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Wireless Communications
Principles and Practice
2nd Edition
T.S. Rappaport
Chapter 5: Mobile Radio Propagation:
Small-Scale Fading and Multipath
Introduction
 Reflection, Diffraction and Scattering of waves
 Most cellular systems operate in urban area,
where no direct line-of-site path between Rx
and Tx
 Presence of high rise buildings causes severe
diffraction loss
 Due to multiple reflections, em waves travel
along different paths of varying lengths
 Propagation models focused on predicting
average received signal strength at a given
distance from transmitter
 Models predicting mean signal strength for an
arbitrary T-R separation distance are large
scale models
 Models that characterize rapid fluctuations of
received signal strength over very short
distances or short time intervals are small
scale models
Co-channel and Adjacent Channel
Interference, Propagation
Small-scale and large-scale fading
Figure 4.1 Small-scale and large-scale fading.
Small-Scale Fading and
Multipath
 Rapid fluctuations of the amplitude,
phase or multipath delays of a radio
signal over a short period of time or
travel distance is known as small-scale
fading
 Large- scale path loss effects may be
ignored
 Fading is caused by interference
between two or more versions of the
transmitted signal which arrive at the
receiver at slightly different times
 Multipath waves combine at the
receiver antenna to give a resultant
signal which can widely vary in
amplitude and phase
 This depends on the distribution of the
intensity and relative propagation time
of the waves and the bandwidth of the
transmitted signal
 Multipath in the radio channel creates
small-scale fading effects
Three most important fading
effects
 Rapid changes in signal strength over a
small travel distance or time interval
 Random frequency modulation due to
varying Doppler shifts on different
multipath signals
 Time dispersion (echoes) caused by
multipath propagation delays
 In Built-up urban areas, fading occurs
because there is no single line-of- sight
path MS and BTS antennas
 Mobile antennas are well below the
height of surrounding structures
 Even if LOS exists, there are reflections
from ground and surrounding structures
 Multipath signals add vectorially at
receiver antenna and cause the signal
received by the mobile to distort or fade
 Even when the mobile is stationary,
fading may occur because of moving
objects in radio channel
 Due to constructive and destructive effects of
multipath waves, receiver moving at high
speed can pass through several fades in a
small period of time
 More serious case is that of a deep fade in
received signal
 Due to relative motion between mobile and
base station ,Doppler shift in frequency takes
place
Factors influencing Small-Scale
fading
 Multipath propagation: Presence of
reflecting objects and scatterers in the
channel creates constantly changing
environment
 Random phase and amplitudes of
different multipath signals induce small-
scale fading and or distortion
 Speed of the mobile: Relative motion
results in random frequency modulation
due to different Doppler shifts on each
multipath component
 Speed of surrounding objects: If
objects in radio channel are in motion, a
time varying Doppler shift is induced
 If surrounding objects move at a
greater rate than the mobile, this effect
dominates the small-scale fading
 Motion of surrounding objects may be
ignored otherwise and only speed of
the mobile needs to be considered
 Coherence time defines staticness of
the channel
 Transmission bandwidth of the signal: If
the transmitted radio signal bandwidth is
greater than bandwidth of multipath channel
,received signal will be distorted but small-
scale fading will be insignificant
 In the other case, signal will not be distorted
in time but signal will change rapidly
 Coherence bandwidth is a measure of max.
freq. difference for which signals are strongly
correlated in amplitude
Doppler Shift Geomerty
 Difference in path lengths traveled by
the wave from source S to mobile at
points X and Y is ∆l=d cosθ =v∆t cos θ
 Phase change in received signal due to
difference in path lengths is
 ∆Φ=(2π∆l)/λ = (2π v∆t cos θ) /λ
 Doppler shift is given by
 fd =(1/ 2π)*(∆Ф/∆t)= (v cos θ) /λ
Example 5.1
 Solved the problem with all the
students participating in the process
Impulse Response Model of a
Multipath Channel
 The small-scale variations of a mobile radio
signal can be directly related to the impulse
response of the mobile radio channel
 Impulse response is a wideband channel
characterization and contains all information
necessary to simulate or analyze any type of
radio transmission through the channel
 Mobile radio channel may be modeled
as a linear filter with time varying
impulse response
 Time variation is due to receiver motion
in space
 Filtering nature is caused by summation
of amplitudes and delays of multiple
arriving waves at any instant of time
 Consider the case where time variation
is due strictly to receiver motion in
space
 Receiver moves along the ground at
some constant velocity v
 For a fixed position d, channel between
T and R can be modeled as a linear
time invariant system
Channel issues
 Due to different multipath waves which
have propagation delays which vary
over different spatial locations of the
receiver, impulse response of the
channel should be a function of the
position of the receiver
 Channel impulse response can be
expressed as h (d, t).
