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ECNG 436/4312 Course
Project
Part I : OFDM basics
Mina Yonan
m.yonan@cu.edu.eg
m.yonan@aucegypt.edu
Why OFDM ?
• In a single carrier communication system, the symbol period must be much
greater than the delay time in order to avoid inter-symbol interference (ISI).
• data rate is inversely proportional to symbol period, having long symbol
periods means low data rate and communication inefficiency
Why OFDM ?
Multicarrier Principle
• In Multicarrier, the high-rate stream of data symbols is first Serial-
to-Parallel (S/P) converted for modulation onto M parallel
subcarriers.
• This increases the symbol duration on each subcarrier by a factor
of approximately M, such that it becomes significantly longer than
the channel delay spread.
Multi-carrier : Conventional FDM Multicarrier
Multi-carrier : Conventional FDM Multicarrier
Conventional frequency division multiplexing : type of Multicarrier techniques A serial-
to-parallel (S-to-P) converter converts the high-rate stream into 𝒌 separate low-rate
substreams. As a result, each low-rate substream has a rate of 𝑹 𝒔/𝒌 sps.
Multi-carrier : Conventional FDM Multicarrier
Advantages of Conventional FDM:
• It is effective at combating inter-symbol interference (ISI) and multipath fading.
• It can adjust modulation and coding for each subcarrier
• It has simple equalization.
Disadvantages of FDM:
• The transmitter needs to have K separate D-to-A converters and K separate radio
frequency (RF) modulators.
• FDM is not bandwidth efficient. The extra guard bands necessarily add to the total
bandwidth requirement
OFDM Modulator basic
Basics of OFDM
• The objective is still to transmit a high-rate stream using multiple subcarriers.
• OFDM overcomes the problem of the large bandwidth requirement imposed by guard
bands. Instead of using K local oscillators (LOs) and K multipliers in modulation,
OFDM Modulator basic
න
m𝑇 𝑢
(m + 1) 𝑇𝑢
𝑥 𝑘1
∗(𝑡) . 𝑥 𝑘2(𝑡) 𝑑𝑡 = න
m𝑇𝑢
(m + 1) 𝑇𝑢
𝑒−𝑗2𝜋𝑘1∆𝑓 𝑡 𝑒 𝑗2𝜋𝑘2∆𝑓 𝑡 𝑑𝑡 = 0 when 𝑘1 ≠ 𝑘2
OFDM Modulator basic
Subcarrier Orthogonality
• Orthogonality simplifies recovery of the N data streams
– Orthogonal subcarriers = No inter-carrier-interference (ICI)
• Time Domain Orthogonality:
– Every subcarrier has an integer number of cycles within symbol time
• Satisfies precise mathematical definition of orthogonality for complex
exponential (and sinusoidal) functions over the interval [0, 𝑇𝑢]
OFDM Demodulator basic
• The basic principle of OFDM demodulation consisting of a bank of correlators,
one for each subcarrier.
𝑌 𝑘 = න
m𝑇 𝑢
(m + 1) 𝑇𝑢
𝑟(𝑡) 𝑒−𝑗2𝜋𝑘∆𝑓𝑡. 𝑑𝑡
= න
m𝑇𝑢
(m + 1) 𝑇𝑢
෍
𝑝=0
𝑁−1
𝑎 𝑝 𝑒 𝑗2𝜋𝑝∆𝑓𝑡
. 𝑒−𝑗2𝜋𝑘∆𝑓𝑡
. 𝑑𝑡
= ෍
𝑝=0
𝑁−1
𝑎 𝑝 න
m𝑇𝑢
(m + 1) 𝑇 𝑢
𝑒 𝑗2𝜋(𝑝−𝑘) ∆𝑓𝑡
. 𝑑𝑡
𝑌(𝑘) = ቊ
𝑎 𝑝 𝑘 = 𝑝
0 𝑘 ≠ 𝑝
OFDM Implementation
• Bank of modulators/correlators to illustrate the basic principles of OFDM
modulation and demodulation, these are not the most appropriate
modulator/demodulator structures for actual implementation.
