Systems and methods for ground plane estimation
A method for estimating a ground plane includes receiving a pose of a robotic device with respect to a gravity aligned reference frame, receiving one or more locations of one or more corresponding contact points between the robotic device and a ground surface, and determining a ground plane estimation of the ground surface based on the orientation of the robotic device with respect to the gravity aligned reference frame and the one or more locations of one or more corresponding contact points between the robotic device and the ground surface. The ground plane estimation includes a ground surface contour approximation. The method further includes determining a distance between a body of the robotic device and the determined ground plane estimation and causing adjustment of the pose of the robotic device with respect to the ground surface based on the determined distance and the determined ground plane estimation.
1. A method comprising:
receiving, at a computing device, a pose of a robotic device with respect to a ground surface;
receiving, at the computing device, one or more contact points between the robotic device and the ground surface, each of the one or more contact points derived from sensor information generated by one or more sensors, each sensor of the one or more sensors associated with a respective leg of one or more legs of the robotic device;
determining, by the computing device, a ground plane estimation of the ground surface based on the pose of the robotic device with respect to the ground surface and the one or more contact points between the robotic device and the ground surface; and
commanding, by the computing device, the robotic device to adjust the pose with respect to the ground surface based on the ground plane estimation.
2. The method of claim 1 , further comprising, after determining the ground plane estimation of the ground surface:
determining, by the computing device, a distance between a body of the robotic device and the ground plane estimation,
wherein commanding the robotic device to adjust the pose with respect to the ground surface is further based on the determined distance.
3. The method of claim 1 , wherein each sensor of the one or more sensors is positioned on a respective foot of one or more feet of the robotic device, each foot of the one or more feet coupled to a respective leg of the one or more legs.
4. The method of claim 1 , wherein commanding the robotic device to adjust the pose with respect to the ground surface comprises commanding one or more feet of the robotic device to swing substantially parallel to the determined ground plane estimation to provide a consistent ground clearance, each foot of the one or more feet coupled to a respective leg of the one or more legs.
5. The method of claim 1 , wherein the ground plane estimation includes a flat-plane approximation of the shape of the ground surface, wherein the flat-plane approximation minimizes a distance between the one or more contact points and the determined ground plane estimation.
6. The method of claim 1 , wherein the ground plane estimation includes a ground surface contour approximation.
7. The method of claim 1 , further comprising receiving, at the computing device, a previously-determined ground plane estimation, wherein determining the ground plane estimation is further based on the previously-determined ground plane estimation.
8. The method of claim 7 , wherein the determined ground plane estimation is parallel to the previously-determined ground plane estimation.
9. A system comprising:
data processing hardware; and
memory hardware in communication with the data processing hardware, the memory hardware storing instructions that when executed on the data processing hardware cause the data processing hardware to perform operations comprising:
receiving a pose of a robotic device with respect to a ground surface;
receiving one or more contact points between the robotic device and the ground surface, each of the one or more contact points derived from sensor information generated by one or more sensors, each sensor of the one or more sensors associated with a respective leg of one or more legs of the robotic device;
determining a ground plane estimation of the ground surface based on the pose of the robotic device with respect to the ground surface and the one or more contact points between the robotic device and the ground surface; and
commanding the robotic device to adjust the pose with respect to the ground surface based on the ground plane estimation.
10. The system of claim 9 , further comprising, after determining the ground plane estimation of the ground surface:
determining a distance between a body of the robotic device and the ground plane estimation,
wherein commanding the robotic device to adjust the pose with respect to the ground surface is further based on the determined distance.
11. The system of claim 9 , wherein each sensor of the one or more sensors is positioned on a respective foot of one or more feet of the robotic device, each foot of the one or more feet coupled to a respective leg of the one or more legs.
12. The system of claim 9 , wherein commanding the robotic device to adjust the pose with respect to the ground surface comprises commanding one or more feet of the robotic device to swing substantially parallel to the determined ground plane estimation to provide a consistent ground clearance, each foot of the one or more feet coupled to a respective leg of the one or more legs.
13. The system of claim 9 , wherein the ground plane estimation includes a flat-plane approximation of the shape of the ground surface, wherein the flat-plane approximation minimizes a distance between the one or more contact points and the determined ground plane estimation.
14. The system of claim 9 , wherein the ground plane estimation includes a ground surface contour approximation.
15. The system of claim 9 , further comprising receiving a previously-determined ground plane estimation, wherein determining the ground plane estimation is further based on the previously-determined ground plane estimation.
16. The system of claim 15 , wherein the determined ground plane estimation is parallel to the previously-determined ground plane estimation.
17. A robotic device including:
a body
two or more legs extending from the body;
data processing hardware; and
non-transitory data storage comprising program logic executable by the at least one processor to cause the robotic device to perform functions comprising:
receiving a pose of the robotic device with respect to a ground surface;
receiving one or more contact points between the robotic device and the ground surface, each of the one or more contact points derived from sensor information generated by one or more sensors, each sensor of the one or more sensors associated with a respective leg of the two or more legs of the robotic device;
determining a ground plane estimation of the ground surface based on the pose of the robotic device with respect to the ground surface and the one or more contact points between the robotic device and the ground surface; and
commanding the robotic device to adjust the pose with respect to the ground surface based on the ground plane estimation.
18. The robotic device of claim 17 , further comprising, after determining the ground plane estimation of the ground surface:
determining a distance between a body of the robotic device and the ground plane estimation,
wherein commanding the robotic device to adjust the pose with respect to the ground surface is further based on the determined distance.
19. The robotic device of claim 17 , wherein each sensor of the one or more sensors is positioned on a respective foot of one or more feet of the robotic device, each foot of the one or more feet coupled to a respective leg of the one or more legs.
20. The robotic device of claim 17 , wherein commanding the robotic device to adjust the pose with respect to the ground surface comprises commanding one or more feet of the robotic device to swing substantially parallel to the determined ground plane estimation to provide a consistent ground clearance, each foot of the one or more feet coupled to a respective leg of the one or more legs.
21. The robotic device of claim 17 , wherein the ground plane estimation includes a flat-plane approximation of the shape of the ground surface, wherein the flat-plane approximation minimizes a distance between the one or more contact points and the determined ground plane estimation.
22. The robotic device of claim 17 , wherein the ground plane estimation includes a ground surface contour approximation.
23. The robotic device of claim 17 , further comprising receiving a previously-determined ground plane estimation, wherein determining the ground plane estimation is further based on the previously-determined ground plane estimation.
24. The robotic device of claim 23 , wherein the determined ground plane estimation is parallel to the previously-determined ground plane estimation.