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Cornejo J, Sierra-Garcia JE, Gomez-Gil FJ, Weitzenfeld A, Acevedo FE, Escalante I, Recuero E, Wehrtmann IS. Bio-inspired design of hard-bodied mobile robots based on arthropod morphologies: a 10 year systematic review and bibliometric analysis. BIOINSPIRATION & BIOMIMETICS 2024; 19:051001. [PMID: 38866026 DOI: 10.1088/1748-3190/ad5778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 06/12/2024] [Indexed: 06/14/2024]
Abstract
This research presents a 10-year systematic review based on bibliometric analysis of the bio-inspired design of hard-bodied mobile robot mechatronic systems considering the anatomy of arthropods. These are the most diverse group of animals whose flexible biomechanics and adaptable morphology, thus, it can inspire robot development. Papers were reviewed from two international databases (Scopus and Web of Science) and one platform (Aerospace Research Central), then they were classified according to: Year of publication (January 2013 to April 2023), arthropod group, published journal, conference proceedings, editorial publisher, research teams, robot classification according to the name of arthropod, limb's locomotion support, number of legs/arms, number of legs/body segments, limb's degrees of freedom, mechanical actuation type, modular system, and environment adaptation. During the screening, more than 33 000 works were analyzed. Finally, a total of 174 studies (90 journal-type, 84 conference-type) were selected for in-depth study: Insecta-hexapods (53.8%), Arachnida-octopods (20.7%), Crustacea-decapods (16.1%), and Myriapoda-centipedes and millipedes (9.2%). The study reveals that the most active editorials are the Institute of Electrical and Electronics Engineers Inc., Springer, MDPI, and Elsevier, while the most influential researchers are located in the USA, China, Singapore, and Japan. Most works pertained to spiders, crabs, caterpillars, cockroaches, and centipedes. We conclude that 'arthrobotics' research, which merges arthropods and robotics, is constantly growing and includes a high number of relevant studies with findings that can inspire new methods to design biomechatronic systems.
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Affiliation(s)
- José Cornejo
- Department of Electromechanical Engineering, University of Burgos, 09006 Burgos, Spain
| | | | | | - Alfredo Weitzenfeld
- Biorobotics Laboratory, Department of Computer Science and Engineering, University of South Florida, Tampa, FL, United States of America
| | - Flor E Acevedo
- Department of Entomology, The Pennsylvania State University, University Park, PA, United States of America
| | - Ignacio Escalante
- Department of Biological Sciences, University of Illinois-Chicago, 845 W Taylor St, Chicago, IL 60607, United States of America
| | - Ernesto Recuero
- Department of Plant & Environmental Sciences, 277 Poole Agricultural Center, Clemson University, Clemson, SC 29634-0310, United States of America
| | - Ingo S Wehrtmann
- Centro de Investigación en Ciencias del Mar y Limnología (CIMAR), Universidad de Costa Rica, 11501-2060 San José, Costa Rica
- Escuela de Biología, Universidad de Costa Rica, 11501-2060 San José, Costa Rica
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Grezmak J, Daltorio KA. Probing with Each Step: How a Walking Crab-like Robot Classifies Buried Cylinders in Sand with Hall-Effect Sensors. SENSORS (BASEL, SWITZERLAND) 2024; 24:1579. [PMID: 38475115 DOI: 10.3390/s24051579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Revised: 02/24/2024] [Accepted: 02/27/2024] [Indexed: 03/14/2024]
Abstract
Shallow underwater environments around the world are contaminated with unexploded ordnances (UXOs). Current state-of-the-art methods for UXO detection and localization use remote sensing systems. Furthermore, human divers are often tasked with confirming UXO existence and retrieval which poses health and safety hazards. In this paper, we describe the application of a crab robot with leg-embedded Hall effect-based sensors to detect and distinguish between UXOs and non-magnetic objects partially buried in sand. The sensors consist of Hall-effect magnetometers and permanent magnets embedded in load bearing compliant segments. The magnetometers are sensitive to magnetic objects in close proximity to the legs and their movement relative to embedded magnets, allowing for both proximity and force-related feedback in dynamically obtained measurements. A dataset of three-axis measurements is collected as the robot steps near and over different UXOs and UXO-like objects, and a convolutional neural network is trained on time domain inputs and evaluated by 5-fold cross validation. Additionally, we propose a novel method for interpreting the importance of measurements in the time domain for the trained classifier. The results demonstrate the potential for accurate and efficient UXO and non-UXO discrimination in the field.
