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By
Manish Srivastava
Power delay profile
 The power delay profile (PDP) gives the intensity of
  a signal received through a multipath channel as a
  function of time delay.
 The time delay is the difference in travel time between
  multipath arrivals.
 In the graph of the PDP abscissa represents units of
  time whereas ordinate is usually in decibels. example.
 It can be measured empirically and can be used to extr
  act certain channel's parameters such as the delay spre
  ad.
Power delay profile
 The power delay profile (PDP) gives the intensity of
  a signal received through a multipath channel as a
  function of time delay.
 The time delay is the difference in travel time between
  multipath arrivals.
 In the graph of the PDP abscissa represents units of
  time whereas ordinate is usually in decibels. example.
 It can be measured empirically and can be used to extr
  act certain channel's parameters such as the delay spre
  ad.
Power delay profile graph….
                              -90
                                                       RMS Delay Spread ( ) = 46.4 ns


                              -90
Received Signal Level (dBm)




                                                       Mean Excess delay ( ) = 45 ns

                              -95


                                                           Maximum Excess delay < 10 dB = 110 ns

                              -100
                                                                                             Noise threshold



                              -105



                                     0   50   100    150      200   250   300   350    400   450

                                                    Excess Delay (ns)
FADING…
 It is the rapid fluctuations of received signal
  strength over short time intervals and/or travel
  distances
 Caused by interference from multiple copies of Tx
  signal arriving at Rx at slightly different times.
 Three most important effects:
    1. Rapid changes in signal strengths over small travel
       distances or short time periods.
    2. Changes in the frequency of signals.
    3. Multiple signals arriving at different times. When added
       together at the antenna, signals are spread out in time.
       This can cause a smearing of the signal and interference
       between bits that are received.
Multipath Propagation - Fading


                              a                    b
                                                                      No direct path
                          Diffracted
                            wave                Reflected
                                                  wave


 a                                          a
             Antenna      y=a+b                        Antenna        y=0
 b                                          b


     a & b are in phase                   a & b are out of phase by


                                           Complete fading when
                                       2 d/ = n , d is the path difference
Z. Ghassemlooy
 Even stationary Tx/Rx wireless links can experience
    fading due to the motion of objects
    (cars, people, trees, etc.) in surrounding environment
    off of which come the reflections.
Transmitting a short pulse over a
(i) frequency-selective (delay-spread) fading channel:
                  Transmitted     Received


                          t                    t
                     Tp                    Tp + dt

(ii) time-selective (Doppler-spread) fading channel:
               Transmitted      Received


                            t                  t
                       Tp             Tp
Small scale fading classification
                                  Flat fading

          Multi path time delay

                                  Frequency selective fading


 fading

                                  Fast fading
          Doppler spread

                                  Slow fading
Multipath time Delay Spread

                                  Figure Explaining Multi-path Fading




 When the waves of multi-path signals are out of
  phase, reduction of the signal strength at the receiver can
  occur.
 The 2 types of delay spreads are-
 A) FLAT FADING
 B) FREQUENCY SELECTIVE FADING
DELAY SPREAD
 The different signal paths between Tx and a Rx
  corresponds to different transmission times. For an
  identical signal pulse from the Tx, multiple copies of
  the signals are received at the receiver at different
  moments.
 The signal on the shortest path (typically LOS) reaches
  first than those on longer paths. The direct effect of
  these un-simultaneous arrivals of signal causes the
  spread of the original signal in time domain.
 This spread is called the DELAY SPREAD.
 In tele-communication, the delay spread is a measure
  of the MULTI-PATH RICHNESS of a communication
  channel.
 It is used most of the time in characterizing wireless
  channel but applies to any other multipath channel
  like multipath in optical fibres.

 Corresponding to the concept of delay spread, there is
  a term called COHERENCE BANDWIDTH used to
  measure the up-limit bandwidth that can be
  transmitted for a channel to be free of ISI.
 Defn: Defined as the 10% of the recipocal of rms delay
        spread. In this the channel passes all the
       spectral components with approx. equal gain and
       phase.
Multipath Delay Spread
 First-arrival delay (τA)
 Mean excess delay          e   (   A   ) P( )d




 Z. Ghassemlooy
Effects of delay spread:
 It causes-
INTER SYMBOL INTERFERENCE (ISI)
 if the bandwidth of a transmitter signal is less
   than the channel coherence bandwidth, the channel
   shows flat fading to be free of ISI.
 otherwise, the channel shows frequency selective
   fading and may suffer from ISI.
  •Delay spread varies with the terrain with typical values for rural, urban and
  suburban areas:

   0 .2   s rural             3 .0 s urban                    0.5 s suburban
DOPPLER SPREAD
   Defn : Time varying fading due to the motion of a
    scatter or the motion of the transmitter or receiver
    or both results in Doppler spread.
   It is caused by TIME SELECTIVE FADING.
        i.e for a particular instance of time channel behaves as a
        fading channel and for rest it behaves as FLAT channel.
  TYPES OF FADING ON BASIS OF DOPPLER SPREAD:

Fast fading – channel impulse         Slow fading – channel impulse
response changes rapidly within the   response changes at a rate much slower than
symbol duration                       the transmitted symbol bandwidth
EFFECT OF MOVEMENT




             Here is a plot of the magnitude of fading
             as a function of time and frequency.

