Atmospheric effects on Radar and Communications
Operating in Millimeter and Sub-millimeter wavelengths
Prof. Yosef Pinhasi, Ariel University Center
1. Introduction
The growing demand for broadband wireless communication
links and the deficiency of wide frequency bands within the
conventional spectrum, require utilization of higher microwave
and millimeter-wave spectrum at the Extremely High Frequencies
(EHF) above 30GHz (see table 1).
Table 1: The electromagnetic spectrum.
BAND
Extremely Low Frequency
Super Low Frequency
Ultra Low Frequency
Very Low Frequency
Low Frequency
Medium Frequency
High Frequency
Very High Frequency
Ultra High Frequency
Super High Frequency
ELF
SLF
ULF
VLF
LF
MF
HF
VHF
UHF
SHF
Extremely High Frequency EHF
Sub-millimeter (TeraHertz) FIR
Mid infra-red
MIR
Near infra-red
NIR
IEEE FREQUENCY
3 - 30Hz
30 - 300Hz
300 - 3,000 Hz
3 - 30 KHz
30 - 300 KHz
300 - 3,000 KHz
3 - 30 MHz
30 - 300 MHz
300 - 3,000 MHz
L
1 - 2 GHz
S
2 - 4 GHz
3 - 30 GHz
C
4 - 8 GHz
X
8 - 12 GHz
Ku
12 - 18 GHz
K
18 - 26.5 GHz
Ka
26.5 - 40 GHz
30 - 300 GHz
V
40 - 75 GHz
W
75 - 110 GHz
300 - 3,000 GHz
3 – 30 THz
30 – 300 THz
WAVELENGTH
1,000 - 100 Km
100 – 10 Km
10 - 1 Km
1 - 0.1 Km
100 - 10 m
10 – 1 m
1 - 0.1 m
10 - 1 cm
1 - 0.1 cm
1 – 0.1 mm
100 – 10 µm
10 – 1 µm
Some of the principal challenges in realizing modern wireless
communication links at the EHF band are the effects emerging
when the electromagnetic radiation propagates through the
atmosphere. When millimeter-wave radiation passes through the
atmosphere, it suffers from selective absorption in molecules of
the gases composing the air.
2. The Atmosphere
The atmosphere of Earth is a composition of gases surrounding the
planet Earth that is retained by Earth’s gravity. The atmosphere is
divided into several principal layers as shown in Table 2. Pressure
and density decrease in the atmosphere as height increases, while
temperature may remain relatively constant or even increase with
altitude in some regions.
Table 2: The layers of the atmosphere
70,000Km
10,000Km
800Km
500Km
80Km
50Km
8-18Km
Outer space
Exosphere
Ionosphere
Thermosphere
Mesosphere
Stratosphere
Atmosphere Troposphere
Plasmasphere
Magnetosphere
The lower layer of the atmosphere is the Troposphere beginning at
the surface and extends to between 8Km at the poles and 18 km at
the equator, with some variation due to weather. The troposphere
is mostly heated by transfer of energy from the surface, resulting
in descending temperature with altitude. The tropospheric air is
a mixture of gasses containing roughly 80% of the mass of the
atmosphere. Dry air contains 78.084% Nitrogen (N2), 20.948%
Oxygen (O2), 0.934% Argon (Ar), 0.0314% Carbon dioxide
(CO2), and small amounts of other gases. Humid atmosphere also
contains a variable amount of water vapor, around 1-4%. The air
also contains of dust, haze and other pollutant particles.
In addition to the fact that the EHF band (30-300GHz) covers a
wide range, which is relatively free of spectrum users, it offers
many advantages for wireless communication and RADAR
systems as follows:
3. Millimeter wave propagation in the Troposphere
* Broad bandwidths for high data rate information transfer
At lower frequencies, up to the UHF regime, the atmosphere
* High directivity and spatial resolution
transparent to the electromagnetic radiation propagating in the
* Low transmission power (due to high antenna gain)
medium. However, as the frequency is increased, absorption is
* Low probability of interference/interception (due to narrow
revealed. When millimeter-wave radiation passes through the
antenna beam-widths)
t represents
The time dependent
fieldit Esuffers
an electromagnetic
wave propagating
atmosphere,
from selective
molecular absorption
due to in a
* Small antenna and equipment size
rotationalofresonances
* No multipath fadings (although fading can be caused
by Themolecular
medium.
