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PULSE MODULATION
Pulse Modulation 
 Advantages of pulse modulation: 
 Noise immunity, because pulses are evaluated 
based on precise time interval and amplitude 
compared with reference level 
 Multiplexing is possible 
 Signal regeneration is used instead of 
amplification 
 Simpler to measure and evaluate
Pulse Modulation 
 Disadvantages of pulse modulation: 
 Use more bandwidth – generation of pulses 
require more bandwidth 
 Need additional encoding and decoding circuitry 
 Require precise time synchronization in receiver 
and transmitter 
 Incompatible with older analog transmission 
systems
 Basic types of pulse modulation: 
 Phase amplitude modulation (PAM) 
 Pulse width modulation (PWM) 
 Pulse position modulation (PPM) 
 Pulse code modulation (PCM)
Pulse Amplitude Modulation (PAM) 
 PAM waveform characteristics: 
 Pulse width is constant 
 Position of pulse is constant 
 Amplitude of pulse is varied according to the 
amplitude of the sample of the analog signal 
 Application: PAM is used as an intermediate 
form of modulation with PSK (phase-shift 
keying), QAM (quadrature amplitude 
modulation) and PCM
Pulse Width Modulation (PWM) 
 Width of pulse is varied proportional to the 
amplitude of the analog signal at the time the 
signal is sampled 
 The resulting PWM waveform has constant 
amplitude 
 Application: Special-purpose communication 
systems, mainly for military, rarely for 
commercial digital transmission systems
Pulse Position Modulation (PPM) 
 Position of the pulse is varied according to the 
amplitude of the analog signal 
 The resulting PPM waveform has constant 
amplitude and constant width 
 Application: Special-purpose communication 
systems, mainly for military, rarely for 
commercial digital transmission systems
Comparing PAM, PWM and PPM 
Resulting 
Pulse 
Pulse 
Amplitude 
Modulatio 
n (PAM) 
Pulse 
Width 
Modulatio 
n (PWM) 
Pulse 
Position 
Modulatio 
n (PPM) 
Pulse width 
(duration) 
Constant Variable Constant 
Pulse 
position 
Constant Constant Variable 
Pulse height 
(amplitude) 
Variable Constant Constant
Pulse Code Modulation (PCM) 
 A form of digitally encoding analog signal 
 Pulses are of fixed length and amplitude 
 Is a binary system i.e. represented by logic 1 
or 0 
 PCM is the most widely used pulse modulation 
technique
Pulse Code Modulation (PCM) 
Bandpass 
filter 
Sample 
and hold 
Analog to 
digital 
converter 
Parallel to 
serial 
converter 
Regenerative 
repeater 
Regenerative 
repeater 
Serial to 
parallel 
converter 
Digital to 
analog 
converter 
Hold Low pass 
filter 
Analog 
input 
signal 
Output 
signal 
PCM Transmitter 
PCM Receiver
PCM 
 At transmitter: 
 Bandpass filter limits frequency of analog signal 
 Sample-and-hold periodically samples analog signal to 
obtain PAM samples 
 ADC change PAM samples to parallel PCM codes 
 Parallel-to-serial converter change parallel PCM codes to 
serial digital codes 
 Repeaters regenerate digital pulses in the transmission 
line 
 Integrated circuit which performs encoding and 
decoding is called codec (coder/decoder) 
 At receiver, the operation is reverse to that of the 
transmitter. The “hold” circuit converts PAM signals 
to original analog form
 In summary, 3 steps in PCM: 
 Sampling 
 Quantization 
 Encoding
PCM sampling 
 PCM sampling will periodically sample 
continually changing analog input voltage 
 Sampling rate must fulfill Nyquist sampling 
theorem i.e. sampling rate must be at least 
twice the highest frequency of input signal 
 2 types of PCM sampling: 
 Natural sampling 
 Flat-top sampling
Natural sampling 
 Top of the pulse takes shape of input 
waveform for the sample interval 
 Difficult for ADC to convert to PCM code 
because amplitude is not constant
Flat-top sampling 
 Top remains at the sampled value for the 
duration of the sample 
 Works with sample-and-hold circuit 
 Most commonly used
Quantization 
 Quantization  convert sampled amplitudes 
to discrete amplitudes taken from a set of 
possible amplitudes 
 Quantization level = the individual voltage 
levels 
 Quantization interval (or quantum) = 
