公开(公告)号：US20230064815A1

公开(公告)日：2023-03-02

申请号：US17732568

申请日：2022-04-29

Applicant: UBTech Robotics Corp Ltd

Inventor： Qiuyue Luo ,  Ligang Ge ,  Yizhang Liu ,  Chunyu Chen ,  Jie Bai

IPC: B25J9/16 ,  B62D57/032 ,  B25J13/08

Abstract: A method for controlling gait of a biped robot includes: collecting a lateral center of mass (CoM) speed and a lateral CoM position of the biped robot when the biped robot walks in place, calculating phase variables of virtual constraints corresponding to the CoM of the biped robot in a first phase and a second phase according to the lateral CoM speed and the lateral CoM position; constructing motion trajectory calculation equations for the biped robot based on the phase variables corresponding to the first phase and the second phase, respectively; and finding inverse solutions for joints of the biped robot using the motion trajectory calculation equations to obtain joint angles corresponding to each of the joints of the biped robot to realize gait control.

公开(公告)号：US20220355479A1

公开(公告)日：2022-11-10

申请号：US17678030

申请日：2022-02-23

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Jie Bai ,  Yizhang Liu ,  Ligang Ge ,  Chunyu Chen ,  Qiuyue Luo ,  Youjun Xiong

IPC: B25J9/16

Abstract: A gait planning method and a robot using the same as well as a computer readable storage medium are provided. The method includes: determining a reference leg length l0 and a leg length variation range A of a robot; performing a trajectory planning on a length of at least one of the legs of the robot using; an equation including the reference leg length, the leg length variation range, and a preset recurrent excitation function of a time variable t. In this manner, the trajectory planning for the leg length of the robot during motion is performed according to the characteristics of motion scene such as robot jumping or running so that the change of the leg length of the robot is adapted to the motion process, which greatly improves the stability of the robot in the motion scene such as jumping or running.

公开(公告)号：US12280510B2

公开(公告)日：2025-04-22

申请号：US17678037

申请日：2022-02-23

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Chunyu Chen ,  Youjun Xiong ,  Yizhang Liu ,  Qiuyue Luo ,  Ligang Ge ,  Jie Bai ,  Jiangchen Zhou

IPC: B62D57/00 ,  B25J9/16 ,  B62D57/032

Abstract: A biped robot control methods and a biped robot using the same as well as a computer readable storage medium are provided. The method includes: obtaining an initial distance between a centroid of a double inverted pendulum model of the biped robot and a support point of the biped robot, an initial moving speed of the centroid and an initial displacement of the centroid; calculating a measured value of a stable point of the doable inverted pendulum model based on the initial distance and the initial moving speed; calculating a control output quantity based on the initial moving speed and the measured value of the stable point; calculating a desired displacement of the centroid of the double-inverted pendulum model based on the initial moving speed, the initial displacement, and the control output quantity; and controlling the biped robot to move laterally according to the desired displacement.

公开(公告)号：US12138803B2

公开(公告)日：2024-11-12

申请号：US18089588

申请日：2022-12-28

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Chunyu Chen ,  Yizhang Liu ,  Ligang Ge ,  Jie Bai ,  Jiangchen Zhou ,  Qiuyue Luo ,  Youjun Xiong

IPC: B25J9/16 ,  B25J13/08 ,  B62D57/032

Abstract: A method for controlling a legged robot includes: in response to detection of a collision event associated with a foot of a swing leg of the biped robot, terminating a trajectory component planning of the swing leg in a collision direction; calculating a position offset in the collision direction according to an external force that is received by the foot of the swing leg in the collision direction and obtained in real time, based on a foot dragging control mode, and determining a replanned trajectory component in the collision direction based on the position offset; and controlling the swing leg to move based on the replanned trajectory component in the collision direction and a desired trajectory component of the swing leg in a non-collision direction.

公开(公告)号：US20230191604A1

公开(公告)日：2023-06-22

申请号：US18071462

申请日：2022-11-29

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Ligang Ge ,  Yizhang Liu ,  Chunyu Chen ,  Qiuyue Luo ,  Jiangchen Zhou ,  Meng Yan ,  Youjun Xiong

IPC: B25J9/16 ,  G05B19/4155

CPC classification number: B25J9/1664 ,  B25J9/1605 ,  G05B19/4155 ,  G05B2219/50391

Abstract: A robot stability control method includes: obtaining a desired zero moment point (ZMP) and a fed-back actual ZMP of a robot at a current moment; based on a ZMP tracking control model, the desired ZMP and the actual ZMP, calculating a desired value of a motion state of a center of mass of the robot at the current moment, wherein the desired value of the motion state of the center of mass comprises a correction amount of the position of the center of mass; based on a spring-mass-damping-acceleration model and the desired value of the motion state of the center of mass, calculating a lead control input amount for the correction amount of the position of the center of mass; and controlling motion of the robot according to the lead control input amount and a planned value of the position of the center of mass at the current moment.