 x (t) is transmitted signal
 y(d,t) received signal at position d can
be expressed as a convolution of x(t)
with h(d,t)
 y(d,t)=x(t)©h(d,t)=∫x(τ)h(d, t- τ)d τ
 For a causal system h(d,t)=0 for t<0
 d=vt ,the position of receiver
 y(vt,t) =∫x(τ)h( vt,t-τ)d τ
 Since v is constant, y(vt,t) is just function of
t.
 Mobile radio channel can be modeled as a
linear time varying channel ,where the
channel changes with time and distance
 Since v may be assumed constant over a
short time interval ,we may let x(t) represent
transmitted bandpass waveform
 Impulse response h (t,τ)completely
characterizes the channel and is a
function of both t and τ
 Variable t represents time variations
due to motion , variable τ represents
channel multipath delay for a fixed
value of t
 If multipath channel is assumed to be
bandlimited channel, h(t,τ) may be
represented by a complex baseband impulse
response hb(t,τ)
 Received signal in Multipath channel consists
of a series of attenuated ,time delayed ,phase
shifted replicas of the transmitted signal, the
baseband impulse response of a multipath
channel can be expressed by
 hb(t,τ)=Σai(t,τ)exp[j(2πfcτ,i(t)+φi(t,τ))]§
(τ-τi(t))
 Ai and Ti are real amplitudes and
excess delays respectively of the ith
multipath component at time t
 Phase term represents the phase shift
due to free space propagation of ith
multipath component
Complex Baseband model for
RF systems
Time-varying impulse response
Measured impulse responses
Relationship between
bandwidth and received power
 In actual wireless communication
systems, the impulse response of a
multipath channel is measured in the
field using channel sounding techniques
 Illustrate how the small scale fading
behaves quite differently for two signals
with different bandwidths in identical
multipath channel
 Received local ensemble average
power of wideband and narrowband
signals are equivalent
 Pulse is wideband signal and CW signal
is a narrowband signal
 Received power is computed for both
the cases
Small Scale Multipath
measurements
 Three techniques
 Direct pulse measurements, spread
spectrum sliding correlator
measurement and swept frequency
measurements
Channel Sounder: Pulse type
 Allows engineers to determine rapidly the
power delay profile of any channel
 The system transmits a repetitive pulse of
width Tbb and uses a receiver with a wide
bandpass filter.
 BW=2/ Tbb Hz
 Signal is amplified ,detected with an envelope
detector and displayed and stored on high
speed oscilloscope
 This gives immediate measurement of
the square of the channel impulse
response convolved with the probing
pulse
 If oscilloscope is set on average mode,
this system can provide a local average
power delay profile
Channel Sounder: PN Type
Spread Spectrum Sliding
Correlator Channel Sounding
 A carrier is spread over a large
bandwidth by mixing it with a binary
pseudo-noise sequence having a chip
duration Tc and chip rate Rc equal to
1/Tc
 The power spectrum envelope is given
by [sin π(f-fc)Tc] / π(f-fc)Tc] 2
 Null-to-null RF bandwidth is BW=2Rc
 Spread spectrum signal is received,
filtered and despread using a PN
sequence generator identical to that
used at the transmitter
 Two PN sequences are identical but chip
clock rate is higher at Tx than that at
Rx
 Mixing the chip sequences in this fashion
implements a sliding correlator
 When faster chip clock catches up with PN
code of slower chip clock, two will be virtually
identically aligned , giving maximal
correlation
 When the two sequences are not maximally
correlated ,mixing the incoming signal with
unsynchronized receiver chip sequence will
spread the signal into the bandwidth at least
as large as receiver’s PN sequence.