             In this case, the channel does not change
             much over time. It is a slowly fading
             channel.
EFFECT OF MOVEMENT




           Here is a plot of the magnitude of fading as a
           function of time and frequency.

           In this case, the channel does not vary with
           frequency, it only varies over time.
EFFECT OF MOVEMENT




            Here is a plot of the magnitude of fading
            as a function of time and frequency.

            In this case, the channel varies both with
            frequency and time.
Doppler Effect
 When the receiver or transmitter are moving, the frequency
  is shifted by     f = v/ cos( ), v is velocity and              is wave length




                                     v           c is the speed of light.
  The maximum shift is f m             fc
                                     c

 If the the signal is sent at fc and passed
 through a fading channel, the spectrum of the
 received signal is:




          Thus, not only one frequency is received, but many.
•If a sinusoidal signal is transmitted
(represented by a spectral line in the
frequency domain), after transmission over a
fading channel, we will receive a power
spectrum that is spread according to the
image.

                                          Figure: Measured Doppler spread at 1800
                                          MHz. Doppler spread = 60.3 Hz
•The frequency range where the power
spectrum is nonzero defines the Doppler
spread.
The Doppler frequency
                                     V
                          fD              cos          f m cos


   The received signal
                                fr        fc        f m cos
       frequency


• When = 0o (mobile moving away from the transmitter)
                          fr         fc        fm
• When = 90o (I.e. mobile circling around)
                               fr          fc
• When = 180o (mobile moving towards the transmitter)
                           fr         fc        fm
Doppler spread and coherence
 time
 Doppler spread and coherence                Tc
                                                     1
  time (Tc) are inversely                          frms
  proportional
                                      frms is the rms value of maximum doppler shift

                                       Given as,           fm
                                                    frms
                                                            2


                              9
                      Tc
                            16 frms         For 0.5 correlation
Doppler Effect
 To mitigate the Doppler effect:
    Use low frequencies
    Transmit in bursts so the channel is constant during the
     burst.
    Include training sequences on each frame so the channel
     can be re-estimated for each transmission.
    Do move – indoor use only
 THANK YOU..!! 
    {FOR BEING SILENT LISTENERS}

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Understanding Power Delay Profiles and Multipath Fading Effects

