哈尔滨工程大学学报
哈爾濱工程大學學報
합이빈공정대학학보
JOURNAL OF HARBIN ENGINEERING UNIVERSITY
2013年
7期
866-872
,共7页
周元%邓志红%王博%付梦印
週元%鄧誌紅%王博%付夢印
주원%산지홍%왕박%부몽인
旋转式惯导系统%光纤陀螺在线标定%递推最小二乘估计%FPGA
鏇轉式慣導繫統%光纖陀螺在線標定%遞推最小二乘估計%FPGA
선전식관도계통%광섬타라재선표정%체추최소이승고계%FPGA
rotational inertial navigation system%fiber optic gyro online calibration%RLS estimation%FPGA
针对旋转式惯导的光纤陀螺标定问题,基于旋转式惯性测量单元设计了标定光纤陀螺误差参数的最小二乘估计算法和相应的在线标定方案。基于标定结果可改进惯导系统的初始对准:对基于Kalman滤波的初始对准,可进行模型降阶,从而降低滤波运算量;对基于参数辨识的初始对准,根据标定的参数可以计算出陀螺的等效零偏,降低方位失准角初始值的近似误差。由于各陀螺输出信号处理过程相互独立而且具有对称性,在硬件实现过程中对递推最小二乘解算模块分时复用,可以节省2/3运算逻辑资源,其中的三角函数和除法器可进一步通过分时复用进行优化。本文提出的标定方法精度高,对初始对准精度有改善效果,同时易于硬件实现,因此工程实用性强。
針對鏇轉式慣導的光纖陀螺標定問題,基于鏇轉式慣性測量單元設計瞭標定光纖陀螺誤差參數的最小二乘估計算法和相應的在線標定方案。基于標定結果可改進慣導繫統的初始對準:對基于Kalman濾波的初始對準,可進行模型降階,從而降低濾波運算量;對基于參數辨識的初始對準,根據標定的參數可以計算齣陀螺的等效零偏,降低方位失準角初始值的近似誤差。由于各陀螺輸齣信號處理過程相互獨立而且具有對稱性,在硬件實現過程中對遞推最小二乘解算模塊分時複用,可以節省2/3運算邏輯資源,其中的三角函數和除法器可進一步通過分時複用進行優化。本文提齣的標定方法精度高,對初始對準精度有改善效果,同時易于硬件實現,因此工程實用性彊。
침대선전식관도적광섬타라표정문제,기우선전식관성측량단원설계료표정광섬타라오차삼수적최소이승고계산법화상응적재선표정방안。기우표정결과가개진관도계통적초시대준:대기우Kalman려파적초시대준,가진행모형강계,종이강저려파운산량;대기우삼수변식적초시대준,근거표정적삼수가이계산출타라적등효령편,강저방위실준각초시치적근사오차。유우각타라수출신호처리과정상호독립이차구유대칭성,재경건실현과정중대체추최소이승해산모괴분시복용,가이절성2/3운산라집자원,기중적삼각함수화제법기가진일보통과분시복용진행우화。본문제출적표정방법정도고,대초시대준정도유개선효과,동시역우경건실현,인차공정실용성강。
To address the issue of the calibration of the fiber optical gyros of the rotational inertial navigation sys?tem, we designed the recursive least square (RLS) estimation algorithm based on rotational inertial measurement u?nit and related online calibration method to calibrate the error parameters of fiber optic gyros (FOG) online. The in?itial alignment of the inertial navigation system can be improved based on the calibration results. For the initial a?lignment based on Kalman filter, a reduced?order model was proposed to decrease the amount of filtering calcula?tions;For the initial alignment based on parameter recognition, the calibrated parameters can be used to calculate the equivalent gyro bias, and thereby, decrease the approximation error of initial azimuth error. Because the proce?dure processing signal outputted by each gyro is independent and is of symmetry, applying time division multiple?xing to the RLS solver in hardware implementation, the resources for RLS solver can be reduced by 2/3. And the internal divider and trigonometric function solver can be further optimized by time division multiplexing. The pro?posed calibration method is of high precision, helps to improve the initial alignment, and is apt to be implemented with hardware, and thus, is of good practicality in engineering application.