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AuthorWang, Junfeng
AuthorCui, Yue
AuthorHan, Guangjie
AuthorSun, Haixin
AuthorGuizani, Mohsen
Available date2022-10-29T21:09:21Z
Publication Date2021-10-01
Publication NameIEEE Transactions on Vehicular Technology
Identifierhttp://dx.doi.org/10.1109/TVT.2021.3104329
CitationWang, J., Cui, Y., Han, G., Sun, H., & Guizani, M. (2021). Improved Doppler Shift Estimation Algorithm for Down-Link Signals of Space-Based AIS. IEEE Transactions on Vehicular Technology, 70(10), 11028-11032.‏
ISSN00189545
URIhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85113243690&origin=inward
URIhttp://hdl.handle.net/10576/35577
AbstractAs an enhanced system for marine monitoring and autonomous navigation, the space-based automatic identification system (AIS) has attracted extensive attention and become a hot topic for research. However, it encounters the problem of Doppler shift stemmed from the relative motion between satellites and ships, which leads to performance degradation. To circumvent this issue, in this correspondence, we propose an improved Doppler shift estimation algorithm for down-link signals of space-based AIS, utilizing the calculation of the autocorrelation and ratio on the Rice factor. Specifically, the addressed method is robust to the non-Gaussian noise. Further, the suggested approach has low complexity compared with the existing algorithm. Finally, numerical simulations, such as the standard deviation of the estimated Doppler shift versus signal-to-noise ratio, Rice factor and non-Gaussian noise, and the complexity comparisons, are carried out to validate the theoretical analysis, and demonstrate the superior performance of the proposed estimation approach.
Languageen
PublisherInstitute of Electrical and Electronics Engineers Inc.
SubjectDoppler shift
down-link signal
Rice factor
space-based AIS
TitleImproved Doppler Shift Estimation Algorithm for Down-Link Signals of Space-Based AIS
TypeArticle
Pagination11028-11032
Issue Number10
Volume Number70
dc.accessType Abstract Only


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