  • 2. Power delay profile  The power delay profile (PDP) gives the intensity of a signal received through a multipath channel as a function of time delay.  The time delay is the difference in travel time between multipath arrivals.  In the graph of the PDP abscissa represents units of time whereas ordinate is usually in decibels. example.  It can be measured empirically and can be used to extr act certain channel's parameters such as the delay spre ad.
  • 3. Power delay profile  The power delay profile (PDP) gives the intensity of a signal received through a multipath channel as a function of time delay.  The time delay is the difference in travel time between multipath arrivals.  In the graph of the PDP abscissa represents units of time whereas ordinate is usually in decibels. example.  It can be measured empirically and can be used to extr act certain channel's parameters such as the delay spre ad.
  • 4. Power delay profile graph…. -90 RMS Delay Spread ( ) = 46.4 ns -90 Received Signal Level (dBm) Mean Excess delay ( ) = 45 ns -95 Maximum Excess delay < 10 dB = 110 ns -100 Noise threshold -105 0 50 100 150 200 250 300 350 400 450 Excess Delay (ns)
  • 5. FADING…  It is the rapid fluctuations of received signal strength over short time intervals and/or travel distances  Caused by interference from multiple copies of Tx signal arriving at Rx at slightly different times.  Three most important effects: 1. Rapid changes in signal strengths over small travel distances or short time periods. 2. Changes in the frequency of signals. 3. Multiple signals arriving at different times. When added together at the antenna, signals are spread out in time. This can cause a smearing of the signal and interference between bits that are received.
  • 6. Multipath Propagation - Fading a b No direct path Diffracted wave Reflected wave a a Antenna y=a+b Antenna y=0 b b a & b are in phase a & b are out of phase by Complete fading when 2 d/ = n , d is the path difference Z. Ghassemlooy
  • 7.  Even stationary Tx/Rx wireless links can experience fading due to the motion of objects (cars, people, trees, etc.) in surrounding environment off of which come the reflections. Transmitting a short pulse over a (i) frequency-selective (delay-spread) fading channel: Transmitted Received t t Tp Tp + dt (ii) time-selective (Doppler-spread) fading channel: Transmitted Received t t Tp Tp
  • 8. Small scale fading classification Flat fading Multi path time delay Frequency selective fading fading Fast fading Doppler spread Slow fading
  • 9. Multipath time Delay Spread Figure Explaining Multi-path Fading  When the waves of multi-path signals are out of phase, reduction of the signal strength at the receiver can occur.  The 2 types of delay spreads are-  A) FLAT FADING  B) FREQUENCY SELECTIVE FADING
  • 10. DELAY SPREAD  The different signal paths between Tx and a Rx corresponds to different transmission times. For an identical signal pulse from the Tx, multiple copies of the signals are received at the receiver at different moments.  The signal on the shortest path (typically LOS) reaches first than those on longer paths. The direct effect of these un-simultaneous arrivals of signal causes the spread of the original signal in time domain.  This spread is called the DELAY SPREAD.
  • 11.  In tele-communication, the delay spread is a measure of the MULTI-PATH RICHNESS of a communication channel.  It is used most of the time in characterizing wireless channel but applies to any other multipath channel like multipath in optical fibres.  Corresponding to the concept of delay spread, there is a term called COHERENCE BANDWIDTH used to measure the up-limit bandwidth that can be transmitted for a channel to be free of ISI.  Defn: Defined as the 10% of the recipocal of rms delay spread. In this the channel passes all the spectral components with approx. equal gain and phase.
  • 12. Multipath Delay Spread  First-arrival delay (τA)  Mean excess delay e ( A ) P( )d Z. Ghassemlooy
  • 13. Effects of delay spread:  It causes- INTER SYMBOL INTERFERENCE (ISI)  if the bandwidth of a transmitter signal is less than the channel coherence bandwidth, the channel shows flat fading to be free of ISI.  otherwise, the channel shows frequency selective fading and may suffer from ISI. •Delay spread varies with the terrain with typical values for rural, urban and suburban areas: 0 .2 s rural 3 .0 s urban 0.5 s suburban
  • 14. DOPPLER SPREAD  Defn : Time varying fading due to the motion of a scatter or the motion of the transmitter or receiver or both results in Doppler spread.  It is caused by TIME SELECTIVE FADING. i.e for a particular instance of time channel behaves as a fading channel and for rest it behaves as FLAT channel. TYPES OF FADING ON BASIS OF DOPPLER SPREAD: Fast fading – channel impulse Slow fading – channel impulse response changes rapidly within the response changes at a rate much slower than symbol duration the transmitted symbol bandwidth
  • 15. EFFECT OF MOVEMENT Here is a plot of the magnitude of fading as a function of time and frequency. In this case, the channel does not change much over time. It is a slowly fading channel.
  • 16. EFFECT OF MOVEMENT Here is a plot of the magnitude of fading as a function of time and frequency. In this case, the channel does not vary with frequency, it only varies over time.
  • 17. EFFECT OF MOVEMENT Here is a plot of the magnitude of fading as a function of time and frequency. In this case, the channel varies both with frequency and time.
  • 18. Doppler Effect  When the receiver or transmitter are moving, the frequency is shifted by f = v/ cos( ), v is velocity and is wave length v c is the speed of light. The maximum shift is f m fc c If the the signal is sent at fc and passed through a fading channel, the spectrum of the received signal is: Thus, not only one frequency is received, but many.
  • 19. •If a sinusoidal signal is transmitted (represented by a spectral line in the frequency domain), after transmission over a fading channel, we will receive a power spectrum that is spread according to the image. Figure: Measured Doppler spread at 1800 MHz. Doppler spread = 60.3 Hz •The frequency range where the power spectrum is nonzero defines the Doppler spread.
  • 20. The Doppler frequency V fD cos f m cos The received signal fr fc f m cos frequency • When = 0o (mobile moving away from the transmitter) fr fc fm • When = 90o (I.e. mobile circling around) fr fc • When = 180o (mobile moving towards the transmitter) fr fc fm
  • 21. Doppler spread and coherence time  Doppler spread and coherence Tc 1 time (Tc) are inversely frms proportional frms is the rms value of maximum doppler shift Given as, fm frms 2 9 Tc 16 frms For 0.5 correlation
  • 22. Doppler Effect  To mitigate the Doppler effect:  Use low frequencies  Transmit in bursts so the channel is constant during the burst.  Include training sequences on each frame so the channel can be re-estimated for each transmission.  Do move – indoor use only
  • 23.  THANK YOU..!!  {FOR BEING SILENT LISTENERS}