Fourier transform
the field is:mainly in water and oxygen.
time
dependentfield
field E t represents
represents ananelectromagnetic
wavewave propaga
TheThe
time
dependent
electromagnetic
atmospheric conditions)
propagating
in
a
medium.
The
Fourier
transform
of
the
field
is:
Among the practical advantages of using the EHF region for
of the field is:
satellite communications systems is the ability to employ smaller medium. The Fourier transform
E f E t e j 2ft dt
transmitting and receiving antennas. This allows the use of a
In the far field, transmission of a wave, radiated from a
smaller satellite and a lighter launch vehicle.
22
2012 נובמבר,43 גליון
E f E t e j 2ft dt
In the far field, transmission of a wave, radiated froma localized (point) isotropic
source and propagating in a medium is characterized in the frequency domain by the
approximate transfer function:
In the far field, transmission of a wave, radiated from a localized (point)
d
j k f dz
medium. The Fourier transform of the field is:
medium. The
transforman
of electromagnetic
the field is:
The time dependent
fieldFourier
E t represents
wave propagating in a
E f E t e j 2ft dt
Inmedium.
the far field,
transmission
of
a
wave,
radiated
from
a
localized
(point)
isotropic
E f Et e j 2ftj 2dt
j 2ft
ft
The Fourier transform of the field is:
E f
E t e
dt
E f E in
t the
e frequency
dt
domain
source and propagating in a medium is characterized
by the
j 2ft
Ef
j 2ft
E t e
E f E t e
dt
dt
a localized (point) isotropic
approximate
transfer
function: of a wave, radiated
In the far field,
transmission
from
2ft
band),of130GHz
and 220GHz,
which (point)
are known
a wave, radiated
from a localized
isotropicas atmospheric transmission
E f E t In
e jthe
dt far field, transmission
the far field,
transmission
of
wave,transmission
radiated
aa localized
(point)from
isotropic
In the
farafrequency
field,
wave, radiated
a localized (point) isotropic
source and propagating in In
a medium
is characterized
in the
domainfrom
byofthe
In the far field, transmission Eof ajf wave,
radiated
j k f dz from a localized (point) isotropic
, d 1source and propagating 'windows'.
in a medium
is isotropic
characterized in the frequency domain by the
Intransfer
the far function:
field,source
transmission
of awave,
from
a localized
(point)
out
esource
H jf and
propagating
in aradiated
medium
is characterized
in the frequency
domaininbythethefrequency domain by the
and propagating
in a medium
is characterized
approximate
Εin jf is characterized
d
source and propagating in a medium
in
the
frequency
domain
by
the
approximate
transfer
function:
source and propagating
in
a
medium
is
characterized
in
the
frequency
domain
by
the
approximate
transfer
function:
approximate
transfer
function:
In the approximate
far field, transmission
of a wave,
radiated
from a localized
(point)
isotropic
transfer function:
E jf , d 1 j k f dz
approximate transfer
e
H function:
jf out
E jf , d 1 j k f dz
source andlocalized
propagating
in a medium
in the frequency
domain by
Εcharacterized
d propagating
(point)
isotropicissource
in a medium
j kjf
the
f dz
in jf and
outEout jf , d 1e j k f dz
Eout jf , d 1 H
j k f dz
factor,
approximate
jf Εin jf d e
jf the
jf , d 1Hby
E propagation
k f is
2fcharacterized
isfunction:
a frequency
where εand eµ Hare
Here,
in thedependent
frequency
approximate
transfer
H jf out domain
d
Εin jf
d
E jf , dd e 1 j Εk inf dzjf
transfer
function:
e
H jf Ε in jfout
the local permittvity and the permeability of the medium,
The transfer
Εin jf respectively.
d
d
0
d
d
0
d
0
d
0
d
0
d
0
0
d
Eout jf , d propagation
1
is a frequency
factor, where
and µ are
Here, k Hf jf ,2df describes
function
theHfrequency
response
In a εdielectric
jf dependent
eof the medium.
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d
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2of
dependent
k fthat
f the
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frequency
where
ε and µ are
Here,
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of
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thepermittvity
permeability
is the
equal
to
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k f 2fand
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dependent
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where
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µ are
Here,
the local permittvity
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permeability
ofare
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aa frequency
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factor,
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is
frequency
dependent
propagation
factor,
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and
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Here,
thethe
local
permittvity
and
permeability
the
medium,
respectively.
transfer
thethe
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andmedium,
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and
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permeability
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respectively.