 Narrowband filter following correlator can
reject almost all of the incoming power
 Processing gain= 2Rc/Rbb= 2Tbb/Tc
 Tbb is period of baseband signal
 When incoming signal is correlated with
received sequence, the signal is despread
,envelope detected and displayed on an
oscilloscope
 Different multipath signals have
different time delays, they will
maximally correlate with receiver PN
sequence at different times
 After envelope detection, channel
impulse response convolved with the
pulse shape of a single chip is displayed
on the oscilloscope
 Time resolution ∆τ of multipath
components using spread spectrum
system with sliding correlator is
2Tc=2/Rc
 The system can resolve two multipath
components as long as they are equal
to or greater than two chip durations
apart(2Tc seconds)
 The sliding correlation process gives
equivalent time measurements that are
updated every time the two sequences
are maximally correlated
 Time between maximal correlations ∆T
is given by Tc =γ l /Rc
 Tc = chip period (seconds)
 Rc=chip rate (Hz)
 γ =slide factor and l=sequence length
in chips
 Slide factor is defined as ratio between
transmitter chip clock rate and
difference between transmitter and
receiver chip clock rates
 γ =α/(α-β) alpha is Tx chip clock rate
and beta is Rx chip clock rate
 Since incoming spread spectrum signal
is mixed with a receiver PN sequence
that is slower than transmitted
sequence, the signal is essentially
down-converted to a low-frequency
narrowband signal.
 Processing gain is realized using a
narrowband filter.
 The equivalent time measurements
refer to the relative times of multipath
components as they are displayed on
the oscilloscope
 Observed time scale on oscilloscope is
related to actual propagation time scale
by Actual propagation time=observed
time/γ
Channel Sounder: Swept Freq.
type
 Vector network analyzer controls a
synthesized frequency sweeper
 Sweeper scans a particular frequency
band centered on the carrier by
stepping through discrete frequencies
 Number and spacings of frequency
steps impact the time resolution of
impulse measurements
 For each frequency step, the S
parameter test set transmits a known
signal at port 1 and monitors the
received signal level at port 2.
 These signal levels allow the analyzer to
determine the complex response which
is frequency domain representation of
channel impulse response
Time Dispersion Parameters
 Parameters which grossly quantify
multipath channel
 Excess delay, rms delay spread and
excess delay spread are determined
from a power delay profile(Graph of
received signal power V/s excess delay)
 Time dispersive properties of wideband
multipath channel are most commonly
quantified by their excess delay( τ bar)
and rms delay spread στ.
 Mean access delay is Σ[P(τk) τk ]/ P(τk)
 Rms delay spread is sqrt(tau square
bar-tau bar square)
 These delays are measured relative to
first detectable signal arriving at
receiver at τ0 =0
 Typical values are of the order of
microseconds in outdoor mobile and
nanoseconds in indoor radio channels
Measured power delay profiles
Indoor Power Delay Profile
 Maximum excess delay (X dB) of the power
delay profile is defined to be the time delay
during which multipath energy falls to X dB
below the maximum.
 In practice, values of rms delay spread, mean
excess delay and excess delay spread depend
on the choice of noise threshold
Typical RMS delay spreads
Coherence Bandwidth
 It is a statistical measure of the range of
frequencies over which channel can be
considered flat.
 Flat channel passes all spectral components
with approximately equal gain and linear
phase
 It is the range of frequencies over which two
frequency components have a strong
potential for amplitude correlation
 Two sinusoids with frequency
separation greater than Bc are affected
quite differently by the channel.
 If coherence bandwidth is defined as
the bandwidth over which the
frequency correlation function is above
0.9, Bc =1/(50στ) approximately
Doppler Spread and
Coherence Time
 These parameters describe time varying
describe the time varying nature of channel in
small-scale region
 Doppler spread BD is a measure of spectral
broadening caused by time rate of change of
mobile radio channel
 Defined as range of frequencies over which
received Doppler spectrum is non-zero
 Doppler spectrum is fc-fd to fc+fd
 fd is function relative velocity of mobile
and angle theta between direction of
mobile and arrival of scattered waves
 If baseband signal bandwidth is much
greater than BD the effects of Doppler
spread are negligible. This is slow
fading channel
Coherence Time
 Inversely proportional to Doppler
Spread
 Tc=1/Bd
 Coherence time is statistical measure of
the time duration over which channel
impulse response is essentially
invariant
 Coherence time is the time duration over
which two received signals have a strong
potential for amplitude correlation.
