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Technology for reduction of the high
Peak-to-Average-Power-Ratio
Tianqing Su, 21.01.2015
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 2/24
Gliederung
1. Introduction
2. OFDM
3. The Peak-to-Average-Power-Radio Problem
4. PAPR Reduction Techniques
5. Comparison of PAPR Reduction Performances
6. Conclusion
1. Introduction
2. OFDM
3. The Peak-to-Average-Power-Radio Problem
4. PAPR Reduction Techniques
5. Comparison of PAPR Reduction Performances
6. Conclusion
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 3/24
The Evolution of Mobile Technologies
source: http:// androidauthority.com
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 4/24
Gliederung
1. Introduction
2. OFDM
3. The Peak-to-Average-Power-Radio Problem
4. PAPR Reduction Techniques
5. Comparison of PAPR Reduction Performances
6. Conclusion
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 5/24
Orthogonal Frequency Division Multiplexing(OFDM)
 OFDM is a Multi-Carrier
Modulation technique, which has
been known since 1966
 Basic idea: a single high rate data-
stream is divided into multiple low
rate data streams and is modulated
using sub-carriers which are
orthogonal to each other
Multicarrier Transmission Technique with orthogonal subcarriers, source:
http://lightwaveonline.com
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 6/24
OFDM Transceiver Structure
OFDM Transceiver Block Diagram, source: http://cp.literature.agilent.com
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 7/24
Advantages and Drawbacks of OFDM
 Advantages:
 Robustness against frequency selective fading and time dispersion
 Transmission rates close to capacity can be achieved
 Low computational complexity implementation (FFT)
 Drawbacks:
 Sensitivity to frequency offset
 Sensitivity to nonlinear amplification
High power amplifiers source: http://alibaba.com
Nonlinearity of HPA source: MilastMagazine, February, 2013
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 8/24
Gliederung
1. Introduction
2. OFDM
3. The Peak-to-Average-Power-Radio Problem
4. PAPR Reduction Techniques
5. Comparison of PAPR Reduction Performances
6. Conclusion
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 9/24
The Peak-to-Average-Power-Radio Problem
Peak-to-Average Power Ratio (PAPR) is defined as the maximum power to the average
power of the OFDM transmission
The OFDM symbol s(t) is 𝑠 𝑡 =
1
𝑁
𝑋 𝑘 ∙ 𝑒 𝑗𝑘2𝜋∆𝑓𝑡
, 0 ≤ 𝑡 ≤ 𝑇
∆f =1/T: the subcarrier spacing
Xk : complex baseband data modulating the k-th subcarrier for s(t)
The peak instantaneous power of the OFDM symbol sequence is:
𝑃𝑚𝑎𝑥 𝑠 𝑡 = max
0≤𝑡≤𝑇
𝑠(𝑡) 2
The average power of the OFDM symbol sequence is:
𝑃𝑎𝑣 𝑋0, 𝑋1, … , 𝑋 𝑁−1 =
1
𝑁 𝑘=0
𝑁−1
𝐸 𝑋 𝑘
2
Therefore, the PAPR of the OFDM symbol s(t) can be expressed as:
𝑃𝐴𝑃𝑅 𝑠 𝑡 =
𝑃 𝑚𝑎𝑥(𝑠(𝑡))
𝑃 𝑎𝑣(𝑋0,𝑋1,…,𝑋 𝑁−1)
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 10/24
Effect of PAPR
The high PAPR :
 introduces inter-modulation distortion and out-of-band radiation because of the nonlinearity
of the HPA
 increases BER and adjacent channel interference
 requires a large range of dynamic linearity from the analog circuits which usually results in
expensive devices and high power consumption
It is desirable to reduce the PAPR of an OFDM signal.
