Achieving a target gait behavior in a legged robot
A legged robot may seek to operate according to a target gait. The legged robot may include leg members and leg joints. Possibly based on the target gait and state of the legged robot, an ordered list of gait controllers may be obtained. The gait controllers in the ordered list may define respective gaits of the legged robot, and may include respective validity checks and output parameters for the respective gaits. The ordered list may begin with a target gait controller that defines the target gait. The ordered list may be traversed in order from the target gait controller until a validity check associated with a particular gait controller passes. The legged robot may be instructed to actuate the leg members and/or leg joints according to output parameters of the particular gait controller.
1. A method comprising:
receiving, at a processor of a legged robot, sensor information from one or more sensors of the legged robot, the legged robot including jointed legs;
determining, by the processor, an instantaneous state of the legged robot based on the sensor information, the instantaneous state comprising a velocity of the legged robot and a current gait of the legged robot;
determining, by the processor, a target gait for operating the legged robot on a ground surface;
obtaining, by the processor, an initial gait controller from an ordered list of gait controllers based on the target gait for operating the legged robot, each gait controller comprising:
a validity check associated with the target gait; and
one or more output parameters associated with the target gait, the one or more output parameters comprising target step locations to achieve the target gait and at least one of target joint torques or target joint angles for the jointed legs to achieve the target step locations;
determining, by the processor, whether the instantaneous state of the legged robot satisfies the validity check associated with the target gait for the initial gait controller;
when the instantaneous state of the legged robot satisfies the validity check associated with the target gait for the initial gait controller, instructing, by the processor, the jointed legs to actuate based on the one or more output parameters associated with the initial gait controller, the actuation of the jointed legs causing the legged robot to achieve the target gait; and
when the instantaneous state of the legged robot does not satisfy the validity check associated with the target gait for the initial gait controller:
obtaining, by the processor, a subsequent gait controller from the ordered list of gait controllers;
determining, by the processor, whether the instantaneous state of the legged robot satisfies a respective validity check associated with a respective gait for the subsequent gait controller; and
when the instantaneous state of the legged robot satisfies the respective validity check associated with the respective gait for the subsequent gait controller, instructing, by the processor, the jointed legs to actuate based on the one or more output parameters associated with the respective gait for the subsequent gait controller, the actuation of the jointed legs causing the legged robot to achieve the respective gait.
2. The method of claim 1 , wherein the respective gait of the subsequent gait controller comprises an intermediary gait for operating the legged robot, and wherein the actuation of the jointed legs based on the one or more output parameters associated with the respective gait for the subsequent gait controller causes the legged robot to achieve the intermediate gait.
3. The method of claim 1 , further comprising when the instantaneous state of the legged robot does not satisfy the respective validity check associated with the respective gait for the subsequent gait controller:
obtaining, by the processor, a plurality of gait controllers for operating the legged robot from the ordered list of gait controllers;
determining, by the processor, whether the instantaneous state of the legged robot satisfies a corresponding validity check associated with a corresponding gait for any of the obtained plurality of gait controllers; and
when the instantaneous state of the legged robot does not satisfy the corresponding validity check associated with the corresponding gait for any of the obtained gait controllers:
obtaining, by the processor, a recovery gait controller associated with a respective recovery gait for operating the legged robot and comprising one or more recovery output parameters associated with the respective recovery gait; and
instructing, by the processor, the jointed legs to actuate based on one or more recovery output parameters associated with the respective recovery gait for the recovery gait controller.
4. The method of claim 2 , further comprising, after instructing the jointed legs to actuate based on the one or more respective output parameters associated with the intermediary gait:
determining, by the processor, whether the instantaneous state of the legged robot satisfies the validity check associated with the target gait for the initial gait controller; and
when the instantaneous state of the legged robot satisfies the validity check associated with the target gait for the initial gait controller, instructing, by the processor, the jointed legs to actuate based on the one or more output parameters associated with the target gait, the actuation of the jointed legs causing the legged robot to achieve the target gait.
5. The method of claim 1 , wherein determining the target gait for operating the legged robot comprises receiving an input command from an external controller in communication with the processor for the legged robot, the input command comprising an instruction for the legged robot to perform the target gait.
6. The method of claim 1 , wherein determining the target gait for operating the legged robot comprises receiving an input command from an external controller in communication with the processor of the legged robot, the input command comprising an instruction to move the legged robot to a target geographical location.
7. The method of claim 1 , wherein the initial gait controller comprises one of a plurality of gait controllers associated with the ordered list of gait controllers.
8. The method of claim 7 , wherein at least one of the gait controllers of the ordered list of gait controllers comprises:
a cyclic gait controller defining respective touchdown timings and positions for feet of the legged robot that cause the legged robot to operate according to the respective gait;
an acyclic gait controller defining touchdown timings and positions for the feet that cause the legged robot to transition from one gait to another gait; or
a recovery gait controller defining touchdown timings and positions for the feet that cause the legged robot to recover from deviations from a cyclic gait or an acyclic gait.
9. The method of claim 1 , wherein the target gait for the initial gait controller comprises one of a standing gait, a slow-walk-to-stand gait, a slow-trot-to-stand gait, a slow walk gait, a slow trot gait, a medium-walk-to-slow-walk gait, a medium-trot-to-slow-trot gait, a medium walk gait, or a medium trot gait.
