Performance Analysis of a Deep Simple Recurrent Unit Recurrent Neural Network (SRU-RNN) in MEMS Gyroscope De-Noising

Performance Analysis of a Deep Simple Recurrent Unit Recurrent Neural Network (SRU-RNN) in MEMS Gyroscope De-Noising

Microelectromechanical System (MEMS) Inertial Measurement Unit (IMU) is popular in the community for constructing a navigation system, due to its small size and low power consumption. However, limited by the manufacturing technology, MEMS IMU experiences more complicated noises and errors. Thus, noi...

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Bibliographic Details
Main Authors: Changhui Jiang, Shuai Chen, Yuwei Chen, Yuming Bo, Lin Han, Jun Guo, Ziyi Feng, Hui Zhou
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Sensors
Subjects:
microelectromechanical systems
inertial measurement unit
simple recurrent unit
deep learning
Online Access:https://www.mdpi.com/1424-8220/18/12/4471

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