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Journal of Energy Technologies and Policy                                                              www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.1, No.2, 2011


    Comparison of Various Peak To Average Power Reduction
                                                  Techniques
                                                     Amit Ahlawat
                                ECE Department, GITM, Bilaspur, Haryana ,India
                                             amit.ahlawat219@gmail.com


Abstract
In this paper we study various peak to average power reduction techniques and find the advantages and
disadvantages of these techniques.The main disadvantage is high PAPR in transmission for high-speed
transmission due to its spectrum efficiency and channel robustness. OFDM signals are mostly responsible
for the problem of PAPR
Keywords: High power amplifier (HPA), peak-to-average power ratio (PAPR)


1.Clipping and Filtering
Clipping too large peaks is a simple solution to the PAPR problem. Clipping belongs to the group of
techniques that reduce large peaks by nonlinearly distorting the signal. It does not add extra information to
the signal and too large peaks occur with low probability so the signal is seldom distorted [1]. The
maximum peak power allowed is determined by the system specifications, usually by the linear region of
the power amplifier. A maximum peak amplitude A is chosen so that the OFDM signal does not exceed the
limits     of     this   region,     symbols       that    exceed     this   maximum       amplitude,      will      be
clipped


Where           is the clipped signal,      is the transmitted signal, is the clipping amplitude and              is the


phase of the transmitted signal          . Clipping is a non linear process so it introduces in-band distortion, also
called clipping noise, out of band radiation and inter-carrier interference shown in figure 1, which degrade
the system performance and the spectral efficiency. Filtering can reduce out of band radiation after clipping
although it cannot reduce in-band distortion. However, clipping may cause some peak re-growth so that the
signal after clipping and filtering will exceed the clipping level at some points.


2.Partial Transmit Sequence (PTS)
This proposed method is based on the phase shifting of sub-blocks of data and multiplication of data
structure by random vectors. This method is flexible and effective for OFDM system. The main purpose
behind this method is that the input data frame is divided into non-overlapping sub blocks and each sub
block is phase shifted by a constant factor to reduce PAPR.[2] In the PTS technique, an input data block
of N symbols is partitioned into disjoint sub blocks. The subcarriers in each sub block are weighted by a
phase factor for that sub block. The phase factors are selected such that the PAPR of the combined signal is
minimized. Figure 2 shows the block diagram of the PTS technique [4].
                                                           10
Journal of Energy Technologies and Policy                                                        www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.1, No.2, 2011

The ordinary PTS technique has exponentially increasing search complexity. To reduce the search
complexity, various techniques have been suggested. In [3] iterations for updating the set of phase factors
are stopped once the PAPR drops below a preset threshold. In [3-5] various methods to reduce the number
of iterations are presented. These methods achieve significant reduction in search complexity with marginal
PAPR performance degradation.


3. Selected Mapping (SLM)
In the SLM technique, the transmitter generates a set of sufficiently different candidate data blocks, all
representing the same information as the original data block, and selects the most favourable for
transmission. In the SLM, the input data structure is multiplied by random series and resultant series with
the lowest PAPR is chosen for transmission. To allow the receiver to recover the original data to the
multiplying sequence can be sent as ‘side information’. The block diagram of SLM technique is shown in
figure 3.
Each        data       block     is    multiplied    by V different      phase      sequences,     each     of



length N,                                                                         resulting in V modified data


blocks.             Thus,       the                    phase           sequence         after       multiplied



is


Among the data blocks                                       , only one with the lowest PAPR is selected for


transmission and the corresponding selected phase factors             also should be transmitted to receiver as
side information [6] [7].


4.Tone Reservation and Tone Injection
Tone reservation is an efficient technique to reduce the PAPR of a multicarrier signal. In an OFDM system
tone means a “subcarrier”. The basic idea is to reserve a small set of tones for the PAPR reduction signals.
These reserved tones are not used for data transmission instead they are reserved for anti peak signals and
they are orthogonal to the other tones which bear data. The fact behind the logic of TR is: There are some
tones that have low SNR and therefore not able to carry data .So, these tones are used to construct a signal
that can be used to reduce the PAPR of original multicarrier signal.

