An environmental information acquiring unit (11) to acquire environmental information on an environment around a mobile object, an action information acquiring unit (12) to acquire action information on an action of a driver of the mobile object, a calculation unit (13) to obtain control information for performing automated driving control of the mobile object on the basis of the environmental information acquired by the environmental information acquiring unit (11) and a machine learning model (18) that uses the environmental information as an input and outputs the control information, a contribution information determining unit (14) to determine contribution information having a high degree of contribution to the control information on the basis of the environmental information and the control information, a cognitive information calculating unit (15) to calculate cognitive information indicating a cognitive region of the driver in the environment around the mobile object on the basis of the action information and the environmental information, a specification unit (16) to specify unrecognized contribution information estimated not to be recognized by the driver on the basis of the contribution information and the cognitive information, and an information output control unit (17) to output driving assistance information necessary for driving assistance on the basis of the unrecognized contribution information specified by the specification unit (16) are provided.

An apparatus for monitoring the surrounding environment of a vehicle includes: a plurality of detection sensors to detect an object outside the vehicle according to a frame at a predefined period; and a controller to extract a stationary object from among objects detected by the detection sensors, to map the stationary object to a grid map, to calculate an occupancy probability parameter indicative of a probability that the stationary object will be located on a grid of the grid map, and to monitor the surrounding environment of the vehicle based on the occupancy probability parameter. The controller maps the stationary object to the grid map while updating the grid map by changing an index of each grid constituting the grid map according to behavior information of the vehicle.

An apparatus for monitoring the surrounding environment of a vehicle includes: a plurality of detection sensors to detect an object outside the vehicle according to a frame at a predefined period; and a controller to extract a stationary object from among objects detected by the detection sensors, to map the stationary object to a grid map, to calculate an occupancy probability parameter indicative of a probability that the stationary object will be located on a grid of the grid map, and to monitor the surrounding environment of the vehicle based on the occupancy probability parameter. The controller maps the stationary object to the grid map while updating the grid map by changing an index of each grid constituting the grid map according to behavior information of the vehicle.

An obstacle shape estimating apparatus and a method thereof, includes: a processor configured to receive a the sensing signal from at least one ultrasonic sensor at a predetermined cycle, to generate positions of one or more obstacles according to distance values of an ultrasonic sensor by estimating the distance values of the ultrasonic sensor based on a sensing signal, and to generate obstacle shape information according to positions of remaining obstacles after deleting a position of an obstacle corresponding to a virtual distance value and a position of an obstacle which does not satisfy a validation condition among the positions of the one or more obstacles; and a storage configured to store data and an algorithm driven by the processor, and the obstacle shape information generated by the processor.

A system for user interaction with an automated device includes a control system configured to operate the device during an operating mode corresponding to a first state in which the control system automatically controls the device operation, and the operating mode prescribes that a user monitor the device operation during automated control. The control system is configured to allocate a time period for the device to transition to a temporary state in which automated control is maintained and the user is permitted to stop monitoring and perform a task unrelated to device operation. The system includes a user interaction system including a visual display configured to present trajectory information, an indication as to whether an area is conducive to putting the device in the temporary state, and time period allocation information, the user interaction system including an interface engageable by the user to manage scheduling of allocated time period(s).

A system for user interaction with an automated device includes a control system configured to operate the device during an operating mode corresponding to a first state in which the control system automatically controls the device operation, and the operating mode prescribes that a user monitor the device operation during automated control. The control system is configured to allocate a time period for the device to transition to a temporary state in which automated control is maintained and the user is permitted to stop monitoring and perform a task unrelated to device operation. The system includes a user interaction system including a visual display configured to present trajectory information, an indication as to whether an area is conducive to putting the device in the temporary state, and time period allocation information, the user interaction system including an interface engageable by the user to manage scheduling of allocated time period(s).

Disclosed herein are an apparatus and method for monitoring a surrounding environment of a vehicle, the apparatus including a sensor unit including a plurality of detection sensors for detecting an object outside a vehicle according to a frame at a predefined period, and a controller configured to extract a stationary object from among the outside objects detected by the sensor unit, to map the extracted stationary object to a grid map, to calculate an occupancy probability parameter, indicative of a probability that the stationary object will be located on a grid of the grid map, from the result of mapping, and to monitor the surrounding environment of the vehicle by specifying a grid on which the stationary object is located in the grid map, based on the occupancy probability parameter.

Disclosed herein are an apparatus and method for monitoring a surrounding environment of a vehicle, the apparatus including a sensor unit including a plurality of detection sensors for detecting an object outside a vehicle according to a frame at a predefined period, and a controller configured to extract a stationary object from among the outside objects detected by the sensor unit, to map the extracted stationary object to a grid map, to calculate an occupancy probability parameter, indicative of a probability that the stationary object will be located on a grid of the grid map, from the result of mapping, and to monitor the surrounding environment of the vehicle by specifying a grid on which the stationary object is located in the grid map, based on the occupancy probability parameter.

A remote support device includes a data obtainment device, a data processing device, and a sound data reproduction device. The data obtainment device obtains various kinds of data including data on ambient sounds of the vehicle by communication with the vehicle. The data processing device processes various kinds of data including the data on ambient sounds. The sound data reproduction device reproduces sound data resulting from a process by the data processing device. The data processing device separates the data on an ambient sound into data on a vehicle sound which represent a sound produced accompanying an operation of the vehicle and data on an environmental sound which represent a sound produced in an environment around the vehicle. The data processing device outputs the data on the environmental sound to the sound data reproduction device.

A remote support device includes a data obtainment device, a data processing device, and a sound data reproduction device. The data obtainment device obtains various kinds of data including data on ambient sounds of the vehicle by communication with the vehicle. The data processing device processes various kinds of data including the data on ambient sounds. The sound data reproduction device reproduces sound data resulting from a process by the data processing device. The data processing device separates the data on an ambient sound into data on a vehicle sound which represent a sound produced accompanying an operation of the vehicle and data on an environmental sound which represent a sound produced in an environment around the vehicle. The data processing device outputs the data on the environmental sound to the sound data reproduction device.