• OFDM allows for low-complexity implementation by means of
computationally efficient Fast Fourier Transform (FFT) processing
OFDM Implementation
• 𝑁𝑐 : Number of sub-carriers spacing
• 𝑇𝑢 : Symbol-time duration
• 𝑇𝑆 : Sampling- time
- After reconstruction filter ( D/A)
𝑥 𝑂𝐹𝐷𝑀 𝑡 = ෍
𝑘=0
𝑁 𝑐−1
𝑎 𝑘 𝑒 𝑗2𝜋𝑘∆𝑓𝑡
𝑥 𝑛 = ෍
𝑘=0
𝑁 𝑐−1
𝑎 𝑘 𝑒
ൗ𝑗2𝜋𝑘𝑛
𝑁 𝑐
𝑁𝑐 =
𝑇𝑢
𝑇𝑠
, ∆𝑓 =
1
𝑇𝑢
𝑥 𝑛 = ෍
𝑘=0
𝑁 𝑐−1
𝑎 𝑘 𝑒 𝑗2𝜋𝑘∆𝑓𝑛 𝑇𝑠
OFDM Implementation
• Time Domain: Guard Time
OFDM Implementation
• Time Domain: Guard Time
OFDMA Block
Selection of OFDM Parameters
If OFDM is to be used as the transmission scheme in a mobile-communication
system, the following basic OFDM parameters need to be decided upon:
1. The subcarrier spacing Δf.
2. The number of subcarriers 𝑁𝑐 , which, together with the subcarrier spacing,
determines the overall transmission bandwidth of the OFDM signal
3. The cyclic-prefix length 𝑇𝑐𝑝. Together with the subcarrier spacing Δf = 1/ 𝑇𝑢.,
the cyclic-prefix length determines the overall OFDM symbol time
𝑇 = 𝑇𝑢 + 𝑇𝑐𝑝 Or, equivalently, the OFDM symbol rate
Selection of OFDM Parameters
In summary, the following three design criteria can be identified:
𝑇𝐶𝑃 ≥ 𝑇𝑑 To prevent ISI,
𝑓 𝑑(𝑚𝑎𝑥)
∆𝑓
≪ 1 To keep ICI due to Doppler sufficiently low,
𝑇𝑐𝑝
𝑇𝑢 + 𝑇𝑐𝑝
≪ 1 For spectral efficiency.
OFDMA: Multiple Access Extensions of OFDM
• LTE uses OFDMA which is a more advanced form of OFDM where subcarriers
can be allocated to different users over time. This provides much-needed
frequency diversity in cases where the data rate is low meaning a narrow
frequency allocation which is susceptible to narrow-band fading.
OFDMA in LTE standard
Carrier Frequency Offset (CFO)
This CFO in OFDM systems causes loss of orthogonality among subcarriers and
subsequently leads to significant performance degradation caused by :
• Misalignment between transmitter and receiver RF local oscillators
• Doppler spread caused by the relative motion of transmitter and receiver
Carrier Frequency Offset (CFO)
- Doppler Frequency :
𝜹𝒇 =
𝒗
𝒄
. 𝒇 𝒄
In IEEE 802.11a standard :
Carrier frequency : 5 GHz
Velocity : 100 km/h,
The offset value is ∆f =1.6kHz, which is relatively insignificant compared to the carrier spacing of
312.5 kHz.
Misalignment between Tx and RX :
The other source of frequency offset is due to frequency errors in the oscillators. The IEEE
802.11a standard requires the oscillators to have frequency errors within 20 ppm
(or ± 𝟐𝟎 × 𝟏𝟎−𝟔 ). For a carrier of 5 GHz, this means a maximum frequency error of:
𝜹𝒇 𝒎𝒂𝒙 = 𝟐 × ±𝟐𝟎 × 𝟏𝟎−𝟔 × 𝟓 × 𝟏𝟎 𝟗 = ±𝟐𝟎𝟎 𝒌𝑯𝒛
Effects of CFO in OFDM
• The orthogonality among the subcarriers is destroyed which leads to Inter Carrier Interference (ICI), resulting in a
significant degradation of the overall BER performance.
• The signal is attenuated and rotated.
