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Towards humanlike grasp in robotic hands: mechanical implementation of force synergies 实现机器人手的仿人抓取:力协同的机械实现
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-16 DOI: 10.1088/1748-3190/ad3b58
Zhicheng Teng, Guanghua Xu, Jinju Pei, Baoyu Li, Sicong Zhang, Dongwang Li
In the field of robotic hands, finger force coordination is usually achieved by complex mechanical structures and control systems. This study presents the design of a novel transmission system inspired from the physiological concept of force synergies, aiming to simplify the control of multifingered robotic hands. To this end, we collected human finger force data during six isometric grasping tasks, and force synergies (i.e. the synergy weightings and the corresponding activation coefficients) were extracted from the concatenated force data to explore their potential for force modulation. We then implemented two force synergies with a cable-driven transmission mechanism consisting of two spring-loaded sliders and five V-shaped bars. Specifically, we used fixed synergy weightings to determine the stiffness of the compression springs, and the displacements of sliders were determined by time-varying activation coefficients. The derived transmission system was then used to drive a five-finger robotic hand named SYN hand. We also designed a motion encoder to selectively activate desired fingers, making it possible for two motors to empower a variety of hand postures. Experiments on the prototype demonstrate successful grasp of a wide range of objects in everyday life, and the finger force distribution of SYN hand can approximate that of human hand during six typical tasks. To our best knowledge, this study shows the first attempt to mechanically implement force synergies for finger force modulation in a robotic hand. In comparison to state-of-the-art robotic hands with similar functionality, the proposed hand can distribute humanlike force ratios on the fingers by simple position control, rather than resorting to additional force sensors or complex control strategies. The outcome of this study may provide alternatives for the design of novel anthropomorphic robotic hands, and thus show application prospects in the field of hand prostheses and exoskeletons.
在机械手领域,手指力的协调通常是通过复杂的机械结构和控制系统来实现的。本研究从力协同的生理概念中获得灵感,设计了一种新型传输系统,旨在简化多指机械手的控制。为此,我们收集了人类在六次等距抓取任务中的手指力数据,并从连接力数据中提取了力协同(即协同加权和相应的激活系数),以探索其在力调制方面的潜力。然后,我们利用由两个弹簧滑块和五个 V 形杆组成的缆索驱动传动机构实现了两种力协同作用。具体来说,我们使用固定的协同权重来确定压缩弹簧的刚度,而滑块的位移则由时变的激活系数决定。得出的传动系统随后被用于驱动名为 SYN 手的五指机械手。我们还设计了一个运动编码器,用于选择性地激活所需的手指,从而使两个电机能够驱动各种手部姿势成为可能。对原型机的实验表明,它能成功抓取日常生活中的各种物品,在六项典型任务中,SYN 手的手指力分布与人手的力分布接近。据我们所知,这项研究是首次尝试在机械手中通过机械方式实现手指力协同调节。与具有类似功能的最先进机械手相比,本研究提出的机械手可以通过简单的位置控制在手指上分配与人类类似的力比,而无需借助额外的力传感器或复杂的控制策略。这项研究的成果可为新型拟人机械手的设计提供替代方案,从而在手部假肢和外骨骼领域展现出应用前景。
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引用次数: 0
Specialized spatially-arranged non-circular fibers enhance filtration performance of African shrimp (Atya gabonensis) 特殊空间排列的非圆形纤维提高了非洲对虾(Atya gabonensis)的过滤性能
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-15 DOI: 10.1088/1748-3190/ad3b57
Yifeng Liao, Jun Lyu, Yujia Zhang, Yuhe Hong, Shuoshuo Ding, Zhigang Wu, Hao Liu, Jianing Wu
African shrimp (Atya gabonensis) inhabit clear freshwaters, where the notably low concentration of food may pose a challenge to the efficacy of filter fibers on the chela for filter-feeding. Here, we investigate how the distinctive cross-sectional characteristics and spatial arrangement of the African shrimp’s non-circular fibers contribute to the enhanced filtration performance of these specialized fibers. The unilateral thickening of the wall along the long axis of the elliptical cross-section of African shrimp fibers markedly enhances the filtration performance. The staggered and twisted arrangement of the fibers optimizes the surrounding flow field, achieving a favorable balance between pressure drop and collection efficiency, consequently improving their filtration performance in collecting fine particles (diameter: 2–10 μm). Moreover, the arrangement of the fibers substantially increases the effective flow-facing filtering area of the fiber bundles, thus facilitating their efficiency in collecting larger particles (diameter > 10 μm). The unique fiber properties of the African shrimp offer novel insights for the design and optimization of new fiber-filtering robots, presenting a wide range of potential applications, such as marine in-situ resource extraction, medical filtration, and industrial filtration.
