Abstract:
A calibration jig for calibrating an image capturing device mounted on a machine is provided. A second rope is connected to a first rope at a first connection point. A third rope is connected to the first rope and the second rope at a second connection point and a third connection point respectively. The first, second, and third ropes, when taut, define the calibration triangle with the first, second, and the third connection points as vertices of the calibration triangle. A center rope is connected to the first connection point with a first anchor point associated with the machine. A first tether rope is connected to the second connection point of the calibration triangle with a second anchor point associated with the machine. A second tether rope is connected to the third connection point of the calibration triangle with a third anchor point associated with the machine.
Abstract:
A system for determining the position of a mobile machine is disclosed. The system may include a first sensor configured to generate a first signal indicative of a pose of the mobile machine, a second sensor configured to generate a second signal indicative of a parameter of the mobile machine, and a controller in communication with the first and second sensors. The controller may be configured to generate a measured pose of the mobile machine based on the first signal, to generate an estimated pose of the mobile machine based on the second signal, and to determine uncertainty values associated with each of the measured and estimated poses. The controller may be further configured to determine overlap of the uncertainty values, to selectively adjust the measured pose based on the overlap, and to determine a pose solution based on the estimated pose and adjustment of the measured pose.
Abstract:
A motion determination system is disclosed. The system may receive a first and a second camera image from a camera, the first camera image received earlier than the second camera image. The system may identify corresponding features in the first and second camera images. The system may receive range data comprising at least one of a first and a second range data from a range detection unit, corresponding to the first and second camera images, respectively. The system may determine first positions and the second positions of the corresponding features using the first camera image and the second camera image. The first positions or the second positions may be determined by also using the range data. The system may determine a change in position of the machine based on differences between the first and second positions, and a VO-based velocity of the machine based on the determined change in position.
Abstract:
A positioning system and method for determining a position of a machine on a worksite are disclosed. The method may store a map of the worksite which includes one or more known objects in the worksite. The method may determine whether a locating device associated with the machine is accurately providing the position of the machine. The method may also include detecting one or more objects in the worksite. The method may further determine an unmatched object from among the detected objects that does not match the one or more known objects stored in the map. The method may also store the unmatched object in the map as a known object of the worksite.
Abstract:
A control system for a machine, operating on a worksite is associated with an implement, which perform additive construction operations in accordance with a pre-determined implement control plan. The system includes a positioning system, one or more implement control actuators, and a controller. The positioning system is configured to determine positioning signals associated with, at least, a terrain of the worksite and any worksite objects existing thereon. The controller determine an available zone, in which the machine and implement are capable of executing the additive construction operations within the available zone, based on the positioning signals and the pre-determined implement control plan, and determine an operation zone, relative to a desired additive construction site on the worksite, within the available zone, wherein parameters of the operation zone are based, at least in part, on the available zone, the machine configuration, and the pre-determined implement control plan.
Abstract:
A method for calibrating an image capturing device mounted on a machine is provided. The image capturing device is configured to capture one or more images of a calibration target. The one or more images include a set of reference points corresponding to the calibration target. The method includes receiving a first positional data and a second positional data associated with the image capturing device and the calibration target respectively. The method includes generating, through the processor, a set of augmented reality points based on the first positional data and the second positional data. The method further includes overlaying, through the processor, the set of augmented reality points on the set of reference points displayed on the display. The method includes iteratively adjusting, through the processor, at least one of a roll, a yaw, or a pitch of the image capturing device until the set of augmented reality points align with the corresponding set of reference points.
Abstract:
A loading machine may include a position sensor associated with a bucket. The position sensor may be configured to generate position and orientation data of the bucket. The loading machine may also include a computer including a spotting location module in communication with, at least, the position sensor. The spotting location module may be configured to: receive the position and orientation data of the bucket generated by the position sensor; determine a spot point based on the received position and orientation data of the bucket; store the spot point; and associate the stored spot point with a subsequent location when the loading machine relocates.
Abstract:
System and methods for determining and controlling appropriate fluid delivery are disclosed. One method includes determining a first electrical conductivity value associated with soil at a first location of a worksite, determining a first global position associated with the first location, comparing the first electrical conductivity value to a first predetermined threshold associated with the first global position, and if the first electrical conductivity value is less than the first predetermined threshold, triggering a sprayer to spray the soil at the first location with fluid.
Abstract:
A system and method for estimating position of a machine is disclosed. The method may include receiving, from a perception sensor, scene data describing an environment in a vicinity of the machine and estimating a first position of the machine based on the scene data. The method may include determining whether a first signal indicative of a location of the machine is received by the machine and estimating a second position of the machine when it is determined that the first signal is received. The method may include comparing the second position with the first position and estimating a third position of the machine using at least one of the first position and the second position.
Abstract:
A positioning system and method for determining a position of a machine on a worksite are disclosed. The method may store a map of the worksite which includes one or more known objects in the worksite. The method may determine whether a locating device associated with the machine is accurately providing the position of the machine. The method may also include detecting one or more objects in the worksite. The method may further determine an unmatched object from among the detected objects that does not match the one or more known objects stored in the map. The method may also store the unmatched object in the map as a known object of the worksite.