Among other things, we describe techniques for implementing a vehicle response to sensor failure. In general, one innovative aspect of the subject matter described in this specification can be embodied in methods that include receiving information from a plurality of sensors coupled to a vehicle, determining that a level of confidence of the received information from at least one sensor of a first subset of sensors of the plurality of sensors is less than a first threshold, comparing a number of sensors in the first subset of sensors to a second threshold, and adjusting the driving capability of the vehicle to rely on information received from a second subset of sensors of the plurality of sensors, wherein the second subset of sensors excludes the at least one sensor of the first subset of sensors.

Among other things, we describe techniques for implementing a vehicle response to sensor failure. In general, one innovative aspect of the subject matter described in this specification can be embodied in methods that include receiving information from a plurality of sensors coupled to a vehicle, determining that a level of confidence of the received information from at least one sensor of a first subset of sensors of the plurality of sensors is less than a first threshold, comparing a number of sensors in the first subset of sensors to a second threshold, and adjusting the driving capability of the vehicle to rely on information received from a second subset of sensors of the plurality of sensors, wherein the second subset of sensors excludes the at least one sensor of the first subset of sensors.

A vehicle automatic deceleration control device includes a driver imaging camera as a driver state detection device that detects a state of a driver and a control unit that automatically decelerates a vehicle at a predetermined deceleration to stop the vehicle by controlling a brake device when the driver is detected to be in a state in which the driver is unsuitable for driving. The control unit is configured to determine whether a road on which the vehicle is traveling is a motorway, set the predetermined deceleration to a first deceleration when the road is determined to be the motorway, and set the predetermined deceleration to a second deceleration that is higher than the first deceleration when the road is determined not to be the motorway.

An illumination system and method of ground and other illuminating that comprises a plurality of sensors that scan/detect the exterior area around the vehicle and at least one controller, the system selectively turning on/off a series of lighting elements placed strategically around the vehicle to allow light to be directed to at least one ground or other surface at the persons at all times or any predetermined time. A controller is provided to activate ground lighting in coordination with sensor signals identifying where an individual or object are located in predetermined proximity to the vehicle.

An illumination system and method of ground and other illuminating that comprises a plurality of sensors that scan/detect the exterior area around the vehicle and at least one controller, the system selectively turning on/off a series of lighting elements placed strategically around the vehicle to allow light to be directed to at least one ground or other surface at the persons at all times or any predetermined time. A controller is provided to activate ground lighting in coordination with sensor signals identifying where an individual or object are located in predetermined proximity to the vehicle.

A system includes a tracking system, a controller-circuit, and a device. The tracking system is configured to detect and track an object, and includes one or more of a computer vision system, a radar system, and a LIDAR system. The controller-circuit is disposed in a host vehicle, and is configured to receive detection signals from the tracking system, process the detection signals, determine, whether an object is detected based on the processed detecting signals, and in accordance with a determination that an object is detected, output command signals. The device is adapted to be mounted to the host vehicle, and is configured to receive the command signals and thereby provide a dynamic visual indication adapted to change in accordance with orientation changes between the host vehicle and the object. The dynamic visual indication is viewable from outside of the host vehicle.

A system includes a tracking system, a controller-circuit, and a device. The tracking system is configured to detect and track an object, and includes one or more of a computer vision system, a radar system, and a LIDAR system. The controller-circuit is disposed in a host vehicle, and is configured to receive detection signals from the tracking system, process the detection signals, determine, whether an object is detected based on the processed detecting signals, and in accordance with a determination that an object is detected, output command signals. The device is adapted to be mounted to the host vehicle, and is configured to receive the command signals and thereby provide a dynamic visual indication adapted to change in accordance with orientation changes between the host vehicle and the object. The dynamic visual indication is viewable from outside of the host vehicle.

A vehicle includes: a plurality of sensor devices that determine a driver state; a driver state determining device that receives detection results from a plurality of sensor devices and determines whether the driver state is a dangerous state; and a driving assistance device that performs lane keeping control and speed control of a vehicle and transmits a network connection request to a management server when the driver state determining device has determined the dangerous state.

A vehicle includes: a plurality of sensor devices that determine a driver state; a driver state determining device that receives detection results from a plurality of sensor devices and determines whether the driver state is a dangerous state; and a driving assistance device that performs lane keeping control and speed control of a vehicle and transmits a network connection request to a management server when the driver state determining device has determined the dangerous state.

A vehicle may include a movable roof, a sensor supported by the roof, and an actuator for selectively raising and lowering the roof.