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Taghavi M, Wang W, Shim K, Zhang J, Cohen I, Apsel A. Coordinated behavior of autonomous microscopic machines through local electronic pulse coupling. Sci Robot 2024; 9:eadn8067. [PMID: 39602516 DOI: 10.1126/scirobotics.adn8067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 10/31/2024] [Indexed: 11/29/2024]
Abstract
Increasingly functional microscopic machines are poised to have massive technical influence in areas including targeted drug delivery, precise surgical interventions, and environmental remediation. Such functionalities would increase markedly if collections of these microscopic machines were able to coordinate their function to achieve cooperative emergent behaviors. Implementing such coordination, however, requires a scalable strategy for synchronization-a key stumbling block for achieving collective behaviors of multiple autonomous microscopic units. Here, we show that pulse-coupled complementary metal-oxide semiconductor oscillators offer a tangible solution for such scalable synchronization. Specifically, we designed low-power oscillating modules with attached mechanical elements that exchange electronic pulses to advance their neighbor's phase until the entire system is synchronized with the fastest oscillator or "leader." We showed that this strategy is amenable to different oscillator connection topologies. The cooperative behaviors were robust to disturbances that scrambled the synchronization. In addition, when connections between oscillators were severed, the resulting subgroups synchronized on their own. This advance opens the door to functionalities in microscopic robot swarms that were once considered out of reach, ranging from autonomously induced fluidic transport to drive chemical reactions to cooperative building of physical structures at the microscale.
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Affiliation(s)
- Milad Taghavi
- Department of Electrical and Computer Engineering, Cornell University, Ithaca, NY, USA
| | - Wei Wang
- Laboratory of Atomic and Solid State Physics, Cornell University, Ithaca, NY, USA
- Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, USA
- Kavli Institute at Cornell for Nanoscale Science, Cornell University, Ithaca, NY, USA
| | - Kyubum Shim
- Department of Electrical and Computer Engineering, Cornell University, Ithaca, NY, USA
| | - Jinsong Zhang
- Laboratory of Atomic and Solid State Physics, Cornell University, Ithaca, NY, USA
| | - Itai Cohen
- Laboratory of Atomic and Solid State Physics, Cornell University, Ithaca, NY, USA
- Kavli Institute at Cornell for Nanoscale Science, Cornell University, Ithaca, NY, USA
- Department of Physics, Cornell University, Ithaca, NY, USA
- Design Technology, Cornell University, Ithaca, NY, USA
| | - Alyssa Apsel
- Department of Electrical and Computer Engineering, Cornell University, Ithaca, NY, USA
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Rieu JP, Delanoë-Ayari H, Barentin C, Nakagaki T, Kuroda S. Dynamics of centipede locomotion revealed by large-scale traction force microscopy. J R Soc Interface 2024; 21:20230439. [PMID: 38807527 PMCID: PMC11285478 DOI: 10.1098/rsif.2023.0439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 10/24/2023] [Accepted: 04/08/2024] [Indexed: 05/30/2024] Open
Abstract
We present a novel approach to traction force microscopy (TFM) for studying the locomotion of 10 cm long walking centipedes on soft substrates. Leveraging the remarkable elasticity and ductility of kudzu starch gels, we use them as a deformable gel substrate, providing resilience against the centipedes' sharp leg tips. By optimizing fiducial marker size and density and fine-tuning imaging conditions, we enhance measurement accuracy. Our TFM investigation reveals traction forces along the centipede's longitudinal axis that effectively counterbalance inertial forces within the 0-10 mN range, providing the first report of non-vanishing inertia forces in TFM studies. Interestingly, we observe waves of forces propagating from the head to the tail of the centipede, corresponding to its locomotion speed. Furthermore, we discover a characteristic cycle of leg clusters engaging with the substrate: forward force (friction) upon leg tip contact, backward force (traction) as the leg pulls the substrate while stationary, and subsequent forward force as the leg tip detaches to reposition itself in the anterior direction. This work opens perspectives for TFM applications in ethology, tribology and robotics.
