Formalization of Temporal and Spatial Constraints of Bimanual Manipulation Categories

Executing bimanual manipulation tasks on humanoid robots introduces additional challenges due to inherent spatial and temporal coordination between both hands. In our previous work, we proposed the Bimanual Manipulation Taxonomy, which defines categories of bimanual manipulation strategies based on the coordination and physical interaction between both hands, the role of each hand in the task, and the symmetry of arm movements during task execution. In this work, we build upon this taxonomy and provide a formalization of temporal and spatial constraints associated with each category of the taxonomy. This formalization uses Petri nets to represent temporal constraints and differentiates between relative and global targets. We incorporate these constraints in a category-specific controller to enable reactive adaptation of the behavior according to the respective coordination constraints. We evaluated our approach in simulation and in real-world experiments on the humanoid robot ARMAR-6. The results demonstrate that category-specific constraints can be enforced when needed while maintaining flexibility to accommodate additional constraints.

Authors

Institutions

Publication Details

Published
2024-10-14
DOI
https://doi.org/10.1109/iros58592.2024.10801861
Primary Topic
Engineering Technology and Methodologies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Formalization of Temporal and Spatial Constraints of Bimanual Manipulation Categories

Tamim Asfour, Franziska Krebs
Engineering Technology and Methodologies
article

Formalization of Temporal and Spatial Constraints of Bimanual Manipulation Categories

Tamim Asfour, Franziska Krebs
article en

Abstract

Executing bimanual manipulation tasks on humanoid robots introduces additional challenges due to inherent spatial and temporal coordination between both hands. In our previous work, we proposed the Bimanual Manipulation Taxonomy, which defines categories of bimanual manipulation strategies based on the coordination and physical interaction between both hands, the role of each hand in the task, and the symmetry of arm movements during task execution. In this work, we build upon this taxonomy and provide a formalization of temporal and spatial constraints associated with each category of the taxonomy. This formalization uses Petri nets to represent temporal constraints and differentiates between relative and global targets. We incorporate these constraints in a category-specific controller to enable reactive adaptation of the behavior according to the respective coordination constraints. We evaluated our approach in simulation and in real-world experiments on the humanoid robot ARMAR-6. The results demonstrate that category-specific constraints can be enforced when needed while maintaining flexibility to accommodate additional constraints.

Karlsruhe Institute of Technology (DE)
Ministry of Education
Reduced inequalities
Openalex Percentile: Top 64%
Engineering Technology and Methodologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.