Towards human-like bimanual movements in anthropomorphic robots: a nonlinear optimization approach

Previously we have presented a model for generating human-like arm and hand movements on an unimanual anthropomorphic robot involved in human-robot collaboration tasks. The present paper aims to extend our model in order to address the generation of human-like bimanual movement sequences which are c...

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Detalhes bibliográficos
Autor principal: Silva, Eliana Oliveira Costa (author)
Outros Autores: Costa, M. Fernanda P. (author), Araújo, José Pedro Ferreira (author), Machado, Dario (author), Louro, Luís (author), Erlhagen, Wolfram (author), Bicho, Estela (author)
Formato: article
Idioma:eng
Publicado em: 2015
Assuntos:
Large scale nonlinear optimization
Ipopt
Bimanual human-like movements
Anthropomorphic robot
Ciências Naturais::Matemáticas
Texto completo:http://hdl.handle.net/1822/39240
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/39240
Descrição
Resumo:Previously we have presented a model for generating human-like arm and hand movements on an unimanual anthropomorphic robot involved in human-robot collaboration tasks. The present paper aims to extend our model in order to address the generation of human-like bimanual movement sequences which are challenged by scenarios cluttered with obstacles. Movement planning involves large scale nonlinear constrained optimization problems which are solved using the IPOPT solver. Simulation studies show that the model generates feasible and realistic hand trajectories for action sequences involving the two hands. The computational costs involved in the planning allow for real-time human robot-interaction. A qualitative analysis reveals that the movements of the robot exhibit basic characteristics of human movements.

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