 Tc=0.423/fm where fm =maximum Doppler
shift =v/λ
 Two signals arriving with a time separation
greater than Tc are affected differently by the
channel.
Two independent fading issues
Flat-fading (non-freq.
Selective)
Frequency selective fading
Two independent fading issues
Rayleigh and Ricean
Distributions
 Rayleigh distribution is commonly used
to describe statistical time varying
nature of the received envelope of a flat
fading signal or the envelope of an
individual multipath component
 Mean value of Rayleigh distribution is
given by 1.2533 σ
Ricean Fading Distribution
 When there is a dominant stationary
signal component present, such as LOS
propagation path, the small-scale fading
envelope distribution is Ricean.
 In such a situation, random multipath
components arriving at different angles
are superimposed on a stationary
dominant signal.
 At the output of the envelope detector, this
has effect of adding a dc component to the
random multipath
 The effect of a dominant signal arriving with
many weaker multipath signals give rise to
the Ricean distribution.
 As dominant signal becomes weaker, the
composite signal envelope is Rayleigh
type.The Ricean distribution degenerates into
a Rayleigh distribution when the dominant
component fades away.
Rayleigh fading
Small-scale envelope
distributions
Ricean and Rayleigh fading
distributions
Small-scale fading mechanism
Doppler spectrum
Spectrum of Envelope of
doppler faded signal
Simulating Doppler/Small-scale
fading
Simulating Doppler fading
Simulating Doppler fading
Simulating multipath with
Doppler-induced Rayleigh fading
Simulating 2-ray multipath
SIRCIM – Simulation of all indoor
propagation Characteristics
SMRCIM – Simulation of all outdoor
propagation Characteristics
SIRCIM and SMRCIM
 Available from Wireless Valley
Communications, Inc.
 Source code in C is available
 www. Wirelessvalley.com
Angular Spread model
Spatial distribution of
Multipath
Angular Spread key to fading
Spatial orientation of
multipath impacts the depths
of fading
Angular Distribution of power
Angular Spread predicts correlation
distances
Angular Spread predicts correlation
distances

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Mobile Radio Propagation: Small-Scale Fading and Multipath Effects

  • 1. Wireless Communications Principles and Practice 2nd Edition T.S. Rappaport Chapter 5: Mobile Radio Propagation: Small-Scale Fading and Multipath
  • 2. Introduction  Reflection, Diffraction and Scattering of waves  Most cellular systems operate in urban area, where no direct line-of-site path between Rx and Tx  Presence of high rise buildings causes severe diffraction loss  Due to multiple reflections, em waves travel along different paths of varying lengths
  • 3.  Propagation models focused on predicting average received signal strength at a given distance from transmitter  Models predicting mean signal strength for an arbitrary T-R separation distance are large scale models  Models that characterize rapid fluctuations of received signal strength over very short distances or short time intervals are small scale models
  • 4. Co-channel and Adjacent Channel Interference, Propagation
  • 5. Small-scale and large-scale fading Figure 4.1 Small-scale and large-scale fading.