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Affiliation(s)
- John Grezmak
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Kathryn A Daltorio
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
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Hu S, Chen X, Li J, Yu P, Xin M, Pan B, Li S, Tang Q, Wang L, Ding M, Liu K, Liu Z. Effect of Bionic Crab Shell Attitude Parameters on Lift and Drag in a Flow Field. Biomimetics (Basel) 2024; 9:81. [PMID: 38392127 PMCID: PMC10886762 DOI: 10.3390/biomimetics9020081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/22/2024] [Accepted: 01/27/2024] [Indexed: 02/24/2024] Open
Abstract
Underwater bionic-legged robots encounter significant challenges in attitude, velocity, and positional control due to lift and drag in water current environments, making it difficult to balance operational efficiency with motion stability. This study delves into the hydrodynamic properties of a bionic crab robot's shell, drawing inspiration from the sea crab's motion postures. It further refines the robot's underwater locomotion strategy based on these insights. Initially, the research involved collecting attitude data from crabs during underwater movement through biological observation. Subsequently, hydrodynamic simulations and experimental validations of the bionic shell were conducted, examining the impact of attitude parameters on hydrodynamic performance. The findings reveal that the transverse angle predominantly influences lift and drag. Experiments in a test pool with a crab-like robot, altering transverse angles, demonstrated that increased transverse angles enhance the robot's underwater walking efficiency, stability, and overall performance.
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Affiliation(s)
- Shihao Hu
- College of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001, China
| | - Xi Chen
- Heilongjiang Institute of Technology, College of Mechanical and Electrical Engineering, Harbin 150050, China
| | - Jiawei Li
- College of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, China
| | - Peiye Yu
- College of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, China
| | - Mingfei Xin
- College of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, China
| | - Biye Pan
- College of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, China
| | - Sicen Li
- College of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001, China
| | - Qinyun Tang
- College of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001, China
| | - Liquan Wang
- College of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001, China
| | - Mingxuan Ding
- College of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001, China
| | - Kaixin Liu
- College of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, China
| | - Zhaojin Liu
- College of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001, China
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Song G, Ai Q, Tong H, Xu J, Zhu S. Multi-constraint spatial coupling for the body joint quadruped robot and the CPG control method on rough terrain. BIOINSPIRATION & BIOMIMETICS 2023; 18:056010. [PMID: 37611613 DOI: 10.1088/1748-3190/acf357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 08/23/2023] [Indexed: 08/25/2023]
Abstract
Quadruped robots have frequently appeared in various situations, including wilderness rescue, planetary exploration, and nuclear power facility maintenance. The quadruped robot with an active body joint has better environmental adaptability than one without body joints. However, it is difficult to guarantee the stability of the body joint quadruped robot when walking on rough terrain. Given the above issues, this paper proposed a gait control method for the body joint quadruped robot based on multi-constraint spatial coupling (MCSC) algorithm. The body workspace of the robot is divided into three subspaces, which are solved for different gaits, and then coupled to obtain the stable workspace of the body. A multi-layer central pattern generator model based on the Hopf oscillator is built to realize the generation and switching of walk and trot gaits. Then, combined with the MCSC area of the body, the reflex adjustment strategy on different terrains is established to adjust the body's posture in real time and realize the robot's stable locomotion. Finally, the robot prototype is developed to verify the effectiveness of the control method. The simulation and experiment results show that the proposed method can reduce the offset of the swing legs and the fluctuation of the body attitude angle. Furthermore, the quadruped robot is ensured to maintain stability by dynamically modifying its body posture. The relevant result can offer a helpful reference for the control of quadruped robots in complex environments.
