Robust fault detection filter and its application in MEMS-based INS/GPS |
| |
Authors: | Jing Shi Lingjuan Miao Maolin Ni |
| |
Institution: | 1. Institute of Automation, Beijing Institute of Technology, Beijing 100081, P. R. China 2. National Key Laboratory of Science and Technology on Space Intelligent Control,Beijing Institute of Control Engineering, Beijing 100190, P. R. China |
| |
Abstract: | Since any disturbance and fault may lead to significant performance degradation in practical dynamical systems, it is essential for a system to be robust to disturbances but sensitive to faults. For this purpose, this paper proposes a robust fault-detection filter for linear discrete time-varying systems. The algorithm uses H∞ estimator to minimize the worst possible amplification from disturbances to estimate errors, and H− index to maximize the minimum effect of faults on the residual output of the filter. This approach is applied to the MEMS-based INS/GPS. And simulation results show that the new algorithm can reduce the effect of unknown disturbances and has a high sensitivity to faults. |
| |
Keywords: | integrated navigation inertial navigation system (INS) micro electro mechanical system (MEMS) fault detection robustness |
本文献已被 CNKI 维普 万方数据 等数据库收录! |
| 点击此处可从《系统工程与电子技术(英文版)》浏览原始摘要信息 |
| 点击此处可从《系统工程与电子技术(英文版)》下载免费的PDF全文 |