Node-wise monotone barrier coupling law for formation control

We study a node-wise monotone barrier coupling law, motivated by the synaptic coupling of neural central pattern generators. It is illustrated that this coupling imitates the desirable properties of neural central pattern generators. In particular, the coupling law (1) allows us to assign multiple c...

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Main Authors: Lee, Jin Gyu, Mostajeran, Cyrus, Van Goffrier, Graham
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2024
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Online Access:https://hdl.handle.net/10356/174877
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1748772024-04-15T15:37:10Z Node-wise monotone barrier coupling law for formation control Lee, Jin Gyu Mostajeran, Cyrus Van Goffrier, Graham School of Physical and Mathematical Sciences Mathematical Sciences Neural central pattern generators Formation control We study a node-wise monotone barrier coupling law, motivated by the synaptic coupling of neural central pattern generators. It is illustrated that this coupling imitates the desirable properties of neural central pattern generators. In particular, the coupling law (1) allows us to assign multiple central patterns on the circle and (2) allows for rapid switching between different patterns via simple 'kicks'. In the end, we achieve full control by partitioning the state space by utilizing a barrier effect and assigning a unique steady-state behavior to each element of the resulting partition. We analyze the global behavior and study the viability of the design. Nanyang Technological University Published version J.G.L. was supported by the National Research Foundation of Korea grant funded by the Korean government (Ministry of Science and ICT) under No. NRF-2017R1E1A1A03070342. C.M. was supported by a Presidential Postdoctoral Fellowship at NTU and an Early Career Research Fellowship at the University of Cambridge. G.V.G. was supported by the UCL Centre for Doctoral Training in Data Intensive Science funded by STFC, and by an Overseas Research Scholarship from UCL. 2024-04-15T04:49:37Z 2024-04-15T04:49:37Z 2024 Journal Article Lee, J. G., Mostajeran, C. & Van Goffrier, G. (2024). Node-wise monotone barrier coupling law for formation control. Entropy, 26(2), e26020134-. https://dx.doi.org/10.3390/e26020134 1099-4300 https://hdl.handle.net/10356/174877 10.3390/e26020134 38392389 2-s2.0-85185923776 2 26 e26020134 en Entropy © 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/). application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Mathematical Sciences
Neural central pattern generators
Formation control
spellingShingle Mathematical Sciences
Neural central pattern generators
Formation control
Lee, Jin Gyu
Mostajeran, Cyrus
Van Goffrier, Graham
Node-wise monotone barrier coupling law for formation control
description We study a node-wise monotone barrier coupling law, motivated by the synaptic coupling of neural central pattern generators. It is illustrated that this coupling imitates the desirable properties of neural central pattern generators. In particular, the coupling law (1) allows us to assign multiple central patterns on the circle and (2) allows for rapid switching between different patterns via simple 'kicks'. In the end, we achieve full control by partitioning the state space by utilizing a barrier effect and assigning a unique steady-state behavior to each element of the resulting partition. We analyze the global behavior and study the viability of the design.
author2 School of Physical and Mathematical Sciences
author_facet School of Physical and Mathematical Sciences
Lee, Jin Gyu
Mostajeran, Cyrus
Van Goffrier, Graham
format Article
author Lee, Jin Gyu
Mostajeran, Cyrus
Van Goffrier, Graham
author_sort Lee, Jin Gyu
title Node-wise monotone barrier coupling law for formation control
title_short Node-wise monotone barrier coupling law for formation control
title_full Node-wise monotone barrier coupling law for formation control
title_fullStr Node-wise monotone barrier coupling law for formation control
title_full_unstemmed Node-wise monotone barrier coupling law for formation control
title_sort node-wise monotone barrier coupling law for formation control
publishDate 2024
url https://hdl.handle.net/10356/174877
_version_ 1800916317547528192