Estimating Mobile Speed & Interleaver Depth in Wireless Comms: Crossings & Fade Durations, Study notes of Electrical and Electronics Engineering

The concepts of level crossings and fade durations in the context of wireless communications. The instructor, m.a. Ingram, presents the normalized fading process, level crossing rate (lcr), and average fade duration. The lcr is used to estimate mobile speed, while the average fade duration impacts interleaver depth. The document also includes theoretical and simulation results for rayleigh and ricean channels, as well as an example of a mobile traveling at 60 mph. References are provided to works by rappaport and stuber.

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Uploaded on 08/05/2009

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Level Crossings and Fade
Durations
Instructor: M.A. Ingram
ECE4823
Normalized Fading Process
Begin with the channel fading process,
normalized to the local rms signal level
Local average in dB subtracted
[not real data]
Signal
Env.
in dB
0t
Normalized Threshold Level
ρ
Pick a level or threshold , where Ris
the unnormalized threshold and
[not real data]
Signal
Env.
in dB
0t
rms
RR /=
ρ
()
=
== 1
0
2
2
)(
N
i
ibrms thER
α
ρ
(in dB)
Level Crossing Rate (LCR)
The LCR at threshold
ρ
is the expected
rate at which the normalized envelope
passes the value
ρ
with a positive slope
[not real data]
Signal
Env.
in dB
0t
............ .
.. ...
ρ
(in dB)
Trends
We expect the highest rate around
ρ
=0 dB, tapering
off gently for lower thresholds and abruptly for
higher thresholds
The maximum Doppler frequency just scales the
horizontal axis and therefore the rate
[not real data]
Signal
Env.
in dB
0t
ρ
.............
.....
(in dB)
LCR For Rayleigh Fading
For Rayleigh fading and isotropic
scattering (Clarke’s Model), the LCR is
given by
where fdis the maximum Doppler
frequency
2
2
ρ
ρπ
efd
pf3

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Level Crossings and Fade

Durations

Instructor: M.A. Ingram

ECE

Normalized Fading Process

„ Begin with the channel fading process,

normalized to the local rms signal level

Local average in dB subtracted

[not real data]

Signal Env. in dB

0 t

Normalized Threshold Level ρ

„ Pick a level or threshold , where R is

the unnormalized threshold and

[not real data]

Signal Env. in dB

0 t

ρ= R / R rms

( ) (^) ∑

=

= =

1

0

()^22

N

i

Rrms Ehbt α i

ρ (in dB)

Level Crossing Rate (LCR)

„ The LCR at threshold ρ is the expected

rate at which the normalized envelope

passes the value ρ with a positive slope

[not real data]

Signal Env. in dB

0 t

ρ (in dB)^..^.^...^.....^.^...^ ...

Trends

„ We expect the highest rate around ρ =0 dB, tapering

off gently for lower thresholds and abruptly for
higher thresholds
„ The maximum Doppler frequency just scales the
horizontal axis and therefore the rate

[not real data]

Signal Env. in dB 0

t

ρ (in dB)..^.^...^.....^.^...^...

LCR For Rayleigh Fading

„ For Rayleigh fading and isotropic

scattering (Clarke’s Model), the LCR is

given by

where fd is the maximum Doppler

frequency

2

ρ π ρ

f d e

LCR For a Ricean Channel

„ If we assume isotropic scattering plus a non-random
component, then the LCR can be approximated as
where I 0 is the modified Bessel Function of the first
kind, zero order:

2 ( 1 ) 0 ( 2 ( 1 ))

( 1 )^2

K f e I K K

K K

π d ρ ρ

ρ

π θ

cos 0

I x e d

x

[Stuber, 2001]

LCR for Isotropic Scattering

and a Non-Random Component

Lines are theoretical results assuming a constant AOA power distribution plus a non-random component

Symbols represent simulation results using a multipath fading simulator

[Stuber, 2001]

Speed Estimation

„ The LCR can be used to estimate the

speed of a mobile

Average Fade Duration

„ The average fade duration is the

average period of time the normalized

envelope is below a level ρ

Signal Env. in dB 0

t

ρ (in dB)

The average of these

Average Fade Duration

Impacts Interleaver Depth

„ The interleaver breaks up the fade so that

forward error correction (FEC) codes can

correct errors from fading

Read data in as rows

Read data out as columns

At the
Transmitter
just before
modulation:

De-interleaving

„ At the receiver, the reverse operation is

performed

Read data into columns

Read data out as rows

At the
Receiver
just after
demodulation:

a fade effects only one column if interleaver is deep enough