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In this work we present a whole-body Nonlinear Model Predictive Control approach for Rigid Body Systems subject to contacts. We use a full dynamic system model which also includes explicit contact dynamics. Therefore, contact locations,…

Physical human-robot collaboration (pHRC) requires both compliance and safety guarantees since robots coordinate with human actions in a shared workspace. This paper presents a novel fixed-time adaptive neural control methodology for…

机器人学 · 计算机科学 2023-04-27 Yuzhu Sun , Mien Van , Stephen McIlvanna , Nguyen Minh Nhat , Sean McLoone , Dariusz Ceglarek , Shuzhi Sam Ge

Simplified models of the dynamics such as the linear inverted pendulum model (LIPM) have proven to perform well for biped walking on flat ground. However, for more complex tasks the assumptions of these models can become limiting. For…

机器人学 · 计算机科学 2016-01-05 Alexander Herzog , Nicholas Rotella , Stefan Schaal , Ludovic Righetti

A method is presented to analyze the stability of feedback systems with neural network controllers. Two stability theorems are given to prove asymptotic stability and to compute an ellipsoidal inner-approximation to the region of attraction…

系统与控制 · 电气工程与系统科学 2021-01-28 He Yin , Peter Seiler , Murat Arcak

We propose a novel Model Predictive Control (MPC) framework for a jet-powered flying humanoid robot. The controller is based on a linearised centroidal momentum model to represent the flight dynamics, augmented with a second-order nonlinear…

机器人学 · 计算机科学 2025-08-11 Davide Gorbani , Giuseppe L'Erario , Hosameldin Awadalla Omer Mohamed , Daniele Pucci

This letter proposes a dynamic joint communications and sensing (JCAS) framework to adaptively design dedicated sensing and communications precoders. We first formulate a stochastic control problem to maximize the long-term average…

信号处理 · 电气工程与系统科学 2025-03-19 Abolfazl Zakeri , Nhan Thanh Nguyen , Ahmed Alkhateeb , Markku Juntti

In this paper, we present a controller framework that synthesizes control policies for Jump Markov Linear Systems subject to stochastic mode switches and imperfect mode estimation. Our approach builds on safe and robust methods for Model…

系统与控制 · 电气工程与系统科学 2024-09-17 Zakariya Laouar , Qi Heng Ho , Rayan Mazouz , Tyler Becker , Zachary N. Sunberg

In this paper we present a direct adaptive control method for a class of uncertain nonlinear systems with a time-varying structure. We view the nonlinear systems as composed of a finite number of ``pieces,'' which are interpolated by…

最优化与控制 · 数学 2007-05-23 R. Ordonez , K. M. Passino

Failure detection and fault tolerant control are fundamental safety features of any aerial vehicle. With the emergence of complex, multi-body flying systems such as jet-powered humanoid robots, it becomes of crucial importance to design…

机器人学 · 计算机科学 2023-05-26 Gabriele Nava , Daniele Pucci

This paper generalizes recent results by the authors on noninvasive model-reference adaptive control designs for control-based continuation of periodic orbits in periodically excited linear systems with matched uncertainties to a larger…

最优化与控制 · 数学 2023-01-02 Yang Li , Harry Dankowicz

As more inverter-connected renewable resources are integrated into the grid, frequency stability may degrade because of the reduction in mechanical inertia and damping. A common approach to mitigate this degradation in performance is to use…

系统与控制 · 电气工程与系统科学 2021-12-30 Wenqi Cui , Yan Jiang , Baosen Zhang

Precise and high-fidelity force control is critical for new generations of robots that interact with humans and unknown environments. Mobile robots, such as wearable devices and legged robots, must also be lightweight to accomplish their…

机器人学 · 计算机科学 2022-07-07 Jeff Denis , Jean-Sebastien Plante , Alexandre Girard

Impact-aware tasks (i.e. on purpose impacts) are not handled in multi-objective whole body controllers of hu-manoid robots. This leads to the fact that a humanoid robot typically operates at near-zero velocity to interact with the external…

机器人学 · 计算机科学 2020-05-27 Yuquan Wang , Arnaud Tanguy , Pierre Gergondet , Abderrahmane Kheddar

This paper extends the Finite Elements with Switch Detection and Jumps (FESD-J) [1] method to problems of rigid body dynamics involving patch contacts. The FESD-J method is a high accuracy discretization scheme suitable for use in direct…

最优化与控制 · 数学 2024-03-22 Christian Dietz , Armin Nurkanović , Sebastian Albrecht , Moritz Diehl

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…

机器人学 · 计算机科学 2022-08-02 Mattia Risiglione , Victor Barasuol , Darwin G. Caldwell , Claudio Semini

The primary purpose of this article is to accomplish safe grasping task by means of dual one-link flexible manipulators. In order to design a force-sensor-less force control, the direct force control problem is reduced to common motion…

系统与控制 · 电气工程与系统科学 2022-08-19 Mahdi Hejrati

Endowing continuum robots with compliance while it is interacting with the internal environment of the human body is essential to prevent damage to the robot and the surrounding tissues. Compared with passive compliance, active compliance…

机器人学 · 计算机科学 2024-01-30 David Jakes , Zongyuan Ge , Liao Wu

We define "robotic contact juggling" to be the purposeful control of the motion of a three-dimensional smooth object as it rolls freely on a motion-controlled robot manipulator, or "hand." While specific examples of robotic contact juggling…

机器人学 · 计算机科学 2023-02-27 J. Zachary Woodruff , Kevin M. Lynch

In this work, we introduce a novel data-driven model-reference control design approach for unknown linear systems with fully measurable state. The proposed control action is composed by a static feedback term and a reference tracking block,…

系统与控制 · 电气工程与系统科学 2021-09-29 Valentina Breschi , Claudio De Persis , Simone Formentin , Pietro Tesi

In this paper, we propose a model predictive control (MPC) that accomplishes interactive robotic tasks, in which multiple contacts may occur at unknown locations. To address such scenarios, we made an explicit contact feedback loop in the…

机器人学 · 计算机科学 2024-11-04 Seo Wook Han , Maged Iskandar , Jinoh Lee , Min Jun Kim