装备学院学报
裝備學院學報
장비학원학보
Journal of Academy of Equipment
2014年
5期
83-87
,共5页
组合导航%故障检测%卡尔曼滤波%残差x2 检测
組閤導航%故障檢測%卡爾曼濾波%殘差x2 檢測
조합도항%고장검측%잡이만려파%잔차x2 검측
integrated navigation%fault detection%Kalman filter%residual chi-square detection
针对传统的多导航源组合导航系统难以有效解决系统故障检测的问题,通过对卡尔曼滤波器中的残差进行分析,提出了一种新的故障检测方案,该方案有效利用了残差x2检测优点,可实时检测出系统故障。仿真结果表明,该方案故障检测率高,计算量小,整体算法实现简便。本方案已应用于实际工程中。
針對傳統的多導航源組閤導航繫統難以有效解決繫統故障檢測的問題,通過對卡爾曼濾波器中的殘差進行分析,提齣瞭一種新的故障檢測方案,該方案有效利用瞭殘差x2檢測優點,可實時檢測齣繫統故障。倣真結果錶明,該方案故障檢測率高,計算量小,整體算法實現簡便。本方案已應用于實際工程中。
침대전통적다도항원조합도항계통난이유효해결계통고장검측적문제,통과대잡이만려파기중적잔차진행분석,제출료일충신적고장검측방안,해방안유효이용료잔차x2검측우점,가실시검측출계통고장。방진결과표명,해방안고장검측솔고,계산량소,정체산법실현간편。본방안이응용우실제공정중。
Aimed at the problem that traditional integrated navigation system can’t resolve fault detection effectively,a new fault detection scheme is proposed by analyzing the residual error of Kal-man filter.Taking the advantage of residual chi-square detection,the scheme can detect system fault promptly.Simulation result demonstrates that this scheme can be applied to fault detection of inte-grated navigation system with high detected probability and low computational cost.The arithmetic has been used in practical proj ect and can be implemented easily.