10. The method of claim 1 , wherein th, instantaneous state of the legged robot further comprises at least one of a position of the legged robot, an angle associated with each leg joint of a jointed leg, or a torque associated with each leg joint of the jointed leg.
11. A legged robot comprising:
jointed legs;
one or more sensors;
a processor in communication with the one or more sensors; and
a non-transitory computer-readable medium in communication with the processor and storing instructions, that when executed by the processor, cause the processor to perform operations comprising:
receiving sensor information from the one or more sensors of the legged robot;
determining an instantaneous state of the legged robot based on the sensor information, the instantaneous state comprising a velocity of the legged robot and a current gait of the legged robot;
determining a target gait for operating the legged robot on a ground surface;
obtaining an initial gait controller from an ordered list of gait controllers based on the target gait for operating the legged robot, each gait controller comprising:
a validity check associated with the target gait; and
one or more output parameters associated with the target gait, the one or more output parameters comprising target step locations to achieve the target gait and at least one of target joint torques or target joint angles for the jointed legs to achieve the target step locations;
determining whether the instantaneous state of the legged robot satisfies the validity check associated with the target gait for the initial gait controller;
when the instantaneous state of the legged robot satisfies the validity check associated with the target gait for the initial gait controller, instructing the jointed legs to actuate based on the one or more output parameters associated with the initial gait controller, the actuation of the jointed legs causing the legged robot to achieve the target gait; and
when the instantaneous state of the legged robot does not satisfy the validity check associated with the target gait for the initial gait controller:
obtaining a subsequent gait controller from the ordered list of gait controllers;
determining whether the instantaneous state of the legged robot satisfies a respective validity check associated with a respective gait for the subsequent gait controller; and
when the instantaneous state of the legged robot satisfies the respective validity check associated with the respective gait for the subsequent gait controller, instructing the jointed legs to actuate based on the one or more output parameters associated with a respective gait for the subsequent gait controller, the actuation of the jointed legs causing the legged robot to achieve the respective gait.
12. The legged robot of claim 11 , wherein the respective gait of the subsequent gait controller comprises an intermediary gait for operating the legged robot, and wherein the actuation of the jointed legs based on the one or more output parameters associated with the respective gait for the subsequent gait controller causes the legged robot to achieve the intermediate gait.
13. The legged robot of claim 11 , wherein the operations further comprise when the instantaneous state of the legged robot does not satisfy the respective validity check associated with the respective gait for the subsequent gait controller:
obtaining a plurality of gait controllers for operating the legged robot from the ordered list of gait controllers;
determining whether the instantaneous state of the legged robot satisfies a corresponding validity check associated with a corresponding gait for any of the obtained plurality of gait controllers; and
when the instantaneous state of the legged robot does not satisfy the corresponding validity check associated with the corresponding gait for any of the obtained gait controllers:
obtaining a recovery gait controller associated with a respective recovery gait for operating the legged robot and comprising one or more recovery output parameters associated with the respective recovery gait; and
instructing the jointed legs to actuate based on one or more recovery output parameters associated with the respective recovery gait for the recovery gait controller.
14. The legged robot of claim 12 , wherein the operations further comprise, after instructing the jointed legs to actuate based on the one or more respective output parameters associated with the intermediary gait:
determining whether the instantaneous state of the legged robot satisfies the validity check associated with the target gait for the initial gait controller; and
when the instantaneous state of the legged robot satisfies the validity check associated with the target gait for the initial gait controller, instructing the jointed legs to actuate based on the one or more output parameters associated with the target gait, the actuation of the jointed legs causing the legged robot to achieve the target gait.
15. The legged robot of claim 11 , wherein determining the target gait for operating the legged robot comprises receiving an input command from an external controller in communication with the processor for the legged robot, the input command comprising an instruction for the legged robot to perform the target gait.
16. The legged robot of claim 11 , wherein determining the target gait for operating the legged robot comprises receiving an input command from an external controller in communication with the processor of the legged robot, the input command comprising an instruction to move the legged robot to a target geographical location.
17. The legged robot of claim 11 , wherein the initial gait controller comprises one of a plurality of gait controllers associated with the ordered list of gait controllers.
18. The legged robot of claim 17 , wherein at least one of the gait controllers of the ordered list of gait controllers comprises:
a cyclic gait controller defining respective touchdown timings and positions for feet of the legged robot that cause the legged robot to operate according to the respective gait;
an acyclic gait controller defining touchdown timings and positions for the feet that cause the legged robot to transition from one gait to another gait; or
a recovery gait controller defining touchdown timings and positions for the feet that cause the legged robot to recover from deviations from a cyclic gait or an acyclic gait.
19. The legged robot of claim 11 , wherein the target gait for the initial gait controller comprises one of a standing gait, a slow-walk-to-stand gait, a slow-trot-to-stand gait, a slow walk gait, a slow trot gait, a medium-walk-to-slow-walk gait, a medium-trot-to-slow-trot gait, a medium walk gait, or a medium trot gait.
20. The legged robot of claim 11 , wherein the instantaneous state of the legged robot further comprises at least one of a position of the legged robot, an angle associated with each leg joint of a jointed leg, or a torque associated with each leg joint of the jointed leg.