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Using cross correlation to estimate Doppler frequency
- Source :
- Advances in Space Research. 65:1772-1780
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- Doppler frequency estimation with high accuracy is very important for precise orbit determination and scientific studies in deep space exploration. In this paper, we propose a new method which implements cross correlation of only received signals from one single station to estimate Doppler frequency. The algorithm is relatively simple and it can achieve high accuracy even when signal to noise ratio (SNR) is very low. Moreover, the accuracy can be further improved by implementing frequency compensation, especially when the frequency dynamic range is high. Simulations were performed and results proved the validity of this method. X-band observations on MEX (Mars Express) and Juno were performed by a 13 m telescope of Wuhan University, which was equipped by two back ends, i.e. CDAS (Chinese Data Acquisition System) and RSR (Radio Science Receiver). Raw data recorded by the CDAS were processed by using the proposed method, and the estimated frequencies were in good agreement with the real time frequency estimation values by the RSR. What’s more, the accuracy by using cross correlation was higher than the one of RSR.
- Subjects :
- Atmospheric Science
010504 meteorology & atmospheric sciences
Cross-correlation
Computer science
Dynamic range
Aerospace Engineering
Astronomy and Astrophysics
01 natural sciences
Time–frequency analysis
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Geophysics
Signal-to-noise ratio
Data acquisition
Deep space exploration
Space and Planetary Science
0103 physical sciences
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General Earth and Planetary Sciences
010303 astronomy & astrophysics
Doppler effect
Algorithm
0105 earth and related environmental sciences
Radio Science
Subjects
Details
- ISSN :
- 02731177
- Volume :
- 65
- Database :
- OpenAIRE
- Journal :
- Advances in Space Research
- Accession number :
- edsair.doi...........8657e435e5bc6dd6a698ca7baa0c080f
- Full Text :
- https://doi.org/10.1016/j.asr.2020.01.007