            Let ‘    ’be original time domain signal that suffer from a problem of PAPR. The main goal of TR


technique is to find a time domain signal ‘c’ which when add to the original signal ‘            ’,the PAPR is

reduced as shown in the Figure 4.
                                                       11
Journal of Energy Technologies and Policy                                                       www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.1, No.2, 2011




If ‘   ’ and ‘    ’ are the frequency domain signals of ‘x’ and ‘c’, and then it can be expressed as:




Here vectors ‘       ’ and ‘   ’ are designed in such a way that these two lie in disjoint frequency sub spaces.
This can be further illustrated by supposing that ‘R’ tones are reserved for reducing PAPR. Let these ‘R’


tones be placed at                       locations. Therefore the vectors’     ’ and ‘   ’ are designed in such
a way that




       And
These ‘R’ tones are called Peak Reduction Tones (PRTs) or these ‘R’ non zero positions in ‘C’ are called
Peak Reduction Carriers (PRCs). in a data block is with more mapping choices, it is likely to achieve better
PAPR performance. The method is called tone injection because substituting a point in the original
constellation for a new point in the expanded constellation is equivalent to add a tone carrying the
information of the vector between the two points. The TI method may introduce a power increase in the
transmit signal due to the injected signal [8].


5.Coding Technique

Coding techniques can be applied for signal scrambling, M sequences, Golay complementary
sequences, Shapiro-Rudin sequences codes can be used to reduce the PAPR efficiently. A simple
idea introduced in [9] is to select those code words that minimize or reduce the PAPR. Its basic idea
is that mapping 3 bits data into 4 bits codeword by adding a Simple Odd Parity Code (SOBC) at the
last bit across the channels. The main disadvantage of SOBC method is that it can reduce PAPR
for a 4-bit codeword. The block coding techniques have three stages for the development. The first
stage works with the collection of appropriate sets of code words for any number of carriers, any
M-ary phase modulation method, and any coding rate. The second stage works with the collection
of the sets of code words which enable proficient implementation of the encoding/decoding. The
third stage offers error deduction and correction potential .These different methods are for the
collection of the sets of code words. The mainly insignificant method, order to search the peak
envelope power (PEP) for all possible code words for a certain length of given number of carriers.



6.Active Constellation Extension (ACE)
ACE is a similar PAPR reduction method to TI. In this method, some of the outer signal constellation points

                                                       12
Journal of Energy Technologies and Policy                                                      www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.1, No.2, 2011

in a data block are allowed to move toward the outside of the original constellation. By using a QPSK
signal constellation, all the four points are outer points and allowed to move toward the extended shaded
regions as shown in figure 5 which represents the region of increased margin for the data symbol in the first
quadrant[10]
If adjusted intelligently, a combination of these additional signals can be used to partially cancel time
domain peaks in the transmit signal. Therefore, each symbol which is with more mapping choices make the
possible   PAPR reduction and increases
transmit signal power. The ACE method can also be applied to larger constellation size such as MPSK or
MQAM because data points that lie on the outer boundaries of the constellations have room for increased
margin without degrading the error probability for other data symbols. It is possible to combine the TR and
ACE techniques to make the convergence of TR much faster.


7.Interleaving
In this approach, a set of inter leavers is used to reduce the PAPR of the multicarrier signal instead of a set
of phase sequences. Interleaving technique is similar to SLM technique for PAPR reduction [11-13]. An
inter leaver is a device that operates on a block of N symbols and reorders or permutes them. Thus, data



block                                         becomes                                                   where


                       is a one-to-one mapping                                           and for all n. To
make K modified data blocks, interleavers are used to produce permuted data blocks from the same data
block.