非洲对虾(Atya gabonensis)栖息在清澈的淡水中,这里食物的浓度很低,这可能会对螯上过滤纤维的过滤效率构成挑战。在这里,我们研究了非洲对虾非圆形纤维独特的横截面特征和空间排列如何有助于提高这些特化纤维的过滤性能。非洲对虾纤维的椭圆形横截面沿长轴的壁单侧加厚,明显提高了过滤性能。纤维的交错和扭曲排列优化了周围的流场,实现了压降和收集效率之间的良好平衡,从而提高了其收集细颗粒(直径:2-10 μm)的过滤性能。此外,纤维的排列还大大增加了纤维束的有效流向过滤面积,从而提高了收集较大颗粒(直径为 10 微米)的效率。非洲对虾独特的纤维特性为新型纤维过滤机器人的设计和优化提供了新的见解,为海洋原位资源提取、医疗过滤和工业过滤等领域提供了广泛的潜在应用。
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引用次数: 0
Effect of schooling on flow generated sounds from carangiform swimmers 游泳对腕足动物发出的水流声的影响
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-15 DOI: 10.1088/1748-3190/ad3a4e
Ji Zhou, Jung-Hee Seo, Rajat Mittal
Computational models are used to examine the effect of schooling on flow generated noise from fish swimming using their caudal fins. We simulate the flow as well as the far-field hydrodynamic sound generated by the time-varying pressure loading on these carangiform swimmers. The effect of the number of swimmers in the school, the relative phase of fin flapping of the swimmers, and their spatial arrangement is examined. The simulations indicate that the phase of the fin flapping is a dominant factor in the total sound radiated into the far-field by a group of swimmers. For small schools, a suitable choice of relative phase between the swimmers can significantly reduce the overall intensity of the sound radiated to the far-field. The relative positioning of the swimmers is also shown to have an impact on the total radiated noise. For a larger school, even highly uncorrelated phases of fin movement between the swimmers in the school are very effective in significantly reducing the overall intensity of sound radiated into the far-field. The implications of these findings for fish ethology as well as the design and operation of bioinspired vehicles are discussed.
我们使用计算模型来研究鱼类用尾鳍游动时产生的水流噪声对鱼群游动的影响。我们模拟了流动以及由这些腕状游泳者身上的时变压力负荷产生的远场流体动力声。我们研究了鱼群中游泳者的数量、游泳者拍鳍的相对阶段及其空间排列的影响。模拟结果表明,鱼鳍拍动的相位是一群游泳者辐射到远场的总声音的主要因素。对于小规模的泳群来说,适当选择泳者之间的相对相位可以显著降低辐射到远场的总声强。游泳者的相对位置也会对总辐射噪声产生影响。对于一个较大的鱼群,即使鱼群中游泳者之间的鳍运动阶段高度不相关,也能有效地显著降低辐射到远场的声音总强度。本文讨论了这些发现对鱼类生态学以及生物启发飞行器的设计和运行的影响。
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引用次数: 0
Interaction of barn owl leading edge serrations with freestream turbulence 仓鸮前缘锯齿与自由流湍流的相互作用
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-15 DOI: 10.1088/1748-3190/ad3a4f
Alden Midmer, Christoph Brücker, Matthias Weger, Hermann Wagner, Horst Bleckmann
The silent flight of barn owls is associated with wing and feather specialisations. Three special features are known: a serrated leading edge that is formed by free-standing barb tips which appears as a comb-like structure, a soft dorsal surface, and a fringed trailing edge. We used a model of the leading edge comb with 3D-curved serrations that was designed based on 3D micro-scans of rows of barbs from selected barn-owl feathers. The interaction of the flow with the serrations was measured with Particle-Image-Velocimetry in a flow channel at uniform steady inflow and was compared to the situation of inflow with freestream turbulence, generated from the turbulent wake of a cylinder placed upstream. In steady uniform flow, the serrations caused regular velocity streaks and a flow turning effect. When vortices of different size impacted the serrations, the serrations reduced the flow fluctuations downstream in each case, exemplified by a decreased root-mean-square value of the fluctuations in the wake of the serrations. This attenuation effect was stronger for the spanwise velocity component, leading to an overall flow homogenization. Our findings suggest that the serrations of the barn owl provide a passive flow control leading to reduced leading-edge noise when flying in turbulent environments.
谷仓鸮的无声飞行与翅膀和羽毛的特化有关。谷仓鸮有三个已知的特殊特征:由独立倒钩尖端形成的锯齿状前缘(呈现梳状结构)、柔软的背表面和带流苏的后缘。我们使用了一个具有三维弧形锯齿的前缘梳子模型,该模型是根据对所选乌鸡羽毛上的倒钩行进行三维微型扫描而设计的。我们使用粒子图像测速仪测量了流道中均匀稳定流入的水流与锯齿的相互作用,并将其与自由流湍流的流入情况进行了比较,自由流湍流是由放置在上游的圆柱体的湍流尾流产生的。在稳定的匀速流中,锯齿造成了规则的速度条纹和流动转向效应。当不同大小的涡流撞击锯齿时,锯齿在每种情况下都会减弱下游的流动波动,例如锯齿尾流波动的均方根值减小。这种衰减效应对跨向速度分量的影响更大,从而导致整体流动均匀化。我们的研究结果表明,仓鸮的锯齿提供了一种被动的流动控制,从而降低了在湍流环境中飞行时的前缘噪声。
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引用次数: 0
Bioinspiration from bats and new paradigms for autonomy in natural environments. 蝙蝠的生物启发和自然环境中自主性的新范例。
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-11 DOI: 10.1088/1748-3190/ad311e
Rolf Müller