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function
H jf , d describes the frequency response of the medium. In a dielectric
the
local
permittvity
and
the
permeability
of
the
medium,
respectively.
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transfer
jf , doftransfer
the
function
jfand
H
describes
the
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the
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The
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the
k fthe
2permeability
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dependent
propagation
factor,
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Here,
frequency
function.
the
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is medium.
medium
is
tothe
that
vacuum
0 the
dielectric
constant
a equal
complex,
frequency
dependent
The
resulting
function
H jf
describes
frequency
response
of
medium.
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r ,fd is
medium
permeability
is equalIn
to athat
of the vacuum 0 and the permittivity is
the
frequency
of the
medium.
Inresponse
athedielectric
medium
function
H jf , dresponse
describes
the
frequency
of
the
medium.
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that
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the permeability
is equal
to dispersion,
that of the vacuum
medium
the
permeability
istransfer
equal to
of the
the permittivity
vacuum is0 and the permittivity is
the
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. Ifthe
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andThe
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ispresented
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and
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theby
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.
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a6is
acomplex
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permeability
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Nmedium
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term
refractivity
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rpermittivity
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can
presented
by:
r f fdielectric
is10
fis
r the
f of
function.
1the
frequency
N
(a) The resulting
complex,
frequency
The resulting
dielectric
constant
r be
f n dependent
a complex,
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function.
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local
index
of
refraction
can
be
presented
by:
termgiven
in the
refractivity
that
is
constant
in
frequencies
is
given
by
a
real
quantity
f Nis' 'of
complex,
frequency
dependent
The be
resulting
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of
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presented
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dielectric
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imaginary
Iflocal
the
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andpropagation
dispersion,
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by N
can
be
presented
by: function.
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canrelative
be presented
by:
f) f constant
( af introduces
)refraction
of a real
quantities.
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factor
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0 .can
local indexr and
of refraction
can be presented
by:
The dielectric
frequency
dependent
term
of
the
refractivity
is
a
complex
function
consisting
local index
be
f can
f presented
is:
nrefraction:
in ppm
1 N dependent
f by:
106
refraction
constant
r fof
is a of
complex,
function. The resulting
Where
given
rfrequency
writtenthe
in complex
terms
of refractivity
the
index
6
j k f dz
0
n f r f 1 N f 10 6
f f factor
r f 1 N f 10
nis:
1 N f can
10n6 fbe
N 'index
( f ) and
N 'presented
' ( f ) quantities.
reallocal
imaginary
The
Where
the complex
refractivity
given in
ppmpropagation
of refraction
can be
n f by:
r f 1 N f 106 r
by
6
The term in the refractivity that is constantnin
frequencies
is
given
a
real
quantity
f
f
1
N
f
10
N ppm
N'6(is:
f )2frjN ' ' ( f ) The
2f refractivity
2Ngiven
f( f ) in
2f in the refractivity
en inWhere
termstheofkcomplex
index
of refraction:
that is constant in frequencies is given by a real quantity
6
the
f0 refractivity
constant
f dependent
n f jterm N
'The
'the
10
Where
is
1 athe
Ncomplex
10 6 term
N ' is
fconsisting
10 given
0 complex
refractivity
ininppm
is:
N 0 . The frequency
of
function
term
inc
the
refractivity
frequencies
is given by a real quantity
6 given by cathat
c
c
rm in the refractivity
that
is
constant
in
frequencies
is
real
quantity
Where
the
complex
refractivity
given
in
ppm
is:
Where
the
complex
refractivity
given
in
ppm
is:
n
f
f
1
N
f
10
Thetheterm
in the
refractivity
that
is constant
in
is dependent term
r
N 0 .frequencies
frequency
of the refractivity is a complex function consisting
Where
complex
refractivity
in ppm
is:
given
f
The
f
N ' ( f ) by
f )0N. quantities.
of a real dependent
and
imaginary
The
factor
The
term
theberefractivity is a complex function consisting
given
real quantity
frequency
dependent
term
ofofcan
Where
theacomplex
refractivity
givenfrequency
in
NN
( refractivity
f' ')(N
) appm
jN
' ' (is:
f propagation
)dependent
he frequency
term
complex
consisting
0 N ' ( fis
2the
2fisofa the
2f
2function
f refractivity
fareal
6
6
6
N ( f imaginary
) N 0 N ' ( f )N ' 'jN
)
complex
function
consisting
of
real
N
'
(
f
)
( f' ')( f quantities.
of
a
and
The propagation factor can be
k
f
n
f
j
N
'
'
f
10
1
N
10
N
'
f
10
0
writtenthe
in terms
of the
index
of refraction:
N ( f imaginary
) N 0 N ' ( f )N' 'jN
(Nfquantities.
