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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Main Authors: Yabei Wu, Huanzhang Lu, Fei Zhao, Zhiyong Zhang
Format: Article
Language:English
Published: MDPI AG 2016-10-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/16/10/1722
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spelling 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 AT yabeiwu estimatingshapeandmicromotionparameterofrotationallysymmetricspaceobjectsfromtheinfraredsignature
AT huanzhanglu estimatingshapeandmicromotionparameterofrotationallysymmetricspaceobjectsfromtheinfraredsignature
AT feizhao estimatingshapeandmicromotionparameterofrotationallysymmetricspaceobjectsfromtheinfraredsignature
AT zhiyongzhang estimatingshapeandmicromotionparameterofrotationallysymmetricspaceobjectsfromtheinfraredsignature
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