Achieving autonomous operation in complex natural environment remains an unsolved challenge. Conventional engineering approaches to this problem have focused on collecting large amounts of sensory data that are used to create detailed digital models of the environment. However, this only postpones solving the challenge of identifying the relevant sensory information and linking it to action control to the domain of the digital world model. Furthermore, it imposes high demands in terms of computing power and introduces large processing latencies that hamper autonomous real-time performance. Certain species of bats that are able to navigate and hunt their prey in dense vegetation could be a biological model system for an alternative approach to addressing the fundamental issues associated with autonomy in complex natural environments. Bats navigating in dense vegetation rely on clutter echoes, i.e. signals that consist of unresolved contributions from many scatters. Yet, the animals are able to extract the relevant information from these input signals with brains that are often less than 1 g in mass. Pilot results indicate that information relevant to location identification and passageway finding can be directly obtained from clutter echoes, opening up the possibility that the bats' skill can be replicated in man-made autonomous systems.

要在复杂的自然环境中实现自主运行,仍然是一项尚未解决的挑战。解决这一问题的传统工程方法主要是收集大量感官数据,用于创建详细的环境数字模型。然而,这只能将识别相关感官信息并将其与行动控制联系起来的难题推迟到数字世界模型领域来解决。此外,这对计算能力提出了很高的要求,并带来了很大的处理延迟,妨碍了自主实时性。某些种类的蝙蝠能够在茂密的植被中导航并捕食猎物,它们可以作为生物模型系统,以另一种方法解决复杂自然环境中与自主相关的基本问题。在茂密植被中导航的蝙蝠依靠杂波回声,即由许多散射信号组成的未解析信号。然而,这些动物能够从这些输入信号中提取相关信息,而它们的大脑质量往往不到一克。试验结果表明,可以直接从杂波回声中获取与位置识别和通道寻找相关的信息,这为在人造自主系统中复制蝙蝠的技能提供了可能性。
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引用次数: 0
Enhancing stance robustness and jump height in bipedal muscle-actuated systems: a bioinspired morphological development approach. 增强双足肌肉驱动系统的姿态稳健性和跳跃高度:生物启发形态发展方法
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-11 DOI: 10.1088/1748-3190/ad3602
Nadine Badie, Syn Schmitt

