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2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob)最新文献

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Entrainment of overground human walking to mechanical perturbations at the ankle joint 人类在地面上行走对踝关节机械扰动的夹带
J. Ochoa, D. Sternad, N. Hogan
Unlike upper-extremity robotic therapy, robotic therapy of lower extremities has not matched the effectiveness of human-administered approaches. We hypothesize that this may stem from inadvertent interference with natural movement control and investigated the oscillatory dynamics of human locomotion. Specifically, we assessed gait entrainment to periodic mechanical perturbations. Because the treadmills used in most studies necessarily interact with the dynamics of natural walking, we compared our experimental intervention during gait entrainment in treadmill and overground walking. Fourteen healthy subjects walked overground and on a treadmill while wearing an exoskeletal ankle robot which exerted short plantarflexion torque pulses at periods 50 ms shorter or longer than the subjects' preferred stride period. Entrainment to the periodic perturbation occurred in all conditions, however more readily in overground walking. In all cases, the stride period phase-locked with the torque pulse at `push-off' such that it assisted propulsion. This entrainment of the stride period and its sensitivity to context indicate the subtlety and adaptability of human walking. Our observations suggest new avenues for gait rehabilitation and implications for exoskeleton design and legged locomotion research.
与上肢机器人治疗不同,下肢机器人治疗的有效性不如人类治疗。我们假设这可能源于对自然运动控制的无意干扰,并研究了人类运动的振荡动力学。具体来说,我们评估了周期性机械扰动的步态夹带。由于大多数研究中使用的跑步机必然与自然行走的动态相互作用,我们比较了在跑步机和地上行走中步态干扰的实验干预。14名健康受试者在地面和跑步机上行走,同时佩戴外骨骼踝关节机器人,该机器人施加短的跖屈扭矩脉冲,周期比受试者首选的步幅周期短50毫秒或长50毫秒。周期性扰动的夹带在所有条件下都发生,但在地上行走时更容易发生。在所有情况下,步幅周期锁相与扭矩脉冲在“推离”,这样它辅助推进。这种步幅周期的夹带及其对环境的敏感性表明了人类行走的微妙性和适应性。我们的观察结果为步态康复和外骨骼设计和腿部运动研究提供了新的途径。
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引用次数: 4
Biomimetic composite learning for robot motion control 机器人运动控制的仿生复合学习
Yongping Pan, Tairen Sun, Haoyong Yu
This paper focuses on biomimetic hybrid feedback feedforward (HFF) learning for robot motion control. Existing HFF robot motion control approaches have a major problem that accurate estimation of the robotic dynamics, which is crucial for mimicking biological control, is not taken into account. In this study, a composite learning technique is presented to achieve fast and accurate estimation of the robotic dynamics in robot motion control without a stringent persistent-excitation (PE) condition. The control architecture includes a proportional-derivative (PD) controller acting as a feedback servo machine and an estimation model acting as a feedforward predictive machine. In the composite learning, a time-interval integral of a filtered regressor is utilized to construct a prediction error, and both the prediction error and a filtered tracking error are used to update parametric estimates. Semiglobal exponential stability of the closed-loop system is rigorously established under an interval-excitation (IE) condition which is much weaker than the PE condition. Simulation results have been provided to demonstrate effectiveness and superiority of the proposed approach.
研究了仿生混合反馈前馈学习在机器人运动控制中的应用。现有的HFF机器人运动控制方法存在一个主要问题,即没有考虑机器人动力学的准确估计,而这对于模拟生物控制至关重要。在机器人运动控制中,为了在不满足持续激励条件的情况下实现快速准确的机器人动力学估计,提出了一种复合学习技术。控制体系结构包括一个作为反馈伺服机的比例导数(PD)控制器和一个作为前馈预测机的估计模型。在复合学习中,利用滤波回归量的时间区间积分来构造预测误差,并利用预测误差和滤波后的跟踪误差来更新参数估计。在弱于PE条件的区间激励条件下,严格地建立了闭环系统的半全局指数稳定性。仿真结果验证了该方法的有效性和优越性。
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引用次数: 2
Knowledge Discovery strategy over patient performance data towards the extraction of hemiparesis-inherent features: A case study 针对偏瘫固有特征提取的患者表现数据的知识发现策略:一个案例研究
C. B. Moretti, Ricardo C. Joaquim, Thais T. Terranova, L. Battistella, S. Mazzoleni, G. Caurin
Aiming to perform an extraction of features which are strongly related to hemiparesis, this work describes a case study involving the efforts of patients in upper-limb rehabilitation, diagnosed with such pathology. Expressed as data (kinematic and dynamic measures), patients' performance were sensed and stored by a single InMotion Arm robotic device for further analysis. It was applied a Knowledge Discovery roadmap over collected data in order to preprocess, transform and perform data mining through machine learning methods. Our efforts culminated in a pattern classification with the abilty to distinguish hemiparetic sides with an accuracy rate of 94%, having 8 features of rehabilitation performance feeding the input. Interpreting the obtained feature structure, it was observed that force-related attributes are more significant to the composition of the extracted pattern.