difference between adjacent voltage levels 
 No. of quantization levels, L 
L = 2n 
Where n = no. of bits used in the code
 Maximum quantization level is given by 
2(n-1) – 1, where n is the no. of bits
Encoding 
 Encoding  assigning each quantization 
level to a set of codes 
 The codes are sign-magnitude codes, 
where the most significant bit (MSB) is the 
sign bit, and the others represent magnitude
Dynamic Range (DR) 
 Dynamic Range (DR): 
DR = V 
max 
V 
min 
Where Vmax = maximum voltage magnitude 
Vmin = quantum value (interval size)
Example 1 
 Given a PCM system with these parameters: 
maximum analog input frequency = 4 kHz 
no. of bits used in PCM code = 8 
 Find 
 Minimum sampling rate 
 Number of quantization levels, and thus the 
number of codes 
 Maximum quantization level
Delta Modulation 
 Only a single bit is transmitted, which indicates 
whether that sample is larger or smaller than 
the previous sample 
 If current sample is smaller than previous 
sample, a ‘0’ is transmitted 
 If current sample is larger than previous 
sample, a ‘1’ is transmitted
Delta Modulation Transmitter 
Sample 
and 
hold 
Analog 
input 
Digital to 
analog 
converter 
Up/down 
counter 
Delta 
PCM 
+ 
- 
Sampling 
pulse 
clock 
1 = up 
0 = down
Delta Modulation Transmitter 
 Analog input is sampled and converted to PAM signal 
 PAM signal is compared with output of Digital-to-Analog 
Converter (DAC) 
 Output of DAC is a voltage equal to the regenerated 
magnitude of the previous sample which was stored in 
the up-down counter as a binary number 
 Up-down counter is incremented/decremented 
depending on whether the previous sample is 
larger/smaller than current sample 
 Up-down counter is clocked at a rate equal to the sample 
rate
Delta Modulation Receiver 
Low 
pass 
filter 
Digital to 
analog 
converter 
Delta 
Up/down 
PCM counter 
clock 
Recovered 
analog 
signal
Delta Modulation Receiver 
 As logic ‘1’ or ‘0’ are received, the up-down 
counter is incremented/decremented 
accordingly 
 Output of DAC in the decoder is identical to 
the output of DAC in the transmitter
Problems associated with Delta 
Modulation 
 1) Slope overload 
 Slope of analog signal will be greater than the 
delta modulator can maintain 
 Happens when analog input signal changes at a 
faster rate than the DAC can maintain 
 How to avoid: 
 Increase clock frequency 
 Increase magnitude of minimum step size
Problems associated with Delta 
Modulation 
 2) Granular noise 
 The reconstructed signal has variations that were 
not present in the original signal 
 Happens when the original analog input signal 
has a relatively constant amplitude 
 How to avoid: 
 Decrease step size
Problems associated with Delta 
Modulation 
 Small resolution is needed to reduce granular 
noise, but large resolution is needed to reduce 
slope overload. Hence, a compromise is 
needed 
 Granular noise – more prevalent in analog 
signals that have gradual slopes 
 Slope overload – more prevalent in analog 
signals that have steep slopes or rapid 
variations in amplitude
Differential PCM (DPCM) 
 Often in PCM, there are successive samples 
that are almost of equal amplitudes. This 
cause several identical PCM codes to be 
transmitted, which is redundant 
 DPCM can solve this problem by 
transmitting the amplitude difference of 
the two successive samples instead of the 
actual samples 
 Hence, fewer bits are required for DPCM
DPCM Transmitter 
 Low pass filter limits the input signal to half the sample 
rate 
 Differentiator subtractor compares the bandlimited 
input signal with the preceding accumulated signal level in 
the differentiator 
 The difference between the two signals is PCM encoded 
and transmitted 
Low 
pass 
filter 
Sample 
and 
hold 
Analog to 
digital 
converter 
Parallel to 
serial 
Differentiator 
subtractor 
Analog converter 
input 
Digital to 
analog 
converter 
Integrator Binary 
adder 
Serial 
DPCM
DPCM Receiver 
 Each received sample is converted to analog, 
stored and summed with the next sample 
received 
Serial to 
parallel 
converter 
Digital to 
analog 
converter 
Low pass Hold 
filter 
Sum 
signal 
out 
Adder + 
Integrator 
