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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 : 2024-12-04 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
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 : 2024-12-03 DOI: 10.1088/1748-3190/ad9532
Emily 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 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。
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引用次数: 0
Bioinspired design and validation of a soft robotic end-effector with integrated shape memory alloy-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 : 2024-12-02 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
Bioinspired and bio-based living materials systems. 生物启发和生物基生物材料系统。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-29 DOI: 10.1088/1748-3190/ad9370
Thomas Speck, Falk Tauber, Olga Speck, Frank D Scherag
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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 : 2024-11-29 DOI: 10.1088/1748-3190/ad94c2
Liang Wang, Hongzhi Zhang, Longlong Zhang, Bifeng Song, Zhongchao Sun, Wenming Zhang

Insects' flight is imbued with endless mysteries, offering valuable inspiration to the flapping-wing robots. 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 performed. 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 piezoelectric 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-DOF wingbeat mechanism, demonstrating the feasibility of this mechanism to mimic the flexible and multi-mode wingbeat movement of insects, and providing an initial mechanism-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 : 2024-11-28 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
To hear or not to hear-That is not the only question. 听还是不听--这不是唯一的问题。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-28 DOI: 10.1088/1748-3190/ad918c
Robert Allen
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引用次数: 0
Vertical bending and aerodynamic performance in flying snake-inspired aerial undulation. 飞蛇启发的空中起伏中的垂直弯曲和空气动力性能。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-27 DOI: 10.1088/1748-3190/ad920b
Yuchen Gong, Zihao Huang, Haibo Dong

This paper presents a numerical investigation into the aerodynamic characteristics and fluid dynamics of a flying snake-like model employing vertical bending locomotion during aerial undulation in steady gliding. In addition to its typical horizontal undulation, the modeled kinematics incorporates vertical undulations and dorsal-to-ventral bending movements while in motion. Using a computational approach with an incompressible flow solver based on the immersed-boundary method, this study employs topological local mesh refinement mesh blocks to ensure the high resolution of the grid around the moving body. Initially, we applied a vertical wave undulation to a snake model undulating horizontally, investigating the effects of vertical wave amplitudes (ψm). The vortex dynamics analysis unveiled alterations in leading-edge vortices formation within the midplane due to changes in the effective angle of attack resulting from vertical bending, directly influencing lift generation. Our findings highlighted peak lift production atψm=2.5∘and the highest lift-to-drag ratio (L/D) atψm=5∘, with aerodynamic performance declining beyond this threshold. Subsequently, we studied the effects of the dorsal-ventral bending amplitude (ψDV), showing that the tail-up/down body posture can result in different fore-aft body interactions. Compared to the baseline configuration, the lift generation is observed to increase by 17.3% atψDV= 5°, while a preferable L/D is found atψDV= -5°. This study explains the flow dynamics associated with vertical bending and uncovers fundamental mechanisms governing body-body interaction, contributing to the enhancement of lift production and efficiency of aerial undulation in snake-inspired gliding.

本文对稳定滑翔时采用垂直弯曲运动的飞蛇模型的空气动力学特性和流体动力学进行了数值研究。除了典型的水平起伏外,模型运动学还包括垂直起伏和运动时的背腹弯曲运动。本研究采用基于沉浸边界法的不可压缩流求解器进行计算,并使用拓扑局部网格细化(TLMR)网格块来确保运动体周围网格的高分辨率。最初,我们将垂直波浪起伏应用于水平起伏的蛇形模型,研究垂直波浪振幅(ψ_m)的影响。涡流动力学分析显示,由于垂直弯曲导致有效攻角发生变化,中平面内前缘涡流(LEV)的形成发生了变化,直接影响了升力的产生。我们的研究结果表明,ψ_m=2.5°时升力达到峰值,ψ_m=5°时升阻比最高,超过这一临界值后气动性能下降。随后,我们研究了背腹弯曲幅度(ψ_DV)的影响,结果表明,尾部向上/向下的身体姿态会导致不同的前后身体相互作用。与基线配置相比,在ψ_DV = 5°时,升力产生量增加了 17.3%,而在ψ_DV = -5°时,升阻比更为理想。这项研究解释了与垂直弯曲相关的流动动力学,揭示了身体与身体相互作用的基本机制,有助于提高蛇启发滑翔的升力产生和空中起伏的效率。
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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 : 2024-11-27 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
Optimization of a passive roll absorber for robotic fish based on tune mass damper. 基于调谐质量阻尼器的机器鱼被动滚动吸收器的优化。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-25 DOI: 10.1088/1748-3190/ad920c
Chunhui Zhu, Chao Zhou, Qianqian Zou, Junfeng Fan, Zhuoliang Zhang, Yaming Ou, Jian Wang

The robotic fish utilizes a bio-inspired undulatory propulsion system to achieve high swimming performance. However, significant roll motion has been observed at the head when the tail oscillates at certain frequencies, adversely affecting both perception accuracy and propulsion efficiency. In this paper, the roll torque acting on the robotic fish is theoretically analyzed and decomposed into gravitational, inertial, and hydrodynamic components. Resonance is identified as a key factor amplifying the roll response. To mitigate this roll and enhance stability, a passive roll absorber based on tuned mass damper is designed. A simplified rolling structure is dynamically modeled to optimize absorber parameters. Experiments are conducted to quantify the roll torque experienced by the robotic fish, with the effectiveness of the absorber verified on both the simplified model and the robotic fish. Results show that the maximum roll angle of the simplified system under harmonic load decreases from 98° to29∘, representing a reduction of over 70%, while a 25.1% reduction is achieved on the robotic fish.

机器鱼利用生物启发的起伏推进系统实现了较高的游动性能。然而,当尾部以一定频率摆动时,在头部观察到明显的滚动运动,这对感知精度和推进效率都有不利影响。本文从理论上分析了作用在机器鱼上的滚转扭矩,并将其分解为重力、惯性和流体动力三个部分。共振被认为是放大翻滚响应的关键因素。为了减轻这种滚动并增强稳定性,设计了一种基于调谐质量阻尼器的被动滚动吸收器。对简化的滚动结构进行了动态建模,以优化吸收器参数。实验量化了机器鱼所经历的滚动扭矩,并在简化模型和机器鱼上验证了吸收器的有效性。结果表明,简化系统在谐波负载下的最大滚动角从 98 度减小到 29 度,减小了 70% 以上,而机器鱼的滚动角减小了 25.1%。
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引用次数: 0
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