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IOSR Journal of Electronics and Communication Engineering (IOSR-JECE)
e-ISSN: 2278-2834,p- ISSN: 2278-8735.Volume 10, Issue 1, Ver. III (Jan - Feb. 2015), PP 87-90
www.iosrjournals.org
DOI: 10.9790/2834-10138790 www.iosrjournals.org 87 | Page
OFDM PAPR Reduction by Shifting Two Null Subcarriers
among Two Data Subcarriers
Rupesh L. Patil1
, S. K. Sudhansu2
1
P. G. Dept., MBES College of Engineering, Ambajogai, India, 431 517
2
P. G. Dept., MBES College of Engineering, Ambajogai, India, 431 517
Abstract: Orthogonal frequency division multiplexing (OFDM) is an attractive modulation technique for
transmitting large amount of digital data over radio waves. High PAPR of the transmit signal is major
drawback of OFDM. Proposed method promises PAPR reduction by shifting and switching null subcarrier with
data subcarrier. When it is compared with existing reduction techniques (Such as Shifting Null Subcarrier
among Data Subcarrier, Interleaving Technique, PTS, SLM, Tone rejection etc), the proposed method is
compatible with current commercial system. The MATLAB simulations show a PAPR reduction of around 1.4dB
using the proposed method than the existing methods also BER performance of proposed method is much better
than that of existing methods.
Keywords: Orthogonal frequency division multiplexing, peak-to-average power ratio, intersymbol interference,
null subcarriers.
I. Introduction
Orthogonal frequency division multiplexing (OFDM) is a special case of multi carrier transmission,
where a single data stream is transmitted over a number of lower rate subcarriers [8][9]. In single carrier system,
if signal gets faded or interfered, then entire link gets failed, where as in a multicarrier system, only a small
percentage of the subcarriers will be affected. It is very easy and efficient in dealing with multipath fading and
robust again narrow band interference [14]. It has been widely adopted in many international standards; out of
these standards we used IEEE 802.11a for proposed method.
High PAPR is one of the most serious problems in OFDM system [8][9]. To transmit signals with high
PAPR, it requires power amplifiers with very high power scope. These kinds of amplifiers are very expensive
and have low efficiency-cost factor. This gives rise to non-linear distortion which changes the superposition of
the signal spectrum [3] resulting in performance degradation.
The PAPR issue and its drawbacks are discussed in many papers. Such as PAPR reduction in OFDM
by shifting null and data subcarriers is suggested as, “OFDM PAPR Reduction by Shifting Null Subcarriers
Among Data Subcarriers,” by Bo Wang, Pin-Han Ho, and Chih-Hao Lin [1]. “PAPR Reduction of OFDM
Signals Using Partial Transmit Sequence: An Optimal Approach Using Sphere Decoding,” by Ali Alavi and
Chintha Tellambura [2]. “Peak-to-Average power ratio Reduction using OFDM Null subcarriers,” by
Wang,Bo[10]. “Dynamic null-data subcarrier switching for OFDM PAPR reduction with low computational
overhead,” by S. Ahmed and M. Kawai[11]. “An overview: peak-to-average power ratio reduction techniques
for OFDM signals,” by T. Jiang and Y. Wu [7] et.al which explain the new PAPR reduction techniques, which
reduces the PAPR of OFDM system with many other advantages.
In classical parallel data system, the total signal frequency band is divided in to non overlapping
frequency subchannels. Each subchannel is modulated with separate symbol and then these subchannels are
frequency multiplexed. It results it avoids spectral overlap to eliminate Interchannel Interference (ICI) [9].
However it leads inefficient use of available spectrum. Orthogonal word indicates that there is a precise
mathematical relationship between frequencies of the carrier system. These orthogonal signals follows: Each
subcarrier has exactly an integer number of cycles in FFT interval and number of cycles between adjacent
subcarriers differs by exactly one. For integer number of cycles, all smoothing windows yields the same peak
amplitude reading and have excellent amplitude accuracy side lobes do not appear because spectrum of the
smoothing window approaches zero at Δf intervals (distance between subcarriers in frequency domain) on either
side of the main lobe. At transmitter IFFT acts as specialized multiplexer also it takes complex numbers
representing the modulated subcarriers.
