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Remote Sens. 2017, 9(7), 643; doi:10.3390/rs9070643

On-Ground Retracking to Correct Distorted Waveform in Spaceborne Global Navigation Satellite System-Reflectometry

1
School of Electronic and Information Engineering, Beihang University, Beijing 100191, China
2
Earth Observation Researth Group, Institu d’Estudis Espacials de Catalunya (ICE-CSIC/IEEC), 08191 Barcelona, Spain
*
Author to whom correspondence should be addressed.
Academic Editor: Xiaofeng Li
Received: 7 May 2017 / Revised: 10 June 2017 / Accepted: 17 June 2017 / Published: 22 June 2017
(This article belongs to the Section Ocean Remote Sensing)
View Full-Text   |   Download PDF [1506 KB, uploaded 13 July 2017]   |  

Abstract

Spaceborne Global Navigation Satellite System-Reflectometry (GNSS-R) has been the research focus of Earth observation because of its unique advantages; however, there are still many challenges to be resolved. The reduction of the impact of the satellite motion on the GNSS-R waveform is the one of key technologies for spaceborne GNSS-R. The proposed delay retracking methods in existing literatures require too many instrument resources and too much priori information to refresh correlation window on each coherent integration time period. This paper aims to propose an on-ground alternative in which less frequency tracking refresh on board is needed. The model of dynamic delay waveform, which is expressed as the convolution of the pure waveform and the point spread function, are described. Based on this, the new methodology, which utilizes the least squares fitting to make the residual error between the dynamic model and measured waveform minimum, is employed to reconstruct the pure waveform. The validity of proposed method is verified using UK-DMC, UK-TDS-1 and simulated data. Moreover, the performances of sea surface height and wind speed retrieval using retracked and non-retracked waveforms are compared. The results show that (1) the MSEs between aligned and retracked waveform reduce to 0.026 and 0.044 from 0.110 and 0.156 between aligned and non-retracked waveform with the TRP of 1 s and 3 s for UK-DMC data, and for UK-TDS-1 data, the MSEs decrease from 161.02 and 227.34 to 70.10 and 61.80; (2) the standard deviation of sea surface height using retracked waveform is lower 5 times than the one using non-retracked waveform; (3) the retracked waveform could lead to a better measurement performance in wind speed retrieval. Finally, the relationship between the performance of retracking and Signal-to-Noise Ratio (SNR) is analyzed. The results show that when the SNR of the waveform is lower than 3 dB, the retrieval accuracies rapidly become worse. View Full-Text
Keywords: delay waveform; retracking; spaceborne; Global Navigation Satellite System-Reflectometry (GNSS-R) delay waveform; retracking; spaceborne; Global Navigation Satellite System-Reflectometry (GNSS-R)
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This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. (CC BY 4.0).

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Wang, F.; Yang, D.; Li, W.; Yang, W. On-Ground Retracking to Correct Distorted Waveform in Spaceborne Global Navigation Satellite System-Reflectometry. Remote Sens. 2017, 9, 643.

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