signal processing synthetic aperture radar chiba university center for environmental remote sensing,...
TRANSCRIPT
![Page 1: Signal Processing Synthetic Aperture Radar Chiba University Center for Environmental Remote Sensing, Chiba University Josaphat Tetuko Sri Sumantyo, Ph.D](https://reader035.vdocuments.net/reader035/viewer/2022062304/56649e795503460f94b796da/html5/thumbnails/1.jpg)
Signal ProcessingSynthetic Aperture Radar
Chiba University
Center for Environmental Remote Sensing, Chiba University
Josaphat Tetuko Sri Sumantyo, Ph.D
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Contents
1. Introduction of Synthetic Aperture Radar (SAR)2. SAR Applications (History, Theory, Relationship with Re
mote Sensing etc)3. Basic of Electromagnetic waves (Wave, Polarization, Ab
sorption, Scattering etc)4. Radar Equation and Microwave Scattering (Antenna Pat
tern) 5. Pulse Compression Technique and Image Production in
Range Direction6. Synthetic Aperture Technique and Image Production in
Azimuth Direction7. Basic of SAR Image Analysis
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References
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References
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Introduction
SAR and Definition
SAR (Synthetic Aperture Radar)
Satellite (sensor) itself illuminates microwave, then sensor receives
backscattered wave and processes this signal to be an image.
Benefit of SAR
All weather
Day and night time monitoring (Active sensor)
High coherency → InSAR applications
Polarization characteristics → Polarimetry
Lack of SAR
Analysis of backscattering Microwave Image very complicated
(Different to the point of view in optical image analysis)
Image distortion (foreshortening, shadowing etc) caused by side looking
Microwave Sensor Active Sensor Imaging Radar
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Pictures : http://southport.jpl.nasa.gov/nrc/chapter7.html
SEASAT (1978) SIR-A (1981) SIR-B (1984) SIR-C (1994)
Frequency (GHz) 1 1 1 1, 5
Polarization HH HH HH HH, HV, VH, VV
Look angle 20o 50o 20o – 60o 20o – 60o
Analog data Analog data Digital data Digital data
Central
Transmitter/
Receiver
Central
Transmitter/
Receiver
Central
Transmitter/
Receiver
Distributed
T/R modules
Fixed antenna beam
Fixed antenna beam
Mechanical
beam steering
Electronic
beam steering
Introduction
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ERS-1 (1991) JERS-1 (1992) Radarsat (1995)
Frequency (GHz) 5 (C band) 1.275 (L band) 5 (C band)
Polarization VV HH HH
Look angle 20o 35o 20o – 60o
Pictures : http://southport.jpl.nasa.gov/nrc/chapter7.html
Introduction
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Specification of ALOS-PALSAR
Main Observation Mode High Resolution Mode SCAN SAR
Observation Frequency L-band(1.27GHz)
Polarization HH,VV,HH&HV,VV&VH HH,VV
Ground Resolution 10m 100m
Look numbers 2 8
Swap area 70km 250 ~ 350km
Off Nadir Angle 10 ~ 51°
http://alos.nasda.go.jp/
Introduction
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target
far rangenear range
range direction
slant range direction
horizontal direction
azimuth direction
sensor / antenna
platform direction
Ground range
① : off-nadir angle
( look angle)
② : depression angle
③ : range beam width
④ : incidence angle
⑤ : azimuth beam width
Satellite-onboard SAR and flat-ground geometric system
①
②
③
④⑤
JERS-1 SAR antenna Pi-SAR (NICT/JAXA)
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Optic sensor and microwave sensor • Optic sensor : employed wavelength is recognized by human eyes
Sun light scattering easy to recognize
• Microwave sensor : wavelength is cm order difficult to recognize
Mechanism of backscattering complicated
Image distortion
Mount Fuji : JERS-1 / OPS Mount Fuji : JERS-1 / SAR
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Microwave characteristicsWave expression : phase and amplitude
Time changing signal can be expressed as space function by using variable of amplitude and phase
wave expression : F(t)=exp[2ift] f : frequency
Electromagnetic fields vibrate as the function of time when observed in one point in the space
Space distribution of electromagnetic fields is the function of space when time is fixed
electric field
electric field
amplitude wavelength
space (x)
phase :
ddt = f
time (t)
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0.2m 1.0m 10m 1mm 10cm 1m
wavelength
Atmospheric penetration ratio
Atm
. P
en.
