An apparatus and a method for controlling an autonomous vehicle for a minimum risk maneuver (MRM) of the autonomous vehicle are provided. A processor provided in the autonomous vehicle performs an MRM including deceleration control and stop control of the autonomous vehicle, determines whether the MRM is completed, determines whether manipulation of a user for vehicle control is not input during a specific time, based on determination that the MRM is completed, and requests a call connection from an external institution, by means of a call controller provided in the autonomous vehicle to control a call with the external institution, when the MRM is completed and when the manipulation of the user for the vehicle control is not input during the specific time. The apparatus improves safety and convenience of an autonomous driving system.

An autonomous driving system of a vehicle includes: an autonomous module configured to, during autonomous driving, control at least one of: steering of the vehicle; braking of the vehicle; and acceleration and deceleration of the vehicle; and a driving control module configured to: enable and disable autonomous driving; determine a future time for beginning a period of autonomous driving; and at least one of: selectively delay the beginning of autonomous driving to after the future time; and cancel the period of autonomous driving.

A configuration for controlling safe switching of automatic driving and manual driving includes a driver information acquisition unit that acquires driver information of a movement device such as an automobile, an environmental information acquisition unit that acquires environmental information of the movement device, and a safety determination unit that receives, as an input, the driver information and the environmental information, and learns and calculates a safety index value indicating whether or not a driver in the movement device during automatic driving is in a state of being able to perform safe manual driving. The safety determination unit further estimates a manual driving recovery available time including a time required until the driver in the movement device during the automatic driving becomes able to start the safe manual driving.

In a vehicle control apparatus, a controller for controlling a travelling of a vehicle is configured to obtain attribute information about at least one occupant from reservation information, the reservation information including information about the at least one occupant who has made a reservation for the vehicle, and set a travelling characteristic of the vehicle based on the attribute information about at least one occupant.

A vehicular control system includes at least one processor that processes image data captured by a forward viewing camera and radar data captured by a forward sensing radar sensor. With the system controlling driving of the vehicle, the system determines a triggering event that requires driving of the vehicle to be handed over to a driver of the vehicle before the vehicle encounters an event point, and the system (i) determines a total action time until the vehicle encounters the event, (ii) estimates a driver take over time for the driver to take over control and (iii) estimates a handling time for the driver to control the vehicle to avoid encountering the event point. Based on the determined and estimated times, the system (i) requests the driver take over control of the vehicle or (ii) controls the vehicle to slow down and stop the vehicle before the event point.

The present teaching relates to method, system, and medium, for generating an augmented alert in a hybrid vehicle. First information indicating an upcoming switch in an operating mode of the vehicle is received, which specifies a set of tasks, arranged in an order, to be completed by a driver in the vehicle to achieve the upcoming switch, and a task duration for each of the set of tasks by which the task is to be completed. A current state of the driver is obtained and used to determine a set of warnings to alert the driver to perform the set of tasks. Each warning corresponds to a task in the set of tasks and is created based on the current state of the driver. A warning schedule is generated based on the set of warnings in the order of the set of tasks and transmitted so that warnings in the warning schedule are delivered to the driver.

Provided is a driving assistance apparatus (a control unit (100)) for a vehicle capable of hands-off driving that lets a driver take his or her hands off the steering wheel. The driving assistance apparatus includes a processor (10) configured to determine, on the basis of sensor information indicating a state of the driver, whether or not the driver is in a state unsuitable for the surrounding monitoring of the vehicle during the hands-off driving, warn the driver through a notification device when it is determined that the driver is in a state unsuitable for the surrounding monitoring, and notify the driver, through the notification device, of a request for holding the steering wheel.

The present technology is directed to training and using a machine learning model to predict a likelihood of a counterfactual safety critical event in autonomous vehicle (AV) driving in a projected scenario occurring after a human takes over control of an AV. An AV management system can identify driving data collected from periods around an occurrence of a human take over event where a human takes over control of an AV. The AV management system can project a scenario that would have resulted if the human did not take over control of the AV based on the driving data and output a counterfactual safety score for the projected scenario. The counterfactual safety score can indicate a probability of a counterfactual collision between the AV and the at least one object in the projected scenario.

An assistance system influences an asleep and/or awake state of a vehicle occupant to at least temporarily take over a vehicle guidance function by detecting the asleep and/or awake state of the vehicle occupant using a detection device to generate takeover capability information, detecting, receiving, and/or generating destination arrival information, at least temporarily influencing the asleep and/or awake state of the vehicle occupant by an influencing device, such that there is a defined minimum takeover capability of the vehicle occupant to take over a vehicle guidance function for the vehicle occupant for at least a portion of the journey and/or travel time at least over a portion of the journey and/or travel time.

A vehicle guidance system provides a driving function for automated longitudinal guidance of a vehicle. The vehicle guidance system is designed to determine data relating to a first signaling unit located ahead in the travel direction of the vehicle. Furthermore, the vehicle guidance system is designed to operate the driving function in an automatic mode or in a manual mode at the first signaling unit depending upon the data relating to the first signaling unit, and in the automated longitudinal guidance of the vehicle the first signaling unit is taken into account automatically in the automatic mode, and in the manual mode only after confirmation by a user.