2007 · 11 citations · 10 references
ComputingAutonomous SystemsSystems EngineeringAutonomous VehiclesGlobal Navigation Satellite SystemsSensor FusionAutonomous NavigationNavigation SystemsSensor Fusion For LocalizationSimultaneous LocalizationData FusionDead ReckoningGlobal Positioning SystemInertial NavigationInertial Navigation SystemsPosition EstimationVehicle NavigationVehicle Position Estimation
The location system is a key technology of autonomous vehicle. Autonomous vehicle can sense all kinds of information and make decisions during moving out of door. The integrated GPS/INS location system of autonomous vehicle based on data fusion is studied in the paper. Based on the analysis of location methods, such as the global positioning system (GPS), inertial navigation system(INS), dead reckoning (DR) system and the vector electronic map, GPS and IMS are integrated in the location system of the autonomous vehicle. The GPS/INS integrated location system is designed. Kalman filter is used in the GPS subsystem and the IMS subsystem. Data of fusion of INS/GPS is simulated. The results of simulation show that the fusion location can improve the precision and reliability of the location system.
10
Revisiting trilateration for robot localization
Federico Thomas, Lluís Ros · IEEE Transactions on Robotics · 2005 · 340 citations · Full text