System and method for robotic gripping utilizing dynamic collision modeling for vacuum suction and finger control
The present disclosure generally relates to a robotic gripping system and method that utilizes vacuum suction and finger grasping, wherein the suction and grasping are actuated based on a dynamic collision model. In an exemplary embodiment, the present disclosure is directed to generating collision scenes of a surrounding environment which is used to determine possible collisions in a motion path, and which is used to selectively actuate the vacuum suction and/or finger grasping.
1. A method of controlling a robotic apparatus for manipulating objects, comprising:
capturing an image of an environment surrounding the robotic apparatus;
generating a collision scene from the image, wherein the collision scene indicates the presence or absence of objects in the environment surrounding the robotic apparatus;
generating a first pose for the robotic apparatus;
generating a motion path for the robotic apparatus;
determining if the first pose will allow the robotic apparatus to complete the motion path based on comparing the motion path to the collision scene; and
generating a second pose if the first pose does not allow the robotic apparatus to complete the motion path.
2. The method of claim 1 , wherein the first and second poses include a specific orientation of at least one finger coupled to the robotic apparatus.
3. The method of claim 1 , wherein the first and second poses include a specific orientation of at least two fingers coupled to the robotic apparatus.
4. The method of claim 1 , wherein the collision scene is generated based on capturing an image within a threshold area surrounding the robotic apparatus.
5. The method of claim 1 , further comprising modifying the motion path if the first pose or the second pose does not allow the robotic apparatus to complete the motion path.
6. The method of claim 1 , wherein the motion path includes waypoints between a start state and an end state.
7. The method of claim 1 , wherein the first pose and the second pose include an extension distance for a suction gripper coupled to the robotic apparatus.