Estimating Shape and Micro-Motion Parameter of Rotationally Symmetric Space Objects from the Infrared Signature
Shape serves as an important additional feature for space target classification, which is complementary to those made available. Since different shapes lead to different projection functions, the projection property can be regarded as one kind of shape feature. In this work, the problem of estimatin...
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doaj-98b600da3b714a42ae2374a4c86b86372020-11-24T22:36:06ZengMDPI AGSensors1424-82202016-10-011610172210.3390/s16101722s16101722Estimating Shape and Micro-Motion Parameter of Rotationally Symmetric Space Objects from the Infrared SignatureYabei Wu0Huanzhang Lu1Fei Zhao2Zhiyong Zhang3Automatic Target Recognition Laboratory, National University of Defense Technology, Deya Road, Changsha 410073, ChinaAutomatic Target Recognition Laboratory, National University of Defense Technology, Deya Road, Changsha 410073, ChinaAutomatic Target Recognition Laboratory, National University of Defense Technology, Deya Road, Changsha 410073, ChinaAutomatic Target Recognition Laboratory, National University of Defense Technology, Deya Road, Changsha 410073, ChinaShape serves as an important additional feature for space target classification, which is complementary to those made available. Since different shapes lead to different projection functions, the projection property can be regarded as one kind of shape feature. In this work, the problem of estimating the projection function from the infrared signature of the object is addressed. We show that the projection function of any rotationally symmetric object can be approximately represented as a linear combination of some base functions. Based on this fact, the signal model of the emissivity-area product sequence is constructed, which is a particular mathematical function of the linear coefficients and micro-motion parameters. Then, the least square estimator is proposed to estimate the projection function and micro-motion parameters jointly. Experiments validate the effectiveness of the proposed method.http://www.mdpi.com/1424-8220/16/10/1722space objectsinfrared signatureprojecting featuremicro-motion |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yabei Wu Huanzhang Lu Fei Zhao Zhiyong Zhang |
spellingShingle |
Yabei Wu Huanzhang Lu Fei Zhao Zhiyong Zhang Estimating Shape and Micro-Motion Parameter of Rotationally Symmetric Space Objects from the Infrared Signature Sensors space objects infrared signature projecting feature micro-motion |
author_facet |
Yabei Wu Huanzhang Lu Fei Zhao Zhiyong Zhang |
author_sort |
Yabei Wu |
title |
Estimating Shape and Micro-Motion Parameter of Rotationally Symmetric Space Objects from the Infrared Signature |
title_short |
Estimating Shape and Micro-Motion Parameter of Rotationally Symmetric Space Objects from the Infrared Signature |
title_full |
Estimating Shape and Micro-Motion Parameter of Rotationally Symmetric Space Objects from the Infrared Signature |
title_fullStr |
Estimating Shape and Micro-Motion Parameter of Rotationally Symmetric Space Objects from the Infrared Signature |
title_full_unstemmed |
Estimating Shape and Micro-Motion Parameter of Rotationally Symmetric Space Objects from the Infrared Signature |
title_sort |
estimating shape and micro-motion parameter of rotationally symmetric space objects from the infrared signature |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2016-10-01 |
description |
Shape serves as an important additional feature for space target classification, which is complementary to those made available. Since different shapes lead to different projection functions, the projection property can be regarded as one kind of shape feature. In this work, the problem of estimating the projection function from the infrared signature of the object is addressed. We show that the projection function of any rotationally symmetric object can be approximately represented as a linear combination of some base functions. Based on this fact, the signal model of the emissivity-area product sequence is constructed, which is a particular mathematical function of the linear coefficients and micro-motion parameters. Then, the least square estimator is proposed to estimate the projection function and micro-motion parameters jointly. Experiments validate the effectiveness of the proposed method. |
topic |
space objects infrared signature projecting feature micro-motion |
url |
http://www.mdpi.com/1424-8220/16/10/1722 |
work_keys_str_mv |
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1725721350308364288 |