musar: a multibeam opportunistic sar system · 2020. 7. 17. · musar: a multibeam opportunistic...

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Royal Military Academy -1- Centre Spatial de Liège MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1 , V. Kubica 1 , D. Derauw 2 A. Orban 2 , C. Barbier 2 , X. Neyt 1 1 Royal Military Academy, Signal and Image Centre, Brussels, Belgium 2 Centre Spatial de Liège, Université de Liège, Angleur, Belgium

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Page 1: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -1- Centre Spatial de Liège

MUSAR:

A Multibeam Opportunistic

SAR System

25 May 11

E. Cristofani1, V. Kubica1, D. Derauw2

A. Orban2, C. Barbier2, X. Neyt1

1 Royal Military Academy, Signal and Image Centre, Brussels, Belgium

2 Centre Spatial de Liège, Université de Liège, Angleur, Belgium

Page 2: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -2- Centre Spatial de Liège

Contents

1. Introduction

2. Reception system

3. Exact focusing processing

4. RMA future work

5. Fast focusing processing

6. CSL future work

7. Application examples

Page 3: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -3- Centre Spatial de Liège

1. Introduction

• Objectives:

• To assess feasibility of bistatic SAR

imaging using C-band SAR satellites

• To assess bistatic vs. monostatic results

• To assess resolution and SNR

• Passive radar issues

• Lack of synchronization

Page 4: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -4- Centre Spatial de Liège

Typical Monostatic Scenario

Imaged area

Monostatic

configuration

Echoes

GOAL:

SAR

image

Tx - ground

Page 5: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -5- Centre Spatial de Liège

Bistatic Scenario

Imaged area

Bistatic

configuration

Direct path

Echoes

GOAL:

SAR

image

Tx - ground

Page 6: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -6- Centre Spatial de Liège

2. Reception System

AD

C

sref

Synthesized

image

Hardware Image synthesis

Matched

Filtering

+

Fast

processing

secho

Signal

Separation

Page 7: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -7- Centre Spatial de Liège

Hardware

AD

C

sref

Synthesized

image

Hardware Image synthesis

Matched

Filtering

+

Fast

processing

secho

Signal

Separation

Page 8: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -8- Centre Spatial de Liège

Hardware

Page 9: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -9- Centre Spatial de Liège

Location of the Receiver

Royal Military Academy

Optical view from the roof

Page 10: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -10- Centre Spatial de Liège

Acquired Signals

ENVISAT signals

A train of pulses

One LFM chirp (BB)

A satellite pass

Page 11: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -11- Centre Spatial de Liège

Signal Separation

AD

C

sref

Synthesized

image

Hardware Image synthesis

Matched

Filtering

+

Fast

processing

secho

Signal

Separation

Page 12: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -12- Centre Spatial de Liège

Signal Separation

• Typically, two antennas

• One antenna pointing to Tx, another one pointing to target

• Reference signal extraction (synchronization)

• By resynthesis

• Well-known transmitted signals (chirps)

• Extract parameters

• By spatial null-steering/beamforming (steering vectors)

• Steering vectors are unknown. Calibration is needed.

Page 13: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -13- Centre Spatial de Liège 25 Oct 10

Parameters Estimation

• α, φ and f0 extraction

Unwrapped

phase

Wrapped phase

Quadratic phase = LFM

Measured data

Synthesized chirp

Phase noise

Theoretical phase

Page 14: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -14- Centre Spatial de Liège

3. Exact Focusing Processing

AD

C

sref

Synthesized

image

Hardware Image synthesis

Matched

Filtering

+

Fast

processing

secho

Signal

Separation

Page 15: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -15- Centre Spatial de Liège

Exact Focusing Processing

SAR image

1. Acquired raw data 2. Range-compressed data

3. Azimuth-compressed

data

Matched Filtering

in range

Matched

Filtering

in azimuth

Early results

Page 16: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -16- Centre Spatial de Liège

Early Results

SAR image

• Solution: alternative scenario • Should contain water (lake, pond?)

• Using passive transponders?

Page 17: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -17- Centre Spatial de Liège

4. RMA Future Work

• Obtain longer acquisitions

• Assessing image resolution and SNR

• Compare bistatic vs. monostatic images

• Using point target (passive transponder)

Page 18: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -18- Centre Spatial de Liège

5. Fast Focusing Processing

Bistatic geometry

Raw signal modeling

Page 19: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -19- Centre Spatial de Liège

Fast Focusing Processing

• Considering geometrical peculiarities of

considered opportunistic SAR, some strong

approximations are possible.

