Modulation Model of High Frequency Band Radar Backscatter by the Internal Wave Based on the Third-Order Statistics

Modulation model of radar backscatters is an important topic in the remote sensing of oceanic internal wave by synthetic aperture radar (SAR). Previous studies related with the modulation models were analyzed mainly based on the hypothesis that ocean surface waves are Gaussian distributed. However,...

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Main Authors: Pengzhen Chen, Lei Liu, Xiaoqing Wang, Jinsong Chong, Xin Zhang, Xiangzhen Yu
Format: Article
Language:English
Published: MDPI AG 2017-05-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/9/5/501
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spelling doaj-b4d1779110564ffc8f3c2d3c40c24ad92020-11-24T22:32:39ZengMDPI AGRemote Sensing2072-42922017-05-019550110.3390/rs9050501rs9050501Modulation Model of High Frequency Band Radar Backscatter by the Internal Wave Based on the Third-Order StatisticsPengzhen Chen0Lei Liu1Xiaoqing Wang2Jinsong Chong3Xin Zhang4Xiangzhen Yu5National Key Laboratory of Science and Technology on Microwave Imaging, Beijing 100190, ChinaInstitute of Spacecraft System Engineering, China Academy of Space Technology, Beijing 100094, ChinaInstitute of Microelectronics of Chinese Academy of Sciences, Beijing 100029, ChinaNational Key Laboratory of Science and Technology on Microwave Imaging, Beijing 100190, ChinaNational Key Laboratory of Science and Technology on Microwave Imaging, Beijing 100190, ChinaShanghai Radio Equipment Institute, Shanghai 200090, ChinaModulation model of radar backscatters is an important topic in the remote sensing of oceanic internal wave by synthetic aperture radar (SAR). Previous studies related with the modulation models were analyzed mainly based on the hypothesis that ocean surface waves are Gaussian distributed. However, this is not always true for the complicated ocean environment. Research has showed that the measurements are usually larger than the values predicted by modulation models for the high frequency radars (X-band and above). In this paper, a new modulation model was proposed which takes the third-order statistics of the ocean surface into account. It takes the situation into consideration that the surface waves are Non-Gaussian distributed under some conditions. The model can explain the discrepancy between the measurements and the values calculated by the traditional models in theory. Furthermore, it can accurately predict the modulation for the higher frequency band. The model was verified by the experimental measurements recorded in a wind wave tank. Further discussion was made about applicability of this model that it performs better in the prediction of radar backscatter modulation compared with the traditional modulation model for the high frequency band radar or under lager wind speeds.http://www.mdpi.com/2072-4292/9/5/501radar backscattermodulation modelinternal wavethird-order statisticshigh frequency band radar
collection DOAJ
language English
format Article
sources DOAJ
author Pengzhen Chen
Lei Liu
Xiaoqing Wang
Jinsong Chong
Xin Zhang
Xiangzhen Yu
spellingShingle Pengzhen Chen
Lei Liu
Xiaoqing Wang
Jinsong Chong
Xin Zhang
Xiangzhen Yu
Modulation Model of High Frequency Band Radar Backscatter by the Internal Wave Based on the Third-Order Statistics
Remote Sensing
radar backscatter
modulation model
internal wave
third-order statistics
high frequency band radar
author_facet Pengzhen Chen
Lei Liu
Xiaoqing Wang
Jinsong Chong
Xin Zhang
Xiangzhen Yu
author_sort Pengzhen Chen
title Modulation Model of High Frequency Band Radar Backscatter by the Internal Wave Based on the Third-Order Statistics
title_short Modulation Model of High Frequency Band Radar Backscatter by the Internal Wave Based on the Third-Order Statistics
title_full Modulation Model of High Frequency Band Radar Backscatter by the Internal Wave Based on the Third-Order Statistics
title_fullStr Modulation Model of High Frequency Band Radar Backscatter by the Internal Wave Based on the Third-Order Statistics
title_full_unstemmed Modulation Model of High Frequency Band Radar Backscatter by the Internal Wave Based on the Third-Order Statistics
title_sort modulation model of high frequency band radar backscatter by the internal wave based on the third-order statistics
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2017-05-01
description Modulation model of radar backscatters is an important topic in the remote sensing of oceanic internal wave by synthetic aperture radar (SAR). Previous studies related with the modulation models were analyzed mainly based on the hypothesis that ocean surface waves are Gaussian distributed. However, this is not always true for the complicated ocean environment. Research has showed that the measurements are usually larger than the values predicted by modulation models for the high frequency radars (X-band and above). In this paper, a new modulation model was proposed which takes the third-order statistics of the ocean surface into account. It takes the situation into consideration that the surface waves are Non-Gaussian distributed under some conditions. The model can explain the discrepancy between the measurements and the values calculated by the traditional models in theory. Furthermore, it can accurately predict the modulation for the higher frequency band. The model was verified by the experimental measurements recorded in a wind wave tank. Further discussion was made about applicability of this model that it performs better in the prediction of radar backscatter modulation compared with the traditional modulation model for the high frequency band radar or under lager wind speeds.
topic radar backscatter
modulation model
internal wave
third-order statistics
high frequency band radar
url http://www.mdpi.com/2072-4292/9/5/501
work_keys_str_mv AT pengzhenchen modulationmodelofhighfrequencybandradarbackscatterbytheinternalwavebasedonthethirdorderstatistics
AT leiliu modulationmodelofhighfrequencybandradarbackscatterbytheinternalwavebasedonthethirdorderstatistics
AT xiaoqingwang modulationmodelofhighfrequencybandradarbackscatterbytheinternalwavebasedonthethirdorderstatistics
AT jinsongchong modulationmodelofhighfrequencybandradarbackscatterbytheinternalwavebasedonthethirdorderstatistics
AT xinzhang modulationmodelofhighfrequencybandradarbackscatterbytheinternalwavebasedonthethirdorderstatistics
AT xiangzhenyu modulationmodelofhighfrequencybandradarbackscatterbytheinternalwavebasedonthethirdorderstatistics
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