%
50
100
0
Wavelength domain of electromagnetics and definition
Wavelength Domain of Microwave
0.2m 1.0m 10m 1mm 10cm 1m
Visible Microwave
IR NIR KaKuX C S L P
10GHz 1GHz
Band Wavelength (mm) Frequency (GHz)
Ka 7.5 ~ 11.0 40.0 ~ 26.5
K 11.0 ~ 26.7 26.5 ~ 18.0
Ku 16.7 ~ 24.0 18.0 ~ 12.5
X 24.0 ~ 37.5 12.5 ~ 8.0
C 37.5 ~ 75.0 8.0 ~ 4.0
S 75.0 ~ 150 4.0 ~ 2.0
L 150 ~ 300 2.0 ~ 1.0
P 300 ~ 1000 1.0 ~ 0.3
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incident wave scattering wave
Reflection and Penetration of Microwave
Relationship of scattering and penetration
penetrated wave
ratio of scattered and penetrated wave :
effect of dielectric constant
mirror / corner reflection :
effect of surface roughness
`
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Krakatau volcano complex, Indonesia
corner reflection
water / sea surface :
high dielectric constant
perfectly scattering / corner reflection
black color on SAR image
Reflection and Penetration of Microwave
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Illustration of microwave scattering by earth’s surface
① smooth surface ③ rough surface ② slightly rough surface
Effect of earth’s surface :
Rayleigh conditions : h≦/(8 cos ) → standard of smooth surface
in case of JERS-1: =0.23m, =38o
Conditions to satisfy ① : h 3.65 cm≦
Reflection and Penetration of Microwave
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Krakatau volcano complex, Indonesia
① smooth surface
③ rough surface
② slightly rough surface
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Scattering of microwave : surface scattering and volume scattering
Surface scattering
(a) scattering on the boundary surface (different dielectric constant )
(b) scattered wave is reflected to different direction from incident wave
Volume scattering (a) Penetrated electromagnetic wave is traped in the dielectical material
(b) Scattered wave in object on the earth’s surface (i.e. forest)
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Scattering Models
surface scattering
volume scattering
surface scattering
icy rivervegetation (forest)
surface scattering
surface scattering
dried sandy area
surface scattering
surface scattering
volume scattering
Scattering of microwave : surface and volume scatterings
volume scattering
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Linier polarization
Horizontal polarization
Left handed circular polarization (LHCP)
Lini
er p
olar
izat
ion
Circ
ular
Pol
.Polarizations
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SAR History
1953 Carl Wiley (Good Year Corporation) invented SAR
1960s Civil application : archeology, real aperture interferometry
1978 SEASAT (NASA) : 25m resolution, L band
1980s ALMAZ (Soviet), Shuttle Imaging Radar (SIR)(NASA)
1991 ERS-1 (ESA), Interferometry, C band
1992 JERS-1 (JAXA), 12.5m resolution, L band
1995 RADARSAT (RSI)
1999 SRTM, single pass interferometry, 80% continental coverage
2002 ENVISAT (ESA)
2006 ALOS
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ERS-1 JERS-1 RADARSAT ENVISAT ALOS
Launched date April 1991 February 1992 November 1995 March 2002 January 2006
Height 785 km 568 km 793 - 821 km 799.8 km 691.65 km
Inclination angle 98.5 degrees 97.7 degrees 98.6 degrees 98.55 degrees 98.16 degrees
Frequency 5.3 GHz (C band) 1.275 GHz (L band) 5.3 GHz (C band) 5.331 GHz ( C band) 1.27 GHz (L band)
Wavelength 5.7 cm 23.5 cm 5.7 cm 5.6 cm 23.6 cm
Polarization VV HH HH HH, VV, HH+VV, VV+VH, HH+HV
HH, VV, HH+HV, VV+VH, HH+VV+ HV+VH
Off-nadir angle 20 degrees 35 degrees 9 - 48 degrees 13.5 - 39 degrees 10 - 51 degrees
Incident angle 23 degrees 38.7 degrees 10 - 60 degrees 15 - 45 degrees 8 - 60 degrees
Swap width 100 km 75 km 50 - 500 km 56.5 - 104.8 km 20 - 350 km
Azimuth resolution 30 m 18 m (3 looks) 9 - 147 m
30 - 1000 m
10 - 100 m
(2 looks)
7 - 100 m
(multi looks)
Range resolution 30 m 18 m 6 - 147 m
Peak Power 4.8 kW 325 W (1.3 kW spec) 5 kW 1.4 kW 2.3 kW
Bandwidth 19 MHz 15 MHz 11.6/17.3/30.0 MHz 8.48 - 16 MHz 14 MHz/28MHz
Antenna size 1 x 10 m 2.2 x 12 m 1.5 x 15 m 1.3 x 10 m 3.1 x 8.9 m
SARs Specification
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JERS-1 SAR antenna
Basic Theory of SAR : Antenna
L=11.92 m
b=2.