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 11/24
Gliederung
1. Introduction
2. OFDM
3. The Peak-to-Average-Power-Radio Problem
4. PAPR Reduction Techniques
5. Comparison of PAPR Reduction Performances
6. Conclusion
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 12/24
PAPR Reduction Techniques
PAPR Reduction techniques are dependent on PAPR Spectral efficiency, reduction capacity,
complexity of computation, etc., which are divided into three categories:
 Signal Distortion Techniques
 Signal Clipping
 Peak Windowing
 Companding
 …
 Signal Scrambling Techniques
 Selected Mapping Method (SLM)
 Partial Transmit Sequence (PTS)
 Interleaving
 …
 Coding Techniques
 Block Coding Schemes
 Sub Block Coding Schemes
 Block Coding with Error Correction
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 13/24
Clipping
X 𝑛 =
𝐾𝑡ℎ𝑟𝑒𝑠ℎ𝑜𝑙𝑑, 𝑖𝑓 𝑋(𝑛) > 𝐾𝑡ℎ𝑟𝑒𝑠ℎ𝑜𝑙𝑑
𝑋 𝑛 , 𝑖𝑓 𝑋(𝑛) < 𝐾𝑡ℎ𝑟𝑒𝑠ℎ𝑜𝑙𝑑
source: http:// rfmw.em.keysight.com
 The simplest way to reduce the
PAPR
 The peak amplitude becomes
limited to some desired level
 the clipped signal will then go
through a low-pass filter to reduce
the high frequency signals which
correspond to the sharp corners in
the clipped signal
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 14/24
Performance of Clipping and Filtering
source: nternational Journal of Electrical & Computer Sciences
IJECS-IJENS Vol:10 No:05
 By distorting the OFDM signal
amplitude, a kind of self-interference
is introduced
 Nonlinear distortion increases out-
of-band radiation
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 15/24
Peak Windowing
 To remedy the out-of-band problem of clipping
 Large signal peak is multiplied with a certain window, such as Gaussian shaped window to
minimize the out-of-band interference
 The window should be narrowband and not be too long in the time domain
source: http://rfmw.em.keysight.com
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 16/24
Selected Mapping Method (SLM)
 In SLM, several candidate data blocks are generated from the original data block and
the one with lowest PAPR is transmitted
 No distortion is introduced
 ⌈log_2𝑀 ⌉ bits of side information per OFDM symbol is required
 Computational complexity is increased to ensure a better performance
source: Study of Peak-to-Average Power Ratio Reduction Techniques for OFDM Signals
by Chhavi Choudhary S.S. Rattan
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 17/24
Partial Transmit Sequence (PTS)
 The original data block is partitioned into V disjoint subblocks in PTS system. The
subcarriers in each subblock are rotated by the same phase factor such the PAPR of
the combination is minimized
source: Study of Peak-to-Average Power Ratio Reduction Techniques for OFDM Signals
by Chhavi Choudhary S.S. Rattan
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 18/24
Performance of PTS
 PAPR performance improves as the number sub-blocks increases
source: Study of Peak-to-Average Power Ratio Reduction Techniques for OFDM Signals
by Chhavi Choudhary S.S. Rattan
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 19/24
Comparison of SLM and PTS
 SLM produce multiple independent signals, however PTS signals are
interdependent. The complexity in PTS is reduced compared to SLM method
 PTS method also provides a better PAPR reduction performance
source: Comparative study between Selection Mapping Technique (SLM) and Partial Transmission
sequence (PTS) for PAPR reduction in OFDM signals by Md. Kislu Noman
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 20/24
Coding Techniques
 Basic idea: Coding schemes utilize the complementary bits that are added to the original
information bits to reduce the probability of the peak signals occurrence
 Block codes with a generator matrix G and parity check matrix H provide also error
correction capability
 Advantages: the inherent error control capability and simplicity of implementation
 Dawbacks: reduction of the transmission rate, the number of subcarriers is limited
source: PAPR Reduction in OFDM systems using Quasi Cyclic
LDPC Codes by S.P Vimal
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 21/24