PAPR reduction techniques classified on Distortion based technique in which the time domain signals
are directly suppressed for which the power signal exceeds a certain threshold level. (e.g. Clipping Technique,
PTS etc.) [2]. and Redundancy based technique in which number of candidate signals are generated and then
selects the one candidate signal which will have lowest PAPR for transmission (e.g. Null Switching Method,
SLM, etc.)[1][10]. In proposed method, null subcarrier which is used as guard band to avoid aliasing effect also
OFDM PAPR Reduction by Shifting Two Null Subcarriers among Two Data Subcarriers
DOI: 10.9790/2834-10138790 www.iosrjournals.org 88 | Page
it is known as unused carriers with zero transmit energy. In IEEE 802.11a, 6 null subcarriers at low frequency
end and 5 null subcarriers at high frequency end [12].
II. Proposed Method
Consider OFDM transmission splits the high rate data stream into S sub streams of the lower data rate
i.e. parallel system divide the available bandwidth into S non overlapping subchannels with ascending
frequencies set {fs, s = 1, 2,..., S}. the total S subcarriers are the combination of data subcarriers(D) and null
subcarriers(N), where for N ascending frequency set {fn,n=1,2,..., N} and for D ascending frequency set {fd,d =
1, 2,…., S − N}.
Moreover, fn ≠fd, ∀n,d. Assigned to the data subcarriers at {fd, 1 ≤ d ≤ S − N} are, respectively, the M-ary data
symbols {.xd, d = 1, · · · , L − N}, taken from a quadrature amplitude modulation (QAM) constellation.
Null Switching Method
Before Switching
Null Subcarrier Data Subcarrier
After Switching
Proposed Null Switching Method
Before Switching
Null Subcarrier Data Subcarrier
After Switching
Fig. 1. Comparison between Null Switching method[1] and Proposed Null Switching method
Null Subcarrier Among Data Subcarrier
Before Shifting
Null Subcarrier Data Subcarrier
After Shifting
Proposed Null Subcarrier Among Data Subcarrier
Before Shifting
Null Subcarrier Data Subcarrier
After Switching
Fig. 2. Shifting Null Subcarrier Among Data Subcarrier[1] and Proposed Shifting Null Subcarrier
Among Data Subcarrier
From Fig. 1 and 2, without changing the values of total subcarrier, data subcarrier and null subcarrier,
we need to shifts P elements to generate number of candidates and then selects one candidate which will have
lowest PAPR for transmission. For finding shifting possibilities we can derive using
OFDM PAPR Reduction by Shifting Two Null Subcarriers among Two Data Subcarriers
DOI: 10.9790/2834-10138790 www.iosrjournals.org 89 | Page
= (1)
The designing of null subcarrier in standard is at low frequency end is one more than that at high frequency end
when shifting element is even and vice versa. Proposed method requires low CSI, for maintaining the
synchronization between transmitter and receiver which helps to recover data subcarrier as in its original form
i.e. sequencing back to original format which were changed due to various shifting to get one of the candidate
which having lowest PAPR. Here two proposed methods are derived from existing reduction techniques which
shown in figure.
III. Simulations
The standard IEEE 802.11a ensures appropriate candidate which has minimum PAPR after shifting of
null subcarrier. An 802.11a OFDM carrier signal (burst type) is the sum of one or more OFDM symbols each
comprised of 52 orthogonal subcarriers with baseband data on each subcarrier being independently modulated
using Quadrature amplitude modulation (QAM). This composite baseband signal is used to modulate a main RF
carrier.
To begin the OFDM signal creation process, the input bit stream is encoded with convolution coding
and interleaving. Each data stream is divided into group of 4 bits because here we are using 16-QAM and then
converts into complex numbers representing the mapped constellation point. 52 bins of the IFFT
block are loaded. Out of these 48 bins contains constellation points which are mapped into frequency offset
indexes ranging from -26 to +26, skipping the 4 pilot and zero bins. There are 4 pilot subcarrier inserted into
frequency offset index location -21,-7, +7 and +21. The zero bin is the Null or DC subcarrier (contains 0 value
i.e. 0+0j) and is not used. When the IFFT block is completely loaded, the IFFT computed, giving a set of
complex time domain samples representing the combined OFDM subcarrier waveform. In between each OFDM
symbols preamble is used for synchronization and concatenated together, in this way OFDM burst is
transmitted.
Fig. 3. The PAPR’s CCDF @ [1], Switching by 3 & 2 Null subcarrier, Null switching and .
