Abstract
As pneumatic robotics evolve toward high-degree-of-freedom arrays with multiple actuators, the conventional one-valve-one-actuator control paradigm inevitably leads to component redundancy and convoluted tubing layouts. To fundamentally reduce the controller’s quantity, here we propose a bioinspired customizable mechanical central pattern generator as an entirely electronics-free one-to-many scalable pneumatic control core. As an externally-clocked mechanical central pattern generator analog, this device integrates multi-channel timing logic into a single physical unit, enabling a single pneumatic input to drive multiple output channels in coordinated, predefined sequences and thereby achieving efficient 1:n pneumatic control over multiple actuators. Experimental characterizations of four- and five-channel configurations demonstrate pressure retention rates exceeding 90.8% across varying input pressures and loads. Leveraging discrete and mechanically-latched state transitions, the device decouples its internal clock from external load dynamics, ensuring exceptional sequence fidelity even under physical disturbances. Applications involving a three-chamber pipeline robot, a point-to-point material handling system, and a five-fingered dexterous hand comprehensively demonstrate the device’s remarkable multi-channel coordination, scalability, and customizability. By embedding control logic into its physical structure, this work fundamentally breaks the coupling between system complexity and controller count, providing a new paradigm for electronics-free and autonomous pneumatic systems.
Similar content being viewed by others
Acknowledgements
The authors disclose support for the research of this work from the National Natural Science Foundation of China (No. 52575129) and the General Projects of Natural Science Foundation of Shanghai (No. 24ZR1423200).
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Qi, Y., Zhao, Y., Shao, J. et al. A bio-inspired customizable mechanical central pattern generator enables one-to-many scalable pneumatic control. Commun Eng (2026). https://doi.org/10.1038/s44172-026-00680-x
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s44172-026-00680-x