Gliederung
1. Introduction
2. OFDM
3. The Peak-to-Average-Power-Radio Problem
4. PAPR Reduction Techniques
5. Comparison of PAPR Reduction Performances
6. Conclusion
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 22/24
Comparison of PAPR Reduction Performances
Type Power
increase
Implementation
Complexity
Bandwidth
expansion
Data rate loss
Clipping &
Filtering
No Low No No
PTS No High Yes Yes
SLM No High Yes Yes
Coding No Low Yes Yes
 Basic requirement of practical PAPR reduction techniques include
 the compatibility with the existing modulation schemes
 high spectral efficiency
 low complexity
 No specific PAPR reduction technique is the best solution for all multi-carrier
transmission
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 23/24
Gliederung
1. Introduction
2. OFDM
3. The Peak-to-Average-Power-Radio Problem
4. PAPR Reduction Techniques
5. Comparison of PAPR Reduction Performances
6. Conclusion
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 24/24
Summery
 OFDM is a digital multi-carrier modulation method where a large number of closely spaced
orthogonal sub-carriers to support high bit rate transmission
 The high PAPR is the main obstacle which causes non-linearity at the transmitter end
 PAPR reduction techniques are roughly divided into three categories:
 Signal Scrambling Techniques
 Signal Distortion Techniques
 Coding Techniques
 PAPR reduction capacity, Power increase, data rate, computational complexity, BER
increase at the receiver, etc. should be considered before a specific PAPR reduction
technique is chosen
source: http:// itpro.co.uk
21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 25/24
Thank you for your
attention.
Tianqing Su
t.su@tu-braunschweig.de

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Tianqing su, papr

  • 1. Platzhalter für Bild, Bild auf Titelfolie hinter das Logo einsetzen Technology for reduction of the high Peak-to-Average-Power-Ratio Tianqing Su, 21.01.2015
  • 2. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 2/24 Gliederung 1. Introduction 2. OFDM 3. The Peak-to-Average-Power-Radio Problem 4. PAPR Reduction Techniques 5. Comparison of PAPR Reduction Performances 6. Conclusion 1. Introduction 2. OFDM 3. The Peak-to-Average-Power-Radio Problem 4. PAPR Reduction Techniques 5. Comparison of PAPR Reduction Performances 6. Conclusion
  • 3. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 3/24 The Evolution of Mobile Technologies source: http:// androidauthority.com
  • 4. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 4/24 Gliederung 1. Introduction 2. OFDM 3. The Peak-to-Average-Power-Radio Problem 4. PAPR Reduction Techniques 5. Comparison of PAPR Reduction Performances 6. Conclusion
  • 5. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 5/24 Orthogonal Frequency Division Multiplexing(OFDM)  OFDM is a Multi-Carrier Modulation technique, which has been known since 1966  Basic idea: a single high rate data- stream is divided into multiple low rate data streams and is modulated using sub-carriers which are orthogonal to each other Multicarrier Transmission Technique with orthogonal subcarriers, source: http://lightwaveonline.com
  • 6. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 6/24 OFDM Transceiver Structure OFDM Transceiver Block Diagram, source: http://cp.literature.agilent.com
  • 7. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 7/24 Advantages and Drawbacks of OFDM  Advantages:  Robustness against frequency selective fading and time dispersion  Transmission rates close to capacity can be achieved  Low computational complexity implementation (FFT)  Drawbacks:  Sensitivity to frequency offset  Sensitivity to nonlinear amplification High power amplifiers source: http://alibaba.com Nonlinearity of HPA source: MilastMagazine, February, 2013
  • 8. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 8/24 Gliederung 1. Introduction 2. OFDM 3. The Peak-to-Average-Power-Radio Problem 4. PAPR Reduction Techniques 5. Comparison of PAPR Reduction Performances 6. Conclusion