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Affiliation(s)
- J. P. Rieu
- Institut Lumière Matière, Université Claude Bernard Lyon 1, CNRS, Villeurbanne69622, France
| | - H. Delanoë-Ayari
- Institut Lumière Matière, Université Claude Bernard Lyon 1, CNRS, Villeurbanne69622, France
| | - C. Barentin
- Institut Lumière Matière, Université Claude Bernard Lyon 1, CNRS, Villeurbanne69622, France
| | - T. Nakagaki
- Research Institute for Electronic Science, Hokkaido University, N20W10, Kita-ku, Hokkaido001-0020, Japan
| | - S. Kuroda
- Faculty of Software and Information Technology, Aomori University, Koubata 2-3-1, Aomori030-0943, Japan
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Tarr SW, Brunner JS, Soto D, Goldman DI. Probing Hydrodynamic Fluctuation-Induced Forces with an Oscillating Robot. PHYSICAL REVIEW LETTERS 2024; 132:084001. [PMID: 38457731 DOI: 10.1103/physrevlett.132.084001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/14/2023] [Accepted: 01/16/2024] [Indexed: 03/10/2024]
Abstract
We study the dynamics of an oscillating, free-floating robot that generates radially expanding gravity-capillary waves at a fluid surface. In open water, the device does not self-propel; near a rigid boundary, it can be attracted or repelled. Visualization of the wave field dynamics reveals that when near a boundary, a complex interference of generated and reflected waves induces a wave amplitude fluctuation asymmetry. Attraction increases as wave frequency increases or robot-boundary separation decreases. Theory on confined gravity-capillary wave radiation dynamics developed by Hocking in the 1980s captures the observed parameter dependence due to these "Hocking fields." The flexibility of the robophysical system allows detailed characterization and analysis of locally generated nonequilibrium fluctuation-induced forces [M. Kardar and R. Golestanian, Rev. Mod. Phys. 71, 1233 (1999)RMPHAT0034-686110.1103/RevModPhys.71.1233].
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Affiliation(s)
- Steven W Tarr
- School of Physics, Georgia Institute of Technology, 837 State Street, Atlanta, Georgia 30332, USA
| | - Joseph S Brunner
- School of Physics, Georgia Institute of Technology, 837 State Street, Atlanta, Georgia 30332, USA
- Department of Radiation Medicine, University of Kentucky, 800 Rose Street, Lexington, Kentucky 40536, USA
| | - Daniel Soto
- School of Physics, Georgia Institute of Technology, 837 State Street, Atlanta, Georgia 30332, USA
| | - Daniel I Goldman
- School of Physics, Georgia Institute of Technology, 837 State Street, Atlanta, Georgia 30332, USA
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Chong B, He J, Soto D, Wang T, Irvine D, Blekherman G, Goldman DI. Multilegged matter transport: A framework for locomotion on noisy landscapes. Science 2023; 380:509-515. [PMID: 37141349 DOI: 10.1126/science.ade4985] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Whereas the transport of matter by wheeled vehicles or legged robots can be guaranteed in engineered landscapes such as roads or rails, locomotion prediction in complex environments such as collapsed buildings or crop fields remains challenging. Inspired by the principles of information transmission, which allow signals to be reliably transmitted over "noisy" channels, we developed a "matter-transport" framework that demonstrates that noninertial locomotion can be provably generated over noisy rugose landscapes (heterogeneities on the scale of locomotor dimensions). Experiments confirm that sufficient spatial redundancy in the form of serially connected legged robots leads to reliable transport on such terrain without requiring sensing and control. Further analogies from communication theory coupled with advances in gaits (coding) and sensor-based feedback control (error detection and correction) can lead to agile locomotion in complex terradynamic regimes.
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Affiliation(s)
- Baxi Chong
- Interdisciplinary Graduate Program in Quantitative Biosciences, Georgia Institute of Technology, North Avenue, Atlanta, GA 30332, USA
- School of Physics, Georgia Institute of Technology, 837 State St NW, Atlanta, GA 30332, USA
| | - Juntao He
- Institute for Robotics and Intelligent Machines, Georgia Institute of Technology, 801 Atlantic Dr NW, Atlanta, GA 30332, USA
| | - Daniel Soto
- Institute for Robotics and Intelligent Machines, Georgia Institute of Technology, 801 Atlantic Dr NW, Atlanta, GA 30332, USA
| | - Tianyu Wang
- Institute for Robotics and Intelligent Machines, Georgia Institute of Technology, 801 Atlantic Dr NW, Atlanta, GA 30332, USA
| | - Daniel Irvine
- School of Mathematics, Georgia Institute of Technology, 686 Cherry St NW, Atlanta, GA 30332, USA
| | - Grigoriy Blekherman
- School of Mathematics, Georgia Institute of Technology, 686 Cherry St NW, Atlanta, GA 30332, USA
| | - Daniel I Goldman
- Interdisciplinary Graduate Program in Quantitative Biosciences, Georgia Institute of Technology, North Avenue, Atlanta, GA 30332, USA
- School of Physics, Georgia Institute of Technology, 837 State St NW, Atlanta, GA 30332, USA
- Institute for Robotics and Intelligent Machines, Georgia Institute of Technology, 801 Atlantic Dr NW, Atlanta, GA 30332, USA
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