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Estimation of Full Strap-down Rotating Bomb Guidance Information Based on Unscented Kalman Filter
- Source :
- Xibei Gongye Daxue Xuebao, Vol 38, Iss 3, Pp 604-609 (2020)
- Publication Year :
- 2020
- Publisher :
- The Northwestern Polytechnical University, 2020.
-
Abstract
- In this paper, the full strap-down seeker of rotating bomb is taken as the research object, and the method of extracting the LOS (line-of-sight) angle and angular rate of the full strap-down seeker of the rotating bomb is studied. The structure of the full strap-down seeker is quite different from that of the conventional rate gyro seeker. The measurement system of full strap-down seeker is fixed to the missile, the seeker can only obtain the measurement information in the projectile coordinate system, and the measurement information is coupled with the body posture information, so it cannot be directly used for the control guidance of the rotating projectile. First, based on the conversion relationship between coordinate systems, the mathematical model of the inertial LOS angle of the rotating bomb is established, and the mathematical model of the extraction of the inertial LOS angle and angular rate of the rotating bomb is further established. Then, the Kalman filter is designed by using the unscented Kalman filter method (UKF), and the extracted LOS angle containing noise information is filtered. Finally, the mathematical simulation is carried out to verify the validity of the mathematical model of LOS angle and angular rate extraction. Compared with the Extended Kalman filter method (EKF), the UKF has a higher accuracy for estimating the navigation information of the full strap-down rotating projectile.
- Subjects :
- 0209 industrial biotechnology
Inertial frame of reference
Computer science
Projectile
Noise (signal processing)
Coordinate system
General Engineering
Rate gyro
inertial los angle
TL1-4050
02 engineering and technology
Kalman filter
simulation
Extended Kalman filter
full strap-down seeker
020901 industrial engineering & automation
Missile
rotating bomb
Control theory
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
kalman filter
Motor vehicles. Aeronautics. Astronautics
Subjects
Details
- Language :
- Chinese
- ISSN :
- 26097125 and 10002758
- Volume :
- 38
- Issue :
- 3
- Database :
- OpenAIRE
- Journal :
- Xibei Gongye Daxue Xuebao
- Accession number :
- edsair.doi.dedup.....b778aa86be6c9714b588460a967d4ea8