Chi-square and SPRT combined fault detection for multisensor navigation
Rong Wang, Zhi Xiong, Jianye Liu, Jianxin Xu, Lijuan Shi · IEEE Transactions on Aerospace and Electronic Systems · 2016
A fault-detection algorithm for a redundant multisensor navigation system for hypersonic cruise vehicles (HCVs) is proposed. The algorithm comprehensively diagnoses failures according to the failure level monitored by the sequential probability ratio test (SPRT) and chi-square test as well as the failure trend monitored by the SPRT. A test statistics feedback-reset loop is also added to shorten the recovery time after failure ceases. Simulations indicate improvements in both failure detection and recovery speed, contributing to improved accuracy and stability in HCV fault-tolerant navigation.