ɛ =
𝜹𝒇
∆𝒇
Effects of CFO in OFDM
The ICI between 𝑘 𝑡ℎ and (𝑘 + 𝑚) 𝑡ℎ subcarriers causes by frequency offset ɛ
can be found by their inner product
𝐼 𝑘 = න
0
𝑇𝑠
𝑠 𝑘 𝑡 𝑠 𝑘+𝑚
∗ 𝑡 =
𝑇𝑠(1 − 𝑒−𝑗2𝜋(𝑚+ɛ)
)
𝑗2𝜋(𝑚 + ɛ)

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Project session part_2

  • 1. ECNG 436/4312 Course Project Part I : OFDM basics Mina Yonan m.yonan@cu.edu.eg m.yonan@aucegypt.edu
  • 2. Why OFDM ? • In a single carrier communication system, the symbol period must be much greater than the delay time in order to avoid inter-symbol interference (ISI). • data rate is inversely proportional to symbol period, having long symbol periods means low data rate and communication inefficiency
  • 4. Multicarrier Principle • In Multicarrier, the high-rate stream of data symbols is first Serial- to-Parallel (S/P) converted for modulation onto M parallel subcarriers. • This increases the symbol duration on each subcarrier by a factor of approximately M, such that it becomes significantly longer than the channel delay spread.
  • 5. Multi-carrier : Conventional FDM Multicarrier
  • 6. Multi-carrier : Conventional FDM Multicarrier Conventional frequency division multiplexing : type of Multicarrier techniques A serial- to-parallel (S-to-P) converter converts the high-rate stream into 𝒌 separate low-rate substreams. As a result, each low-rate substream has a rate of 𝑹 𝒔/𝒌 sps.
  • 7. Multi-carrier : Conventional FDM Multicarrier Advantages of Conventional FDM: • It is effective at combating inter-symbol interference (ISI) and multipath fading. • It can adjust modulation and coding for each subcarrier • It has simple equalization. Disadvantages of FDM: • The transmitter needs to have K separate D-to-A converters and K separate radio frequency (RF) modulators. • FDM is not bandwidth efficient. The extra guard bands necessarily add to the total bandwidth requirement
  • 9. Basics of OFDM • The objective is still to transmit a high-rate stream using multiple subcarriers. • OFDM overcomes the problem of the large bandwidth requirement imposed by guard bands. Instead of using K local oscillators (LOs) and K multipliers in modulation,
  • 10. OFDM Modulator basic න m𝑇 𝑢 (m + 1) 𝑇𝑢 𝑥 𝑘1 ∗(𝑡) . 𝑥 𝑘2(𝑡) 𝑑𝑡 = න m𝑇𝑢 (m + 1) 𝑇𝑢 𝑒−𝑗2𝜋𝑘1∆𝑓 𝑡 𝑒 𝑗2𝜋𝑘2∆𝑓 𝑡 𝑑𝑡 = 0 when 𝑘1 ≠ 𝑘2
  • 11. OFDM Modulator basic Subcarrier Orthogonality • Orthogonality simplifies recovery of the N data streams – Orthogonal subcarriers = No inter-carrier-interference (ICI) • Time Domain Orthogonality: – Every subcarrier has an integer number of cycles within symbol time • Satisfies precise mathematical definition of orthogonality for complex exponential (and sinusoidal) functions over the interval [0, 𝑇𝑢]
  • 12. OFDM Demodulator basic • The basic principle of OFDM demodulation consisting of a bank of correlators, one for each subcarrier. 𝑌 𝑘 = න m𝑇 𝑢 (m + 1) 𝑇𝑢 𝑟(𝑡) 𝑒−𝑗2𝜋𝑘∆𝑓𝑡. 𝑑𝑡 = න m𝑇𝑢 (m + 1) 𝑇𝑢 ෍ 𝑝=0 𝑁−1 𝑎 𝑝 𝑒 𝑗2𝜋𝑝∆𝑓𝑡 . 𝑒−𝑗2𝜋𝑘∆𝑓𝑡 . 𝑑𝑡 = ෍ 𝑝=0 𝑁−1 𝑎 𝑝 න m𝑇𝑢 (m + 1) 𝑇 𝑢 𝑒 𝑗2𝜋(𝑝−𝑘) ∆𝑓𝑡 . 𝑑𝑡 𝑌(𝑘) = ቊ 𝑎 𝑝 𝑘 = 𝑝 0 𝑘 ≠ 𝑝
  • 13.
