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Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT
This paper proposes a time-frequency algorithm based on short-time fractional order Fourier transformation (STFRFT) for identification of a complicated movement targets. This algorithm, consisting of a STFRFT order-changing and quick selection method, is effective in reducing the computation load. A...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5087348/ https://www.ncbi.nlm.nih.gov/pubmed/27669265 http://dx.doi.org/10.3390/s16101559 |
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author | Pang, Cunsuo Han, Yan Hou, Huiling Liu, Shengheng Zhang, Nan |
author_facet | Pang, Cunsuo Han, Yan Hou, Huiling Liu, Shengheng Zhang, Nan |
author_sort | Pang, Cunsuo |
collection | PubMed |
description | This paper proposes a time-frequency algorithm based on short-time fractional order Fourier transformation (STFRFT) for identification of a complicated movement targets. This algorithm, consisting of a STFRFT order-changing and quick selection method, is effective in reducing the computation load. A multi-order STFRFT time-frequency algorithm is also developed that makes use of the time-frequency feature of each micro-Doppler component signal. This algorithm improves the estimation accuracy of time-frequency curve fitting through multi-order matching. Finally, experiment data were used to demonstrate STFRFT’s performance in micro-Doppler time-frequency analysis. The results validated the higher estimate accuracy of the proposed algorithm. It may be applied to an LFM (Linear frequency modulated) pulse radar, SAR (Synthetic aperture radar), or ISAR (Inverse synthetic aperture radar), for improving the probability of target recognition. |
format | Online Article Text |
id | pubmed-5087348 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-50873482016-11-07 Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT Pang, Cunsuo Han, Yan Hou, Huiling Liu, Shengheng Zhang, Nan Sensors (Basel) Article This paper proposes a time-frequency algorithm based on short-time fractional order Fourier transformation (STFRFT) for identification of a complicated movement targets. This algorithm, consisting of a STFRFT order-changing and quick selection method, is effective in reducing the computation load. A multi-order STFRFT time-frequency algorithm is also developed that makes use of the time-frequency feature of each micro-Doppler component signal. This algorithm improves the estimation accuracy of time-frequency curve fitting through multi-order matching. Finally, experiment data were used to demonstrate STFRFT’s performance in micro-Doppler time-frequency analysis. The results validated the higher estimate accuracy of the proposed algorithm. It may be applied to an LFM (Linear frequency modulated) pulse radar, SAR (Synthetic aperture radar), or ISAR (Inverse synthetic aperture radar), for improving the probability of target recognition. MDPI 2016-09-24 /pmc/articles/PMC5087348/ /pubmed/27669265 http://dx.doi.org/10.3390/s16101559 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pang, Cunsuo Han, Yan Hou, Huiling Liu, Shengheng Zhang, Nan Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT |
title | Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT |
title_full | Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT |
title_fullStr | Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT |
title_full_unstemmed | Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT |
title_short | Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT |
title_sort | micro-doppler signal time-frequency algorithm based on stfrft |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5087348/ https://www.ncbi.nlm.nih.gov/pubmed/27669265 http://dx.doi.org/10.3390/s16101559 |
work_keys_str_mv | AT pangcunsuo microdopplersignaltimefrequencyalgorithmbasedonstfrft AT hanyan microdopplersignaltimefrequencyalgorithmbasedonstfrft AT houhuiling microdopplersignaltimefrequencyalgorithmbasedonstfrft AT liushengheng microdopplersignaltimefrequencyalgorithmbasedonstfrft AT zhangnan microdopplersignaltimefrequencyalgorithmbasedonstfrft |