Recognizing humans' unmatched robustness, adaptability, and learning abilities across anthropomorphic movements compared to robots, we find inspiration in the simultaneous development of both morphology and cognition observed in humans. We utilize optimal control principles to train a muscle-actuated human model for both balance and squat jump tasks in simulation. Morphological development is introduced through abrupt transitions from a 4 year-old to a 12 year-old morphology, ultimately shifting to an adult morphology. We create two versions of the 4 year-old and 12 year-old models- one emulating human ontogenetic development and another uniformly scaling segment lengths and related parameters. Our results show that both morphological development strategies outperform the non-development path, showcasing enhanced robustness to perturbations in the balance task and increased jump height in the squat jump task. Our findings challenge existing research as they reveal that starting with initial robot designs that do not inherently facilitate learning and incorporating abrupt changes in their morphology can still lead to improved results, provided these morphological adaptations draw inspiration from biological principles.

与机器人相比,人类在拟人运动方面具有无与伦比的鲁棒性、适应性和学习能力,因此我们从人类形态和认知的同步发展中找到了灵感。我们利用最优控制原理,在模拟中训练肌肉驱动的人类模型完成平衡和下蹲跳跃任务。形态发展是通过从 4 岁到 12 岁形态的突然过渡引入的,最终转变为成人形态。我们创建了两个版本的 4 岁和 12 岁模型--一个是模拟人类本体发育的模型,另一个是统一缩放节段长度和相关参数的模型。我们的结果表明,这两种形态发展策略都优于非发展路径,在平衡任务中表现出更强的抗干扰能力,在蹲跳任务中表现出更高的跳跃高度。我们的研究结果对现有研究提出了挑战,因为它们揭示出,从本质上不利于学习的初始机器人设计开始,在其形态中加入突然的变化,仍然可以带来更好的结果,前提是这些形态适应从生物原理中汲取灵感。
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引用次数: 0
Aerodynamic response of a red-tailed hawk to discrete transverse gusts. 红尾鹰对离散横向阵风的空气动力响应。
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-03 DOI: 10.1088/1748-3190/ad3264
Colin Bamford, Paul Swiney, Jack Nix, Tyson L Hedrick, Vrishank Raghav

A limiting factor in the design of smaller size uncrewed aerial vehicles is their inability to navigate through gust-laden environments. As a result, engineers have turned towards bio-inspired engineering approaches for gust mitigation techniques. In this study, the aerodynamics of a red-tailed hawk's response to variable-magnitude discrete transverse gusts was investigated. The hawk was flown in an indoor flight arena instrumented by multiple high-speed cameras to quantify the 3D motion of the bird as it navigated through the gust. The hawk maintained its flapping motion across the gust in all runs; however, it encountered the gust at different points in the flapping pattern depending on the run and gust magnitude. The hawk responded with a downwards pitching motion of the wing, decreasing the wing pitch angle to between -20and -5, and remained in this configuration until gust exit. The wing pitch data was then applied to a lower-order aerodynamic model that estimated lift coefficients across the wing. In gusts slower than the forward flight velocity (low gust ratio), the lift coefficient increases at a low-rate, to a maximum of around 2-2.5. In gusts faster than the forward flight velocity (high gust ratio), the lift coefficient initially increased rapidly, before increasing at a low-rate to a value around 4-5. In both regimes, the hawk's observed height change due to gust interaction was similar (and small), despite larger estimated lift coefficients over the high gust regime. This suggests another mitigation factor apart from the wing response is present. One potential factor is the tail pitching response observed here, which prior work has shown serves to mitigate pitch disturbances from gusts.

