An INS/GNSS integrated navigation in GNSS denied environment using recurrent neural network

In view of the failure of GNSS signals, this paper proposes an INS/GNSS integrated navigation method based on the recurrent neural network (RNN). This proposed method utilizes the calculation principle of INS and the memory function of the RNN to estimate the errors of the INS, thereby obtaining a c...

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Bibliographic Details
Main Authors: Hai-fa Dai, Hong-wei Bian, Rong-ying Wang, Heng Ma
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2020-04-01
Series:Defence Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214914719303058