中国惯性技术学报 ›› 2019, Vol. 27 ›› Issue (1): 1-7.doi: 10.13695/j.cnki.12-1222/o3.2019.01.001

• •    下一篇

一种基于惯性测量与自适应滤波的舰船升沉计算方法

刘锡祥, 黄 荣, 王启明, 汪宋兵   

  1. 东南大学 仪器科学与工程学院
  • 出版日期:2019-01-16 发布日期:2019-02-15

A calculation method for ship heave motion based on inertial measurement and adaptive filter

LIU Xixiang, HUANG Rong, WANG Qiming, WANG Songbing   

  1. Key Laboratory of Micro-Inertial Instrument and Advanced Navigation Technology of Ministry of Education, Southeast University
  • Online:2019-01-16 Published:2019-02-15

摘要: 针对舰船作业过程中升沉运动精确测量的应用需求,提出了基于惯性导航系统的升沉运动测量方案。针对海况变化条件下,传统固定滤波参数数字滤波器自适应性不足,以及存在相位偏移和幅值误差等问题,提出了一种结合互补方法的自适应数字高通滤波器。该滤波器基于先验知识与实时海况监测结果,可自适应调整滤波器参数。首先通过一滑动监测窗口对海况进行实时监测,并对滤波器参数进行实时自适应调整;随后对加速度测量值进行2次积分与3次自适应高通滤波,滤除低频误差,保留有效高频升沉运动。不同海况条件下的仿真与试验验证了测量与滤波方案的可行性。试验结果表明: 新滤波方法相比传统方法,能根据海况实时自适应调整滤波参数,升沉运动相位误差和幅值误差减小,仿真实验中幅值误差缩减约10倍,模拟试验中幅值误差缩减约2倍,测量精度精确到厘米级。

关键词: 自适应滤波器, 升沉运动, 惯性测量, 高通滤波器

Abstract: Aiming at the application demand in precise measurement of heave motion during ship movement, a heave motion measurement scheme based on inertial navigation system is proposed. In view of the poor adaptability of the traditional filtering method and the problem of phase shift and amplitude error, a new design of adaptive digital high-pass filter based on complementary method is proposed according to the prior knowledge and real-time sea condition monitoring results, which monitors the sea condition through a sliding monitoring window and adapts the filter parameters in real time. Twice integrations and three times of adaptive high-pass filtering experiments are carried out on the measured acceleration values, which can filter out the low-frequency system errors and retain the useful high-frequency heave motion. Simulations and experiments under different sea conditions verify the feasibility of the measurement scheme and the new filtering method. The test results show that, compared with the traditional method, the new filtering method can adjust the filter parameters adaptively according to the sea condition, and reduce the phase error and amplitude error of the heave motion, in which the amplitude error is reduced at least 10 times, the amplitude error is reduced at least 2 times, and the measurement precision reaches centimeter level.

Key words: adaptive filter, heave motion, inertial measurement, high-pass filter