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Title: An overview of micro/nanorobot swarm control : from fundamental understanding to autonomy
Authors: Jiang, J
Yang, L 
Zhang, L
Issue Date: Jun-2025
Source: IEEE/ASME transactions on mechatronics, June 2025, v. 30, no. 3, p. 2338-2354
Abstract: Micro/nanorobots have gained increasing attention worldwide owing to their promising potential in biomedicine. Benefiting from their small size and controllability, micro/nanorobots are ideal candidates for applications including targeted therapy, minimally invasive surgery, and drug delivery in physiological environments. However, the micro/nano-scale dimension hinders the ability and future application of miniature robots in the meantime. In recent years, swarm micro/nanorobotics has emerged as a rapidly developing interdisciplinary field. By simultaneously manipulating multiple micro/nanorobots, a micro/nanoswarm possesses larger delivery dose, better adaptivity to external environments, and better imaging contrast. Unlike macroscale robotic systems, implementing sensors or power supplies on micro/nanorobots is hard to achieve, which brings challenges for the control, feedback, and interagent communication of swarm micro/nanorobotics. In this review, we summarize stateof-the-art research about micro/nanoswarm, including actuation, imaging, and automatic control. Effective driving strategies and feedback methods provide the foundation for practical application. With the assistance of advanced control algorithms, micro/nanoswarms are able to exhibit computational intelligence. Compared to manual control, micro/nanoswarm systems with high-level autonomy is able to conduct bio-tasks with better efficiency and precision. Moreover, the future challenges and directions for micro/nanoswarms are discussed. With this review, we aim to provide a comprehensive understanding and valuable guidance for swarm micro/nanorobotics researchers.
Keywords: Magnetoacoustic effects
Magnetic resonance imaging
Robots
Navigation
Imaging
Reviews
Permanent magnets
Automatic control
Deep learning
Medical imaging
Micro/nanorobots
Swarm micro/nanorobotics
Publisher: Institute of Electrical and Electronics Engineers
Journal: IEEE/ASME transactions on mechatronics 
ISSN: 1083-4435
DOI: 10.1109/TMECH.2024.3449393
Rights: © 2024 The Authors. This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/
The following publication Jiang, J., Yang, L., & Zhang, L. (2024). An overview of micro/nanorobot swarm control: From fundamental understanding to autonomy. IEEE/ASME Transactions on Mechatronics, 30(3), 2338-2354 is available at https://doi.org/10.1109/TMECH.2024.3449393.
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