ROV State Estimation Using Mixture of Gaussian Based on Expectation-Maximization Cubature Particle Filter

The underwater motion of the ROV is affected by various environmental factors, such as wind, waves, and currents. The complex relationship between these disturbance variables results in non-Gaussian noise distribution, which cannot be handled by the classical Kalman filter. For the accurate and real...

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Bibliographic Details
Main Authors: Biao Wang, Chunhao Chen, Zhe Jiang, Yu Zhao
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/10/5885