ultra-wideband radar imaging - · pdf filechallenge the future delft university of technology...

27
Challenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging Prof. DSc. Alexander Yarovoy International Research Centre for Telecommunications and Radar, Delft University of Technology, The Netherlands

Upload: phamnhi

Post on 06-Mar-2018

224 views

Category:

Documents


3 download

TRANSCRIPT

Page 1: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

Challenge the future

DelftUniversity ofTechnology

International Research Centre for Telecommunication and Radar

Ultra-Wideband Radar Imaging

Prof. DSc. Alexander Yarovoy

International Research Centre for Telecommunications and Radar, Delft University of Technology,

The Netherlands

Page 2: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

2European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

a wide spectrum of security and safety concerns as

The growing world population gets prone to

In Europe each year about 1.3 million traffic accidents cause:

• More than 35.000 fatalities• Economical damage of

more than 200 billion € per year

Human error is involved in over 90% of accidents

http://ec.europa.eu/information_society/activities/policy_link/brochures/documents/intelligent_car.pdf

Page 3: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

3European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

The growing world population gets prone toa wide spectrum of security and safety concerns as

Natural and anthropogenic catastrophes resulting in search for survivors

Page 4: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

4European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

The growing world population gets prone toa wide spectrum of security and safety concerns as

Source: P. Withington, H. Fluhler, and S. Nag, “Enhancing homeland security with advanced UWB sensors,” Microwave Magazine, IEEE, vol. 4, no. 3, pp. 51-58, 2003.

Kidnapping and terrorist attacks

Page 5: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

5European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

• Remote health monitoring• Body imaging

The growing world population gets prone toa wide spectrum of health concerns which require

Page 6: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

6European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

High-resolution radar belongs to those sources of data which can provide crucial information in a number of scenarios such as shown above.

Subsurface imaging is an essential requirement to these sensors.

Microwave frequencies (300MHz-30GHz) allow for a combination of through-the-interface penetration and high resolution.

Growing need for microwave imaging sensors

Page 7: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

7European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

3D microwave imaging

Concealed weapon detectionBuried antipersonnel mine

imaging

What is needed to create such images in real-time?

Page 8: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

8European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Methodology Microwave transmitter illuminates the scene with EM waves

Target reflects parts of energy

Receive antenna intercepts the reflected or scattered energy

The receive system processes the echoes and reconstruct the imagery

Principles of microwave imaging

Established methods Dielectric lens or a focusing reflector with focal plane array

Synthetic aperture radar

Real aperture imaging

TxImage processor

Rx

Imagery

TxImage processor

Rx

Imagery

SAR Real aperture array

Page 9: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

9European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Challenges – 1/3

BcR

2Resolution:

Fine down-range resolution can be achieved by selecting sufficiently large operational bandwidth

Large bandwidth can be also used for target classification via waveform analysis

Page 10: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

10European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

UWB system types

DOMAIN :DOMAIN :

MODULATION :MODULATION :

RECEIVER : RECEIVER :

LinearSweep

SteppedFrequency

(Pseudo)Random

Video

Time Frequency

ComplexI/Q Mixer

Correlator• DirectSampling

• SequentialSampling

• Threshold detector

UWB System Design

[Adapted from D.J.Daniels, “Surface-penetrating radar”, IEE]

INSTANTENEOUSINSTANTENEOUSSPECTRUM :SPECTRUM :

Ultra-wide Narrow

OFDM Spread Spectrum

Wide

Frequency

Page 11: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

11European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

For this set of parameters, FMCW technology looks the most attractive one

Optimal UWB technology selection

Linear dynamic range

330nsecM-sequence

No80usecFMCW

No1.6msecSFCW

Linear dynamic range

868usecVideo impulse

Other limitationsData acquisition time

Transmission scheme

Performance comparison for a single Tx/Rx pair

depends on a particular application.

For a short range through-the-wall imaging …

Page 12: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

12European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Challenges – 2/3Resolution in the cross-range:

Inversely proportional to the operational frequency

Array aperture size should be similar to the potential target range.