  • 6. Small-Scale Fading and Multipath  Rapid fluctuations of the amplitude, phase or multipath delays of a radio signal over a short period of time or travel distance is known as small-scale fading  Large- scale path loss effects may be ignored
  • 7.  Fading is caused by interference between two or more versions of the transmitted signal which arrive at the receiver at slightly different times  Multipath waves combine at the receiver antenna to give a resultant signal which can widely vary in amplitude and phase
  • 8.  This depends on the distribution of the intensity and relative propagation time of the waves and the bandwidth of the transmitted signal  Multipath in the radio channel creates small-scale fading effects
  • 9. Three most important fading effects  Rapid changes in signal strength over a small travel distance or time interval  Random frequency modulation due to varying Doppler shifts on different multipath signals  Time dispersion (echoes) caused by multipath propagation delays
  • 10.  In Built-up urban areas, fading occurs because there is no single line-of- sight path MS and BTS antennas  Mobile antennas are well below the height of surrounding structures  Even if LOS exists, there are reflections from ground and surrounding structures
  • 11.  Multipath signals add vectorially at receiver antenna and cause the signal received by the mobile to distort or fade  Even when the mobile is stationary, fading may occur because of moving objects in radio channel
  • 12.  Due to constructive and destructive effects of multipath waves, receiver moving at high speed can pass through several fades in a small period of time  More serious case is that of a deep fade in received signal  Due to relative motion between mobile and base station ,Doppler shift in frequency takes place
  • 13. Factors influencing Small-Scale fading  Multipath propagation: Presence of reflecting objects and scatterers in the channel creates constantly changing environment  Random phase and amplitudes of different multipath signals induce small- scale fading and or distortion
  • 14.  Speed of the mobile: Relative motion results in random frequency modulation due to different Doppler shifts on each multipath component  Speed of surrounding objects: If objects in radio channel are in motion, a time varying Doppler shift is induced
  • 15.  If surrounding objects move at a greater rate than the mobile, this effect dominates the small-scale fading  Motion of surrounding objects may be ignored otherwise and only speed of the mobile needs to be considered  Coherence time defines staticness of the channel
  • 16.  Transmission bandwidth of the signal: If the transmitted radio signal bandwidth is greater than bandwidth of multipath channel ,received signal will be distorted but small- scale fading will be insignificant  In the other case, signal will not be distorted in time but signal will change rapidly  Coherence bandwidth is a measure of max. freq. difference for which signals are strongly correlated in amplitude
  • 18.  Difference in path lengths traveled by the wave from source S to mobile at points X and Y is ∆l=d cosθ =v∆t cos θ  Phase change in received signal due to difference in path lengths is  ∆Φ=(2π∆l)/λ = (2π v∆t cos θ) /λ  Doppler shift is given by  fd =(1/ 2π)*(∆Ф/∆t)= (v cos θ) /λ
  • 19. Example 5.1  Solved the problem with all the students participating in the process
  • 20. Impulse Response Model of a Multipath Channel  The small-scale variations of a mobile radio signal can be directly related to the impulse response of the mobile radio channel  Impulse response is a wideband channel characterization and contains all information necessary to simulate or analyze any type of radio transmission through the channel
  • 21.  Mobile radio channel may be modeled as a linear filter with time varying impulse response  Time variation is due to receiver motion in space  Filtering nature is caused by summation of amplitudes and delays of multiple arriving waves at any instant of time
  • 22.  Consider the case where time variation is due strictly to receiver motion in space  Receiver moves along the ground at some constant velocity v  For a fixed position d, channel between T and R can be modeled as a linear time invariant system
  • 24.  Due to different multipath waves which have propagation delays which vary over different spatial locations of the receiver, impulse response of the channel should be a function of the position of the receiver  Channel impulse response can be expressed as h (d, t).
