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Reproducing the caress gesture with an anthropomorphic robot: a feasibility study. 用拟人机器人再现爱抚手势:可行性研究。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-22 DOI: 10.1088/1748-3190/ad912c
Martina Lapresa, Clemente Lauretti, Francesca Cordella, Andrea Reggimenti, Loredana Zollo

Social robots have been widely used to deliver emotional, cognitive and social support to humans. The exchange of affective gestures, instead, has been explored to a lesser extent, despite phyisical interaction with social robots could provide the same benefits as human-human interaction. Some studies that explored the touch and hugs gestures were found in literature, but there are no studies that investigate the possibility of delivering realistic caress gestures, which are, in turn, the easiest affective gestures that could be delivered with a robot. The first objective of this work was to study the kinematic and dynamic features of the caress gesture by conducting experimental acquisitions in which ten healthy volunteers were asked to caress the cheek of a mannequin in two conditions, i.e. standing and sitting. Average motion and force features were then analyzed and used to generate a realistic caress gesture with an anthropomorphic robot, with the aim of assessing the feasibility of reproducing the caress gesture with a robotic device. In addition, twenty-six healthy volunteers evaluated the anthropomorphism and perceived safety of the reproduced affective gesture by answering the Godspeed Questionnaire Series and a list of statements on the robot motion. The gesture reproduced by the robot was similar to the caress gesture performed by healthy volunteers both in terms of hand trajectory and orientation, and exchanged forces. Overall, volunteers perceived the robot motion as safe and positive emotions were elicited. The proposed approach could be adapted to humanoid robots to improve the perceived anthropomorphism and safety of the caress gesture.

社交机器人已被广泛用于为人类提供情感、认知和社会支持。尽管与社交机器人的身体互动可以提供与人与人互动相同的益处,但对情感手势交流的探索却较少。在文献中发现了一些探讨触摸和拥抱手势的研究,但还没有研究探讨传递逼真的爱抚手势的可能性,而爱抚手势又是机器人可以传递的最简单的情感手势。这项工作的第一个目标是研究爱抚手势的运动学和动态特征,方法是进行实验采集,要求十名健康志愿者在站立和坐姿两种条件下爱抚人体模型的脸颊。然后对平均运动和力量特征进行分析,并利用拟人机器人生成逼真的爱抚手势,目的是评估利用机器人设备再现爱抚手势的可行性。此外,26 名健康志愿者通过回答 "神速问卷系列 "和有关机器人动作的一系列陈述,对再现的情感手势的拟人化程度和感知安全性进行了评估。机器人再现的手势与健康志愿者做出的爱抚手势在手部轨迹、方向和交换力方面都很相似。总的来说,志愿者认为机器人的动作是安全的,并激发了他们的积极情绪。所提出的方法可用于仿人机器人,以提高爱抚手势的拟人化和安全性。
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引用次数: 0
Stability and agility trade-offs in spring-wing systems. 弹簧翼系统的稳定性和灵活性权衡。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-20 DOI: 10.1088/1748-3190/ad9535
James Lynch, Ethan Wold, Jeff Gau, Simon Sponberg, Nick Gravish

Flying insects are thought to achieve energy-efficient flapping flight by storing and releasing elastic energy in their muscles, tendons, and thorax. However, "spring-wing" flight systems consisting of elastic elements coupled to nonlinear, unsteady aerodynamic forces also present possible challenges to generating stable and responsive wing motions. The energetic efficiency from resonance in insect flight is measured by the Weis-Fogh number (N), which is the ratio of peak inertial force to aerodynamic force. In this paper, we present experiments and modeling to study how resonance efficiency (which increases with N) influences the control responsiveness and perturbation resistance of flapping wingbeats. In our first experiments, we provide a step change in the input forcing amplitude to a series-elastic spring-wing system and observe the response time of the wing amplitude increase. In our second experiments we provide an external fluid flow directed at the flapping wing and study the perturbed steady-state wing motion. We evaluate both experiments across Weis-Fogh numbers from 1 < N < 10. The results indicate that spring-wing systems designed for maximum energetic efficiency also experience trade-offs in agility and stability as the Weis-Fogh number increases. Our results demonstrate that energetic efficiency and wing maneuverability are in conflict in resonant spring-wing systems suggesting that mechanical resonance presents tradeoffs in insect flight control and stability.

