2021
DOI: 10.1017/s0263574721001235
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Study of grasp-energy based optimal distribution of contact forces on a humanoid robotic hand during object grasp

Abstract: A novel grasp optimization algorithm for minimizing the net energy utilized by a five-fingered humanoid robotic hand with twenty degrees of freedom for securing a precise grasp is presented in this study. The algorithm utilizes a compliant contact model with a nonlinear spring and damper system to compute the performance measure, called ‘Grasp Energy’. The measure, subject to constraints, has been minimized to obtain locally optimal cartesian trajectories for securing a grasp. A case study is taken to compare … Show more

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Cited by 4 publications
(3 citation statements)
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“…Compared with the existing grippers that can grasp objects with complex shapes, such as five-fingered humanoid robotic hand [7], underactuated robotic hand [18], SAU-RFC hand [19], etc., the compliant gripper proposed in this paper has the advantages of compact structure, single degree of freedom and low manufacturing cost, and owns lower stiffness due to the usage of compliant joints.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…Compared with the existing grippers that can grasp objects with complex shapes, such as five-fingered humanoid robotic hand [7], underactuated robotic hand [18], SAU-RFC hand [19], etc., the compliant gripper proposed in this paper has the advantages of compact structure, single degree of freedom and low manufacturing cost, and owns lower stiffness due to the usage of compliant joints.…”
Section: Discussionmentioning
confidence: 99%
“…Yang et al [6] proposed an extreme learning machine based control scheme for uncertain robot manipulation or stopping performing tactile recognition. Mukherjee et al [7] worked on a grasp optimization algorithm, for minimizing the net energy utilized by a five-fingered humanoid robotic hand for securing a precise grasp.…”
Section: Introductionmentioning
confidence: 99%
“…This method is also often adopted to analyze the kinematics and statics of the manipulator. [19][20][21] In the aforementioned research, seldom were the kinetostatics discussed in screw coordinates in such a way. The main contributions of this paper are therefore as follows: (1) The proposed method is very concise in calculating the joint force of a serial robot based on the reciprocal screw.…”
Section: Introductionmentioning
confidence: 99%