Individually-identifiable data included in observation information of a driver or the like of a vehicle or data for which recording processing is not permitted in a personal information protection regulation is abstracted or encrypted and recorded. A driver information acquisition unit that acquires the observation information of the driver of the vehicle and a data processing unit that inputs the observation information and executes data processing are included. The data processing unit divides the observation information into conversion unnecessary data and conversion necessary data, executes abstraction processing or encryption processing for the conversion necessary data, and stores conversion data such as abstraction data or encryption data in a storage unit. The data processing unit executes the abstraction processing or the encryption processing for the individually-identifiable data included in the observation information or the data for which recording processing is not permitted in the personal information protection regulation as the conversion necessary data.

A vehicular control system includes a camera disposed at a vehicle and having a field of view exterior of the vehicle. Data is wirelessly transmitted from the vehicle to a data cloud. An image processor processes image data captured by the camera to detect objects present within the field of view of the camera. Data is wirelessly received at the vehicle from the data cloud concerning a potential hazard existing exterior of the vehicle that has not yet been detected via processing by the image processor of image data captured by the camera. Responsive at least in part to the vehicular control system detecting the potential hazard via the image processor processing image data captured by the camera, the vehicular control system controls at least one vehicle function of the vehicle to mitigate collision with the potential hazard.

A vehicular parking system includes a plurality of exterior viewing cameras, at least one receiver and a control. The control, when the vehicle is located at an entrance of a parking structure, controls the vehicle to autonomously drive the vehicle from the entrance of the parking structure toward a parking location in the parking structure. The parking structure includes a positioning system having a plurality of short range communication devices at known locations at the parking structure. Responsive to communication signals generated by the devices, the control determines the location of the vehicle relative to the known locations and drives the vehicle from the entrance of the parking structure toward the parking location in the parking structure. With the vehicle positioned at the parking location, and responsive at least to image processing by the image processor of captured image data, the control parks the vehicle in the parking location.

A system for displaying information is intended to be incorporated in a motor vehicle including at least a dashboard, a central console, a display screen on the central façade and a front windscreen. The display system includes a manual or automatic selection device for selecting among at least three display modes each containing information, being progressively off-centre with respect to the vehicle.

Among other things, a model is maintained of an environment of a vehicle. A hypothetical object in the environment that cannot be perceived by sensors of the vehicle is included in the model.

An operating method is for a redundant sensor arrangement of a vehicle system. The sensor arrangement includes two controllers and multiple sensors. Individual sensors of the multiple sensors, in a normal mode of the vehicle system, are each coupled to a controller embodied as a primary controller and, in an emergency mode of the vehicle system, are each coupled to a controller embodied as a secondary controller and are supplied with power. The corresponding controller coupled to the sensors receives and evaluates signals from the individual sensors. Initialization of the sensor arrangement involves an operating voltage being applied to both controllers and a check on the sensor arrangement being performed. The sensors, in a first checking step, are coupled to a first controller and are checked by the latter and decoupled from a second controller, and the first controller subsequently hands over the sensors to the second controller.

A system for transitioning a vehicle from an autonomous mode in response to a handover event, the system includes one or more processors and a memory device operably coupled with the one or more processors. The memory device stores a driver assessment module, an operational condition adjustment module, and a transitioning module. The driver assessment module configures the one or more processors to determine an ability level and a comfort level of a driver of the vehicle in response to the handover event. The operational condition adjustment module configures the one or more to adjust at least one operating condition of the vehicle to be within the ability level of the driver and comfort level. The transitioning module configures the one or more processors to transition the vehicle from the autonomous mode to a driver input mode.

An off-road vehicle speed control assembly that includes a speed control device, a speed sensor, tire pressure sensors and an electronic controller. The speed control device controls speed of a vehicle power plant. The electronic controller is in electronic communication with the speed control device, the speed sensor and the plurality of tire pressure sensors and is configured to operate the speed control device in at least two different modes of operation: a normal mode in which the plurality of tires are inflated to a high-speed tire pressure; and, a first off-road mode in which the plurality of tires are inflated to a first off-road tire pressure that is less than the high-speed tire pressure. In the normal mode, speeds of the vehicle are unrestricted by the electronic controller. In the first off-road mode, speed of the vehicle is restricted.

Generating control effort to control an autonomous driving vehicle (ADV) includes determining a direction (forward or reverse) in which the ADV is driving and selecting a driving model and a predictive model based upon the direction. In a forward direction, the driving model is a dynamic model, such as a “bicycle model,” and the predictive model is a look-ahead model. In a reverse direction, the driving model is a hybrid dynamic and kinematic model and the predictive model is a look-back model. Current and predicted lateral error and heading error are determined using the driving model and predictive model, respectively. A linear quadratic regulator (LQR) uses the current and predicted lateral error and heading errors to determine a first control effort An augmented control logic determines a second, additional, control effort, to determine a final control effort that is output to a control module to drive the ADV.

An integrated control apparatus and method for a vehicle are provided. The integrated control apparatus for the vehicle includes: a sensor unit comprising one or more sensing devices provided in the vehicle, wherein each of the one or more sensing devices provides driving environment information by sensing driving environments of the vehicle; an integrated control unit configured to generate one or more control commands for driving control of the vehicle based on one or more pieces of driving condition information of the vehicle received from a network of the vehicle and each driving environment information received from the sensor unit, mediate the generated control commands according to priorities determined based on driving safety of the vehicle and assigned to the respective control commands, and generate a final control command in which output response characteristic of the driving control according to the control command having higher priority is optimized.