限制小型无人驾驶飞行器设计的一个因素是它们无法在充满阵风的环境中航行。因此,工程师们转而采用生物启发工程方法来实现阵风缓解技术。在这项研究中,研究了红尾鹰对变幅离散横向阵风的空气动力学响应。鹰在室内飞行场上飞行,场上安装了多台高速摄像机,以量化鹰在穿过阵风时的三维运动。在所有飞行过程中,鹰都保持着穿过阵风的拍打运动;然而,根据不同的飞行和阵风大小,鹰在拍打模式的不同点遇到了阵风。鹰的反应是翅膀向下俯仰,将翅膀俯仰角减小到-20°和-5°之间,并保持这种姿态直到阵风消失。然后,将机翼俯仰数据应用于低阶气动模型,以估算整个机翼的升力系数。在阵风速度低于前飞速度(低阵风比)的情况下,升力系数以较低的速度增加,最大值约为 2 至 2.5。在这两种情况下,尽管在高阵风情况下估计的升力系数较大,但鹰因阵风相互作用而观察到的高度变化是相似的(而且很小)。这表明除了机翼响应外,还存在另一个减缓因素。其中一个潜在的因素就是在这里观察到的尾部俯仰响应,之前的研究表明尾部俯仰响应可以缓解阵风带来的俯仰干扰。
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引用次数: 0
Soft octopus-inspired suction cups using dielectric elastomer actuators with sensing capabilities. 受章鱼启发而设计的软吸盘,使用具有传感功能的介电弹性体致动器。
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-03 DOI: 10.1088/1748-3190/ad3266
Armin Jamali, Dushyant Bhagwan Mishra, Frank Goldschmidtboeing, Peter Woias

Bioinspired and biomimetic soft grippers are rapidly growing fields. They represent an advancement in soft robotics as they emulate the adaptability and flexibility of biological end effectors. A prominent example of a gripping mechanism found in nature is the octopus tentacle, enabling the animal to attach to rough and irregular surfaces. Inspired by the structure and morphology of the tentacles, this study introduces a novel design, fabrication, and characterization method of dielectric elastomer suction cups. To grasp objects, the developed suction cups perform out-of-plane deflections as the suction mechanism. Their attachment mechanism resembles that of their biological counterparts, as they do not require a pre-stretch over a rigid frame or any external hydraulic or pneumatic support to form and hold the dome structure of the suction cups. The realized artificial suction cups demonstrate the capability of generating a negative pressure up to 1.3 kPa in air and grasping and lifting objects with a maximum 58 g weight under an actuation voltage of 6 kV. They also have sensing capabilities to determine whether the grasping was successful without the need of lifting the objects.

生物启发和仿生软抓手是一个快速发展的领域。它们模仿生物末端效应器的适应性和灵活性,代表了软机器人技术的进步。章鱼触手是自然界中抓取机制的一个突出例子,它使动物能够附着在粗糙和不规则的表面上。受章鱼触手结构和形态的启发,本研究介绍了一种新型介电弹性体吸盘的设计、制造和表征方法。为了抓住物体,所开发的吸盘以平面外偏转作为吸附机制。它们的吸附机制类似于生物吸盘,因为它们不需要在刚性框架上进行预拉伸,也不需要任何外部液压或气动支持来形成和固定吸盘的圆顶结构。已实现的人造吸盘能够在空气中产生高达 1.3 千帕的负压,并能在 6 千伏的驱动电压下抓取和举起最大重量为 58 克的物体。它们还具有传感功能,无需提起物体即可确定抓取是否成功。
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引用次数: 0
S-shaped rolling gait designed using curve transformations of a snake robot for climbing on a bifurcated pipe. 利用蛇形机器人的曲线变换设计 S 形滚动步态,用于在分叉管道上攀爬。
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-02 DOI: 10.1088/1748-3190/ad3601
Jingwen Lu, Chaoquan Tang, Eryi Hu, Zhipeng Li

In this work, we focus on overcoming the challenge of a snake robot climbing on the outside of a bifurcated pipe. Inspired by the climbing postures of biological snakes, we propose an S-shaped rolling gait designed using curve transformations. For this gait, the snake robot's body presenting an S-shaped curve is wrapped mainly around one side of the pipe, which leaves space for the fork of the pipe. To overcome the difficulty in constructing and clarifying the S-shaped curve, we present a method for establishing the transformation between a plane curve and a 3D curve on a cylindrical surface. Therefore, we can intuitively design the curve in 3D space, while analytically calculating the geometric properties of the curve in simple planar coordinate systems. The effectiveness of the proposed gait is verified by actual experiments. In successful configuration scenarios, the snake robot could stably climb on the pipe and efficiently cross or climb to the bifurcation while maintaining its target shape.

