adaptive Kalman filters;
adaptive signal processing;
inertial navigation;
optical sensors;
random noise;
signal processing;
ATTITUDE;
SHIP;
ANGLE;
MODEL;
D O I:
10.1049/sil2.12122
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
In order to establish a unified spatial reference for the whole ship, inertial matching measurement of hull deformation is widely used because of its continuity and concealment. However, the vibration-shock signal of shipborne equipment often brings short-time output disturbance to the user-side fibre gyroscope unit (FGU), and the disturbance will bring great challenges to the accuracy and convergence of inertial matching measurement. To solve these problems, the authors put forward a new algorithm named as attitude quaternion matching method-improved double factor adaptive Kalman filter-parameter adaptive Kalman filter (AQM-IDFAKF-PAKF). (1) The AQM established the FGU attitude as observation to build the basic model for hull deformation inertial matching method. (2) The authors introduced IDFAKF to track the trend of dynamic hull deformation in vibration interference by using historical data. (3) After judging the anti-vibration-shock calculation stop node, PAKF was utilised to adaptively adjust the parameters of hull deformation matching after vibration-shock, so as to quickly calculate the static hull deformation angle after shock interference. Numerical simulation results illustrated that the AQM-IDFAKF-PAKF can quickly converge the calculation of hull deformation angle with a small steady-state error under the condition of vibration-shock signal interference.
机构:
State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, ShanghaiState Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai
Xiong Y.
Li S.
论文数: 0引用数: 0
h-index: 0
机构:
State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, ShanghaiState Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai
Li S.
Wu G.
论文数: 0引用数: 0
h-index: 0
机构:
State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, ShanghaiState Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai
Wu G.
Peng Z.
论文数: 0引用数: 0
h-index: 0
机构:
State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, ShanghaiState Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai
Peng Z.
Ma L.
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Satellite Equipment Research Institute, ShanghaiState Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai
Ma L.
Meng G.
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h-index: 0
机构:
State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, ShanghaiState Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai
机构:
Chinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R ChinaChinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R China
Luo, Jun
Xu, Peng
论文数: 0引用数: 0
h-index: 0
机构:
China Jiuquan Satellite Launch Ctr, Jiuquan 735400, Peoples R ChinaChinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R China
Xu, Peng
Pan, Nian
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R ChinaChinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R China
Pan, Nian
Jiang, Ping
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R ChinaChinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R China
Jiang, Ping
Li, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R China
Li, Xin
Zhang, Haiqing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R ChinaChinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan, Peoples R China
机构:
Univ Ljubljana, Fac Mech Engn, Lab Measurements Proc Engn, Ljubljana 1000, SloveniaUniv Ljubljana, Fac Mech Engn, Lab Measurements Proc Engn, Ljubljana 1000, Slovenia
Svete, A.
Amer, E.
论文数: 0引用数: 0
h-index: 0
机构:
RISE Res Inst Sweden, Measurement Sci & Technol, S-50462 Boras, SwedenUniv Ljubljana, Fac Mech Engn, Lab Measurements Proc Engn, Ljubljana 1000, Slovenia
Amer, E.
Jonsson, G.
论文数: 0引用数: 0
h-index: 0
机构:
RISE Res Inst Sweden, Measurement Sci & Technol, S-50462 Boras, SwedenUniv Ljubljana, Fac Mech Engn, Lab Measurements Proc Engn, Ljubljana 1000, Slovenia
Jonsson, G.
论文数: 引用数:
h-index:
机构:
Kutin, J.
Arrhen, F.
论文数: 0引用数: 0
h-index: 0
机构:
RISE Res Inst Sweden, Measurement Sci & Technol, S-50462 Boras, SwedenUniv Ljubljana, Fac Mech Engn, Lab Measurements Proc Engn, Ljubljana 1000, Slovenia