• The general scheme may be simplified.

Page 20: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -20- Centre Spatial de Liège

General Considerations

We consider a fix receiver and

a moving emitter.

X is the azimuth coordinate of

the emitter.

rT is the range distance

between the emitter and

the considered point

target.

r0 is the minimum slant range

distance. x0 is the

corresponding azimuth

coordinate.

rR is the constant distance

between the point target

and the emitter.

Page 21: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -21- Centre Spatial de Liège

Geometrical Consideration

Data organization if considering focusing at constant range

gates:

Monostatic Bistatic

Translational symmetry

No Translational symmetry

“Data curvature”

Page 22: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -22- Centre Spatial de Liège

Fast Focusing Processing

• Two focusing strategies are possible :

• Interpolate raw data on a regular grid. Then focus

along constant minimum slant range

• Focus at constant range gates. Then

georeference and geoproject focused data.

• The second strategy is the easiest and the

most efficient.

Page 23: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -23- Centre Spatial de Liège

Fast Focusing Processing

• Fast Focusing Processing of the simulated data

provided by RMA:

➡ Simulated data:

• The receiver antenna is pointing toward the target.

• The receiver - point target distance is about 50m.

• The receiver is at an altitude 8 m higher than the point target.

• Both the direct signal (emitter - receiver) and the backscattered

signal (emitter - target - receiver) are given.

• Range focusing is implemented in the Fourier domain.

• Range focusing is performed using the direct signal.

➡ Either a single direct pulse is used for all azimuth positions or each

direct pulse is used at each azimuth position.

Page 24: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -24- Centre Spatial de Liège

Fast Focusing Processing

Range focusing of the simulated signal:

With constant replica

With azimuth-

dependant replicas

Range plot

Range plot

Azimuth

Ran

ge

Azimuth

Ran

ge

Page 25: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -25- Centre Spatial de Liège

Fast Focusing Processing

➡ The range-focused signal

may be seen as a

decomposition of plane

originating from a point at

azimuth position x0.

➡ Back-propagation of

these plane waves will

lead to the focused point.

Page 26: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -26- Centre Spatial de Liège

Fast Focusing Processing

• This back-propagation corresponds

mathematically to a Fourier transform.

• A simple scaled Fourier transform of the

range-focused data will lead to the image,

provided that range focusing was performed

using the direct signal and provided that the

observed points are close enough to the

receiver.

Page 27: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -27- Centre Spatial de Liège

Fast Focusing Processing

Focused simulated data:

Remark: The focused data is in the natural

acquisition geometry, i.e. on a curved grid.

Azimuth plot of focused

direct signal

Azimuth plot of focused

point target Range

Azi

muth

Page 28: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -28- Centre Spatial de Liège

6. CSL Future Work

• Verify the validity of the approximations

with respect to target-receiver relative

positions.

• Analyse the ability to translate and scale

the direct signal to extend the focusing

area.

• Test and validate the Fast Focusing

Process on real data.

Page 29: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -29- Centre Spatial de Liège

7. Application Examples

• Static and recurrent

observation of :

• Forests,

• Crops

• ...

• ...

Page 30: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -30- Centre Spatial de Liège

Application Examples

• Static and recurrent

observation of:

• Forests,

• Crops,

• Man-made structures,

• ...

• Interferometric

processing of recursive

acquisitions:

• Displacement/movement

monitoring.

Page 31: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -31- Centre Spatial de Liège

Application Examples

• If two reception

antennas:

• Direct and recursive

interferometric

measurement

• Coherence

monitoring for crop

stage/volumetric

estimation

• ...

Page 32: MUSAR: A Multibeam Opportunistic SAR System · 2020. 7. 17. · MUSAR: A Multibeam Opportunistic SAR System 25 May 11 E. Cristofani 1, V. Kubica , D. Derauw2 A. Orban2, C. Barbier2,

Royal Military Academy -32- Centre Spatial de Liège

Contents

1. Introduction

2. Reception system

3. Exact focusing processing

4. RMA future work

5. Fast focusing processing

6. CSL future work

7. Application examples

Thank you! Any questions?