  • 14. OFDM Implementation • Bank of modulators/correlators to illustrate the basic principles of OFDM modulation and demodulation, these are not the most appropriate modulator/demodulator structures for actual implementation. • OFDM allows for low-complexity implementation by means of computationally efficient Fast Fourier Transform (FFT) processing
  • 15. OFDM Implementation • 𝑁𝑐 : Number of sub-carriers spacing • 𝑇𝑢 : Symbol-time duration • 𝑇𝑆 : Sampling- time - After reconstruction filter ( D/A) 𝑥 𝑂𝐹𝐷𝑀 𝑡 = ෍ 𝑘=0 𝑁 𝑐−1 𝑎 𝑘 𝑒 𝑗2𝜋𝑘∆𝑓𝑡 𝑥 𝑛 = ෍ 𝑘=0 𝑁 𝑐−1 𝑎 𝑘 𝑒 ൗ𝑗2𝜋𝑘𝑛 𝑁 𝑐 𝑁𝑐 = 𝑇𝑢 𝑇𝑠 , ∆𝑓 = 1 𝑇𝑢 𝑥 𝑛 = ෍ 𝑘=0 𝑁 𝑐−1 𝑎 𝑘 𝑒 𝑗2𝜋𝑘∆𝑓𝑛 𝑇𝑠
  • 16. OFDM Implementation • Time Domain: Guard Time
  • 17. OFDM Implementation • Time Domain: Guard Time
  • 19. Selection of OFDM Parameters If OFDM is to be used as the transmission scheme in a mobile-communication system, the following basic OFDM parameters need to be decided upon: 1. The subcarrier spacing Δf. 2. The number of subcarriers 𝑁𝑐 , which, together with the subcarrier spacing, determines the overall transmission bandwidth of the OFDM signal 3. The cyclic-prefix length 𝑇𝑐𝑝. Together with the subcarrier spacing Δf = 1/ 𝑇𝑢., the cyclic-prefix length determines the overall OFDM symbol time 𝑇 = 𝑇𝑢 + 𝑇𝑐𝑝 Or, equivalently, the OFDM symbol rate
  • 20. Selection of OFDM Parameters In summary, the following three design criteria can be identified: 𝑇𝐶𝑃 ≥ 𝑇𝑑 To prevent ISI, 𝑓 𝑑(𝑚𝑎𝑥) ∆𝑓 ≪ 1 To keep ICI due to Doppler sufficiently low, 𝑇𝑐𝑝 𝑇𝑢 + 𝑇𝑐𝑝 ≪ 1 For spectral efficiency.
  • 21. OFDMA: Multiple Access Extensions of OFDM • LTE uses OFDMA which is a more advanced form of OFDM where subcarriers can be allocated to different users over time. This provides much-needed frequency diversity in cases where the data rate is low meaning a narrow frequency allocation which is susceptible to narrow-band fading.
  • 22. OFDMA in LTE standard
  • 23. Carrier Frequency Offset (CFO) This CFO in OFDM systems causes loss of orthogonality among subcarriers and subsequently leads to significant performance degradation caused by : • Misalignment between transmitter and receiver RF local oscillators • Doppler spread caused by the relative motion of transmitter and receiver
  • 24. Carrier Frequency Offset (CFO) - Doppler Frequency : 𝜹𝒇 = 𝒗 𝒄 . 𝒇 𝒄 In IEEE 802.11a standard : Carrier frequency : 5 GHz Velocity : 100 km/h, The offset value is ∆f =1.6kHz, which is relatively insignificant compared to the carrier spacing of 312.5 kHz. Misalignment between Tx and RX : The other source of frequency offset is due to frequency errors in the oscillators. The IEEE 802.11a standard requires the oscillators to have frequency errors within 20 ppm (or ± 𝟐𝟎 × 𝟏𝟎−𝟔 ). For a carrier of 5 GHz, this means a maximum frequency error of: 𝜹𝒇 𝒎𝒂𝒙 = 𝟐 × ±𝟐𝟎 × 𝟏𝟎−𝟔 × 𝟓 × 𝟏𝟎 𝟗 = ±𝟐𝟎𝟎 𝒌𝑯𝒛
  • 25. Effects of CFO in OFDM • The orthogonality among the subcarriers is destroyed which leads to Inter Carrier Interference (ICI), resulting in a significant degradation of the overall BER performance. • The signal is attenuated and rotated. ɛ = 𝜹𝒇 ∆𝒇
  • 26. Effects of CFO in OFDM The ICI between 𝑘 𝑡ℎ and (𝑘 + 𝑚) 𝑡ℎ subcarriers causes by frequency offset ɛ can be found by their inner product 𝐼 𝑘 = න 0 𝑇𝑠 𝑠 𝑘 𝑡 𝑠 𝑘+𝑚 ∗ 𝑡 = 𝑇𝑠(1 − 𝑒−𝑗2𝜋(𝑚+ɛ) ) 𝑗2𝜋(𝑚 + ɛ)