RESULT:-
Comparative Study of PAPR reduction Techniques shown in table 1


CONCLUSION:-
The PAPR reduction technique should be carefully chosen according to various system requirements.
Comparative study of all techniques has been reviewed by discussing advantages and disadvantages of
various PAPR reduction techniques.
REFRENCES:-
[1]. Pisit Boonsrimuang, Kazuo Mori, Tawil Paungma, and Hideo Kobayashi. “Proposal of Clipping and
Inter-modulation Noise Mitigation Method for OFDM Signal in Non-linear Channel”. IEICE Trans.
Commun., 2005.
[2]. S. H. Müller and J. B. Huber, “OFDM with Reduced Peak–to–Average Power Ratio by Optimum
Combination of Partial Transmit Sequences,” Elect. Lett., vol. 33, no. 5, Feb. 1997, pp. 368–69. .
[3] L. J. Cimini, Jr. and N. R. Sollenberger, “Peak-to-Average Power Ratio Reduction of an OFDM Signal
Using Partial Transmit Sequences,” IEEE Commun. Lett., vol. 4, no. 3, Mar. 2000, pp. 86–88.
[4] .Wireless algorithms, systems, and applications: By Xiuzhen Cheng, Wayne Li, Wei Li, Taieb F. Znati C.
                                                      13
Journal of Energy Technologies and Policy                                                     www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.1, No.2, 2011

Tellambura,
[5] S. H. Han and J. H. Lee, “PAPR Reduction of OFDM Signals Using a Reduced Complexity PTS
Technique,” IEEE Sig. Proc. Lett., vol. 11, no. 11, Nov. 2004, pp. 887–90.
[6]. Chin-Liang Wang and Yuan Ou yang, “Low Complexity Selected Mapping Schemes for PAPR
reduction in OFDM systems”, IEEE Journal on Signal Processing, Vol.4, pp.637-645, 2010.
[7]. R. W. Bäuml, R. F. H. Fisher, and J. B. Huber, “Reducing the Peak-to-Average Power Ratio of
Multicarrier Modulation by Selected Mapping,” Elect. Lett., vol. 32, no. 22, Oct. 1996, pp. 2056–57..
[8]. Thanatat Wattanasuwakull and Watit Benjapolakul,” PAPR Reduction for OFDM Transmission by
using a method of Tone Reservation and Tone Injection”, Fifth International Conference on Information,
Communications and Signal Processing, 2005 Page(s):273,2005.
[9]Wilkison, T. A. and Jones A. E., "Minimization of the Peak to mean Envelope Power Ratio of
Multicarrier Transmission Schemes by Block Coding,"
IEEE, Vehicular Conference, Vol.2, Jul. 1995.
[10] B. S. Krongold and D. L. Jones, “PAR Reduction in OFDM via Active Constellation Extension,” IEEE
Trans. Broadcast., vol. 49, no. 3, Sept. 2003, pp. 258–68.
[11] . G. R. Hill, M. Faulkner, and J. Singh, “Reducing the Peak-to-Average Power Ratio in OFDM by
Cyclically Shifting Partial Transmit Sequences,” Elect. Lett., vol. 36, no. 6, Mar. 2000, pp. 560–61.
[12] P. Van Eetvelt, G. Wade, and M. Tomlinson, “Peak to Average Power Reduction for OFDM Schemes
by Selective Scrambling,” Elect. Lett., vol. 32, no. 21, Oct. 1996, pp. 1963–64.
[13] A. D. S. Jayalath and C. Tellambura, “Reducing the Peak-to- Average Power Ratio of Orthogonal
Frequency Division Multiplexing Signal through Bit or Symbol Interleaving,” Elect. Lett., vol. 36, no. 13,
June 2000, pp. 1161–63.




                                         Figure 1 Cliping function


                                                     14
Journal of Energy Technologies and Policy                            www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.1, No.2, 2011




                           Figure 2 block diagram of pts technique




                           Figure 3 block diagram of slm technique




                                             15
Journal of Energy Technologies and Policy                                  www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.1, No.2, 2011




                                 Figure 4 tone reservation




                          Figure 5 The ACE technique for QPSK modulation




                                            16
Journal of Energy Technologies and Policy                                              www.iiste.org
ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online)
Vol.1, No.2, 2011

                                                Table 1
                           Comparative Study of PAPR reduction Techniques


    Technique               Advantage                            Disadvantage


    Active Constellation    No distortion of original signal     Power increase
    Extension(ACE)

    Partial     Transmit    Less complex                         Side information needed
    Sequence (PTS)

    Selected                Independent of number of carriers    Side information needed
    Mapping(SLM)

    Tone Injection(TI)      No data rate loss                    Requires modulo-D addition after
                                                                 FFT operation in receiver.