  • 9. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 9/24 The Peak-to-Average-Power-Radio Problem Peak-to-Average Power Ratio (PAPR) is defined as the maximum power to the average power of the OFDM transmission The OFDM symbol s(t) is 𝑠 𝑡 = 1 𝑁 𝑋 𝑘 ∙ 𝑒 𝑗𝑘2𝜋∆𝑓𝑡 , 0 ≤ 𝑡 ≤ 𝑇 ∆f =1/T: the subcarrier spacing Xk : complex baseband data modulating the k-th subcarrier for s(t) The peak instantaneous power of the OFDM symbol sequence is: 𝑃𝑚𝑎𝑥 𝑠 𝑡 = max 0≤𝑡≤𝑇 𝑠(𝑡) 2 The average power of the OFDM symbol sequence is: 𝑃𝑎𝑣 𝑋0, 𝑋1, … , 𝑋 𝑁−1 = 1 𝑁 𝑘=0 𝑁−1 𝐸 𝑋 𝑘 2 Therefore, the PAPR of the OFDM symbol s(t) can be expressed as: 𝑃𝐴𝑃𝑅 𝑠 𝑡 = 𝑃 𝑚𝑎𝑥(𝑠(𝑡)) 𝑃 𝑎𝑣(𝑋0,𝑋1,…,𝑋 𝑁−1)
  • 10. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 10/24 Effect of PAPR The high PAPR :  introduces inter-modulation distortion and out-of-band radiation because of the nonlinearity of the HPA  increases BER and adjacent channel interference  requires a large range of dynamic linearity from the analog circuits which usually results in expensive devices and high power consumption It is desirable to reduce the PAPR of an OFDM signal.
  • 11. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 11/24 Gliederung 1. Introduction 2. OFDM 3. The Peak-to-Average-Power-Radio Problem 4. PAPR Reduction Techniques 5. Comparison of PAPR Reduction Performances 6. Conclusion
  • 12. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 12/24 PAPR Reduction Techniques PAPR Reduction techniques are dependent on PAPR Spectral efficiency, reduction capacity, complexity of computation, etc., which are divided into three categories:  Signal Distortion Techniques  Signal Clipping  Peak Windowing  Companding  …  Signal Scrambling Techniques  Selected Mapping Method (SLM)  Partial Transmit Sequence (PTS)  Interleaving  …  Coding Techniques  Block Coding Schemes  Sub Block Coding Schemes  Block Coding with Error Correction
  • 13. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 13/24 Clipping X 𝑛 = 𝐾𝑡ℎ𝑟𝑒𝑠ℎ𝑜𝑙𝑑, 𝑖𝑓 𝑋(𝑛) > 𝐾𝑡ℎ𝑟𝑒𝑠ℎ𝑜𝑙𝑑 𝑋 𝑛 , 𝑖𝑓 𝑋(𝑛) < 𝐾𝑡ℎ𝑟𝑒𝑠ℎ𝑜𝑙𝑑 source: http:// rfmw.em.keysight.com  The simplest way to reduce the PAPR  The peak amplitude becomes limited to some desired level  the clipped signal will then go through a low-pass filter to reduce the high frequency signals which correspond to the sharp corners in the clipped signal
  • 14. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 14/24 Performance of Clipping and Filtering source: nternational Journal of Electrical & Computer Sciences IJECS-IJENS Vol:10 No:05  By distorting the OFDM signal amplitude, a kind of self-interference is introduced  Nonlinear distortion increases out- of-band radiation
  • 15. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 15/24 Peak Windowing  To remedy the out-of-band problem of clipping  Large signal peak is multiplied with a certain window, such as Gaussian shaped window to minimize the out-of-band interference  The window should be narrowband and not be too long in the time domain source: http://rfmw.em.keysight.com
  • 16. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 16/24 Selected Mapping Method (SLM)  In SLM, several candidate data blocks are generated from the original data block and the one with lowest PAPR is transmitted  No distortion is introduced  ⌈log_2𝑀 ⌉ bits of side information per OFDM symbol is required  Computational complexity is increased to ensure a better performance source: Study of Peak-to-Average Power Ratio Reduction Techniques for OFDM Signals by Chhavi Choudhary S.S. Rattan
  • 17. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 17/24 Partial Transmit Sequence (PTS)  The original data block is partitioned into V disjoint subblocks in PTS system. The subcarriers in each subblock are rotated by the same phase factor such the PAPR of the combination is minimized source: Study of Peak-to-Average Power Ratio Reduction Techniques for OFDM Signals by Chhavi Choudhary S.S. Rattan
  • 18. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 18/24 Performance of PTS  PAPR performance improves as the number sub-blocks increases source: Study of Peak-to-Average Power Ratio Reduction Techniques for OFDM Signals by Chhavi Choudhary S.S. Rattan