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Affiliation(s)
- Guozheng Song
- College of Mechanical Engineering, Zhejiang University of Technology, 310014 Hangzhou, People's Republic of China
| | - Qinglin Ai
- College of Mechanical Engineering, Zhejiang University of Technology, 310014 Hangzhou, People's Republic of China
- Key Laboratory of Special Purpose Equipment and Advanced Manufacturing Technology, Ministry of Education & Zhejiang Province, 310014 Hangzhou, People's Republic of China
| | - Hangsheng Tong
- College of Mechanical Engineering, Zhejiang University of Technology, 310014 Hangzhou, People's Republic of China
| | - Jian Xu
- College of Mechanical Engineering, Zhejiang University of Technology, 310014 Hangzhou, People's Republic of China
| | - Shaoxuan Zhu
- College of Mechanical Engineering, Zhejiang University of Technology, 310014 Hangzhou, People's Republic of China
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Lin CY, Lee JM. Multi-Locomotion Design and Implementation of Transverse Ledge Brachiation Robot Inspired by Sport Climbing. Biomimetics (Basel) 2023; 8:biomimetics8020204. [PMID: 37218790 DOI: 10.3390/biomimetics8020204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 05/12/2023] [Accepted: 05/15/2023] [Indexed: 05/24/2023] Open
Abstract
Brachiation robots mimic the locomotion of bio-primates, including continuous brachiation and ricochetal brachiation. The hand-eye coordination involved in ricochetal brachiation is complex. Few studies have integrated both continuous and ricochetal brachiation within the same robot. This study seeks to fill this gap. The proposed design mimics the transverse movements of sports climbers holding onto horizontal wall ledges. We analyzed the cause-and-effect relationship among the phases of a single locomotion cycle. This led us to apply a parallel four-link posture constraint in model-based simulation. To facilitate smooth coordination and efficient energy accumulation, we derived the required phase switching conditions as well as joint motion trajectories. Based on a two-hand-release design, we propose a new style of transverse ricochetal brachiation. This design better exploits inertial energy storage for enhanced moving distance. Experiments demonstrate the effectiveness of the proposed design. A simple evaluation method based on the final robot posture from the previous locomotion cycle is applied to predict the success of subsequent locomotion cycles. This evaluation method serves as a valuable reference for future research.
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Affiliation(s)
- Chi-Ying Lin
- Department of Mechanical Engineering, National Taiwan University of Science and Technology, No. 43, Keelung Rd., Sec. 4, Taipei 106, Taiwan
| | - Jhe-Ming Lee
- Department of Mechanical Engineering, National Taiwan University of Science and Technology, No. 43, Keelung Rd., Sec. 4, Taipei 106, Taiwan
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Picardi G, Astolfi A, Chatzievangelou D, Aguzzi J, Calisti M. Underwater legged robotics: review and perspectives. BIOINSPIRATION & BIOMIMETICS 2023; 18. [PMID: 36863018 DOI: 10.1088/1748-3190/acc0bb] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 03/02/2023] [Indexed: 05/09/2023]
Abstract
Nowadays, there is a growing awareness on the social and economic importance of the ocean. In this context, being able to carry out a diverse range of operations underwater is of paramount importance for many industrial sectors as well as for marine science and to enforce restoration and mitigation actions. Underwater robots allowed us to venture deeper and for longer time into the remote and hostile marine environment. However, traditional design concepts such as propeller driven remotely operated vehicles, autonomous underwater vehicles, or tracked benthic crawlers, present intrinsic limitations, especially when a close interaction with the environment is required. An increasing number of researchers are proposing legged robots as a bioinspired alternative to traditional designs, capable of yielding versatile multi-terrain locomotion, high stability, and low environmental disturbance. In this work, we aim at presenting the new field of underwater legged robotics in an organic way, discussing the prototypes in the state-of-the-art and highlighting technological and scientific challenges for the future. First, we will briefly recap the latest developments in traditional underwater robotics from which several technological solutions can be adapted, and on which the benchmarking of this new field should be set. Second, we will the retrace the evolution of terrestrial legged robotics, pinpointing the main achievements of the field. Third, we will report a complete state of the art on underwater legged robots focusing on the innovations with respect to the interaction with the environment, sensing and actuation, modelling and control, and autonomy and navigation. Finally, we will thoroughly discuss the reviewed literature by comparing traditional and legged underwater robots, highlighting interesting research opportunities, and presenting use case scenarios derived from marine science applications.