飞行昆虫被认为是通过在肌肉、肌腱和胸部储存和释放弹性能量来实现高能效的拍打飞行的。然而,由弹性元件与非线性、不稳定空气动力耦合组成的 "弹簧翼 "飞行系统在产生稳定、灵敏的翅膀运动方面也可能面临挑战。昆虫飞行中共振产生的能量效率用魏斯-福格数(N)来衡量,即惯性力峰值与空气动力之比。在本文中,我们通过实验和建模来研究共振效率(随 N 值增加)如何影响拍打翅膀的控制响应性和抗干扰性。在第一项实验中,我们对串联弹性弹翼系统的输入强迫振幅进行了阶跃变化,并观察了翼振幅增加的响应时间。在第二个实验中,我们向拍打翼提供外部流体流,并研究扰动稳态翼运动。我们对魏斯-福格数从 1 < N < 10 的两个实验进行了评估。结果表明,随着 Weis-Fogh 数的增加,为实现最大能量效率而设计的弹簧翼系统在灵活性和稳定性方面也会出现折衷。我们的研究结果表明,在共振弹簧翼系统中,能量效率和翼的机动性是相互冲突的,这表明机械共振会对昆虫的飞行控制和稳定性产生影响。
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引用次数: 0
Predictive uncertainty in state-estimation drives active sensing. 状态估计中的预测不确定性驱动主动传感。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-20 DOI: 10.1088/1748-3190/ad9534
Osman Kaan Karagoz, Aysegul Kilic, Emin Yusuf Aydin, Mustafa Mert Ankarali, Ismail Uyanik

Animals use active sensing movements to shape the spatiotemporal characteristics of sensory signals to better perceive their environment under varying conditions. However, the underlying mechanisms governing the generation of active sensing movements are not known. To address this, we investigated the role of active sensing movements in the refuge tracking behavior ofEigenmannia virescens, a species of weakly electric fish. These fish track the longitudinal movements of a refuge in which they hide by swimming back and forth in a single linear dimension. During refuge tracking,Eigenmanniaexhibits stereotyped whole-body oscillations when the quality of the sensory signals degrades. We developed a closed-loop feedback control model to examine the role of these ancillary movements on the task performance. Our modeling suggests that fish may use active sensing to minimize predictive uncertainty in state estimation during refuge tracking. The proposed model generates simulated fish trajectories that are statistically indistinguishable from that of the actual fish, unlike the open-loop noise generator and stochastic resonance generator models in the literature. These findings reveal the significance of closed-loop control in active sensing behavior, offering new insights into the underlying mechanisms of dynamic sensory modulation.

动物利用主动感应运动来调整感觉信号的时空特征,以便在不同条件下更好地感知环境。然而,主动感应运动产生的基本机制尚不清楚。为了解决这个问题,我们研究了主动感应运动在一种弱电鱼类 Eigenmannia virescens 的避难所追踪行为中的作用。这些鱼类通过在单一线性维度内来回游动来追踪它们藏身的避难所的纵向运动。在跟踪避难所的过程中,当感觉信号质量下降时,Eigenmannia 会表现出刻板的全身振荡。我们建立了一个闭环反馈控制模型来研究这些辅助运动对任务表现的影响。我们的模型表明,在避难所追踪过程中,鱼类可能会利用主动感应来尽量减少状态估计中的预测不确定性。与文献中的开环噪声发生器和随机共振发生器模型不同,我们提出的模型所生成的模拟鱼的运动轨迹与实际鱼的运动轨迹在统计学上没有区别。这些发现揭示了闭环控制在主动感知行为中的重要意义,为了解动态感知调制的内在机制提供了新的视角。
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引用次数: 0
Touch-down condition control for the bipedal spring-mass model in walking. 行走时两足弹簧-质量模型的触地条件控制。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-20 DOI: 10.1088/1748-3190/ad9533
Hamid Vejdani, Albert Wu, Hartmut Geyer, Jonathan Hurst

