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Active Constraints/Virtual Fixtures: A Survey

Stuart A Bowyer, Brian Davies, Ferdinando Rodriguez y Baena

发表年份
2013
引用次数
305

摘要

Active constraints, also known as virtual fixtures, are high-level control algorithms which can be used to assist a human in man-machine collaborative manipulation tasks. The active constraint controller monitors the robotic manipulator with respect to the environment and task, and anisotropically regulates the motion to provide assistance. The type of assistance offered by active constraints can vary, but they are typically used to either guide the user along a task-specific pathway or limit the user to within a “safe” region. There are several diverse methods described within the literature for applying active constraints, and these are surveyed within this paper. The active constraint research is described and compared using a simple generalized framework, which consists of three primary processes: 1) constraint definition, 2) constraint evaluation, and 3) constraint enforcement. All relevant research approaches for each of these processes, found using search terms associated to “virtual fixture,” “active constraint” and “motion constraint,” are presented.

关键词

Constraint (computer-aided design)Task (project management)Computer scienceController (irrigation)FixtureConstraint satisfactionControl engineeringConstraint learningArtificial intelligenceMathematical optimization

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