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Assessing assumptions in kinematic hand models: A review

机译:运动手模型中的假设评估:综述

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摘要

The incredible complexity of the human hand makes accurate modeling difficult. When implementing a kinematic hand model, many simplifications are made, either to provide simpler analytical solutions, to ease implementation, or to speed up computation for real time applications. However, it is important to understand the trade-offs that certain simplifications entail — the kinematic structure chosen can have important implications for the final model accuracy. This paper provides a brief overview of the biomechanics of the human hand, followed by an in-depth review of kinematic models presented in the literature. This review discusses some simplifications that may often be inappropriate, such as assuming no metacarpal bone motion or assuming orthogonal, intersecting thumb axes. This discussion should help researchers select appropriate kinematic models for applications including anthropomorphic hand design, humancomputer interaction, surgery, rehabilitation, and ergonomics. Some modeling issues remain unclear in the current literature. Future work could compare thumb MCP models and better investigate unactuated compliant degrees of freedom in the hand.
机译:人手令人难以置信的复杂性使精确建模变得困难。在实现运动手模型时,会进行许多简化,以提供更简单的分析解决方案,简化实现过程或加快实时应用的计算速度。但是,重要的是要理解某些简化所需要的取舍-选择的运动学结构可能会对最终模型的准确性产生重要影响。本文提供了人类手的生物力学的简要概述,然后深入研究了文献中提出的运动学模型。这篇评论讨论了一些通常不适当的简化方法,例如假设没有掌骨运动或假设正交的拇指轴相交。该讨论将帮助研究人员为应用程序选择合适的运动学模型,包括拟人化的手设计,人机交互,手术,康复和人体工程学。在当前文献中,一些建模问题仍然不清楚。未来的工作可以比较拇指MCP模型,并更好地研究手中未操纵的顺应性自由度。

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