Behaviors of animal bipedal locomotion can be described, in a simplified form, by the bipedal spring-mass model. The model provides predictive power, and helps us understand this complex dynamical behavior. In this paper, we analyzed a range of gaits generated by the bipedal spring-mass model during walking, and proposed a stabilizing touch-down condition for the swing leg. This policy is stabilizing against disturbances inside and outside the same energy level and requires only internal state information. In order to generalize the results to be independent of size and dimension of the system, we nondimensionalized the equations of motion for the bipedal spring-mass model. We presented the equilibrium gaits (a.k.a fixed point gaits) as a continuum on the walking state space showing how the different types of these gaits evolve and where they are located in the state space. Then, we showed the stability analysis of the proposed touch-down control policy for different energy levels and leg stiffness values. The results showed that the proposed touch-down control policy can stabilize towards all types of the symmetric equilibrium gaits. Moreover, we presented how the peak leg force change within an energy level and as it changes due to the type of the gait; peak force is important as a measurement of injury or damage risk on a robot or animal. Finally, we presented simulations of the bipedal spring-mass model walking on level ground and rough terrain transitioning between different equilibrium gaits as the energy level of the system changes with respect to the ground height. The analysis in this paper is theoretical, and thus applicable to further our understanding of animal bipedal locomotion and the design and control of robotic systems like ATRIAS, Cassie, and Digit.

动物双足运动的行为可以用简化的双足弹簧-质量模型来描述。在本文中,我们分析了双足弹簧-质量模型在行走过程中产生的一系列步态,并提出了摆动腿的稳定触地条件。该策略对同一能级内外的干扰都具有稳定性,并且只需要内部状态信息。为了使结果不受系统大小和维度的影响,我们对双足弹簧-质量模型的运动方程进行了无维度化。我们将平衡步态(又称定点步态)作为行走状态空间上的一个连续体,展示了这些步态的不同类型是如何演变的,以及它们在状态空间中的位置。然后,我们展示了所提出的触地控制策略在不同能量水平和腿部刚度值下的稳定性分析。结果表明,所提出的触地控制策略可以稳定地实现所有类型的对称平衡步态。此外,我们还介绍了腿部峰值力在不同能量水平下的变化情况,以及它因步态类型而发生的变化;峰值力是衡量机器人或动物受伤或损坏风险的重要指标。最后,我们介绍了双足弹簧-质量模型在平地和崎岖地形上行走时,随着系统能量水平相对于地面高度的变化而在不同平衡步态之间转换的模拟情况。本文的分析是理论性的,因此适用于进一步了解动物的双足运动,以及 ATRIAS、Cassie 和 Digit 等机器人系统的设计和控制。
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引用次数: 0
Genetic algorithm-based optimal design for fluidic artificial muscle (FAM) bundles. 基于遗传算法的流体人工肌肉(FAM)束优化设计。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-20 DOI: 10.1088/1748-3190/ad9532
Emily Tzu-Chieh Duan, Matthew Bryant