    Tone Reservation(TI)    No side information needed           Multiple iterations are needed.




                                                  17

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Comparison of various peak to average power reduction techniques

  • 1. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.1, No.2, 2011 Comparison of Various Peak To Average Power Reduction Techniques Amit Ahlawat ECE Department, GITM, Bilaspur, Haryana ,India amit.ahlawat219@gmail.com Abstract In this paper we study various peak to average power reduction techniques and find the advantages and disadvantages of these techniques.The main disadvantage is high PAPR in transmission for high-speed transmission due to its spectrum efficiency and channel robustness. OFDM signals are mostly responsible for the problem of PAPR Keywords: High power amplifier (HPA), peak-to-average power ratio (PAPR) 1.Clipping and Filtering Clipping too large peaks is a simple solution to the PAPR problem. Clipping belongs to the group of techniques that reduce large peaks by nonlinearly distorting the signal. It does not add extra information to the signal and too large peaks occur with low probability so the signal is seldom distorted [1]. The maximum peak power allowed is determined by the system specifications, usually by the linear region of the power amplifier. A maximum peak amplitude A is chosen so that the OFDM signal does not exceed the limits of this region, symbols that exceed this maximum amplitude, will be clipped Where is the clipped signal, is the transmitted signal, is the clipping amplitude and is the phase of the transmitted signal . Clipping is a non linear process so it introduces in-band distortion, also called clipping noise, out of band radiation and inter-carrier interference shown in figure 1, which degrade the system performance and the spectral efficiency. Filtering can reduce out of band radiation after clipping although it cannot reduce in-band distortion. However, clipping may cause some peak re-growth so that the signal after clipping and filtering will exceed the clipping level at some points. 2.Partial Transmit Sequence (PTS) This proposed method is based on the phase shifting of sub-blocks of data and multiplication of data structure by random vectors. This method is flexible and effective for OFDM system. The main purpose behind this method is that the input data frame is divided into non-overlapping sub blocks and each sub block is phase shifted by a constant factor to reduce PAPR.[2] In the PTS technique, an input data block of N symbols is partitioned into disjoint sub blocks. The subcarriers in each sub block are weighted by a phase factor for that sub block. The phase factors are selected such that the PAPR of the combined signal is minimized. Figure 2 shows the block diagram of the PTS technique [4]. 10
  • 2. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.1, No.2, 2011 The ordinary PTS technique has exponentially increasing search complexity. To reduce the search complexity, various techniques have been suggested. In [3] iterations for updating the set of phase factors are stopped once the PAPR drops below a preset threshold. In [3-5] various methods to reduce the number of iterations are presented. These methods achieve significant reduction in search complexity with marginal PAPR performance degradation. 3. Selected Mapping (SLM) In the SLM technique, the transmitter generates a set of sufficiently different candidate data blocks, all representing the same information as the original data block, and selects the most favourable for transmission. In the SLM, the input data structure is multiplied by random series and resultant series with the lowest PAPR is chosen for transmission. To allow the receiver to recover the original data to the multiplying sequence can be sent as ‘side information’. The block diagram of SLM technique is shown in figure 3. Each data block is multiplied by V different phase sequences, each of length N, resulting in V modified data blocks. Thus, the phase sequence after multiplied is Among the data blocks , only one with the lowest PAPR is selected for transmission and the corresponding selected phase factors also should be transmitted to receiver as side information [6] [7]. 