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Controlling large-scale particle or robot systems is challenging because of their high dimensionality. We use a centralized stochastic approach that allows for optimal control at the cost of a central element instead of a decentralized…

机器人学 · 计算机科学 2021-08-25 Babak Salamat , Christopher Johannes Starck , Heiko Hamann

The dynamic complexity of robots and mechatronic systems often pertains to the hybrid nature of dynamics, where governing equations consist of heterogenous equations that are switched depending on the state of the system. Legged robots and…

机器人学 · 计算机科学 2023-10-17 Harry Asada

We propose a generalization of Heisenberg picture quantum mechanics in which a Lagrangian and Hamiltonian dynamics is formulated directly for dynamical systems on a manifold with non--commuting coordinates, which act as operators on an…

高能物理 - 理论 · 物理学 2010-11-01 Stephen L. Adler

In this paper, we consider an arbitrary number of joints and their arbitrary joint locations along the center line of a displacement-actuated continuum robot. To achieve this, we revisit the derivation of the Clarke transform leading to a…

机器人学 · 计算机科学 2025-02-03 Reinhard M. Grassmann , Jessica Burgner-Kahrs

This paper presents a novel Koopman operator formulation for Euler Lagrangian dynamics that employs an implicit generalized momentum-based state space representation, which decouples a known linear actuation channel from state dependent…

机器人学 · 计算机科学 2026-03-02 Rajpal Singh , Aditya Singh , Chidre Shravista Kashyap , Jishnu Keshavan

The Euler-Lagrange equations (EL) are very important in the theoretical description of several physical systems. In this work we have used a simplified form of EL to study one-dimensional motions under the action of a constant force. From…

经典物理 · 物理学 2017-08-25 Clenilda F Dias , Vagson L Carvalho-Santos

Contact can be conceptualized as a set of constraints imposed on two bodies that are interacting with one another in some way. The nature of a contact, whether a point, line, or surface, dictates how these bodies are able to move with…

机器人学 · 计算机科学 2025-07-24 Andrew S. Morgan , Quentin Bateux , Mei Hao , Aaron M. Dollar

This article introduces the Clarke transform and Clarke coordinates, which present a solution to the disengagement of an arbitrary number of coupled displacement actuation of continuum and soft robots. The Clarke transform utilizes the…

机器人学 · 计算机科学 2024-09-26 Reinhard Grassmann , Anastasiia Senyk , Jessica Burgner-Kahrs

Soft continuum robots achieve complex deformation through elastic equilibrium, making their reachable motions governed jointly by structural design and actuation-induced mechanics. This work develops a general formulation that integrates…

机器人学 · 计算机科学 2025-12-01 Zhiwei Wu , Jiahao Luo , Siyi Wei , Jinhui Zhang

Reasoning about the physical world requires models that are endowed with the right inductive biases to learn the underlying dynamics. Recent works improve generalization for predicting trajectories by learning the Hamiltonian or Lagrangian…

机器学习 · 计算机科学 2020-10-27 Marc Finzi , Ke Alexander Wang , Andrew Gordon Wilson

We apply the method of controlled Lagrangians by potential shaping to Euler--Poincar\'e mechanical systems with broken symmetry. We assume that the configuration space is a general semidirect product Lie group $\mathsf{G} \ltimes V$ with a…

最优化与控制 · 数学 2023-03-24 César Contreras , Tomoki Ohsawa

We consider a mechanical system which is controlled by means of moving constraints. Namely, we assume that some of the coordinates can be directly assigned as functions of time by means of frictionless constraints. This leads to a system of…

经典分析与常微分方程 · 数学 2017-02-17 Alberto Bressan , Zipeng Wang

Model-based controllers can offer strong guarantees on stability and convergence by relying on physically accurate dynamic models. However, these are rarely available for high-dimensional mechanical systems such as deformable objects or…

机器人学 · 计算机科学 2026-02-10 Katharina Friedl , Noémie Jaquier , Seungyeon Kim , Jens Lundell , Danica Kragic

Starting with the first-order singular Lagrangian, the problem of the quantization of a dynamical system constrained to a submanifold embedded in the higher-dimensional Euclidean space is investigated within the framework of operatorial…

高能物理 - 理论 · 物理学 2015-06-23 M. Nakamura

In this short note we show that any action for $N$ interacting particles can be made invariant under gauged Galilean transformations. While resulting Lagrangian is generally very complicated its Hamiltonian has simple form with first class…

高能物理 - 理论 · 物理学 2026-04-14 J. Kluson

We have recently presented an extension of the standard variational calculus to include the presence of deformed derivatives in the Lagrangian of a system of particles and in the Lagrangian density of field-theoretic models. Classical…

数学物理 · 物理学 2017-06-30 J. Weberszpil , J. A. Helayël-Neto

The characteristic ``in-plane" bending associated with soft robots' deformation make them preferred over rigid robots in sophisticated manipulation and movement tasks. Executing such motion strategies to precision in soft deformable robots…

机器人学 · 计算机科学 2023-12-12 Lekan Molu , Shaoru Chen , Audrey Sedal

Collocated adaptive control of underactuated systems is still a main concern for the control community, all the more so because the collocated dynamics is no longer linear with respect to the constant base parameters. This work extends and…

系统与控制 · 计算机科学 2014-05-21 Francesco Romano , Daniele Pucci , Francesco Nori

In this letter, we demonstrate that previously proposed improved state parameterizations for soft and continuum robots are specific cases of Clarke coordinates. By explicitly deriving these improved parameterizations from a generalized…

机器人学 · 计算机科学 2025-03-18 Reinhard M. Grassmann , Jessica Burgner-Kahrs

A general non-local point transformation for position-dependent mass Lagrangians and their mapping into a "constant unit-mass" Lagrangians in the generalized coordinates is introduced. The conditions on the invariance of the related…

数学物理 · 物理学 2015-05-25 Omar Mustafa
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