Fig. 3 shows the PAPR values of various reduction techniques, here proposed null switching method
i.e. 2-null switching (≈ 7.8dB) is better than Null switching method i.e. 1-null switching (≈ 8.5dB) based on
same computational complexity also graph shows proposed shifting null subcarrier among data subcarrier
method i.e. (≈ 6.7dB) is better than shifting null subcarrier among data subcarrier method i.e. (≈
9.2dB) [1]. Comparing all methods, Shifting Null Subcarrier among Data Subcarrier Method is better than other
methods. Figure 4 shows that the BER performance of proposed null subcarrier among data subcarrier method
(≈ 14.8dB) is close to that of Shifting at (≈15.3dB) [1]. But when comparing both with proposed null
OFDM PAPR Reduction by Shifting Two Null Subcarriers among Two Data Subcarriers
DOI: 10.9790/2834-10138790 www.iosrjournals.org 90 | Page
switching i.e. 2-null switching (>15.3dB) is not better one. As we have seen in Fig. 3 PAPR performance of
proposed Null switching method i.e. 2-null switching is better than Null switching method i.e. 1-null switching
and shifting null subcarrier among data subcarrier method i.e. [1]. But in case of BER performance is
not good as shown in Fig. 4.
Fig. 4. BER against SNR at with [1], Switching by 3 & 2 Null subcarrier and .
IV. Conclusion
The simulation results have demonstrated the effectiveness of the approach for a 16 QAM modulation
scheme and had been evaluated in terms of BER versus SNR. The results clearly show the effectiveness of our
proposed algorithm, as well as ability to achieve large reduction in PAPR by keeping constant performance of
BER.
References
[1] Bo Wang, Pin-Han Ho, and Chih-Hao Lin“OFDM PAPR Reduction by Shifting Null Subcarriers Among Data Subcarriers”, IEEE
Communication Letters, Vol. 16, No.9, Sept 2012.
[2] Ali Alavi, Chintha Tellambura, Senior Member, IEEE, and Ivan Fair “PAPR Reduction of OFDM Signals Using Partial Transmit
Sequence: An Optimal Approach Using Sphere Decoding”, IEEE Communications Letters, Vol. 9, No. 11, November 2005.
[3] Haijian ZHANG, Didier LE RUYET, Michel TERRE “Spectral Efficiency Analysis in OFDM and OFDM/OQAM based Cognitive
Radio Networks” Electronics and Communications Laboratory, CNAM Paris, France.
[4] S. H. Han and J. H. Lee, “An overview of peak-to-average power ratio reduction techniques for multicarrier transmission,” IEEE
Wireless Commun., pp. 56–65, Apr. 2005.
[5] Aida Zaier and Ridha Bouallegue “Blind channel estimation enhancement for MIMO- OFDM systems under high mobility
conditions”, International Journal of Wireless & Mobile Networks (IJWMN) Vol. 4, No. 1, February 2012 DOI :
10.5121/ijwmn.2012.4115 207.
[6] Umar Faruq “Peak-To–Average Power Ratio Reduction of OFDM Signals” IOSR Journal of Electronics and Communication
Engineering (IOSR-JECE) ISSN: 2278-2834, ISBN: 2278-8735. Volume 3, Issue 2 (Sep-Oct. 2012).
[7] T. Jiang and Y. Wu, “An overview: peak-to-average power ratio reduction techniques for OFDM signals” IEEE Trans. Broadcast.,
vol. 54, no. 2, pp. 257–268, June 2008.
[8] The Basic Principles of OFDM, CCU Wireless Access Tech. Lab.
[9] Ho Chin Keong “Overview on OFDM Design” Communication Systems & Signal Processing Centre for Wireless Communications
National University of Singapore November 9, 2001.
[10] Wang, Bo “Peak-to-Average power ratio Reduction using OFDM Null subcarriers ” The Hongkong Polytechnic University
Department of Electronics and Information Engineering January 2011.
[11] S. Ahmed and M. Kawai “Dynamic null-data subcarrier switching for OFDM PAPR reduction with low computational overhead”
Electronics Letters 26th April 2012 Vol. 48 No. 9.
[12] Szymon Grabski, Krzysztof Szczypiorski “Steganography in OFDM Symbols of Fast IEEE 802.11n Networks”, Institute of
Telecommunications Warsaw University of Technology Warsaw, Poland 2013, IEEE Security and Privacy Workshop.
[13] Dr.Ali Muqaibel, Review of Digital Communication Fundamentals V2.0, Digital Communication II.
