Abstract: Presented are intelligent vehicle systems for off-road driving incident prediction and assistance, methods for making/operating such systems, and vehicles networking with such systems. A method for operating a motor vehicle includes a system controller receiving geolocation data indicating the vehicle is in or entering off-road terrain. Responsive to the vehicle geolocation data, the controller receives, from vehicle-mounted cameras, camera-generated images each containing the vehicle's drive wheel(s) and/or the off-road terrain's surface. The controller receives, from a controller area network bus, vehicle operating characteristics data and vehicle dynamics data for the motor vehicle. The camera data, vehicle operating characteristics data, and vehicle dynamics data is processed via a convolutional neural network backbone to predict occurrence of a driving incident on the off-road terrain within a prediction time horizon.

Abstract: An industrial integrated development environment (IDE) provides a development framework for designing, programming, and configuring multiple aspects of an industrial automation system using a common design environment and data model. Projects creating using embodiments of the IDE system can be built on an object-based model rather than, or in addition to, a tag-based architecture. To this end, the IDE system can support the use of automation objects that serve as building blocks for this object-based development structure. To ensure consistency within and between projects, as well as to ensure that a given industrial project is dynamically updated to reflect changes to an industrial asset's attributes (e.g., control code, visualization definitions, testing scripts, analytic code, etc.), embodiments of the IDE system can use automation object inheritance features to propagate changes made to an automation object definition to all instances of the automation object used throughout a control project.

Abstract: A method for operating an advanced driver assistance (ADAS) system of a motor vehicle includes a vehicle controller receiving, from side and end cameras mounted to the vehicle, camera signals indicative of real-time images of outboard-facing side and end views of the vehicle. The controller determines a region of interest (ROI) inset within each end/side view within which is expected foreign objects and/or hazards. These ROIs are analyzed to detect if a foreign object/hazard is present in the vehicle's end and/or side views. Responsive to detecting the foreign object/hazard, movement of the foreign object/hazard is tracked to determine if the foreign object/hazard moves towards or away from the vehicle's underbody region. If the foreign object/hazard moves to the underbody region, control signals are transmitted to the vehicle's propulsion and/or steering system to automate preventative action that prevents collision of the vehicle with and/or removes the foreign object/hazard from the underbody.

Abstract: A method for operating an advanced driver assistance (ADAS) system of a motor vehicle includes a vehicle controller receiving, from side and end cameras mounted to the vehicle, camera signals indicative of real-time images of outboard-facing side and end views of the vehicle. The controller determines a region of interest (ROI) inset within each end/side view within which is expected foreign objects and/or hazards. These ROIs are analyzed to detect if a foreign object/hazard is present in the vehicle's end and/or side views. Responsive to detecting the foreign object/hazard, movement of the foreign object/hazard is tracked to determine if the foreign object/hazard moves towards or away from the vehicle's underbody region. If the foreign object/hazard moves to the underbody region, control signals are transmitted to the vehicle's propulsion and/or steering system to automate preventative action that prevents collision of the vehicle with and/or removes the foreign object/hazard from the underbody.

Abstract: One general aspect includes a system to modify an image feed from a second camera of a vehicle, the system includes a memory configured to include one or more executable instructions and a processor configured to execute the executable instructions, where the executable instructions enable the processor to receive a first image feed from a first camera located on the vehicle; monitor one or more image characteristics of the first image feed; receive the second image feed from the second camera located on the vehicle; and based on the monitored one or more image characteristics of the first image feed, modify the second image feed such that one or more image characteristics of the second image feed are substantially similar to the monitored one or more image characteristics of the first image feed.

Abstract: A method for operating an advanced driver assistance (ADAS) system of a motor vehicle includes a vehicle controller receiving, from side and end cameras mounted to the vehicle, camera signals indicative of real-time images of outboard-facing side and end views of the vehicle. The controller determines a region of interest (ROI) inset within each end/side view within which is expected foreign objects and/or hazards. These ROIs are analyzed to detect if a foreign object/hazard is present in the vehicle's end and/or side views. Responsive to detecting the foreign object/hazard, movement of the foreign object/hazard is tracked to determine if the foreign object/hazard moves towards or away from the vehicle's underbody region. If the foreign object/hazard moves to the underbody region, control signals are transmitted to the vehicle's propulsion and/or steering system to automate preventative action that prevents collision of the vehicle with and/or removes the foreign object/hazard from the underbody.

Abstract: A method for operating an advanced park assist system of a vehicle includes a vehicle controller receiving, from front and side cameras mounted proximate front and side sections of the vehicle, real-time images of the vehicle's forward-facing and side-facing views. These images are analyzed to detect target elements present in the vehicle's forward-facing and/or side-facing views. Responsive to detecting a target element, heading control signals are transmitted to the vehicle's steering system to reposition the vehicle and thereby locate the target element at the center of the forward-facing view and at the top of the side-facing view. Speed control signals are transmitted to the vehicle's propulsion system to propel the vehicle such that the target element disappears from the side-facing view and moves to a calibrated distance from the vehicle body's front end. The control signals are modulated to align the vehicle with a target marker of the target element.

Abstract: A sensing tube diagnostic method and apparatus are provided. The apparatus includes: a sensor configured to transmit an electrical signal at a first part of a sensing tube and receive the transmitted signal at a second part of the sensing tube and a controller configured to determine a difference between the transmitted electrical signal and the received signal, and diagnose a condition of the sensing tube based on the determined difference.

Abstract: An automotive vehicle includes a vehicle body and a fascia coupled to the vehicle body. The vehicle also includes a rigid backer plate coupled to the body. The backer plate is disposed between the body and the fascia, and is spaced from the fascia. The vehicle further includes a compressible layer disposed between the fascia and the backer plate. The compressible layer has a first face proximate the fascia and a second face proximate the backer plate. The second face is provided with a recess to define a cavity between the compressible layer and the bumper plate. A pressure sensor is disposed in the cavity. The rigid backer plate has a backer plate face proximate the compressible layer and a rib member projecting from the backer plate face. The rib member is disposed at least partially in the cavity.

Abstract: An automotive vehicle includes a vehicle body and a fascia coupled to the vehicle body. The vehicle also includes a rigid backer plate coupled to the body. The backer plate is disposed between the body and the fascia, and is spaced from the fascia. The vehicle further includes a compressible layer disposed between the fascia and the backer plate. The compressible layer has a first face proximate the fascia and a second face proximate the backer plate. The second face is provided with a recess to define a cavity between the compressible layer and the bumper plate. A pressure sensor is disposed in the cavity. The rigid backer plate has a backer plate face proximate the compressible layer and a rib member projecting from the backer plate face. The rib member is disposed at least partially in the cavity.