为了提取与偏瘫密切相关的特征,这项工作描述了一个案例研究,涉及上肢康复患者的努力,诊断为这种病理。以数据(运动学和动力学测量)表示,患者的表现被单个InMotion Arm机器人设备感知并存储以供进一步分析。在收集的数据上应用知识发现路线图,通过机器学习方法对数据进行预处理、转换和数据挖掘。我们的努力最终形成了一种模式分类,能够区分偏瘫侧,准确率为94%,具有8个康复表现特征。通过分析得到的特征结构,我们发现力相关属性对提取的模式的组成更为重要。
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引用次数: 2
Dynamic Hybrid Position Force Control using Virtual Internal Model to realize a cutting task by a snake-like robot 基于虚拟内模的动态混合位置力控制实现蛇形机器人的切割任务
Shunsuke Nansai, M. R. Elara, M. Iwase
A real snake has simple figure like a string, and has highly adaptability corresponding to the environments/tasks. A snake-like robot mimics such highly adaptability of the real snake, is expected as an adaptable robot corresponding to the environments/tasks. Many literatures have reported with respect to locomotion controls of the snake-like robot, but haven't reported studies for applications. However, enhancement of the applications is required in real scenes of which the snake-like robot is expected to work. This paper reports to design the force controller to realize the cutting task by the snake-like robot, as a leading example of the force control in the real scenes. Since the force control in the feed direction and the servo control in its normal direction are required in order to realize the cutting task, the Dynamic Hybrid Position/Force Control System is designed. The Virtual Internal Model based on the impedance model is utilized as the force control method. The Model Following Servo Control System utilizing the Virtual Internal Model based on the impedance model is designed, and the Dynamic Hybrid Position/Force Control System is realized. Effectiveness of the designed control system is verified through a numerical simulation.
真正的蛇有着像绳子一样简单的外形,并且对环境/任务有很强的适应性。仿蛇机器人模仿了真蛇的这种高度适应性,有望成为一种适应环境/任务的适应性机器人。许多文献对蛇形机器人的运动控制进行了报道,但尚未见应用研究的报道。然而,在真实场景中,蛇形机器人的应用需要增强。本文设计了一种力控制器来实现蛇形机器人的切割任务,作为实际场景中力控制的领先实例。为实现切削任务,需要在进给方向上进行力控制,并在进给方向上进行伺服控制,设计了动态位置/力混合控制系统。采用基于阻抗模型的虚拟内部模型作为力的控制方法。利用基于阻抗模型的虚拟内模设计了模型跟随伺服控制系统,实现了动态位置/力混合控制系统。通过数值仿真验证了所设计控制系统的有效性。
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引用次数: 7
Development of a soft robotic shoulder assistive device for shoulder abduction 肩外展软性机器人肩辅助装置的研制
Rainier F. Natividad, C. Yeow
Cerebral Palsy (CP) is a perpetual disease that a patient endures throughout their entire lifetime. Motor impairment, that is a common symptom, must be permanently managed by the patient; however, evidence suggests that repetitive task practice (RTP) can help patients improve their motor skills. An initial version of a wearable, soft robotic, shoulder exosuit has been developed that may be used for RTP. The device is centered around an inflatable, fabric beam that facilitates abduction of the shoulder joint. The use of an inflatable beam has allowed the device to be extremely lightweight while still being able to deliver a considerable amount of bending moment. The actuator is initially in its deflated state; inflation of the actuator straightens it, applying a bending moment to the brachium that abducts the limb. Two overlapping sheets of fabric were hermetically sealed by applying localized heat at the edges. Actuators were then anchored to the shoulder and inserted to a sleeve attached to the brachium. Position control was achieved by applying varying magnitudes of pressure. Preliminary testing exhibited successful abduction on a mannequin and a healthy subject.