Serial 
DPCM 
in 
Analog 
out

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311 pulse modulation

  • 2. Pulse Modulation  Advantages of pulse modulation:  Noise immunity, because pulses are evaluated based on precise time interval and amplitude compared with reference level  Multiplexing is possible  Signal regeneration is used instead of amplification  Simpler to measure and evaluate
  • 3. Pulse Modulation  Disadvantages of pulse modulation:  Use more bandwidth – generation of pulses require more bandwidth  Need additional encoding and decoding circuitry  Require precise time synchronization in receiver and transmitter  Incompatible with older analog transmission systems
  • 4.  Basic types of pulse modulation:  Phase amplitude modulation (PAM)  Pulse width modulation (PWM)  Pulse position modulation (PPM)  Pulse code modulation (PCM)
  • 5. Pulse Amplitude Modulation (PAM)  PAM waveform characteristics:  Pulse width is constant  Position of pulse is constant  Amplitude of pulse is varied according to the amplitude of the sample of the analog signal  Application: PAM is used as an intermediate form of modulation with PSK (phase-shift keying), QAM (quadrature amplitude modulation) and PCM
  • 6. Pulse Width Modulation (PWM)  Width of pulse is varied proportional to the amplitude of the analog signal at the time the signal is sampled  The resulting PWM waveform has constant amplitude  Application: Special-purpose communication systems, mainly for military, rarely for commercial digital transmission systems
  • 7. Pulse Position Modulation (PPM)  Position of the pulse is varied according to the amplitude of the analog signal  The resulting PPM waveform has constant amplitude and constant width  Application: Special-purpose communication systems, mainly for military, rarely for commercial digital transmission systems
  • 8. Comparing PAM, PWM and PPM Resulting Pulse Pulse Amplitude Modulatio n (PAM) Pulse Width Modulatio n (PWM) Pulse Position Modulatio n (PPM) Pulse width (duration) Constant Variable Constant Pulse position Constant Constant Variable Pulse height (amplitude) Variable Constant Constant
  • 9. Pulse Code Modulation (PCM)  A form of digitally encoding analog signal  Pulses are of fixed length and amplitude  Is a binary system i.e. represented by logic 1 or 0  PCM is the most widely used pulse modulation technique
  • 10. Pulse Code Modulation (PCM) Bandpass filter Sample and hold Analog to digital converter Parallel to serial converter Regenerative repeater Regenerative repeater Serial to parallel converter Digital to analog converter Hold Low pass filter Analog input signal Output signal PCM Transmitter PCM Receiver
  • 11. PCM  At transmitter:  Bandpass filter limits frequency of analog signal  Sample-and-hold periodically samples analog signal to obtain PAM samples  ADC change PAM samples to parallel PCM codes  Parallel-to-serial converter change parallel PCM codes to serial digital codes  Repeaters regenerate digital pulses in the transmission line  Integrated circuit which performs encoding and decoding is called codec (coder/decoder)  At receiver, the operation is reverse to that of the transmitter. The “hold” circuit converts PAM signals to original analog form
  • 12.  In summary, 3 steps in PCM:  Sampling  Quantization  Encoding
  • 13. PCM sampling  PCM sampling will periodically sample continually changing analog input voltage  Sampling rate must fulfill Nyquist sampling theorem i.e. sampling rate must be at least twice the highest frequency of input signal  2 types of PCM sampling:  Natural sampling  Flat-top sampling
  • 14. Natural sampling  Top of the pulse takes shape of input waveform for the sample interval  Difficult for ADC to convert to PCM code because amplitude is not constant
  • 15. Flat-top sampling  Top remains at the sampled value for the duration of the sample  Works with sample-and-hold circuit  Most commonly used
  • 16. Quantization  Quantization  convert sampled amplitudes to discrete amplitudes taken from a set of possible amplitudes  Quantization level = the individual voltage levels  Quantization interval (or quantum) = difference between adjacent voltage levels  No. of quantization levels, L L = 2n Where n = no. of bits used in the code
