Abstract: A controller may receive a command indicating a target roll angle, of an implement of the machine, relative to a chassis of the machine. The controller may detect a change in a roll angle of the chassis of the machine. The controller may filter the change to pass a low frequency change and remove a high frequency change. The controller may cause the target roll angle to be adjusted based on the low frequency change.

Abstract: One or more devices may receive target position data indicating a target position of an implement of the machine, the target position being determined based on operator control data indicating a position of an operator control associated with the machine. The one or more devices may determine a current position of the implement. The one or more devices may determine a command that causes the implement to move from the current position to the target position, wherein the command is determined based on the target position and the current position. The one or more devices may provide the command to cause the implement to move from the current position to the target position.

Abstract: A device may receive machine data indicating a pose of one or more components of a machine. The machine data may be generated based on first data from one or more first sensor devices associated with the machine. The device may generate validation data to validate the machine data. The validation data may be generated based on second data from a second set of sensor devices. The device may perform a comparison of the machine data and the validation data and determine, based the comparison, whether the machine data is validated or not validated. The device may selectively control an operation of the machine based on the machine data. Based on determining that the machine data is validated, the operation may be controlled based on the machine data. The operation may be controlled without the machine data based on determining that the machine data is not validated.