  • 19. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 19/24 Comparison of SLM and PTS  SLM produce multiple independent signals, however PTS signals are interdependent. The complexity in PTS is reduced compared to SLM method  PTS method also provides a better PAPR reduction performance source: Comparative study between Selection Mapping Technique (SLM) and Partial Transmission sequence (PTS) for PAPR reduction in OFDM signals by Md. Kislu Noman
  • 20. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 20/24 Coding Techniques  Basic idea: Coding schemes utilize the complementary bits that are added to the original information bits to reduce the probability of the peak signals occurrence  Block codes with a generator matrix G and parity check matrix H provide also error correction capability  Advantages: the inherent error control capability and simplicity of implementation  Dawbacks: reduction of the transmission rate, the number of subcarriers is limited source: PAPR Reduction in OFDM systems using Quasi Cyclic LDPC Codes by S.P Vimal
  • 21. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 21/24 Gliederung 1. Introduction 2. OFDM 3. The Peak-to-Average-Power-Radio Problem 4. PAPR Reduction Techniques 5. Comparison of PAPR Reduction Performances 6. Conclusion
  • 22. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 22/24 Comparison of PAPR Reduction Performances Type Power increase Implementation Complexity Bandwidth expansion Data rate loss Clipping & Filtering No Low No No PTS No High Yes Yes SLM No High Yes Yes Coding No Low Yes Yes  Basic requirement of practical PAPR reduction techniques include  the compatibility with the existing modulation schemes  high spectral efficiency  low complexity  No specific PAPR reduction technique is the best solution for all multi-carrier transmission
  • 23. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 23/24 Gliederung 1. Introduction 2. OFDM 3. The Peak-to-Average-Power-Radio Problem 4. PAPR Reduction Techniques 5. Comparison of PAPR Reduction Performances 6. Conclusion
  • 24. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 24/24 Summery  OFDM is a digital multi-carrier modulation method where a large number of closely spaced orthogonal sub-carriers to support high bit rate transmission  The high PAPR is the main obstacle which causes non-linearity at the transmitter end  PAPR reduction techniques are roughly divided into three categories:  Signal Scrambling Techniques  Signal Distortion Techniques  Coding Techniques  PAPR reduction capacity, Power increase, data rate, computational complexity, BER increase at the receiver, etc. should be considered before a specific PAPR reduction technique is chosen source: http:// itpro.co.uk
  • 25. 21.01.2015 | Paula Becker | Sensitivity of OFDM performance to Doppler shift | 25/24 Thank you for your attention. Tianqing Su t.su@tu-braunschweig.de

Editor's Notes

  1. TIME RESET My Name My Topic
  2. Chapters of my talk! I would like to give you the basic understanding of what the Doppler shift is and how it effects OFDM transmission This topic includes a lot of math. I will try to give you also some mathematical background but don’t worry I will keep the math short
  3. review on OFDM concepts 4 MIN
  4. OFDM that we hear everywhere if we talk about communications It stands for … It is Communication technology used for many systems I picked out of which I think we all use every day DAB – we have when we turn on the kitchen radio in the morning DVB – we use when we watch tv at night 4G LTE – is the new mobile radio standard. Quite a few already have that IEEE 802.11 WLAN – we use to hook our netbooks and phones to the internet, also here in class
  5. Why are we using ofdm in so many modern systems? This is probably because OFDM has a few really good features… First of all … Also … Which are some of the good features … but also we find that there are some troubles in highly dynamic environments eg. train… Now looking at effect of Doppler spreading and its consequences to OFDM transmission performance
  6. 9 MIN
  7. 13 MIN