A method for determining event data including: sampling a first data stream within a first time window at a first sensor of an onboard vehicle system coupled to a vehicle, extracting interior activity data from the first data stream; determining an interior event based on the interior activity data; sampling a second data stream within a second time window at a second sensor of the onboard vehicle system; extracting exterior activity data from the second image stream; determining an exterior event based on the exterior activity data; correlating the exterior event and the interior event to generate combined event data; automatically classifying the combined event data to generate an event label; and automatically labeling the first time window of the first data stream and the second time window of the second data stream with the combined event label to generate labeled event data.

A vehicle control device includes a recognition unit which recognizes surrounding situations of a vehicle, and a driving control unit which automatically controls at least steering of the vehicle based on the surrounding situations recognized by the recognition unit, and the driving control unit increases a distance between the vehicle and a traffic participant in the case where the recognition unit recognizes the traffic participant as an overtaking target and a predetermined structure in a traveling direction of the vehicle, and the vehicle travels on a side opposite to the predetermined structure in a road width direction in a case that viewed from the traffic participant to overtake the traffic participant, as compared to a case where the traffic participant as the overtaking target is recognized by the recognition unit in the traveling direction of the vehicle and the predetermined structure is not recognized.

A system for notifying emergency services of a vehicular crash may (i) receive sensor data of a vehicular crash from at least one mobile device associated with a user; (ii) generate a scenario model of the vehicular crash based upon the received sensor data; (iii) store the scenario model; and/or (iv) transmit a message to one or more emergency services based upon the scenario model. As a result, the speed and accuracy of deploying emergency services to the vehicular crash location is increased. The system may also utilize vehicle occupant positional data, and internal and external sensor data to detect potential imminent vehicle collisions, take corrective actions, automatically engage autonomous or semi-autonomous vehicle features, and/or generate virtual reconstructions of the vehicle collision.

An operational design domain decision apparatus includes: a position estimation unit configured to estimate a vehicle position; a traffic map database in which a restriction related to a vehicle speed and a position are associated with each other; a rule acquisition unit configured to acquire the restriction; a required value calculation unit configured to calculate a required detection distance at which it is necessary for an object detection sensor equipped in the vehicle to have detected a moving object for execution of a predetermined automatic driving; a distance measurement unit configured to calculate a detectable distance based on a detection result of the object detection sensor; and a determination unit configured to determine that the automatic driving system is in the operational design domain, when the detectable distance is equal to or more than the required detection distance.

The present invention relates to a user interface apparatus for vehicle comprising: an output unit; a driver sensing unit; and a processor configured to determine a driving level of a driver, based on driver information acquired through the driver sensing unit, select a traveling function based on the driving level of the driver among a plurality of traveling functions, and control to output information on the selected traveling function through the output unit.

The present invention provides a vehicle control device in which it is possible to modify the travel trajectory of a vehicle in response to the presence of an obstruction in the vehicle perimeter. In the present invention, the vehicle control device 1 recognizes the surroundings of the vehicle, detects a first branching point in a first route that is preset on a road, and in cases in which a prescribed condition is met by the presence of an obstruction detected from the recognized surroundings when the vehicle is to move along a travel trajectory that is based on at least one second route from among a plurality of second routes that branch from the first branching point, generates a virtual route which branches from the first route at a second branching point differing from the first branching point toward the selected second route, and modifies the travel trajectory on the basis of the generated virtual route.

A vehicle control device (100) includes a recognition unit (130) that recognizes a surrounding situation of a vehicle, and a driving control unit (140, 160) that controls steering and acceleration and deceleration of the vehicle based on the surrounding situation recognized by the recognition unit. In a case where a traffic participant is recognized in a progress direction of the vehicle by the recognition unit, the driving control unit sets an entry inhibition region where an entry of the vehicle is to be avoided, using the traffic participant as a reference, based on a degree of recognition of the vehicle by the traffic participant.

Systems, apparatus and methods may be configured to implement actively-controlled light emission from a robotic vehicle. A light emitter(s) of the robotic vehicle may be configurable to indicate a direction of travel of the robotic vehicle and/or display information (e.g., a greeting, a notice, a message, a graphic, passenger/customer/client content, vehicle livery, customized livery) using one or more colors of emitted light (e.g., orange for a first direction and purple for a second direction), one or more sequences of emitted light (e.g., a moving image/graphic), or positions of light emitter(s) on the robotic vehicle (e.g., symmetrically positioned light emitters). The robotic vehicle may not have a front or a back (e.g., a trunk/a hood) and may be configured to travel bi-directionally, in a first direction or a second direction (e.g., opposite the first direction), with the direction of travel being indicated by one or more of the light emitters.

Embodiments herein relate to an autonomous vehicle or self-driving vehicle. The level of comfort with autonomous driving offered to the user and the parameters of operation of the autonomous vehicle might increase or decrease a driver's comfort (anxiety) with the vehicle. Sensors in the vehicle can detect a user's driving style, comfort level and may propose an autonomy level to the user and/or parameters of operation.

In an automated driving control device (100), a vehicle control device includes a recognition unit (130) that is configured to recognize a peripheral situation of a vehicle and a driving control unit (120, 160) that is configured to automatically perform control of acceleration/deceleration and steering of the vehicle on the basis of the peripheral situation recognized by the recognition unit, in which the recognition unit determines whether or not a traffic participant present in an advancement direction of the vehicle is aware of the presence of the vehicle, and, in a case in which the traffic participant advancing in the same direction as that of the vehicle is recognized in the advancement direction of the vehicle by the recognition unit, and it is determined by the recognition unit that the traffic participant is not aware of the presence of the vehicle, the driving control unit causes the vehicle to run behind the traffic participant and, in a case in which a period of the running behind the traffic participant becomes equal to or longer than a reference, causes the vehicle to run in a predetermined form.