GNSS receiver autonomous integrity monitoring (RAIM) algorithm based on robust estimation

• Published in: Geodesy and Geodynamics Vol. 7; no. 2; pp. 117 - 123
• Main Authors: Yang, Yuanxi, Xu, Junyi
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.03.2016; KeAi Communications Co., Ltd
• Subjects: Fault detection; GNSS; Integrity; Receiver autonomous integrity monitoring (RAIM); Robust estimation; Receiver autonomous integrity monitoring (RAIM); Robust estimation; Fault detection; GNSS; Integrity
• ISSN: 1674-9847
• DOI: 10.1016/j.geog.2016.04.004

Integrity is significant for safety-of-life applications. Receiver autonomous integrity monitoring (RAIM) has been developed to provide integrity service for civil aviation. At first, the conventional RAIM algorithm is only suitable for single fault detection, single GNSS constellation. However, multiple satellite failure should be considered when more than one satellite navigation system are adopted. To detect and exclude multi-fault, most current algorithms perform an iteration procedure considering all possible fault model which lead to heavy computation burden. An alternative RAIM is presented in this paper based on multiple satellite constellations (for example, GPS and BeiDou (BDS) etc.) and robust estimation for multi-fault detection and exclusion, which can not only detect multi-failures, but also control the influences of near failure observation. Besides, the RAIM algorithm based on robust estimation is more efficient than the current RAIM algorithm for multiple constellation and multiple faults. Finally, the algorithm is tested by GPS/BeiDou data.