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Affiliation(s)
- G Picardi
- Instituto de Ciencias del Mar (ICM)-Consejo Superior de Investigaciones Científicas (CSIC), 08003 Barcelona, Spain
- The BioRobotics Institute, Scuola Superiore Sant'Anna, 56127 Pisa, Italy
- Department of Excellence in Robotics & AI, Scuola Superiore Sant'Anna, 56127 Pisa, Italy
| | - A Astolfi
- The BioRobotics Institute, Scuola Superiore Sant'Anna, 56127 Pisa, Italy
- Department of Excellence in Robotics & AI, Scuola Superiore Sant'Anna, 56127 Pisa, Italy
| | - D Chatzievangelou
- Instituto de Ciencias del Mar (ICM)-Consejo Superior de Investigaciones Científicas (CSIC), 08003 Barcelona, Spain
| | - J Aguzzi
- Instituto de Ciencias del Mar (ICM)-Consejo Superior de Investigaciones Científicas (CSIC), 08003 Barcelona, Spain
| | - M Calisti
- Lincoln Institute for Agri-Food Technology, University of Lincoln, Lincoln LN6 7TS, United Kingdom
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Chen Y, Clifton G, Graf NM, Durand K, Taylor J, Gong Y, Grezmak JE, Daltorio KA. Optimal planar leg geometry in robots and crabs for idealized rocky terrain. BIOINSPIRATION & BIOMIMETICS 2022; 17:066009. [PMID: 36055245 DOI: 10.1088/1748-3190/ac8f04] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 09/01/2022] [Indexed: 06/15/2023]
Abstract
Natural terrain is uneven so it may be beneficial to grasp onto the depressions or 'valleys' between obstacles when walking over such a surface. To examine how leg geometry influences walking across obstacles with valleys, we (1) modeled the performance of a two-linkage leg with parallel axis 'hip' and 'knee' joints to determine how relative segment lengths influence stepping across rocks of varying diameter, and (2) measured the walking limbs in two species of intertidal crabs,Hemigrapsus nudusandPachygrapsus crassipes, which live on rocky shores and granular terrains. We idealized uneven terrains as adjacent rigid hemispherical 'rocks' with valleys between them and calculated kinematic factors such as workspace, limb angles with respect to the ground, and body configurations needed to step over rocks. We first find that the simulated foot tip radius relative to the rock radius is limited by friction and material failure. To enable force closure for grasping, and assuming that friction coefficients above 0.5 are unrealistic, the foot tip radius must be at least 10 times smaller than that of the rocks. However, ratios above 15 are at risk of fracture. Second, we find the theoretical optimal leg geometry for robots is, with the distal segment 0.63 of the total length, which enables the traversal of rocks with a diameter that is 37% of the total leg length. Surprisingly, the intertidal crabs' walking limbs cluster around the same limb ratio of 0.63, showing deviations for limbs less specialized for walking. Our results can be applied broadly when designing segment lengths and foot shapes for legged robots on uneven terrain, as demonstrated here using a hexapod crab-inspired robot. Furthermore, these findings can inform our understanding of the evolutionary patterns in leg anatomy associated with adapting to rocky terrain.
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Affiliation(s)
- Yang Chen
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, United States of America
| | - Glenna Clifton
- Biology Department, University of Portland, Portland, OR, United States of America
| | - Nicole M Graf
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, United States of America
| | - Kayla Durand
- Biology Department, University of Portland, Portland, OR, United States of America
| | - Jennifer Taylor
- Marine Biology Research Division, Scripps Institution of Oceanography, UC San Diego, CA, United States of America
| | - Yifeng Gong
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, United States of America
| | - John E Grezmak
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, United States of America
| | - Kathryn A Daltorio
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, United States of America
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Graf NM, Grezmak JE, Daltorio KA. Get a grip: inward dactyl motions improve efficiency of sideways-walking gait for an amphibious crab-like robot. BIOINSPIRATION & BIOMIMETICS 2022; 17:066008. [PMID: 35926481 DOI: 10.1088/1748-3190/ac8710] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 08/04/2022] [Indexed: 06/15/2023]
Abstract
Crabs are adept at traversing natural terrains that are challenging for mobile robots. Curved dactyls are a characteristic feature that engage terrain in order to resist wave forces in surf zones. Inward gripping motions at the onset of the stance could increase stability. Here, we add inward gripping motions to the foot trajectories of walking gaits to determine the energetic costs and speed for our 12 degree of freedom (DOF) crab-like robot, Sebastian. Specifically, we compared two gaits in which the step size (stance length) was the same, but the swing trajectories were either triangular (to minimize trajectory length) or quadrilateral (in which the leg deliberately oversteps in order to perform a distributed inward grip). The resulting gripping quadrilateral gait significantly outperformed the nongripping triangular gait on diverse terrains (hard linoleum, soft mats, and underwater sand), providing between 15% and 34% energy savings. Using this gait eliminates the advantage of spherical end effectors for slip reduction on hard linoleum, which may lead to a better understanding of how to use crab-like morphology for more efficient locomotion. Finally, we subjected the walking robot to lab-generated waves with a wave height approximately 166% of the dactyl length. Both gaits enabled the robot to walk undisturbed by the waves. Taken together, these results suggest that impact trajectory will be key for future amphibious robots. Future work can provide a deeper understanding of the relationships between dactyls, gaits, and substrates in biology and robots.
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Affiliation(s)
- N M Graf
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, United States of America
| | - J E Grezmak
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, United States of America
| | - K A Daltorio
- Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, United States of America
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