radar clutter - ursi/ieee xxix convention on radio …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf ·...

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Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien Teknillinen Tutkimuslaitos Elektroniikka- ja informaatiotekniikkaosasto

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Page 1: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

Radar ClutterChallenge for Radar Signal Processing Methods

Jukka Ruoskanen

Puolustusvoimien Teknillinen TutkimuslaitosElektroniikka- ja informaatiotekniikkaosasto

Page 2: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen1

02.11.2004

Outline

• Introduction• Radar reflectivity definitions• Clutter environment• Signal processing• Measurement campaigns

– In general– Examples of recorded data

Page 3: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen2

02.11.2004

Introduction

• Targets and clutter– Terms are defined by the operational purpose of the radar

• Target detection is degraded by– Clutter– Changes in propagation of radio waves– Intentional/unintentional jamming

• In order to optimize radar signal processing methods the effects the surface and volume clutter have on radar detection capabilities have to be known

Page 4: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen3

02.11.2004

Radar reflectivity definitions

• Radar cross section (RCS), a measure of a size of a target with a given radar frequency. Depends on – polarization– material parameters – complexity (surface, overall)– Position of the target

Page 5: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen4

02.11.2004

Radar reflectivity definitions• Object with a specific radar cross section is a

point target from the viewpoint of the observing radar– Therefore it is not practical to use RCS when dealing

with surface or volume clutter• in most operational situations the radar instantaneously

illuminates the vast clutter sources in such a way, that the radar range cell (volume) or the cross section of the antenna beam is completely filled with e.g. rain or land.

• Use σ0 = backscattered RCS per illuminated area

Page 6: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen5

02.11.2004

Clutter environment

• Target detection in radar systems is based on the amplitude and phase characteristics of the return echo signal

• Doppler effect provides means for detecting a moving target in the presence of clutter whose amplitude exceeds that of the target

• Methods are MTI- (moving target indication) and Doppler processing

Page 7: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen6

02.11.2004

Clutter environment

• In case of volume clutter the backscatteredecho depends on– The depth of the scattering layer– The shapes and sizes of the scattering particles– The orientation of the scattering particles– The dielectric properties of the scattering particles– The density of particles in the air

Page 8: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen7

02.11.2004

Signal processing

Doppler processing is based on spectral analysis (FFT) of the return echoes

MTI-processing eliminates echoes from the vicinity of zero frequency in the Doppler spectrum

Page 9: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen8

02.11.2004

Measurement campaigns• Mobility is a requirement for a modern radar• If there’s an intention to utilize a radar on the ground,

extremely small and perfectly perpendicular illumination directions at various frequency bands must be considered

• The focus of experimental radar clutter measurement campaigns has been at moderate grazing angles (10°- 70°)– Very low grazing angle values have also been studied in the

past, but only for sea clutter• The most interesting results are not available and

may not be directly translated from one environmentto another

Page 10: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen9

02.11.2004

Measurement campaigns• A mobile platform causes effects on the radar

oscillator performance, which can not be reliably modeled with computer simulations

• Laboratory instruments and indoor test platforms are everyday facilities used in oscillator work. Computer simulation tools enabling circuit development and mechanical vibration analysis have been available for a couple of decades

• Despite these advances, oscillator performance evaluations continuously require extensive and well-prepared experimenting out in the field, in the particular foreseen operating environment

Page 11: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen10

02.11.2004

Measurement campaigns• In Doppler processing

technique the spreading of target and clutter echoes in frequency domain results in power leakage to the adjacent Doppler bins

– deteriorates the velocity resolution

– may prevent target detection

0 PRF/4 PRF/2Doppler frequency

Target

Clutter

Page 12: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen11

02.11.2004

Measurement campaigns- things to consider

• At mmw frequencies the atmospheric attenuation due to oxygen and water vapor is significant

• At the V-band there the numerous oxygen absorption lines merge together to form a broad absorption band

• The specific attenuation of atmospheric gases is a function of temperature, pressure and humidity of the air (ITU-R)

Page 13: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen12

02.11.2004

Measurement campaigns- things to consider

• Before the start of the clutter measurements a careful internal calibration of the measurement system was performed in laboratory conditions.

• Calibrations with – passive targets with well defined RCS – active calibration methods

at far field test range have been conducted to monitor the system status before each measurement occasion

• The far field test range calibrations allowed to determine antenna beamwidths in order to be able to calculate the illuminated area with high precision

Page 14: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

PvTT/ei-os Jukka Ruoskanen13

02.11.2004

Measurement campaigns- examples of some results

Pine forest, summertime

Refrozen snow

Backscattering of the sky at wintertime

Page 15: Radar Clutter - URSI/IEEE XXIX CONVENTION ON RADIO …ursi2004.vtt.fi/ursi2004_ruoskanen.pdf · Radar Clutter Challenge for Radar Signal Processing Methods Jukka Ruoskanen Puolustusvoimien

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02.11.2004

Thank you!Questions...?