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An Introductionto
Wireless Fading
Channels
Dr. Manwinder Singh
Contents
P
P
S
h y s ic a l P h e n o m e n o n
a t h lo s s m o d e l
h a d o w F a d in g
L a r g e a n d s m a ll s c a le f a d in g
M u lt ip a t h F a d in g
R a y le ig h F a d in g
T im e d is p e r s io n
D e la y s p r e a d
F la t a n d f r e q u e n c y s e le c t iv e f a d in g
T im e v a r ia n c e
D o p p le r f a d in g
S lo w a n d f a s t f a d in g
S u m m a r y o f F a d in g
R e f e r e n c e s
The Wireless Channel
•
•
•
Path Loss
Shadowing
Multipath Fading
Amplitude
Distance x
• Doppler Fading
Physical Phenomena
Physical Phenomena
Reflection - caused by smooth surface with very
large dimensions compared to wavelength
Diffraction- Obstruction caused by a dense body
with large dim. > wavelength. EM waves get bend
around objects. Reason for shadowing and RF
energy being present without LOS
Scattering- Large
wavelength
rough surface with dim. ~
Path Loss Model
If there are no objects which are between transmitter
receiver so that no reflection, refraction or
absorption/diffraction happens.
Atmosphere is a uniform and non absorbing medium.
Earth is treated as being infinitely far away from the
propagating signal (having a negligible reflection
coefficient ).
Under these conditions, RF power attenuates a s per
inverse square law. For an isotropic antenna, this
attenuation of Tx power is:
and
Wireless Propagation
Path loss inversely proportional to 1/dn,
2 to 4 for mobile channels: Large scale
attenuation in signal strength
n =
Shadowing - Terrain dependent, medium
scale variation in signal strength, comes
because of big obstacles like buildings, hills
Multipath Fading - Small scale or short term
variation on the order of λ/2
Path Loss Model
Different, often complicated,
for different environments.
models are used
A simple model for path loss, L, is
Path loss exponent
in free space and
in typical environments
Free Space Path Loss
log (distance)
Rx
signal
power(dBm)
Shadow Fading
As mentioned earlier, when the received signal is
shadowed by observations such as hills and buildings,
it results in variation of local mean received power,
Where
&
is received signal power due to path loss
implications:
Nonuniform coverage
Increases the required transmit power
With Shadow Fading
Shadow Fading
Path loss
log (distance)
Rx
signal
power(dBm)
Large, medium and small scale fading
Large Scale Fading: Average signal power attenuation/path
loss due to motion over large areas.
Medium scale fading: Local variation in the average signal
power around mean average power due to shadowing by
local obstructions
Small scale fading: large variation in the signal power due
to small changes in the distance between transmitter and
receiver (Also called Rayleigh fading when no LOS
available). It is called Rayleigh fading due to the fact that
various multipaths at the receiver with random amplitude
& delay add up together to render rayleigh PDF for total
signal.
Cause of Multipath Fading
Fading : Fluctuation in the received signal power
due to
Variations in the received singal amplitude
(Different objects present on radio signal path
produce attenuation of it’s power as they can
scatter or absorb part of the signal power, thus
producing
Variations
Variations
a variation of the amplitude
in the signal phase
in the received signal angle of arrival
(different paths travelling different distances
may have different phases & angle of arrival)
Causes of Multipath fading Cont..
Reflections and diffraction from object create many
different EM waves which are received in mobile
antenna. These waves usually come from many
different directions and delay varies.
In the receiver, the waves are added either
constructively or destructively and create a Rx signal
which may very rapidly in phase and amplitude
depending on the local objects and how mobile
moves
Practical examples of small scale
multipath fading
Common examples of multipath fading are
temporary failure of communication due to a
severe drop in the channel signal to noise ratio
(You may have also experienced this. And you
moved a steps away & noted that reception is
better
. It is due to small scale fading effects. )
FM radio transmission experiencing intermittent
loss of broadcast when away from station.
Multipath Fading- Most difficult
Fades of 40 dB or more below local average level
are frequent, with successive nulls occurring
every half wavelength or so
Referred to as Rayleigh Fading
Rayleigh Fading Mechanism
Rayleigh fading manifests in two mechanism
Time spreading due to multipath (time dispersion)
Time variant behaviour of the channel due to the
motion and subsequent changes in propagation
paths
Rayleigh PDF:
Rayleigh Fading
The Rayleigh pdf is
With Rayleigh Fading
Rayleigh Fading waveform envelope
Time Dispersion phenomenon
h(t)
time
Freq transform
Different frequencies
suffer different
attenuation
Freq
Delay Spread –Time Domain
interpretation
Delay Spread
h(t)
h(t)
time
time Excess delay spread
Excess delay spread
Multiple impulses of varying power correspond to various
multipaths. This time dispersion is also referred to as multipath
delay spread.