)( f ) N 0 N ' The
( f ) jN
''( f )
'
(' (fpropagation
( f' )'be
propagation
factor can be
c
c imaginary
Where
complex
refractivity
given
in
is:
c
quantities.
of
jN
'
and
imaginary
The
propagation
factor
can
be
Nppm
(af
)real
N
N
N
f) )
and
' ( cf
)
N identify
' ( f ) and
N
'
'
(
f
)
ealWe
quantities.
The
factor
can
0
the expression of the
coefficient:
f field attenuation
)f
jN ' ' ( in
N ( f ) N 0 N ' ( fwritten
f ) terms of the index of refraction:
written in terms of the index of refraction:
n in terms of the index of refraction: written in terms of the index of refraction:
2f
2f
2f
2f
6
0 N
k f
n f j N (Nf' ') f N10
' ( f ) 1 jN
N' '0(f10) 6
N ' f 10 6
f
f
2
c
c
c2
c
2f
dentify the expression
the
k ( f )attenuation
fof
Imfield
f
Imncoefficient:
( f )
N ' ' f 10 6
2f
2f
2f
6
6
nf6 2fj
N ' ' f 610 62
c
c2f f
2kf f
f c 1 N 0 610 c N ' f 10
2fWe identify2
f
2
f
2
f
c1
6 of the fieldk attenuation
6
6 N ' ' cf 10
f
n
f
j
N
10
N
'
f
10
(b)
the
expression
coefficient:
0
k f
n f j
N ' ' f 10
1 N 10
N ' f 10
0
c
c
f
c
c
f
c
c
c
f 1: Millimeter wave a)
fattenuation
1 e) f in [dB/Km] and
Figure
coefficient
20 log(
f 2f
f
propagation model (MPM),
developed
by Liebe
. Curves are
f
2coefficient:
6
We
identify
the
expression
of
the
field
attenuation
and the wavenumber:
f Imk ( f )
Imn( f )
N ' ' f 10
drawn
for
several
values
of
relative-humidity
(RH),
assuming
c
c
2f
6
c
[deg/Km]
for of
various
of relative
humidity (RH) at
b) f clear sky
10field
N ' f and
noinrain.
Inspection
Figurevalues
1.a reveals
absorption
We identify the expression
attenuation
coefficient:
c of the
We
identify
the
expression
of
the
field
attenuation
coefficient:
peaks at 22GHz and 183GHz, where resonance absorption of
2f
2f
entify the expressionof
the field
coefficient:
2f attenuation
6
n( f )Im2nf( f )1 N 10
N 6' 'f 2
10f 6 N ' f 10sea
level.water (H O) occurs, as well as absorption peaks at 60GHz and
f Refk(f )Im
k ( f )Re
0
c
c
the wavenumber:
2
c
c
c
and the wavenumber:
119GHz, due to absorption
resonances
of oxygen (O2). Between
2f
2f
f
Imn(6 f )
N ' ' f 10 6
2ff Imk ( f )2f
f
f
2
2
c
k ( fEHF
10
f 6 at
atmosphere
Imthe
)
Im1 n(H.f )J.Liebe:
N c' ' –fAn
“MPM
atmospheric millimeter-wave
propagation model”, Int.
f transmission
The
Imk ( f ) characteristics
Imn( f ) of the N
' ' f 10
c
c
and the wavenumber:
c
c 6 with
2f in Figure
21,fwas calculated
2f the millimeter
band,
as
shown
6
J.