在这项工作中,我们重点攻克了蛇形机器人在分叉管道外侧攀爬的难题。受生物蛇类攀爬姿态的启发,我们提出了一种利用曲线变换设计的 S 形滚动步态。在这种步态下,蛇形机器人的身体呈现 S 形曲线,主要缠绕在管道的一侧,为管道的分叉留出空间。为了克服构建和明确 S 形曲线的困难,我们提出了一种在圆柱面上建立平面曲线和三维曲线之间变换的方法。因此,我们可以在三维空间中直观地设计曲线,同时在简单的平面坐标系中分析计算曲线的几何特性。实际实验验证了拟议步态的有效性。在成功的配置方案中,蛇形机器人可以稳定地在管道上攀爬,并在保持目标形状的情况下有效地穿过或爬到分叉处。
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引用次数: 0
Bioinspiration and biomimetics in marine robotics: a review on current applications and future trends. 海洋机器人中的生物灵感和生物仿生学:当前应用和未来趋势综述。
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-04-02 DOI: 10.1088/1748-3190/ad3265
Amal Prakash, Arjun R Nair, H Arunav, Rthuraj P R, V M Akhil, Charbel Tawk, Karthik V Shankar

Over the past few years, the research community has witnessed a burgeoning interest in biomimetics, particularly within the marine sector. The study of biomimicry as a revolutionary remedy for numerous commercial and research-based marine businesses has been spurred by the difficulties presented by the harsh maritime environment. Biomimetic marine robots are at the forefront of this innovation by imitating various structures and behaviors of marine life and utilizing the evolutionary advantages and adaptations these marine organisms have developed over millennia to thrive in harsh conditions. This thorough examination explores current developments and research efforts in biomimetic marine robots based on their propulsion mechanisms. By examining these biomimetic designs, the review aims to solve the mysteries buried in the natural world and provide vital information for marine improvements. In addition to illuminating the complexities of these bio-inspired mechanisms, the investigation helps to steer future research directions and possible obstacles, spurring additional advancements in the field of biomimetic marine robotics. Considering the revolutionary potential of using nature's inventiveness to navigate and thrive in one of the most challenging environments on Earth, the current review's conclusion urges a multidisciplinary approach by integrating robotics and biology. The field of biomimetic marine robotics not only represents a paradigm shift in our relationship with the oceans, but it also opens previously unimaginable possibilities for sustainable exploration and use of marine resources by understanding and imitating nature's solutions.

在过去几年里,研究界对生物仿生学的兴趣日益浓厚,尤其是在海洋领域。由于恶劣的海洋环境带来的困难,对生物仿生学的研究成为众多商业和研究型海洋企业的革命性补救措施。仿生海洋机器人通过模仿海洋生物的各种结构和行为,利用这些海洋生物千百年来形成的进化优势和适应能力,在恶劣的条件下茁壮成长,从而走在了创新的前沿。本研究将根据生物仿真海洋机器人的推进机制,深入探讨其当前的发展和研究工作。通过研究这些生物仿生设计,本综述旨在揭开自然界的神秘面纱,为改进海洋生物提供重要信息。除了揭示这些生物启发机制的复杂性之外,这项调查还有助于引导未来的研究方向和可能存在的障碍,推动仿生海洋机器人领域取得更多进展。考虑到利用大自然的创造力在地球上最具挑战性的环境中航行和茁壮成长的革命性潜力,本综述的结论敦促采用多学科方法,将机器人学和生物学结合起来。仿生海洋机器人学领域不仅代表着我们与海洋关系的范式转变,而且通过了解和模仿大自然的解决方案,为可持续地探索和利用海洋资源开辟了以前无法想象的可能性。
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引用次数: 0
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