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COMPARISON OF BER PERFORMANCES
OF
64-PSK AND 64-QAM
IN AWGN CHANNELS
EE451 Communication Systems II
Berk SOYSAL
Yiğitcan AYDOĞMUŞ
OUTLINE
1 INTRODUCTION
2 BINARY MODULATION
3 M-ARY MODULATION
4 M-PSK MODULATION
5 M-QAM MODULATION
6 AWGN CHANNEL EFFECT
7 BIT ERROR RATE
8 RESULTS
9 CONCLUSION
INTRODUCTION
• What is digital communication ?
• Digital communication is the transmission of
information that has been encoded digitally,
and passed through digital devices such as
computers.
INTRODUCTION
• What is modulation ?
• Modulation is the process of varying one or more
properties of a periodic waveform, called the carrier
signal with an information bearing signal.
• Why do we need modulation ?
• Low frequency signals are more immune to noise.
• Prevent interference.
• Reduce the antenna size in designed transceivers.
BINARY MODULATION
M-ARY MODULATION
• In general, M-ary communication is used when one
needs to design a communication system that is
bandwidth efficient.
• However, the gain in bandwidth is accomplished at
the expense of error performance.
M-ARY MODULATION
• To use M-ary modulation, the bit stream is blocked
into groups of λ bits.
• The number of bit patterns is M = 2λ
• The symbol transmission rate is;
Rs = 1/Ts = 1/(λTb) = Rb/λ symbols/sec
There is a bandwidth saving of 1/λ compared to binary
modulation.
M-PSK MODULATION
• In this modulation type, the information is encoded in
the phase of the transmitted signal.
M-PSK MODULATION
• The signals lie on a circle of radius √Es, and are
spaced every 2π/M radians around the circle.
Constellation Diagram of 64-PSK;
Decision Regions for M-PSK receiver;
M-QAM MODULATION
• In this modulation type, the information is encoded in
both the amplitude and the phase of the transmitted
signal.
• In QAM the transmitted signal has the form:• This signal is demodulated by multiplying with a cosine signal;• Or equivalently;
• Applying LPF removes the sine and cosine terms
and leaves only the message term.
64-QAM MODULATION
• In 64 QAM there are 64 signal points in the constellation
that are equally divided into four quadrants.
• Since the constellation is divided equally into four
quadrants, normalizing the energy in a single quadrant
will simplify things.
Constellation
Diagram of
64-QAM;
Calculating the total energy in any one of the quadrant;
The average energy is
and the normalization factor will be .
AWGN CHANNEL EFFECT
Additive white Gaussian noise (AWGN) is a channel model
in which the only impairment to communication is a linear
addition of wideband or white noise with a constant spectral
density and a Gaussian distribution of amplitude.
Noisy Constellation Diagrams;
BIT ERROR RATE
• The bit error rate or bit error ratio (BER) is the
number of bit errors divided by the total number of
transferred bits during a studied time interval.
• Bit error rate (BER) is a parameter which gives an
excellent indication of the performance of a data link.
THEORETHICAL BER OF
M-QAM & M-PSK
k=log2M
THEORETHICAL BER GRAPH OF M-
PSK
THEORETHICAL BER GRAPH OF M-
QAM
RESULTS
M-PSK VERSUS M-QAM
Bandwidth and Power Efficiency of M-PSK Signals
Bandwidth and Power Efficiency of M-QAM Signals
SHANNON’S LIMIT
THANK YOU FOR
LISTENING !

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Comparison of BER performances of 64-PSK and 64-QAM in AWGN channels

  • 1. COMPARISON OF BER PERFORMANCES OF 64-PSK AND 64-QAM IN AWGN CHANNELS EE451 Communication Systems II Berk SOYSAL Yiğitcan AYDOĞMUŞ
  • 2. OUTLINE 1 INTRODUCTION 2 BINARY MODULATION 3 M-ARY MODULATION 4 M-PSK MODULATION 5 M-QAM MODULATION 6 AWGN CHANNEL EFFECT 7 BIT ERROR RATE 8 RESULTS 9 CONCLUSION
  • 3. INTRODUCTION • What is digital communication ? • Digital communication is the transmission of information that has been encoded digitally, and passed through digital devices such as computers.
  • 4. INTRODUCTION • What is modulation ? • Modulation is the process of varying one or more properties of a periodic waveform, called the carrier signal with an information bearing signal. • Why do we need modulation ? • Low frequency signals are more immune to noise. • Prevent interference. • Reduce the antenna size in designed transceivers.
  • 6. M-ARY MODULATION • In general, M-ary communication is used when one needs to design a communication system that is bandwidth efficient. • However, the gain in bandwidth is accomplished at the expense of error performance.
  • 7. M-ARY MODULATION • To use M-ary modulation, the bit stream is blocked into groups of λ bits. • The number of bit patterns is M = 2λ • The symbol transmission rate is; Rs = 1/Ts = 1/(λTb) = Rb/λ symbols/sec There is a bandwidth saving of 1/λ compared to binary modulation.
  • 8. M-PSK MODULATION • In this modulation type, the information is encoded in the phase of the transmitted signal.
  • 9. M-PSK MODULATION • The signals lie on a circle of radius √Es, and are spaced every 2π/M radians around the circle. Constellation Diagram of 64-PSK; Decision Regions for M-PSK receiver;
  • 10. M-QAM MODULATION • In this modulation type, the information is encoded in both the amplitude and the phase of the transmitted signal. • In QAM the transmitted signal has the form:• This signal is demodulated by multiplying with a cosine signal;• Or equivalently; • Applying LPF removes the sine and cosine terms and leaves only the message term.
  • 11. 64-QAM MODULATION • In 64 QAM there are 64 signal points in the constellation that are equally divided into four quadrants. • Since the constellation is divided equally into four quadrants, normalizing the energy in a single quadrant will simplify things. Constellation Diagram of 64-QAM; Calculating the total energy in any one of the quadrant; The average energy is and the normalization factor will be .
  • 12. AWGN CHANNEL EFFECT Additive white Gaussian noise (AWGN) is a channel model in which the only impairment to communication is a linear addition of wideband or white noise with a constant spectral density and a Gaussian distribution of amplitude. Noisy Constellation Diagrams;
  • 13. BIT ERROR RATE • The bit error rate or bit error ratio (BER) is the number of bit errors divided by the total number of transferred bits during a studied time interval. • Bit error rate (BER) is a parameter which gives an excellent indication of the performance of a data link.
  • 14. THEORETHICAL BER OF M-QAM & M-PSK k=log2M
  • 18. M-PSK VERSUS M-QAM Bandwidth and Power Efficiency of M-PSK Signals Bandwidth and Power Efficiency of M-QAM Signals