justified by modeling WiMAX with Rician channel. Also the performance can be improved by implementing of antenna diversity techniques with BLAST and also STBC with fading channel scenario. REFERENCES [1] Fan Wang, Amitava Ghosh, Chandy Sankaran, Philip J. Fleming, Frank Hsieh and Stanley J. Benes, “Mobile WiMAX Systems: Performance and Evolution”, IEEE Communications Magazine, ISSN: 0163-6804,Volume 46, Issue 10, pp. 41-49, October 2008. [2] IEEE 802.16-2006: “IEEE standard for Local and Metropolitan Area Network- Part 16: Air Interface for Fixed Broadband Wireless Access Systems”. [3] IEEE 802.16e-2005, “IEEE Standard for Local and Metropolitan Area Networks, part 16, Air Interface for Fixed and Mobile Broadband Wireless Access Systems”, IEEE Press, 2006. [4] IEEE 802.16-2004, “IEEE Standard for Local and Metropolitan Area Networks Part 16: Air Interface for Fixed Broadband Wireless Access Systems”, Re v. of IEEE 802.16- 2001, 1 Oct.2001. [5] J. El-Najjar, B. Jaumard, C. Assi, “Minimizing Interference in WiMAX 802.16 based Mesh Networks with Centralized Scheduling,” Global Telecommunications Conference, New Orleans, LA, USA, pp.1-6, 30Nov.–4 Dec., 2008. [6] K. Lee and D. Williams, “A space-time coded transmitter diversity technique for frequency selective fading channels, “Proceedings of IEEE Sensor Array and Multichannel Signal Processing Workshop, Cambridge, Mass, USA, pp.149–152, March, 2000. [7] M. Patidar, R. Dubey, and N.K. Jain “Performanc analysis of WiMAX 802.16e Physical Layer model” proceeding 2012 Ninth International conference on, 2012, pp. 1-5. [8] Muhammad Nadeem Khan, Sabir Ghauri , “The WiMAX 802.16e Physical Layer Model” , University of the West of England, United Kingdom. [9] Nuaymi Loutfi, 2007, WiMAX Technology for Broadband Wireless Access, Wiley London. [10] “Performance Analysis of WiMAX PHY” by S.M. Lalan Chowdhury, P. Venkateswaran, IEEE CASCOM Post Graduate Student Paper Conference 2010 jadavpur university, Kolkata, pp.13-16,Nov, 2010. [11] “Simulation of WiMAX 802.16 MAC Layer Model: Experimental Results” by Neha Rathore, IJ ECT Vol. 3 Issue 1, Jan.- March 2012, R.K.D.F. Institute of Technology & Science, Bhopal, MP,India. [12] “The WiMAX 802.16e Physical Layer Model” by Muhammad Nadeem Khan, Sabir Ghauri, University of West of England, United Kingdom. [13] V. Grewal, A. K. Sharma, “On performance Enhancement of WiMAX PHY Layer with Turbo coding for Mobile Environments”, International Journal of Advanced Science and Technology, Volume 31, pp.37-46, June, 2011.