Gait transition and modulation in a quadruped robot : a brainstem-like modulation approach

Detalhes bibliográficos
Autor(a) principal: Santos, Cristina
Data de Publicação: 2011
Outros Autores: Matos, Vítor
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/14843
Resumo: In this article, we propose a bio-inspired architecture for a quadruped robot that is able to initiate/stop locomotion; generate different gaits, and to easily select and switch between the different gaits according to the speed and/or the behavioral context. This improves the robot stability and smoothness while locomoting. We apply nonlinear oscillators to model Central Pattern Generators (CPGs). These generate the rhythmic locomotor movements for a quadruped robot. The generated trajectories are modulated by a tonic signal, that encodes the required activity and/or modulation. This drive signal strength is mapped onto sets of CPG parameters. By increasing the drive signal, locomotion can be elicited and velocity increased while switching to the appropriate gaits. This drive signal can be specified according to sensory information or set a priori. The system is implemented in a simulated and real AIBO robot. Results demonstrate the adequacy of the architecture to generate and modulate the required coordinated trajectories according to a velocity increase; and to smoothly and easily switch among the different motor behaviors.
id RCAP_e879bc3f5b78c9a8b2ad1f68f6639f83
oai_identifier_str oai:repositorium.sdum.uminho.pt:1822/14843
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Gait transition and modulation in a quadruped robot : a brainstem-like modulation approachCPGsAutonomous robotsQuadruped locomotionContinuous gait switchingArchitecture bio-inspiredGait modulationScience & TechnologyIn this article, we propose a bio-inspired architecture for a quadruped robot that is able to initiate/stop locomotion; generate different gaits, and to easily select and switch between the different gaits according to the speed and/or the behavioral context. This improves the robot stability and smoothness while locomoting. We apply nonlinear oscillators to model Central Pattern Generators (CPGs). These generate the rhythmic locomotor movements for a quadruped robot. The generated trajectories are modulated by a tonic signal, that encodes the required activity and/or modulation. This drive signal strength is mapped onto sets of CPG parameters. By increasing the drive signal, locomotion can be elicited and velocity increased while switching to the appropriate gaits. This drive signal can be specified according to sensory information or set a priori. The system is implemented in a simulated and real AIBO robot. Results demonstrate the adequacy of the architecture to generate and modulate the required coordinated trajectories according to a velocity increase; and to smoothly and easily switch among the different motor behaviors.The authors gratefully acknowledge Keir Pearson for all the discussions and help. This work is funded by FEDER Funding supported by the Operational Program Competitive Factors COMPETE and National Funding supported by the FCT - Foundation for Science and Technology through project PTDC/EEACRO/100655/2008.ElsevierUniversidade do MinhoSantos, CristinaMatos, Vítor2011-092011-09-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/14843eng0921-889010.1016/j.robot.2011.05.003info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:30:32Zoai:repositorium.sdum.uminho.pt:1822/14843Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:25:43.776027Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Gait transition and modulation in a quadruped robot : a brainstem-like modulation approach
title Gait transition and modulation in a quadruped robot : a brainstem-like modulation approach
spellingShingle Gait transition and modulation in a quadruped robot : a brainstem-like modulation approach
Santos, Cristina
CPGs
Autonomous robots
Quadruped locomotion
Continuous gait switching
Architecture bio-inspired
Gait modulation
Science & Technology
title_short Gait transition and modulation in a quadruped robot : a brainstem-like modulation approach
title_full Gait transition and modulation in a quadruped robot : a brainstem-like modulation approach
title_fullStr Gait transition and modulation in a quadruped robot : a brainstem-like modulation approach
title_full_unstemmed Gait transition and modulation in a quadruped robot : a brainstem-like modulation approach
title_sort Gait transition and modulation in a quadruped robot : a brainstem-like modulation approach
author Santos, Cristina
author_facet Santos, Cristina
Matos, Vítor
author_role author
author2 Matos, Vítor
author2_role author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Santos, Cristina
Matos, Vítor
dc.subject.por.fl_str_mv CPGs
Autonomous robots
Quadruped locomotion
Continuous gait switching
Architecture bio-inspired
Gait modulation
Science & Technology
topic CPGs
Autonomous robots
Quadruped locomotion
Continuous gait switching
Architecture bio-inspired
Gait modulation
Science & Technology
description In this article, we propose a bio-inspired architecture for a quadruped robot that is able to initiate/stop locomotion; generate different gaits, and to easily select and switch between the different gaits according to the speed and/or the behavioral context. This improves the robot stability and smoothness while locomoting. We apply nonlinear oscillators to model Central Pattern Generators (CPGs). These generate the rhythmic locomotor movements for a quadruped robot. The generated trajectories are modulated by a tonic signal, that encodes the required activity and/or modulation. This drive signal strength is mapped onto sets of CPG parameters. By increasing the drive signal, locomotion can be elicited and velocity increased while switching to the appropriate gaits. This drive signal can be specified according to sensory information or set a priori. The system is implemented in a simulated and real AIBO robot. Results demonstrate the adequacy of the architecture to generate and modulate the required coordinated trajectories according to a velocity increase; and to smoothly and easily switch among the different motor behaviors.
publishDate 2011
dc.date.none.fl_str_mv 2011-09
2011-09-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/14843
url http://hdl.handle.net/1822/14843
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0921-8890
10.1016/j.robot.2011.05.003
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799132742095470592