Delay between first significant path & last significant paths
loosely termed as channel excess delay spread.
Two totally different channels can have same excess delay
spread.
A better measure of delay spread is rms delay spread
L is the number of paths & is the amplitude of the path i arriving at time
is
is the second moment
Delay Spread- Freq. Domain Interpretation
Time spreading : Coherence Bandwidth
W
Freq
f0
W
Freq
Channel
frequency
response
Channel
frequency
response
More on
f0
flat fading
•
W
Freq
Condition f0 > W does not guarantee flat fading. As shown
above, frequency nulls (frequency selective fading) may be
there occasionally even though f0 > W.
Similarly, frequency selective fading channel may also show
flat fading sometimes.
Channel
frequency
Bit Rate Limitations by Delay Spread
Coherence Bandwidth and delay
spread
There is no exact relationship between Coherence bandwidth
and delay spread. For at least 0.9 correlation for channel’s
complex frequency transfer function, Coherence bandwidth f0 is
approximated by following relation:
Where is r.m.s. delay spread
For dense scatterer model which is useful for urban
surroundings, coherence bandwidth is defined as assuming at
least 0.5 correlation:
Another popular approximation assuming at least 0.5
correlation:
Effects of Flat & frequency selective
fading
Flat fading
Reduces SNR forcing various mitigation
techniques to handle that. Not such a bad
Frequency selecting fading
ISI distortion (need equalizer in receiver)
Pulse mutilation
Irreducible BER
thing.
Summary of Time dispersion
Small scale fading
( based on multipath delay spread)
Flat Fading
BW of signal < BW of
channel
Or
Delay Spread <
Symbol period
Frequency selective
Fading
BW of signal > BW of
channel
Or
Delay Spread >
Symbol period
Time variant behavior of the
h(t)
channel
Impulse
response
time
Excess delay spread
h(t)
Impulse
response time
Excess delay spread
Relative movement between transmitter and receiver or objects between those
causes variation in channel’s characteristics over time. This happens due to
propagation path change over time. Relative movement also creates frequency
spreading due to Doppler effect
Time Variance
Variance
important
in channel conditions over time
a
is an
factor when designing mobile
communication system.
If fast variations happen, it can lead to severe pulse
distortion and loss
irreducible BER.
of SNR subsequently causing
Basic Dopp
t)
ler effect
c is the light velocity and vm is the car
speed
Propagation time is a function of time due
to mobile car.
Doppler spread in Multipath
vm cos (θ1)
θ1
vm
θ2
vm cos (θ2)
|Y(f)|
|X(f)| After passing through
multipath channel f + f
c d
fc + fd1 fc + fd2 freq
fc freq
Due to multipaths, a single sinusoid by base station is perceived as
summation of 3 sinusioids fc+fd1, fc+fd2 and fc+fd , where fd is maximum
doppler frequency = fc*(vm/d). Due to different arrivals of angle due to
multipaths, perceived velocity is different for multipaths.
Doppler Spectrum
Imagine now multiple paths
with different angles of arrival
causing
various
amagamalation of
frequencies between
fc +fd & fc-fd.
A popular model assumes that
distribution of angle of arrival is
distributed uniformly between 0 &
2π which leads to following
spectrum
This is called classical Doppler spectrum & shows how a single sinusoid ends up
having a broad spectrum due to multipath & relative motion between Tx
and Rx.
Time variant Channel: Coherence Time
Maximum doppler frequency is an important measure of time
variance of channel characteristics. It depends on relative speed of
any movement between Tx & Rx and the carrier frequency
Coherence time: Approximate time duration
channel’s response remains invariant
over which the
Where is Maximum Doppler Frequency
Frequency Dual
Fourier
Transform
T0
Function denotes space time correlation for the
channel response to a sinusoid . So this indicates the
amount of correlation between two sinusoids sent at
different times t1 & t2 .
Waveform
Signal
of Rayleigh Fading
Time Variance : Fast Fading
Fast Fading :
Where Ts : Transmitted Symbol time
Or
Where W: Transmitted bandwidth
Above relationship means that channel changes drastically
times while a symbol is propagating;
many
Only highly mobile systems (~500 Km/Hr) will have fd ~1 kHz so
systems having signalling rate of that order will be fast fading.
Impact of fast fading:
Severe distortion of baseband pulse leading to detection
problems
Loss in SNR
Synchronization problems (e.g. Failure of PLL)
Time
Slow Fading :
where
Or
where
variance: Slow Fading
Ts : Transmitted Symbol time
W: Transmitted bandwidth
Above relationship means that channel does not change
drastically during symbol duration
Most of the modern communication systems are slow fading
channels
Impact of fast fading:
Loss in SNR
Summary of Overall Fading
Summary of Multipath Fading
characterization
References
B Skalar. “Rayleigh fading channels in mobile digital
communication systems, Part I: characterization”. IEEE
communication magazine. July 1997, pp 90-100.