of
Infrared
and
Millimeter
waves
10,
(6),
(1989),
631-650
f Rek ( f )
Ren( f )
1 N 0 10
N ' f 10
The transmission characteristics
of the
the
EHF
band, as shown in
c
c atmosphere at
c
and
the wavenumber:
Figure 1, was calculated with
(MPM), developed
f
2f the millimeter
2f propagation
2model
f ) the wavenumber:
f Rek ( f )
Ren( and
1 N 0 10 6
N ' f 10 6
e wavenumber:
1
c
c
c
(RH), assuming
by Liebe . Curves are drawn for several values of relative-humidity
f
f
transmission
of the
atmosphere
at theabsorption
EHF band,
asatshown
clear sky andcharacteristics
no rain. Inspection
of Figure
1.a reveals
peaks
22GHzinand 2f
2f
2f
f Rek ( f )
Ren( f )
1 N 10 6
N ' f 10 6
f k ( f ) 2 6f Ren( f ) 2f 1 c N 0 10 6 2f c N ' f 100 6
2f
2f
2Re
c
6 f
f calculated
k ( f )resonance
absorption
as
n(millimeter
f )
N 0 10(H2O) model
Re
with Re
1propagation
water
N ' f(MPM),
10well
re 183GHz,
1, was
the
developed
occurs,
as absorption
where
c
c
f
c
c
c of
c
The transmission
characteristics
of the
atmosphere
at
the
EHF
band,
as shown in
1
f
. Curves
are drawn
for several
of relative-humidity
(RH),(Oassuming
Liebe
peaks
at 60GHz
and 119GHz,
due tovalues
absorption
resonancesof
oxygen
2). Between
f
Figure 1, was calculated with the millimeter propagation model (MPM), developed
r sky
no 1rain.
Inspection
ofattenuation
Figure
1.avalues
absorption
at 22GHz
and(Wthese
frequencies,
minimum
isreveals
obtained
at 35GHz
(Ka-band),
94GHz
. Curves
are drawn
for
several
of relative-humidity
(RH),
assuming
byand
Liebe
The peaks
transmission
characteristics
of the atmosphere at the EHF band, as shown in
The
transmission
characteristics
of the inatmosphere at the EHF band, as shown in
ansmission
of theofatmosphere
EHF
band,
as
shown
O)the
occurs,
as
well
as22GHz
absorption
GHz,
where
resonance
of
water
2at
clear
sky characteristics
and
no rain. absorption
Inspection
Figure
1.a(H
reveals
absorption
peaks
at
and with the millimeter propagation model (MPM), developed
Figure
1, was
calculated
Figure
1,
was
calculated
with
the
millimeter
propagation model (MPM), developed
calculated
with the
millimeter
(MPM),
developed
s1,at was
60GHz
and
119GHz,
dueabsorption
to absorption
resonances
ofbyoxygen
Between
occurs,
as well1.(O
as
absorption
183GHz,
where
resonance
ofpropagation
water
(H2O) model
2).
Curves
are drawn for several values of relative-humidity (RH), assuming
Liebe
1
1
.resonances
are
drawn
for
several(Wvalues of relative-humidity (RH), assuming
Liebe
Curves
are
drawn
for
several
values
of relative-humidity
(RH),
assuming
1 .peaks
at “MPM
60GHz
and
119GHz,
due to
absorption
of
(O294GHz
). Between
ebe
frequencies,
minimum
attenuation
isby
obtained
atCurves
35GHz
(Ka-band),
H. J. Liebe:
– An
atmospheric
millimeter-wave
propagation
model”,
Int.clear
J.
ofoxygen
Infrared
and
Millimeter
sky and
no rain.waves
Inspection of Figure 1.a reveals absorption peaks at 22GHz and
10, (6), (1989), 631-650
clear
sky and
rain. peaks
Inspection
of Figure
ky and
rain. Inspection
of Figure
1.a
reveals
absorption
at 22GHz
and
thesenofrequencies,
minimum
attenuation
is
obtained
atno
35GHz
(Ka-band),
94GHz
(W- 1.a reveals absorption peaks at 22GHz and
183GHz, where resonance absorption of water (H2O) occurs, as well as absorption
183GHz,
where
resonance
of water (H2O) occurs, as well as absorption
occurs,
as well absorption
as absorption
Hz, where resonance absorption of water
(H2O)
peaks at 60GHz and 119GHz, due to absorption resonances of oxygen (O2). Between
peaksresonances
at 60GHz and
119GHz,
to absorption resonances of oxygen (O2). Between
at 60GHz and 119GHz, due to absorption
of oxygen
(O2due
). Between
Liebe: “MPM – An atmospheric millimeter-wave propagation model”, Int. J. of these
Infraredfrequencies,
and Millimeter waves
minimum attenuation is obtained at 35GHz (Ka-band), 94GHz (Wthese
frequencies,
minimum
attenuation
is obtained at 35GHz (Ka-band), 94GHz (W, (1989),
631-650“MPM – An atmospheric
1
requencies,
attenuation
is obtained
atmodel”,
35GHz
94GHzwaves
(WH. J. Liebe:minimum
millimeter-wave
propagation
Int. J.(Ka-band),
of Infrared and Millimeter
10, (6), (1989), 631-650
1
1
H. J. Liebe: “MPM – An atmospheric millimeter-wave propagation model”, Int. J. of Infrared and Millimeter waves
H. J. Liebe:
“MPM
AnInfrared
atmospheric
millimeter-wave
10, (6),and
(1989),
631-650
ebe: “MPM – An atmospheric millimeter-wave propagation
model”,
Int. J.– of
Millimeter
waves propagation model”, Int. J. of Infrared and Millimeter waves
2012 נובמבר,43 גליון10, (6), (1989),
631-650
1989), 631-650
24
(a)
these frequencies, minimum attenuation is obtained at 35GHz
Prof. Yosef Pinhasi
(Ka-band), 94GHz (W-band), 130GHz and 220GHz, which are
Yosef Pinhasi is the Dean of the Faculty
known as atmospheric transmission ‘windows’.
