IEEE Sensors Journal · 2019 · 83 citations · 26 references
EngineeringMechatronics EngineeringRobotics EngineeringGlobal Navigation Satellite SystemsMobile RoboticsSensor FusionAutonomous NavigationNavigation SystemsRobot LocalizationSensor Fusion For LocalizationData FusionInertial Measurement Unit FusionInertial NavigationInertial Navigation System FusionInertial Navigation SystemsPedestrian NavigationRangingSensor Fusion For Navigation
Foot-mounted inertial navigation systems are suitable as the core pedestrian navigation system in GNSS denied environment for some applications (e.g., soldier and first responder positioning). However, to date the exiting zero velocity update-based algorithm still possesses some drawbacks including systematic heading drift. A beneficial strategy is to fuse the information of two foot-mounted systems to achieve more robust and reliable performance. In this paper, a novel equality constraint method based on pedestrian footstep mode is proposed to fuse the information of two systems in the absence of any additional ranging equipment. Real field experiments demonstrate that the proposed algorithm improves the performances of both two systems.
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Incorporation of time delayed measurements in a discrete-time Kalman filter
Thomas Dall Larsen, N. Andersen, Ole Ravn et al. · 2002 · 228 citations · Full text