Dependence of resolution on frequency Resolution vs. aperture size and target range

Page 13: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

13European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Challenges - 3/3System complexity: too large number of antenna elements within the array aperture is required

Element spacing must obey the half-wavelength rule to avoid unwanted grating lobes, which severely reduces contrast and dynamic range available for imaging

A planar 2D array requires prohibitive number of elements to achieve both high-resolution and focusing capabilities

1,200 element aperture at 7 GHz center frequency still exhibits -20 dB grating lobe level

Page 14: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

14European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Multi-static radar with distributed transmitters and receivers Compliments mono-static diversity as in SAR with multi-static diversity

Possesses the following advantages: possibility to reduce number of channels and speed-up data acquisition

Has the following consequences:

Research on optimal topology is needed to avoid high sidelobes

Multi-static imaging instead of SAR-like approach (signals over all transmit/receive pairs are processed together to form the image)

Multiple-Input Multiple-Output

Page 15: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

15European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”15

Real aperture MIMO array vs SARSA

RA

rray

+SA

R

Measurement setup

1D real aperture array combined with synthetic aperture in 1D shows the same imaging performance as 2D synthetic aperture for a point-like target

Page 16: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

16European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”16

Distributed target imaging

Both MIMO-SAR and SAR are able to reconstruct the profile of the target with details

No artifacts are visible until -25 dB

The MIMO array with 12 antennas gives better object reconstruction than SAR with 40 positions

Imaging of metallic scissor placed at 0.5 m range

SAR MIMO-SAR

Page 17: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

17European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Through-the-wall radars

Concealed weapon detection

Health care

UWB Multiple-Input Multiple-Output radar

applications

Page 18: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

18European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Through-the-wall radar

Prism 200, Handheld through-wall radar, Cambridge consultants. Courtesy Cambridge consultants

Radar Vision 2, Handheld through-wall radar, Time Domain Corp. Courtesy Time Domain Corp.

Page 19: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

19European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Probant: MIMO dual-band FMCW radar

• Continuousillumination formicro-Doppler

• 2.5GHz bandwidth• Imaging volume –

5m * 5m * 20m• 12 imaging frames

per second

Page 20: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

20European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Probant: MIMO dual-band FMCW radar

Radar resolution in down-and cross-range at different frequencybands is of about 30cm

X [m]

Y [m

]Three spheres, Low falling band

-2 -1 0 1 20

0.5

1

1.5

2

2.5

3

3.5

4

-8

-7

-6

-5

-4

-3

-2

-1

0

X [m]

Y [m

]

Three spheres, High rising band

-2 -1 0 1 20

0.5

1

1.5

2

2.5

3

3.5

4

-8

-7

-6

-5

-4

-3

-2

-1

0

(a)

(b)

Page 21: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

21European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Through-the-wall imaging

Simple 3D human body shape reconstruction is possible even through 30cm-thick reinforced concrete wall.

Page 22: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

22European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Passenger screening

Provision Body Scan, Schiphol airport

Courtesy L3 Communications

MM-wave image. Courtesy DPA

Page 23: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

23European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Aluminum foil-covered mannequin

Image is thresholded at -15dB level

ATOM: Imaging of full-size mannequin

X.Zhuge and A. Yarovoy, “A Sparse Aperture MIMO-SAR-Based UWB Imaging System for Concealed Weapon Detection,” IEEE TGRS 2011

Page 24: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

24European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

ATOM: Imaging with MIMO UWB array

X [m]

Z [m

]

Maximum Projection - image multiband

-0.2 -0.1 0 0.1 0.2-0.25

-0.2

-0.15

-0.1

-0.05

0

0.05

0.1

0.15

0.2

0.25

-15

-10

-5

0

Page 25: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

25European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

X.Zhuge, A. Yarovoy, “3-D Near-Field MIMO Array Imaging Using Range Migration Techniques,” accepted at IEEE TIP

( )2( ) ( , , ) x y zj k x k y k zzx y z x y z

kf v u k k k e dk dk dk

r 2 2 2(2 / )z x yk v k k

ATOM: Fast imaging algorithms for MIMO UWB array

Test target Conventional algorithm

Proposed algorithm

Page 26: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

26European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Microwave imaging equipment is less physically intrusive on patients and apply safe level of radiation. These techniques could assist traditional X-rays which have high doses of ionizing radiation, thus having limited usage.

Health care

Microwave breast cancer detection system

Courtesy Ian Craddock, Bristol univ.

Assist and improve

Existing screening systems

Page 27: Ultra-Wideband Radar Imaging - · PDF fileChallenge the future Delft University of Technology International Research Centre for Telecommunication and Radar Ultra-Wideband Radar Imaging

27European Microwave Week 2011 – A.Yarovoy, “UWB radar imaging”

Conclusions

• Microwave imaging is an attractive alternative to mm-wave and THz-imaging

• 3D imaging with cm-resolution can be achieved using microwaves below 30GHz

• Real-time imaging can be achieved using reasonably simple and cheap systems

• Especially attractive for sub-surface applications• Despite of availability of the first commercial products

microwave imaging is a hot research area