4.Tone Reservation and Tone Injection Tone reservation is an efficient technique to reduce the PAPR of a multicarrier signal. In an OFDM system tone means a “subcarrier”. The basic idea is to reserve a small set of tones for the PAPR reduction signals. These reserved tones are not used for data transmission instead they are reserved for anti peak signals and they are orthogonal to the other tones which bear data. The fact behind the logic of TR is: There are some tones that have low SNR and therefore not able to carry data .So, these tones are used to construct a signal that can be used to reduce the PAPR of original multicarrier signal. Let ‘ ’be original time domain signal that suffer from a problem of PAPR. The main goal of TR technique is to find a time domain signal ‘c’ which when add to the original signal ‘ ’,the PAPR is reduced as shown in the Figure 4. 11
  • 3. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.1, No.2, 2011 If ‘ ’ and ‘ ’ are the frequency domain signals of ‘x’ and ‘c’, and then it can be expressed as: Here vectors ‘ ’ and ‘ ’ are designed in such a way that these two lie in disjoint frequency sub spaces. This can be further illustrated by supposing that ‘R’ tones are reserved for reducing PAPR. Let these ‘R’ tones be placed at locations. Therefore the vectors’ ’ and ‘ ’ are designed in such a way that And These ‘R’ tones are called Peak Reduction Tones (PRTs) or these ‘R’ non zero positions in ‘C’ are called Peak Reduction Carriers (PRCs). in a data block is with more mapping choices, it is likely to achieve better PAPR performance. The method is called tone injection because substituting a point in the original constellation for a new point in the expanded constellation is equivalent to add a tone carrying the information of the vector between the two points. The TI method may introduce a power increase in the transmit signal due to the injected signal [8]. 5.Coding Technique Coding techniques can be applied for signal scrambling, M sequences, Golay complementary sequences, Shapiro-Rudin sequences codes can be used to reduce the PAPR efficiently. A simple idea introduced in [9] is to select those code words that minimize or reduce the PAPR. Its basic idea is that mapping 3 bits data into 4 bits codeword by adding a Simple Odd Parity Code (SOBC) at the last bit across the channels. The main disadvantage of SOBC method is that it can reduce PAPR for a 4-bit codeword. The block coding techniques have three stages for the development. The first stage works with the collection of appropriate sets of code words for any number of carriers, any M-ary phase modulation method, and any coding rate. The second stage works with the collection of the sets of code words which enable proficient implementation of the encoding/decoding. The third stage offers error deduction and correction potential .These different methods are for the collection of the sets of code words. The mainly insignificant method, order to search the peak envelope power (PEP) for all possible code words for a certain length of given number of carriers. 6.Active Constellation Extension (ACE) ACE is a similar PAPR reduction method to TI. In this method, some of the outer signal constellation points 12
  • 4. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.1, No.2, 2011 in a data block are allowed to move toward the outside of the original constellation. By using a QPSK signal constellation, all the four points are outer points and allowed to move toward the extended shaded regions as shown in figure 5 which represents the region of increased margin for the data symbol in the first quadrant[10] If adjusted intelligently, a combination of these additional signals can be used to partially cancel time domain peaks in the transmit signal. Therefore, each symbol which is with more mapping choices make the possible PAPR reduction and increases transmit signal power. The ACE method can also be applied to larger constellation size such as MPSK or MQAM because data points that lie on the outer boundaries of the constellations have room for increased margin without degrading the error probability for other data symbols. It is possible to combine the TR and ACE techniques to make the convergence of TR much faster. 