  • 17.  Maximum quantization level is given by 2(n-1) – 1, where n is the no. of bits
  • 18. Encoding  Encoding  assigning each quantization level to a set of codes  The codes are sign-magnitude codes, where the most significant bit (MSB) is the sign bit, and the others represent magnitude
  • 19. Dynamic Range (DR)  Dynamic Range (DR): DR = V max V min Where Vmax = maximum voltage magnitude Vmin = quantum value (interval size)
  • 20. Example 1  Given a PCM system with these parameters: maximum analog input frequency = 4 kHz no. of bits used in PCM code = 8  Find  Minimum sampling rate  Number of quantization levels, and thus the number of codes  Maximum quantization level
  • 21. Delta Modulation  Only a single bit is transmitted, which indicates whether that sample is larger or smaller than the previous sample  If current sample is smaller than previous sample, a ‘0’ is transmitted  If current sample is larger than previous sample, a ‘1’ is transmitted
  • 22. Delta Modulation Transmitter Sample and hold Analog input Digital to analog converter Up/down counter Delta PCM + - Sampling pulse clock 1 = up 0 = down
  • 23. Delta Modulation Transmitter  Analog input is sampled and converted to PAM signal  PAM signal is compared with output of Digital-to-Analog Converter (DAC)  Output of DAC is a voltage equal to the regenerated magnitude of the previous sample which was stored in the up-down counter as a binary number  Up-down counter is incremented/decremented depending on whether the previous sample is larger/smaller than current sample  Up-down counter is clocked at a rate equal to the sample rate
  • 24. Delta Modulation Receiver Low pass filter Digital to analog converter Delta Up/down PCM counter clock Recovered analog signal
  • 25. Delta Modulation Receiver  As logic ‘1’ or ‘0’ are received, the up-down counter is incremented/decremented accordingly  Output of DAC in the decoder is identical to the output of DAC in the transmitter
  • 26. Problems associated with Delta Modulation  1) Slope overload  Slope of analog signal will be greater than the delta modulator can maintain  Happens when analog input signal changes at a faster rate than the DAC can maintain  How to avoid:  Increase clock frequency  Increase magnitude of minimum step size
  • 27. Problems associated with Delta Modulation  2) Granular noise  The reconstructed signal has variations that were not present in the original signal  Happens when the original analog input signal has a relatively constant amplitude  How to avoid:  Decrease step size
  • 28. Problems associated with Delta Modulation  Small resolution is needed to reduce granular noise, but large resolution is needed to reduce slope overload. Hence, a compromise is needed  Granular noise – more prevalent in analog signals that have gradual slopes  Slope overload – more prevalent in analog signals that have steep slopes or rapid variations in amplitude
  • 29. Differential PCM (DPCM)  Often in PCM, there are successive samples that are almost of equal amplitudes. This cause several identical PCM codes to be transmitted, which is redundant  DPCM can solve this problem by transmitting the amplitude difference of the two successive samples instead of the actual samples  Hence, fewer bits are required for DPCM
  • 30. DPCM Transmitter  Low pass filter limits the input signal to half the sample rate  Differentiator subtractor compares the bandlimited input signal with the preceding accumulated signal level in the differentiator  The difference between the two signals is PCM encoded and transmitted Low pass filter Sample and hold Analog to digital converter Parallel to serial Differentiator subtractor Analog converter input Digital to analog converter Integrator Binary adder Serial DPCM
  • 31. DPCM Receiver  Each received sample is converted to analog, stored and summed with the next sample received Serial to parallel converter Digital to analog converter Low pass Hold filter Sum signal out Adder + Integrator Serial DPCM in Analog out