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On designing consistent extended Kalman filter
- Source :
- Journal of Systems Science and Complexity. 30:751-764
- Publication Year :
- 2017
- Publisher :
- Springer Science and Business Media LLC, 2017.
-
Abstract
- This paper studies the consistency of the extended Kalman filter (EKF) for a kind of nonlinear systems. Based on the EKF algorithm, the authors propose the quasi-consistent EKF (QCEKF) as well as the tuning law for its parameters. The quasi-consistency of the proposed algorithm is proved. Finally, the feasibility of the algorithm is illustrated by the numerical simulation on an orbit determination example.
- Subjects :
- 0209 industrial biotechnology
Computer simulation
02 engineering and technology
Invariant extended Kalman filter
Computer Science::Other
Computer Science::Robotics
Nonlinear system
Extended Kalman filter
020901 industrial engineering & automation
Computer Science::Systems and Control
Consistency (statistics)
Control theory
0202 electrical engineering, electronic engineering, information engineering
Computer Science (miscellaneous)
020201 artificial intelligence & image processing
Fast Kalman filter
Unscented transform
Orbit determination
Information Systems
Mathematics
Subjects
Details
- ISSN :
- 15597067 and 10096124
- Volume :
- 30
- Database :
- OpenAIRE
- Journal :
- Journal of Systems Science and Complexity
- Accession number :
- edsair.doi...........4709246b0ea48971a9bdb6a05ac237de