摘要
为了实现微机电系统(MEMS)陀螺的高精度补偿,本文借助分段线性拟合与多模型模糊融合的方法,得到了一种新的标定补偿算法。通过对各轴分段组合的标定数据进行拟合建立多组补偿模型,并通过角速率的隶属度函数的模糊加权实现多模型融合,得到随测量值变化的线性补偿模型,提高了陀螺输出补偿的精度。实验表明,该方法的补偿精度明显优于传统方法。其算法简单计算量小,易于在实际工程中应用。
In order to realize the high precision compensation of micro-electro-mechanical system( MEMS) gyro,obtain a new calibration compensation algorithm by means of piecewise linear fitting and multi-model fuzzy fusion.Through fitting on piece-wise calibration data of each axis,the multi-group compensation model can be established. Multi-model fusion is achieved. With the fuzzy weighted of the membership function of angular velocity. Linear compensation model change with measurement value variation is obtained,output compensation precise of gyro is enhanced. The experimental results show that the proposed method is better than the traditional method. Its algorithm is simple,has a small amount of calculation,and easy to be used in practical engineering.
引文
[1]蒙涛,王昊,李辉,等. MEMS陀螺误差建模与滤波方法[J].系统工程与电子技术,2009,31(8):1944-1948.
[2]张勤拓. MEMS陀螺误差辨识与补偿[J].传感器与微系统,2010,29(3):39-41.
[3]袁信.导航系统[M].北京:航空工业出版社,1993.
[4]秦永元,张洪钺,王叔华.卡尔曼滤波与组合导航原理[M].2版.西安:西北工业大学出版社,2012.
[5]严恭敏,李四海,秦永元.惯性仪器测试与数据分析[M].北京:国防工业出版社,2012.
[6]何昆鹏. MEMS惯性器件参数辨识及系统误差补偿技术[D].哈尔滨:哈尔滨工程大学,2009.
[7]蒙涛,王昊,李辉,等. MEMS陀螺误差建模与滤波方法[J].系统工程与电子技术,2009,31(8):1944-1948.
[8]张勤拓. MEMS陀螺误差辨识与补偿[J].传感器与微系统,2010,29(3):39-41.
[9]陈怀,张嵘,周斌,等.微机械陀螺仪温度特性及补偿算法研究[J].传感器与微系统,2004,23(10):24-26.
[10]李建利,房建成,盛蔚. MEMS陀螺标度因数误差分析及分段插值补偿[J].北京航空航天大学学报,2007,33(9):1064-1067.
[11]董冀.基于分段拟合的MEMS陀螺温度补偿方法:中国,CN104330095A[P]. 2015—06—01.