脑瘫(CP)是一种患者一生都要忍受的永久性疾病。运动障碍是一种常见的症状,必须由患者长期控制;然而,有证据表明,重复性任务练习(RTP)可以帮助患者提高他们的运动技能。一种可穿戴的、柔软的机器人肩外服的初始版本已经开发出来,可以用于RTP。该装置围绕着一个可充气的织物梁,以促进肩关节的外展。充气梁的使用使得该装置非常轻,同时仍然能够提供相当大的弯矩。执行机构最初处于放气状态;致动器的膨胀使其伸直,向肱施加弯曲力矩,使肢体外展。通过在边缘局部加热,将两片重叠的织物密封起来。然后将致动器固定在肩部并插入与肱臂相连的套筒。位置控制是通过施加不同大小的压力实现的。初步测试显示成功绑架了一个人体模型和一个健康的实验对象。
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引用次数: 30
Towards more efficient robotic gait training: A novel controller to modulate movement errors 迈向更有效的机器人步态训练:一种调节运动误差的新型控制器
Simon Rudt, Marco Moos, Solange Seppey, R. Riener, L. Marchal-Crespo
Robot-aided gait training has been presented as a promising technique to improve rehabilitation in patients with neurological lesions. Although robotic guidance is often used to reduce performance errors while practicing, there is currently little evidence that robotic guidance is more beneficial for human motor learning than unassisted practice. Research on motor learning has emphasized that movement errors drive motor adaptation. Thereby, robotic algorithms that augment errors rather than decrease them have a great potential to provoke better motor learning. In this paper, we present a novel control algorithm that modulates movement errors by limiting dangerous and discouraging large errors with haptic guidance, while augmenting awareness of task relevant errors by means of error amplification. We also designed a controller that applies random disturbance torques that can work on top of the error-modulating controller. The controllers were evaluated using robotic testing. The error-modulating controller resulted in larger errors due to error amplification, but limited the maximum deviation from the desired pattern, thanks to haptic guidance. Adding random disturbance torques increased gait variability. The combination of the random disturbance and error-modulating controllers increased the kinematic errors and gait variability, while limited large errors, providing an excellent framework to enhance motor learning.
机器人辅助步态训练被认为是一种很有前途的技术,可以改善神经病变患者的康复。虽然机器人指导经常被用来减少练习时的表现错误,但目前很少有证据表明机器人指导对人类运动学习比无辅助练习更有益。运动学习的研究强调运动错误驱动运动适应。因此,增加误差而不是减少误差的机器人算法具有激发更好的运动学习的巨大潜力。在本文中,我们提出了一种新的控制算法,通过限制触觉引导的危险和阻止大误差来调节运动误差,同时通过误差放大来增强任务相关误差的意识。我们还设计了一个应用随机干扰转矩的控制器,该控制器可以在误差调制控制器上工作。使用机器人测试对控制器进行评估。由于误差放大,误差调制控制器导致较大的误差,但由于触觉引导,限制了与期望模式的最大偏差。增加随机干扰扭矩增加步态变异性。随机干扰和误差调节控制器的结合增加了运动误差和步态变异性,同时限制了大误差,为增强运动学习提供了一个很好的框架。
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引用次数: 11
Algorithms of control by thought in robotics: Active and passive BMIs based on prior knowledge 机器人思想控制算法:基于先验知识的主动和被动bmi
Kathia Chenane, Y. Touati, L. Boubchir, B. Daachi, A. A. Chérif
One of the objectives of the control using the human thought is to make useful robotic systems for persons with high dependency (quadriplegics, paraplegics, etc.). When the human subject is not able to move his limbs, upper or lower, he is no longer able to perform basic and necessary tasks in his daily life. Recently, robotic systems have reached a very advanced level. For example, humanoid robots have become able to walk, recognize and carry objects simultaneously. On the other hand, wearable robots or exoskeletons can help dependent human subject to move and perform tasks previously difficult to imagine. Of course, all these robotic systems cannot perform these tasks except if they are fitted with advanced control schemes. To make these robotic systems, having already some intelligence, more useful, many researchers have studied the problem of controllers based on the user thought. The real challenge is to translate/classify correctly the thought of the user into robotic actions. When the brain activities are not correctly classified or the action thought by the user is not quite performed, it is important to discover it at time. This allows us to update the classifier/controller parameters in order to interpret more precisely the brain activities concerning the following action. This paper deals with looking for relevant prior knowledge that can anticipate any classification error. Thereafter, we propose some reflections regarding the control of robots by passive thought. Our analysis and results are based on the brain machine interface (BMI) using the Steady State Visual Evoked Potentials technique (SSVEP).
