Ultrawideband inverse scattering method for resonance region target recognition: Application to small-scale airplane targets with measured data
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Date
2015
Authors
Mustafa Seçmen
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Publisher
Institute of Electrical and Electronics Engineers Inc.
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Abstract
This paper develops an inverse scattering method to determine the characteristics of resonance region targets by using ultrawideband scattering signals. The method mainly uses multiple time-domain signals for each target and they are processed to give feature vectors in frequency domain. These vectors contain target-specific information related with characteristics (dimensions of substructures material properties etc.) of the known targets. The target recognition is employed by using test (unknown) target's scattering signal. This time-domain signal is processed in an inverse way to get a frequency-domain test vector. Then the characteristics of test target are assigned as these of one of the known targets with a basic template-matching approach between test vector and feature vectors of these targets. The method is demonstrated for three realistic small-scale airplane. For an ultrawideband system of 0.7-18 GHz more than 85 percent accuracy has been obtained even under moderate signal-to-noise (SNR) ratio of about 10 dB. © 2015 Elsevier B.V. All rights reserved.
Description
Keywords
Inverse Scattering, Radar Signal Processing, Resonance Region, Ultrawideband, Frequency Domain Analysis, Inverse Problems, Radar Signal Processing, Resonance, Signal Processing, Signal To Noise Ratio, Template Matching, Ultra-wideband (uwb), Vectors, Inverse Scattering, Inverse Scattering Methods, Resonance Region, Specific Information, Target Recognition, Target's Scattering, Ultra Wide Band Systems, Ultrawideband Scattering, Time Domain Analysis, Frequency domain analysis, Inverse problems, Radar signal processing, Resonance, Signal processing, Signal to noise ratio, Template matching, Ultra-wideband (UWB), Vectors, Inverse scattering, Inverse scattering methods, Resonance region, Specific information, Target recognition, Target's scattering, Ultra wide band systems, Ultrawideband scattering, Time domain analysis, Inverse Scattering, Resonance Region, Radar Signal Processing, Ultrawideband
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Source
9th European Conference on Antennas and Propagation EuCAP 2015