In this paper, we present a design optimization framework for a fluidic artificial muscle (FAM) bundle subject to geometric constraints. The architecture of natural skeletal muscles allows for compact actuation packaging by distributing a substantial number of actuation elements, or muscle fiber motor units, which are to be arranged, oriented, and sized in various formations. Many researchers have drawn inspiration from these natural muscle architectures to assist in designing soft robotic systems safe for human-robot interaction. Although there are known tradeoffs identified between different muscle architectures, this optimization framework offers a method to map these architectural tradeoffs to soft actuator designs. The actuation elements selected for this study are fluidic artificial muscles (FAMs) or McKibben muscles due to their inherent compliance, cheap construction, high force-to-weight ratio, and muscle-like force-contraction behavior. Preceding studies analytically modeled the behavior of arranging FAMs in parallel, asymmetrical unipennate, and symmetrical bipennate topologies inspired by the fiber architectures found in human muscle tissues. A more recent study examined the implications of spatial constraints on bipennate FAM bundle actuation and found that by careful design, a bipennate FAM bundle can produce more force, contraction, stiffness, and work output than that of a parallel FAM bundle under equivalent spatial bounds. This multi-objective genetic algorithm-based optimization framework is used to realize desirable topological properties of a FAM bundle for maximum force and stroke for a given spatial envelope. The results help identify tradeoffs to inform design decisions based on the force and stroke demand from the desired operating task. This study further demonstrates how the desirable topological properties of the optimized FAM bundle change with different spatial bounds. .

在本文中,我们介绍了一种受几何约束的流体人工肌肉(FAM)束的设计优化框架。天然骨骼肌的结构允许通过分布大量的致动元件或肌纤维运动单元来实现紧凑的致动包装,这些致动元件或肌纤维运动单元需要以不同的形式排列、定向和尺寸。许多研究人员从这些天然肌肉结构中汲取灵感,协助设计安全的软机器人系统,以实现人机交互。尽管不同肌肉结构之间存在已知的折衷,但本优化框架提供了一种方法,可将这些结构折衷映射到软致动器设计中。本研究选择的致动元件是流体人工肌肉(FAMs)或麦基本肌肉,因为它们具有固有的顺应性、廉价的结构、高力重比以及类似肌肉的力收缩行为。之前的研究受人体肌肉组织中纤维结构的启发,以平行、不对称的单品形和对称的双品形拓扑结构对人工肌肉的行为进行了分析建模。最近的一项研究考察了空间约束对双ennate FAM 束驱动的影响,发现通过精心设计,在同等空间约束下,双ennate FAM 束比平行 FAM 束能产生更大的力、收缩力、刚度和功输出。这种基于多目标遗传算法的优化框架可用于实现 FAM 束的理想拓扑特性,从而在给定的空间包络范围内获得最大的力和冲程。研究结果有助于根据所需的操作任务对力和冲程的要求确定折衷方案,为设计决策提供依据。这项研究进一步证明了优化后的 FAM 束的理想拓扑特性如何随不同的空间边界而变化。
{"title":"Genetic algorithm-based optimal design for fluidic artificial muscle (FAM) bundles.","authors":"Emily Tzu-Chieh Duan, Matthew Bryant","doi":"10.1088/1748-3190/ad9532","DOIUrl":"https://doi.org/10.1088/1748-3190/ad9532","url":null,"abstract":"<p><p>In this paper, we present a design optimization framework for a fluidic artificial muscle (FAM) bundle subject to geometric constraints. The architecture of natural skeletal muscles allows for compact actuation packaging by distributing a substantial number of actuation elements, or muscle fiber motor units, which are to be arranged, oriented, and sized in various formations. Many researchers have drawn inspiration from these natural muscle architectures to assist in designing soft robotic systems safe for human-robot interaction. Although there are known tradeoffs identified between different muscle architectures, this optimization framework offers a method to map these architectural tradeoffs to soft actuator designs. The actuation elements selected for this study are fluidic artificial muscles (FAMs) or McKibben muscles due to their inherent compliance, cheap construction, high force-to-weight ratio, and muscle-like force-contraction behavior. Preceding studies analytically modeled the behavior of arranging FAMs in parallel, asymmetrical unipennate, and symmetrical bipennate topologies inspired by the fiber architectures found in human muscle tissues. A more recent study examined the implications of spatial constraints on bipennate FAM bundle actuation and found that by careful design, a bipennate FAM bundle can produce more force, contraction, stiffness, and work output than that of a parallel FAM bundle under equivalent spatial bounds. This multi-objective genetic algorithm-based optimization framework is used to realize desirable topological properties of a FAM bundle for maximum force and stroke for a given spatial envelope. The results help identify tradeoffs to inform design decisions based on the force and stroke demand from the desired operating task. This study further demonstrates how the desirable topological properties of the optimized FAM bundle change with different spatial bounds.&#xD.</p>","PeriodicalId":55377,"journal":{"name":"Bioinspiration & Biomimetics","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142683664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis and actuation design of a novel at-scale 3-DOF biomimetic flapping-wing mechanism inspired by flying insects. 受飞行昆虫启发的新型 3-DOF 生物仿真拍翼机构的分析和驱动设计。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-19 DOI: 10.1088/1748-3190/ad94c2
Liang Wang, Hongzhi Zhang, Longlong Zhang, Bifeng Song, Zhongchao Sun, Wen-Ming Zhang

