Accommodation Rule of Double Faults for Seven Inertial Sensors
ثبت نشده
چکیده
The reliability of the systems can be enhanced by fault detection and isolation (FDI) method and fault accommodation. FDI methods have been studied from 1960’s in various areas of engineering problems. As reported in literature such as survey papers [Betta et. al., 2000, Frank, 1990] and books [Chow et. al, 1984, Gertler, 1998], various methods of FDI have been studied and applied to diverse applications. To obtain reliability and to enhance navigation accuracy, INS may use redundant sensors. A lot of studies on FDI for the redundant sensors have been performed so far. There are many papers for FDI such as look-up table and squared error(SE) method[Gilmore et. al, 1972], generalized likelihood test(GLT) method[Daly et. al., 1979] and optimal parity test(OPT) method[Jin et.al., 1999] for hardware redundancy. [Yang et.al., 2006, 2007] suggested an accommodation threshold for single fault and accommodation rules for double faults based on the error covariance of an estimated variable, which is related to the navigation accuracy of INS. The accommodation threshold and rules give decision rules to determine whether a faulty sensor should be excluded or not. [Yang et.al., 2007] suggested accommodation rules for double faults when 6 sensors are used. When 6 sensors are used, double faults can be detected, but the faults cannot be isolated in some cases. This paper suggests accommodation rules for double faults when 7 inertial sensors are used, where any double faults can be detected and isolated
منابع مشابه
Best Sensor Configuration and Accommodation Rule Based on Navigation Performance for INS with Seven Inertial Sensors
This paper considers the best sensor configuration and fault accommodation problem for inertial navigation systems which use seven inertial sensors such as gyroscopes and accelerometers. We prove that when six inertial sensors are used, the isolation of a double fault cannot be achieved for some combinations of fault magnitudes, whereas when seven inertial sensors are used, the isolation of any...
متن کاملAccommodation Rule Based on Navigation Accuracy for Double Faults in Redundant Inertial Sensor Systems
This paper considers a fault accommodation problem for inertial navigation systems (INS) that have redundant inertial sensors such as gyroscopes and accelerometers. It is wellknown that the more sensors are used, the smaller the navigation error of INS is, which means that the error covariance of the position estimate becomes less. Thus, when it is decided that double faults occur in the inerti...
متن کاملDouble Faults Isolation Based on the Reduced-Order Parity Vectors in Redundant Sensor Configuration 155 Double Faults Isolation Based on the Reduced-Order Parity Vectors in Redundant Sensor Configuration
A fault detection and isolation (FDI) problem is considered for inertial sensors, such as gyroscopes and accelerometers and a new FDI method for double faults is proposed using reduced-order parity vector. The reduced-order parity vector (RPV) algorithm enables us to isolate double faults with 7 sensors. Averaged parity vector is used to reduce false alarm and wrong isolation, and to improve co...
متن کاملDiscussion on: "FDI Using Multiple Parity Vectors for Redundant Inertial Sensors"
In this paper, a fault detection and isolation technique based on the average of the parity vectors is presented. The parity vector sensitive only to specific faults is obtained first using existing methods [1,2]. A fault detection function defined as the average of q parity vectors obtained in previous time periods is then computed. Faulty sensors are accommodated or included in the estimation...
متن کاملA Real-time Motion Tracking Wireless System for Upper Limb Exosuit Based on Inertial Measurement Units and Flex Sensors (TECHNICAL NOTE)
This paper puts forward a real-time angular tracking (motion capture) system for a low cost upper limb exosuit based on sensor fusion; which is integrated by an elastic sleeve-mitten, two inertial measurement units (IMU), two flex sensors and a wireless communication system. The device can accurately detect the angular position of the shoulder (flexion-extension, abduction-adduction and interna...
متن کامل