Abstract: Apparatus for determining a current pose of a mobile autonomous apparatus is presented. In embodiments, an apparatus may include interface circuitry to receive detection and ranging data outputted by a Light Detection and Ranging (LIDAR) sensor that nominally sweeps and provides D degrees of detection and ranging data in continuous plurality of quanta, each covering a portion of the D degrees sweep, every time period T. The apparatus may further include pose estimation circuitry coupled to the interface circuitry to determine and provide a current pose of the mobile autonomous apparatus every fractional time period t, independent of when the LIDAR sensor actually completes each sweep. In embodiments, the apparatus may be disposed on the mobile autonomous apparatus.

Abstract: A method for detecting an object via a vehicular vision system includes disposing first and second cameras at respective locations at a vehicle so as to have respective first and second fields of view rearward of the vehicle. The locations are vertically and horizontally spaced apart by respective vertical and horizontal separation distances. With the first and second cameras disposed at the respective locations, the first field of view at least partially overlaps the second field of view. An electronic control unit (ECU) is provided that includes an image processor. Image data is captured by the cameras and provided to the ECU and processed at the ECU. The ECU, responsive to processing of captured image data and based on the separation distances, determines presence of an object in the overlapping region of the first and second fields of view and determines the location of the object relative to the vehicle.

Abstract: Boundary information associated with a three-dimensional (3D) flying space is obtained, including a boundary of the 3D flying space. Location information associated with an aircraft is obtained, including a location of the aircraft. Information is presented based at least in part on the boundary information associated with the 3D flying space and the location information associated with the aircraft, including by presenting, in a display, the boundary of the 3D flying space and an avatar representing the aircraft at the location of the aircraft.

Abstract: A method and a system for lane change prediction. The method includes collecting raw driving data, extracting a plurality of feature sets from the collected raw driving data, and obtaining corresponding lane change information. The lane change information indicates a status of lane change of a vehicle under each of the extracted feature sets. The method further includes automatically labeling each of the extracted plurality sets of features with the obtained corresponding lane change information. The method further includes training a lane change prediction model with the labeled plurality sets of features. Examples of the present disclosure further describe methods, systems, and vehicles for applying the lane change prediction model.

Abstract: A method for operating an assist system for a vehicle that includes a sensor device for detecting a directional characteristic value that is representative of a viewing direction of a driver of the vehicle. In the method, a calibration characteristic value is provided that is representative of a rest viewing direction of a standard driver. At least one initial direction characteristic value is determined, in dependence of which a rest characteristic value is determined that is representative of a rest viewing direction of the driver. A transformation characteristic value is determined based on the rest characteristic value, which is representative of a transformation between the rest characteristic value and the calibration characteristic value. Based on the transformation characteristic value, subsequently determined directional characteristic values are corrected.

Abstract: The vehicle control device sets a region including a stationary object on a road, calculates a passing position at which a host vehicle and an oncoming vehicle pass each other in accordance with a velocity of the host vehicle and a position and a velocity of the oncoming vehicle, calculates a first score that is a larger value as the velocity of the oncoming vehicle is greater, calculates a second score that is a larger value as an acceleration rate of the oncoming vehicle is greater, integrates the first score with the second score so as to calculate an integration score, and causes the host vehicle to decelerate when the integration score is greater than or equal to a predetermined value or causing the host vehicle to keep the velocity or accelerate when the integration score is smaller than the predetermined value.

Abstract: A control system includes a controller configured to determine a target speed between a first target position of a haul vehicle relative to a harvester and a second target position of the haul vehicle relative to the harvester based on a flow rate of agricultural product through a conveyor of the harvester. The haul vehicle is coupled to a storage compartment, an outlet of the conveyor is aligned with a first unloading point within the storage compartment while the haul vehicle is positioned at the first target position, and the outlet of the conveyor is aligned with a second unloading point within the storage compartment while the haul vehicle is positioned at the second target position. Furthermore, the controller is configured to output a control signal indicative of instructions to direct the haul vehicle from the first target position to the second target position at the target speed.

Abstract: A system and method for actively compensating excessive noise, vibration, and harshness (NVH) in a vehicle front suspension is provided. The method includes sensing a vibration in the vehicle front suspension; generating an input signal representing the vibration in the vehicle front suspension; filtering the input signal using a bandpass filter; and calculating a compensation signal using a proportional-integral-derivative (PID) controller. The method also includes generating a compensation torque, based on the compensation signal, by an electric power steering (EPS) system motor, with the motor coupled to the vehicle front suspension. Method steps for enabling and disabling the active compensation system are also provided. The active compensation is enabled in response to a turn-on criteria being satisfied. The turn-on criteria may include suspension vibration above a threshold, and the suspension vibration being not caused by driver input.

Abstract: An autonomous vehicle can obtain sensor data. Upon determining that the autonomous vehicle is in a lane adjacent a shoulder, and there is an object in the shoulder, the autonomous vehicle can determine if performing a lane change maneuver out of the lane prior to the autonomous vehicle being positioned adjacent to the object is feasible. If it is, the lane change maneuver can be performed. If it is not, a nudge maneuver and/or a deceleration can be performed.

Abstract: Provided is an electronic device that determines a final steering value and a final throttle value for controlling driving of a vehicle through a pre-trained first and second neural networks, and a method for operating the same.

