Aptiv Technologies Ag

Sönke Behrends

Dennis Mueller

Peet Cremer

Frederik Lenard Hasecke

Michael Arnold

Dennis Müller

Disclosed are aspects of a method, carried out by a vehicle data recording device, that includes downloading, from a host data collecting system, a recording target and determining a plurality of possible routes for the vehicle. The method also includes, for each route, generating a route encoding in numerical values an information on predicted values of the route for metrics, a metric being a function assigning a value representing an amount of progress in achieving an elementary recording target to a piece of data. The method additionally includes providing the route encodings and additional environmental information independent of the routes to a reinforcement learning agent that selects one of the routes to optimize a reward. The method further includes recording data from in-vehicle sources while the vehicle drives along the selected route and uploading at least part of the recording data to the host data collecting system.

Method of selecting a route for recording vehicle

The present disclosure relates to methods, devices, and computer programs for determining a change in a position and/or orientation of a mobile apparatus. In an aspect, described is a method of determining a change in a position and/or orientation of a mobile apparatus that includes: acquiring a first data stream indicating a first estimated change in at least one of a position or an orientation of the mobile apparatus in respective ones of a plurality of time frames; acquiring a second data stream indicating a second estimated change in the at least one of the position or the orientation of the mobile apparatus in the respective ones of the plurality of time frames; and determining a change in the at least one of the position or the orientation of the mobile apparatus using the first estimated change or the second estimated change.

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Düsseldorf, Germany

Sönke Behrends