[14] Hlaing Minn, Member, IEEE, Vijay K. Bhargava, Fellow, IEEE, and Khaled Ben Letaief, Fellow, IEEE “A Robust Timing and
Frequency Synchronization for OFDM Systems”. IEEE Transactions on Wireless Communications, Vol. 2, No. 4, July 2003.

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OFDM PAPR Reduction by Shifting Two Null Subcarriers among Two Data Subcarriers

  • 1. IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) e-ISSN: 2278-2834,p- ISSN: 2278-8735.Volume 10, Issue 1, Ver. III (Jan - Feb. 2015), PP 87-90 www.iosrjournals.org DOI: 10.9790/2834-10138790 www.iosrjournals.org 87 | Page OFDM PAPR Reduction by Shifting Two Null Subcarriers among Two Data Subcarriers Rupesh L. Patil1 , S. K. Sudhansu2 1 P. G. Dept., MBES College of Engineering, Ambajogai, India, 431 517 2 P. G. Dept., MBES College of Engineering, Ambajogai, India, 431 517 Abstract: Orthogonal frequency division multiplexing (OFDM) is an attractive modulation technique for transmitting large amount of digital data over radio waves. High PAPR of the transmit signal is major drawback of OFDM. Proposed method promises PAPR reduction by shifting and switching null subcarrier with data subcarrier. When it is compared with existing reduction techniques (Such as Shifting Null Subcarrier among Data Subcarrier, Interleaving Technique, PTS, SLM, Tone rejection etc), the proposed method is compatible with current commercial system. The MATLAB simulations show a PAPR reduction of around 1.4dB using the proposed method than the existing methods also BER performance of proposed method is much better than that of existing methods. Keywords: Orthogonal frequency division multiplexing, peak-to-average power ratio, intersymbol interference, null subcarriers. I. Introduction Orthogonal frequency division multiplexing (OFDM) is a special case of multi carrier transmission, where a single data stream is transmitted over a number of lower rate subcarriers [8][9]. In single carrier system, if signal gets faded or interfered, then entire link gets failed, where as in a multicarrier system, only a small percentage of the subcarriers will be affected. It is very easy and efficient in dealing with multipath fading and robust again narrow band interference [14]. It has been widely adopted in many international standards; out of these standards we used IEEE 802.11a for proposed method. High PAPR is one of the most serious problems in OFDM system [8][9]. To transmit signals with high PAPR, it requires power amplifiers with very high power scope. These kinds of amplifiers are very expensive and have low efficiency-cost factor. This gives rise to non-linear distortion which changes the superposition of the signal spectrum [3] resulting in performance degradation. The PAPR issue and its drawbacks are discussed in many papers. Such as PAPR reduction in OFDM by shifting null and data subcarriers is suggested as, “OFDM PAPR Reduction by Shifting Null Subcarriers Among Data Subcarriers,” by Bo Wang, Pin-Han Ho, and Chih-Hao Lin [1]. “PAPR Reduction of OFDM Signals Using Partial Transmit Sequence: An Optimal Approach Using Sphere Decoding,” by Ali Alavi and Chintha Tellambura [2]. “Peak-to-Average power ratio Reduction using OFDM Null subcarriers,” by Wang,Bo[10]. “Dynamic null-data subcarrier switching for OFDM PAPR reduction with low computational overhead,” by S. Ahmed and M. Kawai[11]. “An overview: peak-to-average power ratio reduction techniques for OFDM signals,” by T. Jiang and Y. Wu [7] et.al which explain the new PAPR reduction techniques, which reduces the PAPR of OFDM system with many other advantages. In classical parallel data system, the total signal frequency band is divided in to non overlapping frequency subchannels. Each subchannel is modulated with separate symbol and then these subchannels are frequency multiplexed. It results it avoids spectral overlap to eliminate Interchannel Interference (ICI) [9]. However it leads inefficient use of available spectrum. Orthogonal word indicates that there is a precise mathematical relationship between frequencies of the carrier system. These orthogonal signals follows: Each subcarrier has exactly an integer number of cycles in FFT interval and number of cycles between adjacent subcarriers differs by exactly one. For integer number of cycles, all smoothing windows yields the same peak amplitude reading and have excellent amplitude accuracy side lobes do not appear because spectrum of the smoothing window approaches zero at Δf intervals (distance between subcarriers in frequency domain) on either side of the main lobe. At transmitter IFFT acts as specialized multiplexer also it takes complex numbers representing the modulated subcarriers. PAPR reduction techniques classified on Distortion based technique in which the time domain signals are directly suppressed for which the power signal exceeds a certain threshold level. (e.g. Clipping Technique, PTS etc.) [2]. and Redundancy based technique in which number of candidate signals are generated and then selects the one candidate signal which will have lowest PAPR for transmission (e.g. Null Switching Method, SLM, etc.)