  • 25.  x (t) is transmitted signal  y(d,t) received signal at position d can be expressed as a convolution of x(t) with h(d,t)  y(d,t)=x(t)©h(d,t)=∫x(τ)h(d, t- τ)d τ  For a causal system h(d,t)=0 for t<0  d=vt ,the position of receiver
  • 26.  y(vt,t) =∫x(τ)h( vt,t-τ)d τ  Since v is constant, y(vt,t) is just function of t.  Mobile radio channel can be modeled as a linear time varying channel ,where the channel changes with time and distance  Since v may be assumed constant over a short time interval ,we may let x(t) represent transmitted bandpass waveform
  • 27.  Impulse response h (t,τ)completely characterizes the channel and is a function of both t and τ  Variable t represents time variations due to motion , variable τ represents channel multipath delay for a fixed value of t
  • 28.  If multipath channel is assumed to be bandlimited channel, h(t,τ) may be represented by a complex baseband impulse response hb(t,τ)  Received signal in Multipath channel consists of a series of attenuated ,time delayed ,phase shifted replicas of the transmitted signal, the baseband impulse response of a multipath channel can be expressed by
  • 29.  hb(t,τ)=Σai(t,τ)exp[j(2πfcτ,i(t)+φi(t,τ))]§ (τ-τi(t))  Ai and Ti are real amplitudes and excess delays respectively of the ith multipath component at time t  Phase term represents the phase shift due to free space propagation of ith multipath component
  • 30. Complex Baseband model for RF systems
  • 33. Relationship between bandwidth and received power  In actual wireless communication systems, the impulse response of a multipath channel is measured in the field using channel sounding techniques  Illustrate how the small scale fading behaves quite differently for two signals with different bandwidths in identical multipath channel
  • 34.  Received local ensemble average power of wideband and narrowband signals are equivalent  Pulse is wideband signal and CW signal is a narrowband signal  Received power is computed for both the cases
  • 35. Small Scale Multipath measurements  Three techniques  Direct pulse measurements, spread spectrum sliding correlator measurement and swept frequency measurements
  • 37.  Allows engineers to determine rapidly the power delay profile of any channel  The system transmits a repetitive pulse of width Tbb and uses a receiver with a wide bandpass filter.  BW=2/ Tbb Hz  Signal is amplified ,detected with an envelope detector and displayed and stored on high speed oscilloscope
  • 38.  This gives immediate measurement of the square of the channel impulse response convolved with the probing pulse  If oscilloscope is set on average mode, this system can provide a local average power delay profile
  • 40. Spread Spectrum Sliding Correlator Channel Sounding  A carrier is spread over a large bandwidth by mixing it with a binary pseudo-noise sequence having a chip duration Tc and chip rate Rc equal to 1/Tc  The power spectrum envelope is given by [sin π(f-fc)Tc] / π(f-fc)Tc] 2
  • 41.  Null-to-null RF bandwidth is BW=2Rc  Spread spectrum signal is received, filtered and despread using a PN sequence generator identical to that used at the transmitter  Two PN sequences are identical but chip clock rate is higher at Tx than that at Rx
  • 42.  Mixing the chip sequences in this fashion implements a sliding correlator  When faster chip clock catches up with PN code of slower chip clock, two will be virtually identically aligned , giving maximal correlation  When the two sequences are not maximally correlated ,mixing the incoming signal with unsynchronized receiver chip sequence will spread the signal into the bandwidth at least as large as receiver’s PN sequence.
  • 43.  Narrowband filter following correlator can reject almost all of the incoming power  Processing gain= 2Rc/Rbb= 2Tbb/Tc  Tbb is period of baseband signal  When incoming signal is correlated with received sequence, the signal is despread ,envelope detected and displayed on an oscilloscope
  • 44.  Different multipath signals have different time delays, they will maximally correlate with receiver PN sequence at different times  After envelope detection, channel impulse response convolved with the pulse shape of a single chip is displayed on the oscilloscope
  • 45.  Time resolution ∆τ of multipath components using spread spectrum system with sliding correlator is 2Tc=2/Rc  The system can resolve two multipath components as long as they are equal to or greater than two chip durations apart(2Tc seconds)
  • 46.  The sliding correlation process gives equivalent time measurements that are updated every time the two sequences are maximally correlated  Time between maximal correlations ∆T is given by Tc =γ l /Rc  Tc = chip period (seconds)  Rc=chip rate (Hz)
  • 47.  γ =slide factor and l=sequence length in chips  Slide factor is defined as ratio between transmitter chip clock rate and difference between transmitter and receiver chip clock rates  γ =α/(α-β) alpha is Tx chip clock rate and beta is Rx chip clock rate
  • 48.  Since incoming spread spectrum signal is mixed with a receiver PN sequence that is slower than transmitted sequence, the signal is essentially down-converted to a low-frequency narrowband signal.  Processing gain is realized using a narrowband filter.
