Contact-space resolution model for a physically consistent view of simultaneous collisions in articulated-body systems: theory and experimental results

Author:

Ganguly Shameek1ORCID,Khatib Oussama1

Affiliation:

1. Department of Computer Science, Stanford University, Stanford, CA, USA

Abstract

Multi-surface interactions occur frequently in articulated-rigid-body systems such as robotic manipulators. Real-time prediction of contact-interaction forces is challenging for systems with many degrees of freedom (DOFs) because joint and contact constraints must be enforced simultaneously. While several contact models exist for systems of free rigid bodies, fewer models are available for articulated-body systems. In this paper, we extend the method of Ruspini and Khatib and develop the contact-space resolution (CSR) model by applying the operational space theory of robot manipulation. Through a proper choice of contact-space coordinates, the projected dynamics of the system in the contact space is obtained. We show that the projection into the dynamically consistent null space preserves linear and angular momentum in a subspace of the system dynamics complementary to the joint and contact constraints. Furthermore, we illustrate that a simultaneous collision event between two articulated bodies can be resolved as an equivalent simultaneous collision between two non-articulated rigid bodies through the projected contact-space dynamics. Solving this reduced-dimensional problem is computationally efficient, but determining its accuracy requires physical experimentation. To gain further insights into the theoretical model predictions, we devised an apparatus consisting of colliding 1-, 2-, and 3-DOF articulated bodies where joint motion is recorded with high precision. Results validate that the CSR model accurately predicts the post-collision system state. Moreover, for the first time, we show that the projection of system dynamics into the mutually complementary contact space and null space is a physically verifiable phenomenon in articulated-rigid-body systems.

Funder

Toyota Research Institute

Google X

Publisher

SAGE Publications

Subject

Applied Mathematics,Artificial Intelligence,Electrical and Electronic Engineering,Mechanical Engineering,Modeling and Simulation,Software

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Accurate edge detection for robotic welding through tactile exploration;2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2022-10-23

2. Predicting Impact-Induced Joint Velocity Jumps on Kinematic-Controlled Manipulator;IEEE Robotics and Automation Letters;2022-07

3. On Inverse Inertia Matrix and Contact-Force Model for Robotic Manipulators at Normal Impacts;IEEE Robotics and Automation Letters;2022-04

4. Exploratory Hand: Leveraging Safe Contact to Facilitate Manipulation in Cluttered Spaces;IEEE Robotics and Automation Letters;2021-07

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