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Introduction to wireless fading channels

  • 2. Contents P P S h y s ic a l P h e n o m e n o n a t h lo s s m o d e l h a d o w F a d in g L a r g e a n d s m a ll s c a le f a d in g M u lt ip a t h F a d in g R a y le ig h F a d in g T im e d is p e r s io n D e la y s p r e a d F la t a n d f r e q u e n c y s e le c t iv e f a d in g T im e v a r ia n c e D o p p le r f a d in g S lo w a n d f a s t f a d in g S u m m a r y o f F a d in g R e f e r e n c e s
  • 3. The Wireless Channel • • • Path Loss Shadowing Multipath Fading Amplitude Distance x • Doppler Fading
  • 5. Physical Phenomena Reflection - caused by smooth surface with very large dimensions compared to wavelength Diffraction- Obstruction caused by a dense body with large dim. > wavelength. EM waves get bend around objects. Reason for shadowing and RF energy being present without LOS Scattering- Large wavelength rough surface with dim. ~
  • 6. Path Loss Model If there are no objects which are between transmitter receiver so that no reflection, refraction or absorption/diffraction happens. Atmosphere is a uniform and non absorbing medium. Earth is treated as being infinitely far away from the propagating signal (having a negligible reflection coefficient ). Under these conditions, RF power attenuates a s per inverse square law. For an isotropic antenna, this attenuation of Tx power is: and
  • 7. Wireless Propagation Path loss inversely proportional to 1/dn, 2 to 4 for mobile channels: Large scale attenuation in signal strength n = Shadowing - Terrain dependent, medium scale variation in signal strength, comes because of big obstacles like buildings, hills Multipath Fading - Small scale or short term variation on the order of λ/2
  • 8. Path Loss Model Different, often complicated, for different environments. models are used A simple model for path loss, L, is Path loss exponent in free space and in typical environments
  • 9. Free Space Path Loss log (distance) Rx signal power(dBm)
  • 10. Shadow Fading As mentioned earlier, when the received signal is shadowed by observations such as hills and buildings, it results in variation of local mean received power, Where & is received signal power due to path loss implications: Nonuniform coverage Increases the required transmit power
  • 11. With Shadow Fading Shadow Fading Path loss log (distance) Rx signal power(dBm)
  • 12. Large, medium and small scale fading Large Scale Fading: Average signal power attenuation/path loss due to motion over large areas. Medium scale fading: Local variation in the average signal power around mean average power due to shadowing by local obstructions Small scale fading: large variation in the signal power due to small changes in the distance between transmitter and receiver (Also called Rayleigh fading when no LOS available). It is called Rayleigh fading due to the fact that various multipaths at the receiver with random amplitude & delay add up together to render rayleigh PDF for total signal.
  • 13. Cause of Multipath Fading Fading : Fluctuation in the received signal power due to Variations in the received singal amplitude (Different objects present on radio signal path produce attenuation of it’s power as they can scatter or absorb part of the signal power, thus producing Variations Variations a variation of the amplitude in the signal phase in the received signal angle of arrival (different paths travelling different distances may have different phases & angle of arrival)
  • 14. Causes of Multipath fading Cont.. Reflections and diffraction from object create many different EM waves which are received in mobile antenna. These waves usually come from many different directions and delay varies. In the receiver, the waves are added either constructively or destructively and create a Rx signal which may very rapidly in phase and amplitude depending on the local objects and how mobile moves
  • 15. Practical examples of small scale multipath fading Common examples of multipath fading are temporary failure of communication due to a severe drop in the channel signal to noise ratio (You may have also experienced this. And you moved a steps away & noted that reception is better . It is due to small scale fading effects. ) FM radio transmission experiencing intermittent loss of broadcast when away from station.
