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An Adaptive Adjustment Algorithm for Scattering Units of GNSS Ocean Reflected Signals

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The Global Navigation Satellite System (GNSS) reflected signals change with the physical characteristics of the reflected surface, which are different from GNSS signals. Therefore, the reflected signals are suitable in remote sensing field. The simulation of GNSS reflected signals is a branch of GNSS Reflectometry (GNSS-R). In most of the previous studies, the scattering area is solidified and equally spaced and the amount of calculation will increase. In this paper, the influence of different scene configurations on the size of the scattering unit is analyzed, and an adaptive adjustment algorithm for the scattering unit is proposed by using RBF neural network model, which can adjust adaptively according to the scene configuration parameters. The proposed algorithm meets the requirements in accuracy and takes only 0.09 of the theoretical model time. On the basis of ensuring the simulation accuracy of the model, the calculation efficiency is greatly improved.

源语言英语
主期刊名Proceedings of 2020 IEEE 9th Data Driven Control and Learning Systems Conference, DDCLS 2020
编辑Mingxuan Sun, Huaguang Zhang
出版商Institute of Electrical and Electronics Engineers Inc.
714-718
页数5
ISBN(电子版)9781728159225
DOI
出版状态已出版 - 20 11月 2020
活动9th IEEE Data Driven Control and Learning Systems Conference, DDCLS 2020 - Liuzhou, 中国
期限: 20 11月 202022 11月 2020

出版系列

姓名Proceedings of 2020 IEEE 9th Data Driven Control and Learning Systems Conference, DDCLS 2020

会议

会议9th IEEE Data Driven Control and Learning Systems Conference, DDCLS 2020
国家/地区中国
Liuzhou
时期20/11/2022/11/20

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