Insects' flight is imbued with endless mysteries, offering valuable inspiration to the flapping-wing aircrafts. Particularly, the multi-mode wingbeat motion such as flapping, sweeping and twisting in coordination presents advantages in promoting unsteady aerodynamics and enhancing lift force. To achieve the flapping-twisting-sweeping motion capability, this paper proposes an at-scale three-degree-of-freedom (3-DOF) mechanism driven by three piezoelectric actuators, which consists of three four-bar mechanisms and a parallel spherical mechanism. Compliant hinges are utilized as rotating joints for power transmission. The DOF and the kinematics analysis are per-formed. The aerodynamic model of the wing and the mechanical model of the compliant hinges are considered to investigate the required driving force response of the mechanism with wing loads. By employing nonlinear programming techniques, the geometric parameters of three piezo-electric actuators are reverse-designed to match the dynamic response of the mechanism in two flapping conditions. The significance of this work lies in proposing a novel concept of an at-scale multi-degree-of-freedom wingbeat mechanism, demonstrating the feasibility of this mechanism to mimic the flexible and multi-mode wingbeat movement of insects, and providing an initial mech-anism-drive solution.

昆虫的飞行充满了无穷的奥秘,为拍翼飞行器提供了宝贵的灵感。特别是拍打、横扫和扭转等多模式翼拍运动的协调配合,在促进非稳定空气动力学和增强升力方面具有优势。为了实现拍打-扭转-横扫运动能力,本文提出了一种由三个压电致动器驱动的三自由度(3-DOF)机构,该机构由三个四杆机构和一个平行球形机构组成。顺应铰链被用作动力传输的旋转接头。对 DOF 和运动学进行了分析。考虑了机翼的空气动力学模型和顺应铰链的机械模型,以研究机构在机翼载荷作用下所需的驱动力响应。通过采用非线性编程技术,反向设计了三个压电致动器的几何参数,以匹配两种拍打条件下机构的动态响应。这项工作的意义在于提出了一个新颖的大规模多自由度拍翼机构概念,证明了该机构模仿昆虫灵活、多模式拍翼运动的可行性,并提供了一个初步的机构驱动解决方案。
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引用次数: 0
Group cohesion and passive dynamics of a pair of inertial swimmers with three-dimensional hydrodynamic interactions. 具有三维流体动力相互作用的一对惯性游泳者的群体凝聚力和被动动力学。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-15 DOI: 10.1088/1748-3190/ad936d
Mohamed Niged Mabrouk, Daniel Floryan

When swimming animals form cohesive groups, they can reap several benefits. Our understanding of collective animal motion has traditionally been driven by models based on phenomenological behavioral rules, but more recent work has highlighted the critical importance of hydrodynamic interactions among a group of inertial swimmers. To study how hydrodynamic interactions affect group cohesion, we develop a three-dimensional, inviscid, far-field model of a swimmer. In a group of two model swimmers, we observe several dynamical phases, including following, divergence, collision, and cohesion. Our results illustrate when cohesive groups can passively form through hydrodynamic interactions alone, and when other action is needed to maintain cohesion. We find that misalignment between swimmers makes passive cohesion less likely; nevertheless, it is possible for a cohesive group to form through passive hydrodynamic interactions alone. We also find that the geometry of swimmers critically affects the group dynamics due to its role in how swimmers sample the velocity gradient of the flow.

