| 基于薄板样条插值法的MEMS陀螺仪温度补偿模型辨识 |
| |
| 引用本文： | 商志刚,马晓川,王俊斌.基于薄板样条插值法的MEMS陀螺仪温度补偿模型辨识[J].声学学报,2018,53(3):334-341. |
| |
| 作者姓名： | 商志刚 马晓川 王俊斌 |
| |
| 作者单位： | 1. 中国电子科技集团公司电子科学研究院 北京 100041; |
| |
| 摘 要： | MEMS陀螺仪以其优异的性能及廉价的成本,被广泛地应用于水下航行器中;然而传感器的温度变化严重影响测量精度,因此,对其温度补偿模型准确辨识具有重要意义。本文利用基于可持续激励准则的快速标定算法获取标定参数,然后利用薄板样条插值方法建立MEMS陀螺仪温度补偿模型,并将该方法辨识结果与多项式拟合算法的辨识结果进行对比,实验验证,利用本文所提出算法辨识得到的传感器温度补偿模型,有效改善了MEMS陀螺仪测进精度。
|
| 关 键 词： | MEMS陀螺仪 温度补偿 薄板样条插值 多项式拟合 水下航行器 |
| 收稿时间： | 2017-06-23 |
MEMS Gyro temperature compensation identification algorithm for based on thin plate spline interpolation |
| |
| Affiliation: | 1. Chinese Academy of Electronics and Information Technology Beijing 100041;2. Key Laboratory of Information Technology for Autonomous Underwater Vehicles Chinese Academy of Sciences Beijing 100190;3. University of Chinese Academy of Sciences Beijing 100049;4. UNIT66325 Beijing 102205 |
| |
| Abstract: | MEMS gyroscopes are widely used in the underwater vehicles by their excellent performance and affordable costs. However, sensors' changes in temperature seriously affect measurements' accuracy. Therefore, it is meaningflll to accurately identify the temperature compensation model. This paper firstly uses the calibration algorithm based on the Persistent Excitation Signal Criterion to obtain calibration parameters, then use tile Thin plate spline interpolation method to establish MEMS gyro temperature compensation model. The effectiveness of the proposed algorithm have been demonstrated through comparative experiment. |
| |
| Keywords: | |
| 本文献已被 CNKI 等数据库收录！ |
| 点击此处可从《声学学报》浏览原始摘要信息 |
|
点击此处可从《声学学报》下载全文 |
