2026-04-17T15:02:26Zhttps://recercat.cat/oai/request

oai:recercat.cat:10256/263812025-02-12T04:06:23Zcom_2072_452955com_2072_2054col_2072_452957

On Lie group IMU and linear velocity preintegration for autonomous navigation considering the Earth rotation compensation Carreras, Marc Vial Serrat, Pau Solà Ortega, Joan Palomeras Rovira, Narcís Carreras Pérez, Marc Vehicles submergibles autònoms Autonomous underwater vehicles Robòtica Robotics Cinemàtica Kinematics Robots autònoms Autonomous robots Robot localization is a fundamental task in achieving true autonomy. Recently, many graph-based navigators have been proposed that combine an inertial measurement unit (IMU) with an exteroceptive sensor applying IMU preintegration to synchronize both sensors. IMUs are affected by biases that also have to be estimated. To increase the navigator robustness when faults appear on the perception system, IMU preintegration can be complemented with linear velocity measurements obtained from visual odometry, leg odometry, or a Doppler Velocity Log (DVL), depending on the robotic application. Moreover, higher grade IMUs are sensitive to the Earth rotation rate, which must be compensated in the preintegrated measurements. In this paper, we propose a general purpose preintegration methodology formulated on a compact Lie group to set motion constraints on Graph SLAM problems considering the Earth rotation effect. We introduce the SEN(3)$ group to jointly preintegrate IMU data and linear velocity measurements to preserve all the existing correlation within the preintegrated quantity. Field experiments using an Autonomous Underwater Vehicle (AUV) equipped with a DVL and a navigational grade IMU are provided and results are benchmarked against a commercial filter-based Inertial Navigation System (INS) to prove the effectiveness of our methodology 2025-02-12T04:06:22Z 2025-02-12T04:06:22Z 2025-02-12T04:06:22Z 2024-12-24 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion peer-reviewed http://hdl.handle.net/10256/26381 info:eu-repo/semantics/altIdentifier/doi/10.1109/TRO.2024.3521865 info:eu-repo/semantics/altIdentifier/issn/1552-3098 info:eu-repo/semantics/altIdentifier/eissn/1941-0468 Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess Institute of Electrical and Electronics Engineers (IEEE) IEEE Transactions on Robotics, 2024, vol. 18, núm. 9 Articles publicats (D-ATC)