使用人类思想控制的目标之一是为高度依赖的人(四肢瘫痪、截瘫等)制造有用的机器人系统。当人的四肢不能活动时,他就不能在日常生活中完成基本和必要的任务。最近,机器人系统已经达到了非常先进的水平。例如,人形机器人已经能够同时行走、识别和携带物体。另一方面,可穿戴机器人或外骨骼可以帮助依赖的人类主体移动和执行以前难以想象的任务。当然,所有这些机器人系统都不能执行这些任务,除非它们配备了先进的控制方案。为了使这些已经具有一定智能的机器人系统更有用,许多研究人员研究了基于用户思维的控制器问题。真正的挑战是将用户的想法正确地转化为机器人的动作。当大脑活动没有被正确分类或者用户的想法没有完全执行时,及时发现它是很重要的。这允许我们更新分类器/控制器参数,以便更准确地解释有关以下动作的大脑活动。本文研究如何寻找相关的先验知识来预测任何分类错误。在此基础上,我们提出了一些关于被动思维控制机器人的思考。我们的分析和结果是基于使用稳态视觉诱发电位技术(SSVEP)的脑机接口(BMI)。
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引用次数: 3
Exploiting the importance of vowelized sounds in speech comprehension: An application for assisting speechless people 利用元音在语音理解中的重要性:一种帮助无语者的应用
S. Pedro, Paulo Menezes
This paper proposes a solution that can be used to develop an assistive device to help people that have tracheostomies to make use of verbal communication. Based on the analysis of video images, we propose to develop a system suitable to be used to produce vowel sounds. Exploring the McGurk effect, we expect seeing the mouth movements and listening to the corresponding vowels to be sufficient for improving the understanding of “speechless people”. We conducted three experiments which results show that: 1) just adding vowels' sounds can improve the understandability of the lip reading process; 2) it is possible to detect and to classify vowel-related mouth movements; 3) people can adapt mouth movements to make the system generate the intended vowel, even when it was initially adapted to another person.
本文提出了一种解决方案,可以用来开发一种辅助装置,帮助气管切开术患者利用语言交流。在分析视频图像的基础上,我们提出了一种适合用于产生元音的系统。通过对McGurk效应的探索,我们期望看到嘴部运动和听相应的元音足以提高对“无话可说的人”的理解。我们进行了三个实验,结果表明:1)添加元音可以提高唇读过程的可理解性;2)能够检测和分类与元音相关的口腔运动;3)人们可以调整嘴部运动,使系统产生预期的元音,即使最初是针对另一个人的。
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引用次数: 0
An adaptive, color based lane detection of a wearable jogging navigation system for visually impaired on less structured paths 一种可穿戴慢跑导航系统的自适应、基于颜色的车道检测,供视障人士在结构较差的路径上使用
Christina Ramer, T. Lichtenegger, J. Sessner, M. Landgraf, J. Franke
Based on a previously published version of a first prototypic jogging navigation system for visually impaired and blind people, this paper presents an adaptive lane detection method that extents the use on standard running tracks to general and less structured paths. Additional and supporting developments refer to an active camera stabilization, the improved intuitive vibration feedback and the integrated and embedded mechatronic system setup.
基于先前发布的第一个视障和盲人慢跑导航系统原型版本,本文提出了一种自适应车道检测方法,该方法将标准跑道的使用范围扩展到一般和非结构化路径。额外的和支持性的发展包括主动相机稳定,改进的直观振动反馈以及集成和嵌入式机电系统设置。
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引用次数: 9
Design of a multi-DOF cable-driven mechanism of a miniature serial manipulator for robot-assisted minimally invasive surgery 用于机器人辅助微创手术的微型串联机械臂多自由度缆索驱动机构设计
Antonia Tzemanaki, L. Fracczak, D. Gillatt, A. Koupparis, C. Melhuish, R. Persad, E. Rowe, A. Pipe, S. Dogramadzi
While multi-fingered robotic hands have been developed for decades, none has been used for surgical operations. μAngelo is an anthropomorphic master-slave system for teleoperated robot-assisted surgery. As part of this system, this paper focuses on its slave instrument, a miniature three-digit hand. The design of the mechanism of such a manipulator poses a challenge due to the required miniaturization and the many active degrees of freedom. As the instrument has a human-centered design, its relation to the human hand is discussed. Two ways of routing its cable-driven mechanism are investigated and the method of deriving the input-output functions that drive the mechanism is presented.
虽然有多个手指的机械手已经开发了几十年,但还没有一个用于外科手术。μAngelo是一个拟人化的主从系统,用于远程操作机器人辅助手术。作为该系统的一部分,本文重点研究了它的辅助仪器——微型三指手。由于其要求的小型化和多活动自由度,对其机构设计提出了挑战。由于该仪器具有以人为本的设计,因此讨论了它与人手的关系。研究了其电缆驱动机构的两种布线方式,并给出了驱动机构的输入输出函数的推导方法。
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引用次数: 13
期刊
2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob)
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