7.Interleaving In this approach, a set of inter leavers is used to reduce the PAPR of the multicarrier signal instead of a set of phase sequences. Interleaving technique is similar to SLM technique for PAPR reduction [11-13]. An inter leaver is a device that operates on a block of N symbols and reorders or permutes them. Thus, data block becomes where is a one-to-one mapping and for all n. To make K modified data blocks, interleavers are used to produce permuted data blocks from the same data block. RESULT:- Comparative Study of PAPR reduction Techniques shown in table 1 CONCLUSION:- The PAPR reduction technique should be carefully chosen according to various system requirements. Comparative study of all techniques has been reviewed by discussing advantages and disadvantages of various PAPR reduction techniques. REFRENCES:- [1]. Pisit Boonsrimuang, Kazuo Mori, Tawil Paungma, and Hideo Kobayashi. “Proposal of Clipping and Inter-modulation Noise Mitigation Method for OFDM Signal in Non-linear Channel”. IEICE Trans. Commun., 2005. [2]. S. H. Müller and J. B. Huber, “OFDM with Reduced Peak–to–Average Power Ratio by Optimum Combination of Partial Transmit Sequences,” Elect. Lett., vol. 33, no. 5, Feb. 1997, pp. 368–69. . [3] L. J. Cimini, Jr. and N. R. Sollenberger, “Peak-to-Average Power Ratio Reduction of an OFDM Signal Using Partial Transmit Sequences,” IEEE Commun. Lett., vol. 4, no. 3, Mar. 2000, pp. 86–88. [4] .Wireless algorithms, systems, and applications: By Xiuzhen Cheng, Wayne Li, Wei Li, Taieb F. Znati C. 13
  • 5. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.1, No.2, 2011 Tellambura, [5] S. H. Han and J. H. Lee, “PAPR Reduction of OFDM Signals Using a Reduced Complexity PTS Technique,” IEEE Sig. Proc. Lett., vol. 11, no. 11, Nov. 2004, pp. 887–90. [6]. Chin-Liang Wang and Yuan Ou yang, “Low Complexity Selected Mapping Schemes for PAPR reduction in OFDM systems”, IEEE Journal on Signal Processing, Vol.4, pp.637-645, 2010. [7]. R. W. Bäuml, R. F. H. Fisher, and J. B. Huber, “Reducing the Peak-to-Average Power Ratio of Multicarrier Modulation by Selected Mapping,” Elect. Lett., vol. 32, no. 22, Oct. 1996, pp. 2056–57.. [8]. Thanatat Wattanasuwakull and Watit Benjapolakul,” PAPR Reduction for OFDM Transmission by using a method of Tone Reservation and Tone Injection”, Fifth International Conference on Information, Communications and Signal Processing, 2005 Page(s):273,2005. [9]Wilkison, T. A. and Jones A. E., "Minimization of the Peak to mean Envelope Power Ratio of Multicarrier Transmission Schemes by Block Coding," IEEE, Vehicular Conference, Vol.2, Jul. 1995. [10] B. S. Krongold and D. L. Jones, “PAR Reduction in OFDM via Active Constellation Extension,” IEEE Trans. Broadcast., vol. 49, no. 3, Sept. 2003, pp. 258–68. [11] . G. R. Hill, M. Faulkner, and J. Singh, “Reducing the Peak-to-Average Power Ratio in OFDM by Cyclically Shifting Partial Transmit Sequences,” Elect. Lett., vol. 36, no. 6, Mar. 2000, pp. 560–61. [12] P. Van Eetvelt, G. Wade, and M. Tomlinson, “Peak to Average Power Reduction for OFDM Schemes by Selective Scrambling,” Elect. Lett., vol. 32, no. 21, Oct. 1996, pp. 1963–64. [13] A. D. S. Jayalath and C. Tellambura, “Reducing the Peak-to- Average Power Ratio of Orthogonal Frequency Division Multiplexing Signal through Bit or Symbol Interleaving,” Elect. Lett., vol. 36, no. 13, June 2000, pp. 1161–63. Figure 1 Cliping function 14
  • 6. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.1, No.2, 2011 Figure 2 block diagram of pts technique Figure 3 block diagram of slm technique 15
  • 7. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.1, No.2, 2011 Figure 4 tone reservation Figure 5 The ACE technique for QPSK modulation 16
  • 8. Journal of Energy Technologies and Policy www.iiste.org ISSN 2224-3232 (Paper) ISSN 2225-0573 (Online) Vol.1, No.2, 2011 Table 1 Comparative Study of PAPR reduction Techniques Technique Advantage Disadvantage Active Constellation No distortion of original signal Power increase Extension(ACE) Partial Transmit Less complex Side information needed Sequence (PTS) Selected Independent of number of carriers Side information needed Mapping(SLM) Tone Injection(TI) No data rate loss Requires modulo-D addition after FFT operation in receiver. Tone Reservation(TI) No side information needed Multiple iterations are needed. 17