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    • 10. 发明公开
    • MAP VALIDATION METHOD AND SYSTEM
    • US20230304827A1
    • 2023-09-28
    • US18028656
    • 2021-06-16
    • MERCEDES-BENZ GROUPROBER BOSCH GMBH
    • Manuel STUEBLERBorislav ANTICManuel BIRKE
    • G01C21/00
    • G01C21/387G01C21/3804
    • Map validation method, including the steps of:



      receiving (S10) sensor data of an at least semi-autonomous robot (F) for depicting at least one detected element (S3, S4, S5), wherein the at least one detected element (S3, S4, S5) represents an environmental element of the at least semi-autonomous robot (F) as detected by an environmental sensor of the at least semi-autonomous robot (F);
      receiving (S20) map data (Dk) depicting a map with at least one map element (A3, A4, A5), wherein the at least one map element (A3, A4, A5) represents an environment element of the at least semi-autonomous robot (F) as plotted on a predetermined map;
      receiving (S30) localization data (Dl), the localization data (Dl) indicating a position of the at least semi-autonomous robot (F) on the map;
      determining (S40) a data uncertainty, wherein the data uncertainty comprises a sensor data uncertainty, a map data uncertainty, and/or a localization data uncertainty;
      initializing (S50) an existence probability (P) for the at least one map element (A3, A4, A5) with an initial value;
      updating (S60) the existence probability (P) of the at least one map element (A3, A4, A5) using the map data (Dk), the sensor data (Ds), the localization data (Dl), and the data uncertainties.