A method for IMU/GNSS/Doppler Velocity Log integration in marine applications

• Published in: 2015 International Association of Institutes of Navigation World Congress (IAIN) pp. 1 - 8
• Main Authors: Romanovas, Michailas, Ziebold, Ralf, Lanca, Luis
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01-10-2015
• Subjects: Doppler Velocity Log; Global Positioning System; GNSS; Inertial Sensors; Integrated Navigation System; Kalman filtering; Micromechanical devices; Navigation and Timing (PNT) Unit; Positioning; Probability; Sensor systems
• DOI: 10.1109/IAIN.2015.7352241

Although the GNSS/GPS had become the primary source for Positioning, Navigation and Timing (PNT) information in maritime applications, the ultimate performance of the system can strongly degrade due to space weather events, deliberate interference, shadowing, multipath and overall system failures. Within the presented work the development of an affordable integrated PNT unit for future on-board integrated systems is presented, where the GNSS information is fused both with inertial and Doppler Velocity Log (DVL) measurements. Here redundant and complementary information from different sensors serves to improve the system performance and reduce the position drift when the GNSS signals are not available. The nonlinearity of this advanced fusion problem is addressed by employing Unscented Kalman Filter (UKF) with spherical point arrangement and further detailed analysis is presented in terms of the process and measurement models implemented. The results demonstrate that position drift can be significantly reduced by incorporating DVL measurements in IMU/GNSS system and that the proposed integrated navigation algorithm is feasible and efficient for GNSS outages of prolonged duration, where pure inertial GNSS outage bridging would be either inaccurate or would require too expensive IMUs.