Abstract: A control device outputs an operation signal of a work equipment and a swing body for moving a work equipment to a loading point when receiving a loading command signal. The control device does not output a dumping operation signal for causing the bucket to dump earth in a case where an azimuth direction in which the swing body faces is within a first region from a starting point azimuth direction to a predetermined reference azimuth direction, the starting point azimuth direction being an azimuth direction in which the swing body faces when the loading command signal is received. The control device outputs the dumping operation signal in a case where the azimuth direction is within a second region from the reference azimuth direction to an end point azimuth direction in which the swing body faces when the work equipment is positioned at the loading point.

Abstract: A vehicle control device includes a driving force setting unit and a motor controller. The driving force setting unit sets a first requested driving force on the basis of accelerator opening and makes dulling processing on it to set a second requested driving force. The motor controller controls a motor driving force on the basis of the second requested driving force. The motor controller executes a slip control on the condition that the driving wheel slips on accelerated travel. The slip control includes controlling the motor driving force on the basis of a limited driving force smaller than the second requested driving force. In stopping the slip control, the motor controller compares the first requested driving force and the motor driving force. On the condition that the former is smaller than the latter, the motor controller controls the motor driving force on the basis of the first requested driving force.

Abstract: A controller causes a host vehicle to decelerate when a velocity of an oncoming vehicle corresponding to a position of the oncoming vehicle distant from a stationary object by a predetermined distance is greater than or equal to a velocity threshold corresponding to the position of the oncoming vehicle distant from the stationary object by the predetermined distance in a case in which a passing position is present within a predetermined region, and causes the host vehicle to keep the velocity or accelerate when the velocity of the oncoming vehicle corresponding to the position of the oncoming vehicle distant from the stationary object by the predetermined distance is less than the velocity threshold corresponding to the position of the oncoming vehicle distant from the stationary object by the predetermined distance in the case in which the passing position is present within the region.

Abstract: A number of illustrative variations may include a method or product for sensing driver intervention in an autonomous steering system.

Abstract: A method for collecting and mapping eye movement data to vehicle data includes providing a vehicle having a plurality of sensors configured to capture vehicle characteristic data, an eye-movement tracking system configured to capture eye movement data, a wireless communication system, and a controller in communication with the plurality of sensors, the eye movement tracking system, and the wireless communication system, receiving the eye movement data and the vehicle characteristic data, analyzing the eye movement data and the vehicle characteristic data to temporally correlate the eye movement data and the vehicle characteristic data and generate a matched dataset, determining a predicted vehicle maneuver from the matched dataset, and transmitting the predicted vehicle maneuver to a nearby vehicle using V2X communication.

Abstract: Systems and methods are provided for applying an adaptive drive mode to a vehicle, including: the vehicle detecting selection of a drive mode and setting vehicle systems to correspond to the selected drive mode to place the vehicle in the selected drive mode; an adaptive drive mode circuit using vehicle sensor data to determine whether the vehicle is in a low-range mode of operation; and modifying the vehicle system settings that correspond to the selected drive mode if the vehicle is in low-range mode to adapt the vehicle system settings that correspond to the selected drive mode for the low-range mode of operation.

Abstract: The subject disclosure relates to techniques for application-based controls of a wheelchair-accessible autonomous vehicle. A process of the disclosed technology can include steps for receiving a request for a wheelchair-accessible autonomous vehicle (WAV) to execute an ingress function, wherein the ingress function includes a deployment of a wheelchair ramp by the WAV, sending an ingress command to the WAV in response to the request, wherein the ingress command comprises instructions cause the WAV to execute the ingress function at a specified pick-up location, and receiving feedback from the WAV, the feedback includes sensor data associated with a wheelchair ramp and status information associated with the ingress function. Machine-readable media and systems are also provided.

Abstract: A vehicle control system includes a controller configured to determine whether a vehicle is operating in an autonomous driving mode or in a manual driving mode; and a steering device for adjusting a position of a wheel of the vehicle when the vehicle is operating in the manual driving mode. The steering device includes a knob configured to rotate about a rotation axis; a shaft connected to the knob, the shaft rotating about the rotation axis together with the knob by a rotational force transmitted from the knob; and an elastic part coupled to the shaft. In particular, when the shaft rotates from a reference position by the rotational force, the elastic part is compressed, and when the rotational force is removed, the elastic part is relaxed to return the shaft to the reference position.

Abstract: A method of mowing multiple areas includes training a robotic mower to mow at least two areas separated by a space, including moving the robotic mower about the areas while storing data indicative of location of boundaries of each area relative to boundary markers, training the robotic mower to move across the space separating the areas, and initiating a mowing operation. Training the robotic mower to move across the space separating the areas includes moving the robotic mower to a traversal launch point of a first of the areas and moving the robotic mower to a traversal landing point of a second of the areas. The mowing operation causes the robotic mower to move to the traversal launch point, move from the traversal launch point across the space to the traversal landing point, and then mow the second of the areas.

Abstract: Systems and methods are provided herein for operating a vehicle in a K-turn mode. The K-turn mode is engaged in response to determining that an amount that at least one of the front wheels of the vehicle is turned exceeds a turn threshold. While operating in the K-turn mode, forward torque is provided to the front wheels of the vehicle. Further, backward torque is provided to the rear wheels of the vehicle. Yet further, the rear wheels of the vehicle remain substantially in static contact with a ground while the front wheels slip in relation to the ground.