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Genetic Algorithm-Particle Swarm Optimization algorithm based Compass Initial Alignment of Strapdown Inertial Navigation System

2018 IEEE CSAA Guidance, Navigation and Control Conference (CGNCC), 2018
The rapidity and accuracy of the initial alignment influence the performance of the Strapdown Inertial Navigation System (SINS), compass alignment is one of the most important methods for initial alignment. The selection of the parameters of the compass alignment loop directly affects the result of alignment. Nevertheless, the optimal parameters of the
Jiang Peng-fei, Xu Jiang-ning, Zhu Bing
exaly   +2 more sources

Robust self-corrective initial alignment algorithm for strap-down INS

2015 10th Asian Control Conference (ASCC), 2015
This paper presents a novel robust method of self-corrective Initial Alignment of a stationary SINS1 with respect to local-level frame (NED-frame) depending only on the output of a strap-down IMU2. The proposed method provides a superior performance compared to traditionally-known self-corrective initial alignment methods. The main contribution of this
Ibrahim Chouaib   +2 more
openaire   +1 more source

Research on the Algorithm of Initial Alignment for New Generation Air-to-air Missile

2020 Chinese Control And Decision Conference (CCDC), 2020
As one of the main weapons of the fourth generation fighter, the new generation air to air missile has the characteristics of close combat and over sight air interception, which determines that the transfer alignment of the missile borne moving base must be full of rapidity and high precision. In view of this, the mainly research content of this report
Min Feng   +5 more
openaire   +1 more source

Study on Attitude Algorithm for Initial Alignment of SINS on Dynamic base

2006 International Conference on Mechatronics and Automation, 2006
In this paper, an improved attitude algorithm of SINS's alignment is presented due to the disturbances of the ships under wind and wave. The author proposes the attitude algorithm module of alignment on dynamic base and analyzes sufficiently the function of the algorithm.
Lin Zhao, Qi Nie, Linlin Xia
openaire   +1 more source

A novel initial alignment algorithm based on the interacting multiple model and the Huber methods

2016 IEEE/ION Position, Location and Navigation Symposium (PLANS), 2016
Initial alignment is one of the key technologies in Strapdown inertial navigation system (SINS). It is divided into coarse alignment and fine alignment. The conventional method of fine alignment is to adopt Kalman filtering and uses single filter to estimate system states. In Kalman filtering, it is known that system model should be matched with actual
Wei Gao   +4 more
openaire   +1 more source

Initial Alignment Algorithm Study Based on Rotating Modulation and Kalman Filtering

Applied Mechanics and Materials, 2014
Kalman filtering is used to restrain the influence of environmental disturbance to the initial alignment precision. Meanwhile, rotating modulation is utilized to reduce the influence of peg-top excursion and accelerometer zero deflection. The theoretical analysis and test data demonstrate that the proposed algorithm can improve the alignment precision ...
Zhi Wei Zhang, Hua Dong Sun
openaire   +1 more source

Application of a new Adaptive Kalman Filitering algorithm in initial alignment of INS

2011 IEEE International Conference on Mechatronics and Automation, 2011
In order to prevent the filtering divergence and improve real — time of the system, Proposing a new type of sage-husa — based adaptive filtering algorithm on initial alignment method of inertial. The regular kalman filter algorithm suitable for using in noise statistical characteristics known circumstances, but most of the noise statistical ...
Feng Sun, HongQi Zhang
openaire   +1 more source

The application of robust adaptive cubature particle filter algorithm in initial alignment of SINS

2016 IEEE International Conference on Mechatronics and Automation, 2016
The initial alignment error model of strap-down inertial navigation system is nonlinear under large azimuth misalignment angle condition, and it could be processed by the particle filter algorithm. In order to solve the problem that importance density function of the particle filter is difficult to select, a new robust adaptive cubature particle filter
Fengyang Chi, Wei Gao
openaire   +1 more source

An In-Motion Initial Alignment Algorithm for SINS Using Adaptive Lie Group Filter

2018 37th Chinese Control Conference (CCC), 2018
In this paper, an in-motion initial alignment algorithm based on Lie group is proposed, which effectively solves the non-uniqueness of the unit-quaternion attitude description and the nonlinear problem when using unit-quaternion for state estimation. The algorithm divides the attitude matrix into three successive special orthogonal matrices according ...
Hao Xu, Fujun Pei, Ning Jiang
openaire   +1 more source

Multiple Iterative Kalman Filter SINS Initial Alignment Algorithm

Proceedings of the 2021 5th International Conference on Electronic Information Technology and Computer Engineering, 2021
Wence Shi   +5 more
openaire   +1 more source

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