An Improved Calibration Method for the IMU Biases Utilizing KF-Based AdaGrad Algorithm

In the field of high accuracy strapdown inertial navigation system (SINS), the inertial measurement unit (IMU) biases can severely affect the navigation accuracy. Traditionally we use Kalman filter (KF) to estimate those biases. However, KF is an unbiased estimation method based on the assumption of...

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Bibliographic Details
Main Authors: Zeyang Wen, Gongliu Yang, Qingzhong Cai
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/15/5055