LAPSE:2023.29110v1
Published Article
LAPSE:2023.29110v1
Energy Efficiency of a Quadruped Robot with Neuro-Inspired Control in Complex Environments
Paolo Arena, Luca Patanè, Salvatore Taffara
April 13, 2023
Abstract
This paper proposes an analysis of the energy efficiency of a small quadruped robotic structure, designed based on the MIT Mini Cheetah, controlled using a central pattern generator based on the FitzHugh−Nagumo neuron. The robot’s performance evaluated on structurally complex terrain in a dynamic simulation environment is compared with other robotic structures on wheels and with hybrid architectures. The energy cost involved in carrying out an assigned task involving the need to traverse uneven terrain is calculated as a relevant index to be taken into account. In particular, simple control strategies impacting the leg trajectories are taken into account as the main factors affecting the energy efficiency in different terrain configurations. The adaptation of the leg trajectories is evaluated depending on the terrain characteristics, improving the locomotion performance.
Keywords
cost of transport, dynamic simulation, FitzHugh–Nagumo’s neuron, leg trajectories, nullcline-based control strategy, quadruped robot
Suggested Citation
Arena P, Patanè L, Taffara S. Energy Efficiency of a Quadruped Robot with Neuro-Inspired Control in Complex Environments. (2023). LAPSE:2023.29110v1
Author Affiliations
Arena P: Dipartimento di Ingegneria Elettrica Elettronica e Informatica, University of Catania, Viale A. Doria 6, 95100 Catania, Italy; Institute for Systems Analysis and Computer Science “Antonio Ruberti”, IASI-CNR, Via dei Taurini 19, 00185 Roma, Italy
Patanè L: Dipartimento di Ingegneria, Università degli Studi di Messina, Contrada di Dio, 98166 Messina, Italy [ORCID]
Taffara S: Dipartimento di Ingegneria Elettrica Elettronica e Informatica, University of Catania, Viale A. Doria 6, 95100 Catania, Italy
Journal Name
Energies
Volume
14
Issue
2
Article Number
en14020433
Year
2021
Publication Date
2021-01-14
ISSN
1996-1073
Version Comments
Original Submission
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PII: en14020433, Publication Type: Journal Article
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LAPSE:2023.29110v1
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https://doi.org/10.3390/en14020433
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