论文标题

部分可观测时空混沌系统的无模型预测

A Whole-Body Controller Based on a Simplified Template for Rendering Impedances in Quadruped Manipulators

论文作者

Risiglione, Mattia, Barasuol, Victor, Caldwell, Darwin G., Semini, Claudio

论文摘要

在自主操作,远程操作或物理人类机器人相互作用期间与外力打交道时,四足动物需要合规。本文介绍了一个全身控制器,允许实施笛卡尔阻抗控制,以协调跟踪性能以及对机器人基础和操纵器组的理想合规性。控制器是通过使用二次编程(QP)的优化问题来制定的,以对系统施加所需的行为,同时满足摩擦锥约束,单侧力限制,关节和扭矩限制。提出的策略将平台的手臂和底座取代,从而实施了线性双质量弹簧减震器系统的行为,并允许独立调整其惯性,刚度和阻尼特性。使用配备了7多道操纵臂的90kg HYQ机器人通过广泛的模拟研究来验证控制架构。仿真结果表明,当在臂的最终效用器上应用外力时,阻抗渲染性能。该论文介绍了完整姿势条件(地面上的所有腿)的结果,并且还首次显示了在动态步态过程中接触条件的阻抗渲染如何影响。

Quadrupedal manipulators require to be compliant when dealing with external forces during autonomous manipulation, tele-operation or physical human-robot interaction. This paper presents a whole-body controller that allows for the implementation of a Cartesian impedance control to coordinate tracking performance and desired compliance for the robot base and manipulator arm. The controller is formulated through an optimization problem using Quadratic Programming (QP) to impose a desired behavior for the system while satisfying friction cone constraints, unilateral force constraints, joint and torque limits. The presented strategy decouples the arm and the base of the platform, enforcing the behavior of a linear double-mass spring damper system, and allows to independently tune their inertia, stiffness and damping properties. The control architecture is validated through an extensive simulation study using the 90kg HyQ robot equipped with a 7-DoF manipulator arm. Simulation results show the impedance rendering performance when external forces are applied at the arm's end-effector. The paper presents results for full stance condition (all legs on the ground) and, for the first time, also shows how the impedance rendering is affected by the contact conditions during a dynamic gait.

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