  • 49.  The equivalent time measurements refer to the relative times of multipath components as they are displayed on the oscilloscope  Observed time scale on oscilloscope is related to actual propagation time scale by Actual propagation time=observed time/γ
  • 51.  Vector network analyzer controls a synthesized frequency sweeper  Sweeper scans a particular frequency band centered on the carrier by stepping through discrete frequencies  Number and spacings of frequency steps impact the time resolution of impulse measurements
  • 52.  For each frequency step, the S parameter test set transmits a known signal at port 1 and monitors the received signal level at port 2.  These signal levels allow the analyzer to determine the complex response which is frequency domain representation of channel impulse response
  • 53. Time Dispersion Parameters  Parameters which grossly quantify multipath channel  Excess delay, rms delay spread and excess delay spread are determined from a power delay profile(Graph of received signal power V/s excess delay)
  • 54.  Time dispersive properties of wideband multipath channel are most commonly quantified by their excess delay( τ bar) and rms delay spread στ.  Mean access delay is Σ[P(τk) τk ]/ P(τk)  Rms delay spread is sqrt(tau square bar-tau bar square)
  • 55.  These delays are measured relative to first detectable signal arriving at receiver at τ0 =0  Typical values are of the order of microseconds in outdoor mobile and nanoseconds in indoor radio channels
  • 58.  Maximum excess delay (X dB) of the power delay profile is defined to be the time delay during which multipath energy falls to X dB below the maximum.  In practice, values of rms delay spread, mean excess delay and excess delay spread depend on the choice of noise threshold
  • 59. Typical RMS delay spreads
  • 60. Coherence Bandwidth  It is a statistical measure of the range of frequencies over which channel can be considered flat.  Flat channel passes all spectral components with approximately equal gain and linear phase  It is the range of frequencies over which two frequency components have a strong potential for amplitude correlation
  • 61.  Two sinusoids with frequency separation greater than Bc are affected quite differently by the channel.  If coherence bandwidth is defined as the bandwidth over which the frequency correlation function is above 0.9, Bc =1/(50στ) approximately
  • 62. Doppler Spread and Coherence Time  These parameters describe time varying describe the time varying nature of channel in small-scale region  Doppler spread BD is a measure of spectral broadening caused by time rate of change of mobile radio channel  Defined as range of frequencies over which received Doppler spectrum is non-zero
  • 63.  Doppler spectrum is fc-fd to fc+fd  fd is function relative velocity of mobile and angle theta between direction of mobile and arrival of scattered waves  If baseband signal bandwidth is much greater than BD the effects of Doppler spread are negligible. This is slow fading channel
  • 64. Coherence Time  Inversely proportional to Doppler Spread  Tc=1/Bd  Coherence time is statistical measure of the time duration over which channel impulse response is essentially invariant
  • 65.  Coherence time is the time duration over which two received signals have a strong potential for amplitude correlation.  Tc=0.423/fm where fm =maximum Doppler shift =v/λ  Two signals arriving with a time separation greater than Tc are affected differently by the channel.
  • 70. Rayleigh and Ricean Distributions  Rayleigh distribution is commonly used to describe statistical time varying nature of the received envelope of a flat fading signal or the envelope of an individual multipath component  Mean value of Rayleigh distribution is given by 1.2533 σ
  • 71. Ricean Fading Distribution  When there is a dominant stationary signal component present, such as LOS propagation path, the small-scale fading envelope distribution is Ricean.  In such a situation, random multipath components arriving at different angles are superimposed on a stationary dominant signal.
  • 72.  At the output of the envelope detector, this has effect of adding a dc component to the random multipath  The effect of a dominant signal arriving with many weaker multipath signals give rise to the Ricean distribution.  As dominant signal becomes weaker, the composite signal envelope is Rayleigh type.The Ricean distribution degenerates into a Rayleigh distribution when the dominant component fades away.
  • 73.
  • 74.
  • 77. Ricean and Rayleigh fading distributions
  • 80. Spectrum of Envelope of doppler faded signal
  • 86. SIRCIM – Simulation of all indoor propagation Characteristics
  • 87. SMRCIM – Simulation of all outdoor propagation Characteristics
  • 88. SIRCIM and SMRCIM  Available from Wireless Valley Communications, Inc.  Source code in C is available  www. Wirelessvalley.com
  • 91. Angular Spread key to fading
  • 92. Spatial orientation of multipath impacts the depths of fading
  • 94. Angular Spread predicts correlation distances
  • 95. Angular Spread predicts correlation distances