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An evolutionary approach for the motion planning of redundant and hyper-redundant manipulators

dc.contributor.authorMarcos, Maria da Graça
dc.contributor.authorMachado, J. A. Tenreiro
dc.contributor.authorAzevedo-Perdicoúlis, T. P.
dc.date.accessioned2014-03-28T11:10:31Z
dc.date.available2014-03-28T11:10:31Z
dc.date.issued2010
dc.description.abstractThe trajectory planning of redundant robots is an important area of research and efficient optimization algorithms are needed. The pseudoinverse control is not repeatable, causing drift in joint space which is undesirable for physical control. This paper presents a new technique that combines the closed-loop pseudoinverse method with genetic algorithms, leading to an optimization criterion for repeatable control of redundant manipulators, and avoiding the joint angle drift problem. Computer simulations performed based on redundant and hyper-redundant planar manipulators show that, when the end-effector traces a closed path in the workspace, the robot returns to its initial configuration. The solution is repeatable for a workspace with and without obstacles in the sense that, after executing several cycles, the initial and final states of the manipulator are very close.por
dc.identifier.doi10.1007/s11071-009-9584-ypt_PT
dc.identifier.issn0924-090X
dc.identifier.issn1573-269X
dc.identifier.urihttp://hdl.handle.net/10400.22/4272
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherSpringerpor
dc.relation.ispartofseriesNonlinear Dynamics; Vol. 60, Issue 1-2
dc.relation.publisherversionhttp://link.springer.com/article/10.1007%2Fs11071-009-9584-ypor
dc.subjectRedundant manipulatorspor
dc.subjectHyper-redundant manipulatorspor
dc.subjectRobotspor
dc.subjectKinematicspor
dc.subjectGenetic algorithmspor
dc.subjectTrajectory planningpor
dc.titleAn evolutionary approach for the motion planning of redundant and hyper-redundant manipulatorspor
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage129por
oaire.citation.issueIssue 1-2por
oaire.citation.startPage115por
oaire.citation.titleNonlinear Dynamicspor
oaire.citation.volumeVol. 60por
person.familyNameTenreiro Machado
person.givenNameJ. A.
person.identifier.ciencia-id7A18-4935-5B29
person.identifier.orcid0000-0003-4274-4879
person.identifier.ridM-2173-2013
person.identifier.scopus-author-id55989030100
rcaap.rightsopenAccesspor
rcaap.typearticlepor
relation.isAuthorOfPublication82cd5c17-07b6-492b-b3e3-ecebdad1254f
relation.isAuthorOfPublication.latestForDiscovery82cd5c17-07b6-492b-b3e3-ecebdad1254f

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