Disclosed are an in-cabin safety sensor installed in a vehicle and capable of providing a recognition service for drowsy driving and careless driving, and a method of providing a service platform therefor. The in-cabin safety sensor may recognize a state of drowsy driving or careless driving by using an image obtained by photographing a driver. In addition, the in-cabin safety sensor may not only implement immediate response actions, but also provide information on the state information to a service server, so that driver's driving habits and the like may be recorded. In this way, at the level of the service server or a manager thereof, different response actions may be taken for the drowsy driving or careless driving of the corresponding driver of the vehicle.

An embodiment of the invention provides a method to control a mechanical system based on the cognitive state of a user, where a first action is performed at an input device that is associated with the user. The cognitive state of the user is detected at the input device; and, a change to the first action is determined based on the cognitive state of the user. A controlled action is performed based on the recommended change. A system can include an input device associated with user, where a first action is performed at the input device. A processor connected to the input device detects the cognitive state of the user at the input device and determines a change to the first action based on the cognitive state of the user. A controller connected to the processor performs a controlled action based on the recommended change.

Embodiments, systems, and techniques for vehicle operation assistance are provided herein. Vehicle operation assistance may be provided by a method. An example method includes transmitting a help request for help to a help center based on an emergency status of an occupant of a vehicle. The method also includes receiving availability information from the help center. The availability information indicates availability of one or more potential leader vehicles in an area. The method yet further includes placing the system in a follower mode based on a selection of a leader vehicle from the one or more potential leader vehicles by establishing a connection with the potential leader vehicle. In follower mode the vehicle is a follower vehicle. The method additionally includes wirelessly receiving a navigation instruction from the leader vehicle. The method includes executing a driving maneuver in an autonomous fashion based on the navigation instruction from the leader vehicle.

A vehicle lane change control apparatus includes a condition information acquisition unit that acquires condition information of an occupant of a vehicle, a lane change rate database unit that stores a lane change rate that is determined based on a lane change pattern of a driver analyzed based on driving information when a lane of the vehicle is changed and road condition information when the lane of the vehicle is changed and indicates a speed of the lane change, and a control unit that changes the lane of the vehicle through steering control according to operation information of the vehicle, and based on the condition information of the occupant acquired by the condition information acquisition unit, controls the lane change of the vehicle by selectively using the lane change rate and a corrected lane change rate determined by increasing or decreasing the lane change rate.

An autonomous driving control system and a method thereof are provided. The autonomous driving control system includes a strategy performing device that generates and performs a stop strategy of a vehicle on the basis of a target stop location, when a critical situation occurs during autonomous driving, a behavior controller that controls a behavior of the vehicle depending on the stop strategy, and an emergency module controller that runs a predetermined emergency module, when the critical situation occurs.

A driver state detection unit detects a state of the driver of a host vehicle. For example, a drowsing state of the driver is detected. An outward warning device performs an outward warning operation pertaining to a warning directed at another vehicle traveling in the vicinity of the host vehicle. Then, an inward warning device performs an inward warning operation pertaining to a warning directed at the driver of the host vehicle.

A control system for controlling a vehicle includes a vehicle control operable to control driving of the vehicle. The vehicle control includes circuitry and associated software and is operable to learn features of a route driven by the vehicle during multiple repetitive drives of the route by the vehicle. After the vehicle control has sufficiently learned the route, the vehicle control is operable to at least semi-autonomously control the vehicle to drive the vehicle along the route. While the vehicle control is at least semi-autonomously controlling the vehicle to drive the vehicle along the route, and responsive to determination of a deviation from the learned features of the route, the vehicle control adjusts the at least semi-autonomously control of the vehicle.

A motor vehicle includes a plurality of sensors, a wireless communication unit, and a control device that is configured to receive data from the plurality of sensors and via the wireless communication unit relating to at least one of an environmental condition, a mechanical condition and a health-rated condition. The control unit formats the received data into a predetermined format corresponding to at least one detected condition, and compares the at least one detected condition to a plurality of known conditions. The control unit is further configured to identify a detected known condition when the at least one detected condition matches at least one of the plurality of known conditions, to select, in response to identifying the detected known condition, an automatic autonomous driving mode of the vehicle, and then to execute a predetermined driving maneuver corresponding to the detected known condition.

Methods and systems for monitoring use, determining risk, and pricing insurance policies for a vehicle having one or more autonomous or semi-autonomous operation features are provided. According to certain aspects, a computer-implemented method for real-time determination of the status of autonomous operation features of an autonomous or semi-autonomous vehicle may be provided. With the customer's permission, the operation of the autonomous or semi-autonomous vehicle may be monitored to obtain operating data from one or more autonomous operation features. An operating status of the autonomous features may be determined based upon the operating data. After which, a change in the operating status of the autonomous features may be identified, and a report containing information regarding the change in the operating status of the autonomous features may be generated. Insurance discounts may be provided to risk averse customers that maintain their autonomous vehicles, and associated accident avoidance functionality, in good working condition.

A vehicle includes an inputter receiving an emergency stop command; an emergency stop condition determiner determining that an emergency stop condition is satisfied when a driver's state is determined as a predetermined inoperable state, a steering wheel is not operated for a predetermined time period, or a rate of change of a yaw rate of the vehicle exceeds a predetermined value; a sensor configured for detecting an obstacle around the vehicle; and a controller configured to determine whether the vehicle can avoid collision with a front obstacle only by braking without a lane change, to determine a risk area in an adjacent lane based on a braking distance of the vehicle and obstacle detection information in a lane adjacent to a driving lane of the vehicle, and to control the lane change or a braking process of the vehicle based on whether the obstacle is detected in the determined risk area.