[1][10]. In proposed method, null subcarrier which is used as guard band to avoid aliasing effect also
  • 2. OFDM PAPR Reduction by Shifting Two Null Subcarriers among Two Data Subcarriers DOI: 10.9790/2834-10138790 www.iosrjournals.org 88 | Page it is known as unused carriers with zero transmit energy. In IEEE 802.11a, 6 null subcarriers at low frequency end and 5 null subcarriers at high frequency end [12]. II. Proposed Method Consider OFDM transmission splits the high rate data stream into S sub streams of the lower data rate i.e. parallel system divide the available bandwidth into S non overlapping subchannels with ascending frequencies set {fs, s = 1, 2,..., S}. the total S subcarriers are the combination of data subcarriers(D) and null subcarriers(N), where for N ascending frequency set {fn,n=1,2,..., N} and for D ascending frequency set {fd,d = 1, 2,…., S − N}. Moreover, fn ≠fd, ∀n,d. Assigned to the data subcarriers at {fd, 1 ≤ d ≤ S − N} are, respectively, the M-ary data symbols {.xd, d = 1, · · · , L − N}, taken from a quadrature amplitude modulation (QAM) constellation. Null Switching Method Before Switching Null Subcarrier Data Subcarrier After Switching Proposed Null Switching Method Before Switching Null Subcarrier Data Subcarrier After Switching Fig. 1. Comparison between Null Switching method[1] and Proposed Null Switching method Null Subcarrier Among Data Subcarrier Before Shifting Null Subcarrier Data Subcarrier After Shifting Proposed Null Subcarrier Among Data Subcarrier Before Shifting Null Subcarrier Data Subcarrier After Switching Fig. 2. Shifting Null Subcarrier Among Data Subcarrier[1] and Proposed Shifting Null Subcarrier Among Data Subcarrier From Fig. 1 and 2, without changing the values of total subcarrier, data subcarrier and null subcarrier, we need to shifts P elements to generate number of candidates and then selects one candidate which will have lowest PAPR for transmission. For finding shifting possibilities we can derive using
  • 3. OFDM PAPR Reduction by Shifting Two Null Subcarriers among Two Data Subcarriers DOI: 10.9790/2834-10138790 www.iosrjournals.org 89 | Page = (1) The designing of null subcarrier in standard is at low frequency end is one more than that at high frequency end when shifting element is even and vice versa. Proposed method requires low CSI, for maintaining the synchronization between transmitter and receiver which helps to recover data subcarrier as in its original form i.e. sequencing back to original format which were changed due to various shifting to get one of the candidate which having lowest PAPR. Here two proposed methods are derived from existing reduction techniques which shown in figure. III. Simulations The standard IEEE 802.11a ensures appropriate candidate which has minimum PAPR after shifting of null subcarrier. An 802.11a OFDM carrier signal (burst type) is the sum of one or more OFDM symbols each comprised of 52 orthogonal subcarriers with baseband data on each subcarrier being independently modulated using Quadrature amplitude modulation (QAM). This composite baseband signal is used to modulate a main RF carrier. To begin the OFDM signal creation process, the input bit stream is encoded with convolution coding and interleaving. Each data stream is divided into group of 4 bits because here we are using 16-QAM and then converts into complex numbers representing the mapped constellation point. 