当游泳动物形成有凝聚力的群体时,它们可以获得多种益处。我们对动物集体运动的理解传统上是基于现象学行为规则的模型,但最近的研究突出了惯性游泳者群体之间流体动力相互作用的重要性。为了研究流体动力相互作用如何影响群体凝聚力,我们建立了一个三维、无粘性、远场的游泳者模型。在由两个模型游泳者组成的群体中,我们观察到几个动力学阶段,包括跟随、发散、碰撞和凝聚。我们的研究结果说明了什么情况下仅通过流体动力学相互作用就能被动地形成内聚群体,以及什么情况下需要其他作用来维持内聚力。我们发现,泳者之间的错位会降低被动凝聚的可能性;尽管如此,仅通过被动的水动力相互作用就有可能形成一个凝聚群体。我们还发现,游泳者的几何形状对群体动力学有着至关重要的影响,因为它在游泳者如何对水流的速度梯度进行采样方面起着重要作用。
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引用次数: 0
Effects of maximum thickness position on hydrodynamic performance for fish-like swimmers. 最大厚度位置对鱼类游泳者水动力性能的影响。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-15 DOI: 10.1088/1748-3190/ad936f
Zhongying Xiong, Tao Han, Huan Xia

When designing the internals of robotic fish, variations in the internal arrangements of power and control systems cause differences in external morphological structures, particularly the positions of maximum thickness. These differences considerably affect swimming performance. This study examines the impact of the topological structure of self-propelled fish-like swimmers on hydrodynamic performance using fluid-structure interaction techniques. Fish-like swimmers with maximum thickness closest to the head exhibit optimal swimming performance, characterized by modest energy consumption for fast-response acceleration during the starting phase and higher swimming velocity for high-speed travel during steady swimming. As the maximum thickness moves toward the middle, acceleration performance significantly weakens and swimming speed decreases, although maximum energy consumption is relatively reduced. This study will provide a notable reference for the morphological design of underwater robotic fish.

在设计机器鱼的内部结构时,动力和控制系统内部布置的变化会导致外部形态结构的差异,特别是最大厚度位置的差异。这些差异极大地影响了游动性能。本研究利用流体-结构相互作用技术,研究了自行式仿鱼游泳器的拓扑结构对水动力性能的影响。最大厚度最靠近头部的鱼类游泳器表现出最佳的游泳性能,其特点是在起泳阶段快速反应加速时能量消耗适中,在稳泳阶段高速行进时游泳速度较快。当最大厚度向中间移动时,加速性能明显减弱,游泳速度下降,但最大能量消耗相对减少。这项研究将为水下机器鱼的形态设计提供重要参考。
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引用次数: 0
Bioinspired design and validation of a soft robotic end-effector with integrated SMA-driven suction capabilities. 受生物启发设计并验证了具有集成 SMA 驱动抽吸功能的软机器人末端执行器。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-15 DOI: 10.1088/1748-3190/ad936e
Weimian Zhou, Chanchan Xu, Guisong Chen, Xiaojie Wang

The exploration of adaptive robotic systems capable of performing complex tasks in unstructured environments, such as underwater salvage operations, presents a significant challenge. Traditional rigid grippers often struggle with adaptability, whereas bioinspired soft grippers offer enhanced flexibility and adaptability to varied object shapes. In this study, we present a novel bioinspired soft robotic gripper integrated with a shape memory alloy (SMA) actuated suction cup, inspired by the versatile grasping strategies of octopus arms and suckers. Our design leverages a tendon-driven composite arm, enabling precise bending and adaptive grasping, combined with SMA technology to create a compact, efficient suction mechanism. We develop comprehensive kinematic and static models to predict the interaction between arm bending deflection and suction force, thereby optimizing the gripper's performance. Experimental validation demonstrates the efficacy of our integrated design, highlighting its potential for advanced manipulation tasks in challenging environments. This work provides a new perspective on the integration of bioinspired design principles with smart materials, paving the way for future innovations in adaptive robotic systems. .