  • 16. Multipath Fading- Most difficult Fades of 40 dB or more below local average level are frequent, with successive nulls occurring every half wavelength or so Referred to as Rayleigh Fading
  • 17. Rayleigh Fading Mechanism Rayleigh fading manifests in two mechanism Time spreading due to multipath (time dispersion) Time variant behaviour of the channel due to the motion and subsequent changes in propagation paths Rayleigh PDF:
  • 21. Time Dispersion phenomenon h(t) time Freq transform Different frequencies suffer different attenuation Freq
  • 22. Delay Spread –Time Domain interpretation
  • 23. Delay Spread h(t) h(t) time time Excess delay spread Excess delay spread Multiple impulses of varying power correspond to various multipaths. This time dispersion is also referred to as multipath delay spread. Delay between first significant path & last significant paths loosely termed as channel excess delay spread. Two totally different channels can have same excess delay spread. A better measure of delay spread is rms delay spread L is the number of paths & is the amplitude of the path i arriving at time is is the second moment
  • 24. Delay Spread- Freq. Domain Interpretation
  • 25. Time spreading : Coherence Bandwidth W Freq f0 W Freq Channel frequency response Channel frequency response
  • 26. More on f0 flat fading • W Freq Condition f0 > W does not guarantee flat fading. As shown above, frequency nulls (frequency selective fading) may be there occasionally even though f0 > W. Similarly, frequency selective fading channel may also show flat fading sometimes. Channel frequency
  • 27. Bit Rate Limitations by Delay Spread
  • 28. Coherence Bandwidth and delay spread There is no exact relationship between Coherence bandwidth and delay spread. For at least 0.9 correlation for channel’s complex frequency transfer function, Coherence bandwidth f0 is approximated by following relation: Where is r.m.s. delay spread For dense scatterer model which is useful for urban surroundings, coherence bandwidth is defined as assuming at least 0.5 correlation: Another popular approximation assuming at least 0.5 correlation:
  • 29. Effects of Flat & frequency selective fading Flat fading Reduces SNR forcing various mitigation techniques to handle that. Not such a bad Frequency selecting fading ISI distortion (need equalizer in receiver) Pulse mutilation Irreducible BER thing.
  • 30. Summary of Time dispersion Small scale fading ( based on multipath delay spread) Flat Fading BW of signal < BW of channel Or Delay Spread < Symbol period Frequency selective Fading BW of signal > BW of channel Or Delay Spread > Symbol period
  • 31. Time variant behavior of the h(t) channel Impulse response time Excess delay spread h(t) Impulse response time Excess delay spread Relative movement between transmitter and receiver or objects between those causes variation in channel’s characteristics over time. This happens due to propagation path change over time. Relative movement also creates frequency spreading due to Doppler effect
  • 32. Time Variance Variance important in channel conditions over time a is an factor when designing mobile communication system. If fast variations happen, it can lead to severe pulse distortion and loss irreducible BER. of SNR subsequently causing
  • 33. Basic Dopp t) ler effect c is the light velocity and vm is the car speed Propagation time is a function of time due to mobile car.
  • 34. Doppler spread in Multipath vm cos (θ1) θ1 vm θ2 vm cos (θ2) |Y(f)| |X(f)| After passing through multipath channel f + f c d fc + fd1 fc + fd2 freq fc freq Due to multipaths, a single sinusoid by base station is perceived as summation of 3 sinusioids fc+fd1, fc+fd2 and fc+fd , where fd is maximum doppler frequency = fc*(vm/d). Due to different arrivals of angle due to multipaths, perceived velocity is different for multipaths.
  • 35. Doppler Spectrum Imagine now multiple paths with different angles of arrival causing various amagamalation of frequencies between fc +fd & fc-fd. A popular model assumes that distribution of angle of arrival is distributed uniformly between 0 & 2π which leads to following spectrum This is called classical Doppler spectrum & shows how a single sinusoid ends up having a broad spectrum due to multipath & relative motion between Tx and Rx.
  • 36. Time variant Channel: Coherence Time Maximum doppler frequency is an important measure of time variance of channel characteristics. It depends on relative speed of any movement between Tx & Rx and the carrier frequency Coherence time: Approximate time duration channel’s response remains invariant over which the Where is Maximum Doppler Frequency
  • 37. Frequency Dual Fourier Transform T0 Function denotes space time correlation for the channel response to a sinusoid . So this indicates the amount of correlation between two sinusoids sent at different times t1 & t2 .
  • 39. Time Variance : Fast Fading Fast Fading : Where Ts : Transmitted Symbol time Or Where W: Transmitted bandwidth Above relationship means that channel changes drastically times while a symbol is propagating; many Only highly mobile systems (~500 Km/Hr) will have fd ~1 kHz so systems having signalling rate of that order will be fast fading. Impact of fast fading: Severe distortion of baseband pulse leading to detection problems Loss in SNR Synchronization problems (e.g. Failure of PLL)
  • 40. Time Slow Fading : where Or where variance: Slow Fading Ts : Transmitted Symbol time W: Transmitted bandwidth Above relationship means that channel does not change drastically during symbol duration Most of the modern communication systems are slow fading channels Impact of fast fading: Loss in SNR
  • 42. Summary of Multipath Fading characterization
  • 43. References B Skalar. “Rayleigh fading channels in mobile digital communication systems, Part I: characterization”. IEEE communication magazine. July 1997, pp 90-100.