52 bins of the IFFT block are loaded. Out of these 48 bins contains constellation points which are mapped into frequency offset indexes ranging from -26 to +26, skipping the 4 pilot and zero bins. There are 4 pilot subcarrier inserted into frequency offset index location -21,-7, +7 and +21. The zero bin is the Null or DC subcarrier (contains 0 value i.e. 0+0j) and is not used. When the IFFT block is completely loaded, the IFFT computed, giving a set of complex time domain samples representing the combined OFDM subcarrier waveform. In between each OFDM symbols preamble is used for synchronization and concatenated together, in this way OFDM burst is transmitted. Fig. 3. The PAPR’s CCDF @ [1], Switching by 3 & 2 Null subcarrier, Null switching and . Fig. 3 shows the PAPR values of various reduction techniques, here proposed null switching method i.e. 2-null switching (≈ 7.8dB) is better than Null switching method i.e. 1-null switching (≈ 8.5dB) based on same computational complexity also graph shows proposed shifting null subcarrier among data subcarrier method i.e. (≈ 6.7dB) is better than shifting null subcarrier among data subcarrier method i.e. (≈ 9.2dB) [1]. Comparing all methods, Shifting Null Subcarrier among Data Subcarrier Method is better than other methods. Figure 4 shows that the BER performance of proposed null subcarrier among data subcarrier method (≈ 14.8dB) is close to that of Shifting at (≈15.3dB) [1]. But when comparing both with proposed null
  • 4. OFDM PAPR Reduction by Shifting Two Null Subcarriers among Two Data Subcarriers DOI: 10.9790/2834-10138790 www.iosrjournals.org 90 | Page switching i.e. 2-null switching (>15.3dB) is not better one. As we have seen in Fig. 3 PAPR performance of proposed Null switching method i.e. 2-null switching is better than Null switching method i.e. 1-null switching and shifting null subcarrier among data subcarrier method i.e. [1]. But in case of BER performance is not good as shown in Fig. 4. Fig. 4. BER against SNR at with [1], Switching by 3 & 2 Null subcarrier and . IV. Conclusion The simulation results have demonstrated the effectiveness of the approach for a 16 QAM modulation scheme and had been evaluated in terms of BER versus SNR. The results clearly show the effectiveness of our proposed algorithm, as well as ability to achieve large reduction in PAPR by keeping constant performance of BER. References [1] Bo Wang, Pin-Han Ho, and Chih-Hao Lin“OFDM PAPR Reduction by Shifting Null Subcarriers Among Data Subcarriers”, IEEE Communication Letters, Vol. 16, No.9, Sept 2012. [2] Ali Alavi, Chintha Tellambura, Senior Member, IEEE, and Ivan Fair “PAPR Reduction of OFDM Signals Using Partial Transmit Sequence: An Optimal Approach Using Sphere Decoding”, IEEE Communications Letters, Vol. 9, No. 11, November 2005. [3] Haijian ZHANG, Didier LE RUYET, Michel TERRE “Spectral Efficiency Analysis in OFDM and OFDM/OQAM based Cognitive Radio Networks” Electronics and Communications Laboratory, CNAM Paris, France. [4] S. H. Han and J. H. Lee, “An overview of peak-to-average power ratio reduction techniques for multicarrier transmission,” IEEE Wireless Commun., pp. 56–65, Apr. 2005. [5] Aida Zaier and Ridha Bouallegue “Blind channel estimation enhancement for MIMO- OFDM systems under high mobility conditions”, International Journal of Wireless & Mobile Networks (IJWMN) Vol. 4, No. 1, February 2012 DOI : 10.5121/ijwmn.2012.4115 207. [6] Umar Faruq “Peak-To–Average Power Ratio Reduction of OFDM Signals” IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) ISSN: 2278-2834, ISBN: 2278-8735. Volume 3, Issue 2 (Sep-Oct. 2012). [7] T. Jiang and Y. Wu, “An overview: peak-to-average power ratio reduction techniques for OFDM signals” IEEE Trans. Broadcast., vol. 54, no. 2, pp. 257–268, June 2008. [8] The Basic Principles of OFDM, CCU Wireless Access Tech. Lab. [9] Ho Chin Keong “Overview on OFDM Design” Communication Systems & Signal Processing Centre for Wireless Communications National University of Singapore November 9, 2001. [10] Wang, Bo “Peak-to-Average power ratio Reduction using OFDM Null subcarriers ” The Hongkong Polytechnic University Department of Electronics and Information Engineering January 2011. [11] S. Ahmed and M. Kawai “Dynamic null-data subcarrier switching for OFDM PAPR reduction with low computational overhead” Electronics Letters 26th April 2012 Vol. 48 No. 9. [12] Szymon Grabski, Krzysztof Szczypiorski “Steganography in OFDM Symbols of Fast IEEE 802.11n Networks”, Institute of Telecommunications Warsaw University of Technology Warsaw, Poland 2013, IEEE Security and Privacy Workshop. [13] Dr.Ali Muqaibel, Review of Digital Communication Fundamentals V2.0, Digital Communication II. [14] Hlaing Minn, Member, IEEE, Vijay K. Bhargava, Fellow, IEEE, and Khaled Ben Letaief, Fellow, IEEE “A Robust Timing and Frequency Synchronization for OFDM Systems”. IEEE Transactions on Wireless Communications, Vol. 2, No. 4, July 2003.