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This paper explores the development of a control and sensor strategy for an industrial wearable wrist exoskeleton by classifying and predicting workers' actions. The study evaluates the correlation between exerted force and effort…

信号处理 · 电气工程与系统科学 2025-06-02 Roberto F. Pitzalis , Nicholas Cartocci , Christian Di Natali , Darwin G. Caldwell , Giovanni Berselli , Jesús Ortiz

We propose reaching steps towards the real-time strain control of multiphysics, multiscale continuum soft robots. To study this problem fundamentally, we ground ourselves in a model-based control setting enabled by mathematically precise…

系统与控制 · 电气工程与系统科学 2025-05-09 Lekan Molu

Physical activity is important for health and wellbeing, but only few fulfill the World Health Organization's criteria for physical activity. The development of a robotic exercise trainer can assist in increasing training accessibility and…

机器人学 · 计算机科学 2022-09-07 Maya Krakovski , Naama Aharony , Yael Edan

We present and evaluate a prototype social robot to encourage daily exercise among older adults in a home setting. Our prototype system, designed to lead users through exercise sessions with motivational feedback, was assessed through a…

人机交互 · 计算机科学 2024-03-08 Victor Nikhil Antony , Chien-Ming Huang

Running is a fundamental form of human locomotion and a key task for evaluating neuromuscular control and lower-limb coordination. In recent years, muscle synergy analysis based on surface electromyography (sEMG) has become an important…

定量方法 · 定量生物学 2026-01-01 Ye Ma , Shixin Lin , Shengxing Fu , Yuwei Liu , Chenyi Guo , Dongwei Liu , Meijin Hou

Given a dataset of expert trajectories, standard imitation learning approaches typically learn a direct mapping from observations (e.g., RGB images) to actions. However, such methods often overlook the rich interplay between different…

机器人学 · 计算机科学 2026-04-14 Zixuan Huang , Huaidian Hou , Dmitry Berenson

For robots with low rigidity, determining the robot's state based solely on kinematics is challenging. This is particularly crucial for a robot whose entire body is in contact with the environment, as accurate state estimation is essential…

机器人学 · 计算机科学 2024-10-22 Kengo Iwao , Hikaru Arita , Kenji Tahara

In hybrid industrial environments, workers' comfort and positive perception of safety are essential requirements for successful acceptance and usage of collaborative robots. This paper proposes a novel human-robot interaction framework in…

机器人学 · 计算机科学 2023-01-02 Marta Lagomarsino , Marta Lorenzini , Elena De Momi , Arash Ajoudani

Background The development of a simulation model of full body reaching tasks that can predict endeffector trajectories and joint excursions consistent with experimental data is a non-trivial task. Because of the kinematic redundancy…

系统与控制 · 计算机科学 2011-08-10 Daohang Sha , James S Thomas

Series elastic robots are best able to follow trajectories which obey the limitations of their actuators, since they cannot instantly change their joint forces. In fact, the performance of series elastic actuators can surpass that of ideal…

机器人学 · 计算机科学 2018-07-18 Rachel Schlossman , Gray C. Thomas , Orion Campbell , Luis Sentis

This paper proposes a preliminary work on a Conditional Task and Motion Planning algorithm able to find a plan that minimizes robot efforts while solving assigned tasks. Unlike most of the existing approaches that replan a path only when it…

机器人学 · 计算机科学 2020-09-08 Nicola Castaman , Elisa Tosello , Enrico Pagello

Existing robotic lower-limb prostheses use autonomous control to address cyclic, locomotive tasks, but they are inadequate to operate the prosthesis for daily activities that are non-cyclic and unpredictable. To address this challenge, this…

机器人学 · 计算机科学 2022-02-21 Chinmay Shah , Aaron Fleming , Varun Nalam , He , Huang

The integration of technology into exercise regimens has emerged as a strategy to enhance normal human capabilities and return human motor function after injury or illness by enhancing motor learning and retention. Much research has focused…

The purpose of this research is to design, fabricate and test a tendon driven a continuum soft robot with three modular segments, each of which has a tunable stiffness enabled by layer jamming technology. Compared with previous studies, the…

机器人学 · 计算机科学 2019-12-11 Zhong Ouyang

A multiplicative effects model is introduced for the identification of the factors that are influential to the performance of highly-trained endurance runners. The model extends the established power-law relationship between performance…

应用统计 · 统计学 2015-07-02 Ioannis Kosmidis , Louis Passfield

Although we can measure muscle activity and analyze their activation patterns, we understand little about how individual muscles affect the joint torque generated. It is known that they are controlled by circuits in the spinal cord, a…

神经元与认知 · 定量生物学 2022-01-19 Benedikt Feldotto , Cristian Soare , Alois Knoll , Piyanee Sriya , Sarah Astill , Marc de Kamps , Samit Chakrabarty

In motor neuroscience, artificial recurrent neural networks models often complement animal studies. However, most modeling efforts are limited to data-fitting, and the few that examine virtual embodied agents in a reinforcement learning…

神经元与认知 · 定量生物学 2023-05-19 Eugene R. Rush , Kaushik Jayaram , J. Sean Humbert

Musculoskeletal humanoids have various biomimetic advantages, and the redundant muscle arrangement allowing for variable stiffness control is one of the most important. In this study, we focus on one feature of the redundancy, which enables…

Human-robot interaction frequently involves physical proximity or contact. In human-human settings, people flexibly accept, reject, or tolerate such approaches depending on the relationship and context. We explore the design of a robot's…

机器人学 · 计算机科学 2025-11-03 Tomoko Yonezawa , Hirotake Yamazoe , Atsuo Fujino , Daigo Suhara , Takaya Tamamoto , Yuto Nishiguchi

This paper presents an approach to externally influencing a team of robots by means of time-varying density functions. These density functions represent rough references for where the robots should be located. To this end, a continuous-time…

最优化与控制 · 数学 2014-04-02 Sung G. Lee , Magnus Egerstedt