探索能够在水下打捞作业等非结构化环境中执行复杂任务的自适应机器人系统是一项重大挑战。传统的刚性机械手往往难以适应环境,而生物启发软机械手则具有更高的灵活性和对不同物体形状的适应性。在这项研究中,我们受章鱼手臂和吸盘的多功能抓取策略启发,提出了一种集成了形状记忆合金(SMA)驱动吸盘的新型生物启发软机器人抓手。我们的设计利用肌腱驱动的复合臂,实现精确弯曲和自适应抓取,并结合 SMA 技术,创造出一种紧凑、高效的吸力机制。我们开发了全面的运动学和静态模型来预测手臂弯曲挠度和吸力之间的相互作用,从而优化了抓取器的性能。实验验证证明了我们的集成设计的有效性,突出了它在挑战性环境中执行高级操纵任务的潜力。这项工作为生物启发设计原理与智能材料的整合提供了一个新的视角,为自适应机器人系统的未来创新铺平了道路。
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引用次数: 0
The influence of neighbor selection on self-organized UAV swarm based on finite perception vision. 邻居选择对基于有限感知视觉的自组织无人机群的影响
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-14 DOI: 10.1088/1748-3190/ad8d98
Hui Xiong, Xiuzhi Shi, Yaozu Ding, Xin Liu, Chenyang Yao, Jinzhen Liu, Yimei Chen, Jiaxing Wang

Recently, vision-based unmanned aerial vehicle (UAV) swarming has emerged as a promising alternative that can overcome the adaptability and scalability limitations of distributed and communication-based UAV swarm systems. While most vision-based control algorithms are predicated on the detection of neighboring objects, they often overlook key perceptual factors such as visual occlusion and the impact of visual sensor limitations on swarm performance. To address the interaction problem of neighbor selection at the core of self-organizing UAV swarm control, a perceptually realistic finite perception visual (FPV) neighbor selection model is proposed, which is based on the lateral visual characteristics of birds, incorporates adjustable lateral visual field widths and orientations, and is able to ignore occluded agents. Based on the FPV model, a neighbor selection method based on the acute angle test (AAT) is proposed, which overcomes the limitation that the traditional neighbor selection mechanism can only interact with the nearest neighboring agents. A large number of Monte Carlo simulation comparison experiments show that the proposed FPV+AAT neighbor selection mechanism can reduce the redundant communication burden between large-scale self-organized UAV swarms, and outperforms the traditional neighbor selection method in terms of order, safety, union, connectivity, and noise resistance.

最近,基于视觉的无人飞行器(UAV)群成为一种很有前途的替代方案,可以克服分布式和基于通信的无人飞行器群系统在适应性和可扩展性方面的限制。虽然大多数基于视觉的控制算法都以检测邻近物体为前提,但它们往往忽略了一些关键的感知因素,如视觉遮挡和视觉传感器的限制对蜂群性能的影响。为了解决作为自组织无人机蜂群控制核心的邻居选择交互问题,我们提出了一种感知真实的有限感知视觉(FPV)邻居选择模型,该模型基于鸟类的横向视觉特征,包含可调节的横向视野宽度和方向,并且能够忽略遮挡的物体。在 FPV 模型的基础上,提出了一种基于锐角测试(AAT)的邻居选择方法,该方法克服了传统邻居选择机制只能与最近邻居交互的局限性。大量蒙特卡洛仿真对比实验表明,所提出的FPV+AAT邻居选择机制可以减少大规模自组织无人机群之间的冗余通信负担,在有序性、安全性、联合性、连通性和抗噪性等方面均优于传统的邻居选择方法。
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引用次数: 0
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