2 m
wave illuminating pattern
‘half value’
b : antenna length in range direction
L : antenna length in azimuth direction
: half value in range direction (JERS-1 : 5.3o)
: half value in azimuth direction (JERS-1 : 1.0o)
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Basic Theory of SAR : Antennase
nsor
/ant
enna
L
P1
P0
side lobe main lobe
0
11/2
y
x
x
yz
b
L
0
0
Definition of half value :
Po : power in the center of main lobe
P1 : power in the peripheral of main lobe
The half value is defined by ‘P1 is attenuated to 3 dB (equally 50%) of Po’.
10log10Po/P1=3 dB
or
P1=0.5P0
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Basic Theory of SAR : Radar Equation
R
PtG/4R2
PtPs=PtG/4R2
Pr=PsA/4R2
antenna
Scatterer
attenuation by spreading of wave = 1/4R2
Radar equation :
To realize the relationship between radar received power and characteristic of scatterer.
A : effective surface of the receiver’s antenna
G : gain
: radar cross section or back scatterer surface
Pt : transmitted power
Ps : scattered power
Pr : received powerPr=Ps A/4R2=PtGA/(4R2)2
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Pulse radarPulse power
(Transmitted power )||
peak power×pulse width
Transmitted pulse received signal
Sig
na
l in
ten
sity
tree’s echohouse’s echo
concrete building’s echo
Pulse width τ
time
(b) Time flows of transmit & received signal
( a ) Pulse front wave
sensor / antenna
propagation of transmitted pulse
tree houseconcrete building
Rn Rf
12
34
56
78
910
111212
1314
1516
1718
19
20
21
11
1213
14
1516
1718
19
11
1213
14
15
16
17
18
2220
10
Rn : slant range length at near range
Rf : slant range length at far range
Time to receive the pulse by antenna :
Near range side (start to receive) : 2Rn/C
Far range side (end of receiving) : 2Rf/C+τ
Continuity time of received pulse :
T=(2Rf /C+τ)-2Rn/C
0
0 2 4 6 8 10 12 14 16 18 20 22 24
JERS-1 SAR antenna
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Start
Parameter calculation
Corner turn
Azimuth compression
Output image
Doppler center frequency
Range compression
Flowchart of SAR Signal Processing
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rotated image
North
range compressed image
azimuth compressed image
raw data
sensor illumination
Range
Azim
uth
JERS-1 satellite
No
rth
Flowchart of SAR Signal Processing
corner turn
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A B A B
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x
Rc
earth’s surface
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frequency MHz
1282.5
1275.0
1267.5
f=15 MHz
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A B C
transmitted pulse
received pulse
pulse length ()
time
time
output signal
reference signal
1/f
A B C
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L
R
P
L
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t=0
t=0 t=0
R R
R
Az
Az Az
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Az
R
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Multi scattering
sea surface
(a) bridge’s architecture figure
(b) SAR image’s signature
(c) scattering mechanism
wire
1
1
2
2
Akasikaikyo bridge (http://www.oshimastudio.com)
length 3.910m
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