2022
DOI: 10.3390/mi13071095
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Robust Walking for Humanoid Robot Based on Divergent Component of Motion

Abstract: In order to perform various complex tasks in place of humans, humanoid robots should walk robustly in the presence of interference. In the paper, an improved model predictive control (MPC) method based on the divergent components of motion (DCM) is proposed. Firstly, the humanoid robot model is simplified to a finite-sized foot-pendulum model. Then, the gait of the humanoid robot in the single-support phase (SSP) and double-support phase (DSP) is planned based on DCM. The center of mass (CoM) of the robot will… Show more

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Cited by 6 publications
(5 citation statements)
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“…There are generally three ways to plan the gait of a bipedal robot walking: offline planning, online planning, and online correction after offline planning [ 8 , 9 , 10 ]. Offline planning is based on the motion requirements of robots, which involves planning the motion trajectories of each joint in advance and is easy to implement.…”
Section: Introductionmentioning
confidence: 99%
“…There are generally three ways to plan the gait of a bipedal robot walking: offline planning, online planning, and online correction after offline planning [ 8 , 9 , 10 ]. Offline planning is based on the motion requirements of robots, which involves planning the motion trajectories of each joint in advance and is easy to implement.…”
Section: Introductionmentioning
confidence: 99%
“…According to the LIP kinetic model, a specific contact point can be calculated to stop bipedal movement, at which the system’s kinetic energy equals 0. The feet are completely still, which is called caption point (CP) or the divergent component of motion [ 28 ]. According to the definition of the DCM, we can obtain the following Formula ( 17 ): …”
Section: Control Principlementioning
confidence: 99%
“…The relationship between the motion divergence component ξ and the footstep coordinates u is divergent, as described by (28). To constrain this divergence relationship, we set the last step's footstep coordinates to be equal to ξ, resulting in an error of 0 between ξ and u.…”
Section: Forward Walkingmentioning
confidence: 99%
“…By solving this equation analytically, the CoM trajectory with the ZMP of interest can be calculated quickly. One of the control methods applied is linear-quadratic optimal control to find the COM path that tracks the ZMP reference and is often used to create a walking trajectory for humanoid robots [8,10,26,32,34,35].…”
Section: Zmp (Zero Moment Point) Trajectorymentioning
confidence: 99%
“…Designing a walking motion for a humanoid robot is a complex challenge. Many researchers have defined the walking motion using various approaches, one of which is the Linear Inverted Pendulum model [6][7][8][9][10]. Although this model is efficient for obtaining walking motion, the resulting gait is not very human-like.…”
Section: Introductionmentioning
confidence: 99%