The effect of clutter on the automatic target classification accuracy in FSR

N. E Abd Rashid; Peter Jancovic; M. Gashinova; M. Cherniakov; Vladimir Sizov

doi:10.1109/RADAR.2010.5494552

The effect of clutter on the automatic target classification accuracy in FSR

N. E Abd Rashid, Peter Jancovic, M. Gashinova, M. Cherniakov, Vladimir Sizov

Electronic, Electrical and Systems Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

12 Citations (Scopus)

Abstract

The clutter influence on the automatic target classification (ATC) accuracy in forward scattering radar (FSR) is presented. To study the ATC at various signal-to-clutter ratios (SCR), a simulated vegetation clutter is artificially added to the real clutter-free targets recorded signals. It is shown that using conventional clutter-uncompensated ATC system can achieve high target classification accuracy at high SCR only, but the accuracy drops significantly with SCR decreasing. The employment of clutter-compensated ATC system is shown to improve significantly the classification accuracy at low SCR.

Original language	English
Title of host publication	IEEE National Radar Conference - Proceedings
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	596-602
Number of pages	7
ISBN (Print)	9781424458127
DOIs	https://doi.org/10.1109/RADAR.2010.5494552
Publication status	Published - 2010
Event	IEEE International Radar Conference 2010, RADAR 2010 - Washington DC, United States Duration: 10 May 2010 → 14 May 2010

Conference

Conference	IEEE International Radar Conference 2010, RADAR 2010
Country/Territory	United States
City	Washington DC
Period	10/05/10 → 14/05/10

ASJC Scopus subject areas

Electrical and Electronic Engineering

Access to Document

10.1109/RADAR.2010.5494552

12 Citations
1 Paper

The Effect of Clutter on the Automatic Target Classification Accuracy in FSR
Abd Rashid, N. E., Jancovic, P., Gashinova, M., Cherniakov, M. & Sizov, V., May 2010.
Research output: Contribution to conference (unpublished) › Paper › peer-review

Cite this

@inproceedings{cbfa708ca3354e7cacd2c5ad2ffa330e,

title = "The effect of clutter on the automatic target classification accuracy in FSR",

abstract = "The clutter influence on the automatic target classification (ATC) accuracy in forward scattering radar (FSR) is presented. To study the ATC at various signal-to-clutter ratios (SCR), a simulated vegetation clutter is artificially added to the real clutter-free targets recorded signals. It is shown that using conventional clutter-uncompensated ATC system can achieve high target classification accuracy at high SCR only, but the accuracy drops significantly with SCR decreasing. The employment of clutter-compensated ATC system is shown to improve significantly the classification accuracy at low SCR.",

author = "Rashid, {N. E Abd} and Peter Jancovic and M. Gashinova and M. Cherniakov and Vladimir Sizov",

year = "2010",

doi = "10.1109/RADAR.2010.5494552",

language = "English",

isbn = "9781424458127",

pages = "596--602",

booktitle = "IEEE National Radar Conference - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

note = "IEEE International Radar Conference 2010, RADAR 2010 ; Conference date: 10-05-2010 Through 14-05-2010",

}

Rashid, NEA, Jancovic, P , Gashinova, M , Cherniakov, M & Sizov, V 2010, The effect of clutter on the automatic target classification accuracy in FSR. in IEEE National Radar Conference - Proceedings., 5494552, Institute of Electrical and Electronics Engineers (IEEE), pp. 596-602, IEEE International Radar Conference 2010, RADAR 2010, Washington DC, United States, 10/05/10. https://doi.org/10.1109/RADAR.2010.5494552

TY - GEN

T1 - The effect of clutter on the automatic target classification accuracy in FSR

AU - Rashid, N. E Abd

AU - Jancovic, Peter

AU - Gashinova, M.

AU - Cherniakov, M.

AU - Sizov, Vladimir

PY - 2010

Y1 - 2010

N2 - The clutter influence on the automatic target classification (ATC) accuracy in forward scattering radar (FSR) is presented. To study the ATC at various signal-to-clutter ratios (SCR), a simulated vegetation clutter is artificially added to the real clutter-free targets recorded signals. It is shown that using conventional clutter-uncompensated ATC system can achieve high target classification accuracy at high SCR only, but the accuracy drops significantly with SCR decreasing. The employment of clutter-compensated ATC system is shown to improve significantly the classification accuracy at low SCR.

AB - The clutter influence on the automatic target classification (ATC) accuracy in forward scattering radar (FSR) is presented. To study the ATC at various signal-to-clutter ratios (SCR), a simulated vegetation clutter is artificially added to the real clutter-free targets recorded signals. It is shown that using conventional clutter-uncompensated ATC system can achieve high target classification accuracy at high SCR only, but the accuracy drops significantly with SCR decreasing. The employment of clutter-compensated ATC system is shown to improve significantly the classification accuracy at low SCR.

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U2 - 10.1109/RADAR.2010.5494552

DO - 10.1109/RADAR.2010.5494552

M3 - Conference contribution

AN - SCOPUS:77954891090

SN - 9781424458127

SP - 596

EP - 602

BT - IEEE National Radar Conference - Proceedings

PB - Institute of Electrical and Electronics Engineers (IEEE)

T2 - IEEE International Radar Conference 2010, RADAR 2010

Y2 - 10 May 2010 through 14 May 2010

ER -

The effect of clutter on the automatic target classification accuracy in FSR

Abstract

Conference

ASJC Scopus subject areas

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Research output

The Effect of Clutter on the Automatic Target Classification Accuracy in FSR

Cite this