of Engineering at the Ariel University of
(b)
Samaria. He was born in Israel on May 3,
(b)Figure 1: Millimeter wave a) attenuation coefficient
Figure 1: Millimeter wave a) attenuation
coefficient
20 log(e) f in [dB/Km] and1961, received the B.Sc., M.Sc. and Ph.D.
and
er wave a) attenuation coefficient 20 log(e) f in [dB/Km] and
degrees in electrical engineering from Tel
2
f
6
Aviv University, Israel in 1983, 1989 and
in
[deg/Km]
for
various
values
of
relative
humidity
(RH)
at
b)
f
N
'
f
10
in
[deg/Km]
for
various
values
of
b)
6
of relative humidity (RH) at
10 in [deg/Km] for various values
c
1995
respectively.
He served as the head of the Department
relative humidity (RH) at sea level.
of Electrical and Electronic Engineering between the years
sea level.
2004-2007.
The transmission characteristics are determined by weather
Since 1990 he is working in the field of electromagnetic
conditions such as temperature, pressure and humidity. The
radiation, investigating mechanisms of its excitation and
absorption is proportional to air density, and thus reduces with
generation in high power radiation sources like microwave and
height. Attenuation due to fog, haze, clouds, rain and snow is
millimeter wave electron devices, free-electron lasers (FELs)
and masers. He developed a unified coupled-mode theory
one of the dominant causes of fading in wireless communication
of electromagnetic field excitation and propagation in the
links operating in the EHF band. Raindrops and dust scatter
frequency domain, enabling study of wideband interactions of
millimeter wave radiation, resulting in amplitude fluctuations and
electromagnetic waves in media in the linear and non-linear
phase randomness in the received signal. This further degrades
(saturation) operation regimes.
the availability and performance of the communication links.
Prof. Pinhasi investigates utilization of electromagnetic waves
Sufficient fade margins are essential for a reliable system.
in a wide range of frequencies for various applications such
as communications, remote sensing and imaging. The space4. Summary
frequency approach, which developed by him, is employed
The inhomogeneous transmission in a band of frequencies causes
to study propagation of wide-band signals in absorptive and
absorptive and dispersive effects in the amplitude and in phase of
dispersive media in broadband communication links, and
wireless indoor and outdoor networks as well as in remote
wide-band signals transmitted in the EHF band. The frequency
sensing Radars operating in the millimeter and Tera-Hertz
response of the atmosphere plays a significant role as the data
regimes.
rate of a wireless digital radio channel is increased. The resulting
Prof. Yosef Pinhasi is the Chairman of the Communication
amplitude and phase distortion leads to inter-symbol interference,
and Information Technology Chapter, of the Society of
and thus to an increase in the bit error rate (BER). These
Electrical and Electronic Engineers, Member of the executive
effects should be taken into account in the design of broadband
board of the Israeli Association of the Plasma Science and
communication systems, including careful consideration
Applications serving as its secretary, Chairman of Technical
of appropriate modulation, equalization and multiplexing
Standardization Expert Committee of Communication in
techniques.
smart Grid, The Standards Institution of Israel (SII).
26
2012 נובמבר,43 גליון
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