公开(公告)号：US12226903B2

公开(公告)日：2025-02-18

申请号：US17732568

申请日：2022-04-29

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Qiuyue Luo ,  Ligang Ge ,  Yizhang Liu ,  Chunyu Chen ,  Jie Bai

IPC: B25J9/16 ,  B25J13/08 ,  B62D57/032

Abstract: A method for controlling gait of a biped robot includes: collecting a lateral center of mass (CoM) speed and a lateral CoM position of the biped robot when the biped robot walks in place; calculating phase variables of virtual constraints corresponding to the CoM of the biped robot in a first phase and a second phase according to the lateral CoM speed and the lateral CoM position; constructing motion trajectory calculation equations for the biped robot based on the phase variables corresponding to the first phase and the second phase, respectively; and finding inverse solutions for joints of the biped robot using the motion trajectory calculation equations to obtain joint angles corresponding to each of the joints of the biped robot to realize gait control.

公开(公告)号：US11926056B2

公开(公告)日：2024-03-12

申请号：US17678030

申请日：2022-02-23

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Jie Bai ,  Yizhang Liu ,  Ligang Ge ,  Chunyu Chen ,  Qiuyue Luo ,  Youjun Xiong

IPC: G06F17/00 ,  B25J9/16

CPC classification number: B25J9/1664

Abstract: A gait planning method and a robot using the same as well as a computer readable storage medium are provided. The method includes: determining a reference leg length l0 and a leg length variation range A of a robot; performing a trajectory planning on a length of at least one of the legs of the robot using; an equation including the reference leg length, the leg length variation range, and a preset recurrent excitation function of a time variable t. In this manner, the trajectory planning for the leg length of the robot during motion is performed according to the characteristics of motion scene such as robot jumping or running so that the change of the leg length of the robot is adapted to the motion process, which greatly improves the stability of the robot in the motion scene such as jumping or running.

公开(公告)号：US12292738B2

公开(公告)日：2025-05-06

申请号：US18222448

申请日：2023-07-16

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Qiuyue Luo ,  Ligang Ge ,  Yizhang Liu ,  Jie Bai ,  Youjun Xiong

IPC: B25J11/00 ,  B25J9/10 ,  G05D1/00

Abstract: A trajectory planning method, a computer-readable storage medium, and a robot are provided. The method includes: constructing a phase variable of a trajectory planning of a robot, where the phase variable is a function of two position components of a torso of the robot on a horizontal plane; and performing, using the phase variable replacing a time variable, the trajectory planning on a swinging leg of the robot in each preset coordinate axis direction. In this manner, the robot can no longer continue to follow the established trajectory after being disturbed by the environment, but make state adjustments according to the disturbance received to offset the impact of the disturbance, thereby maintaining walking stability and avoiding the problem of early or late landing of the swinging leg.

公开(公告)号：US12285870B2

公开(公告)日：2025-04-29

申请号：US18070313

申请日：2022-11-28

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Chunyu Chen ,  Ligang Ge ,  Yizhang Liu ,  Jiangchen Zhou ,  Qiuyue Luo ,  Youjun Xiong

IPC: B25J9/16 ,  B25J13/08 ,  B62D57/032

Abstract: A method of controlling a robot includes: obtaining an inertia matrix and a slack variable of the robot, and determining a momentum equation of the robot according to the inertia matrix and the slack variable; obtaining reference joint angles corresponding to a reference action of the robot; determining an optimization objective function of the momentum equation according to a first preset weight coefficient of the slack variable and a second preset weight coefficient of the reference joint angles; and determining joint angles of the robot according to the optimization objective function, and driving the robot to move according to the joint angles of the robot.

公开(公告)号：US20230234655A1

公开(公告)日：2023-07-27

申请号：US18091327

申请日：2022-12-29

Applicant: UBTECH ROBOTICS CORP LTD

Inventor： Ligang Ge ,  Yizhang Liu ,  Qiuyue Luo ,  Chunyu Chen ,  Xuan Luo ,  Jiangchen Zhou

IPC: B62D57/032 ,  G05D1/02 ,  B25J17/00

CPC classification number: B62D57/032 ,  G05D1/0212 ,  B25J17/00 ,  G05D2201/0217

Abstract: A robot step control method, a robot control apparatus, and a storage medium are provided. The method includes: determining an expected support force of two legs of a biped robot according to zero-moment point planning data and actual position data of the two legs at a current moment, and determining a current desired joint posture angle of ankle joints of the two legs and a desired joint position matching an actual leg support state using a compliance control algorithm based on an expected support force of the two legs, and centroid movement planning data, centroid actual movement data, step planning data and actual force data of the two legs at the current moment. In such manner, all-direction compliant controls can be performed on a desired leg pose condition according to the actual motion status of the biped robot, thereby improving the walking stability and terrain adaptability of the biped robot.