基于粒子群算法的变力手/物交互热接触阻力估计

Fouad Maamir, M. Guiatni, Y. Morsly, A. Kheddar
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引用次数: 3

摘要

在多模态系统中集成热相互作用需要了解用户的感觉能力和周围环境的热行为。热反馈,作为触觉反馈的一部分,可以帮助对象识别,或在创建一个给定对象的更完整的触觉签名。然而,在指尖和给定的触摸物体之间发生的热交换受接触条件的影响。提出了一种基于粒子群算法的接触热阻识别方法。这种阻力是用描述热交换的热模型来估计可变力手/物体相互作用的。实验结果验证了该方法在接触真实和模拟物体时的有效性。
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PSO algorithm based thermal contact resistance estimation for variable force hand/object interaction
Integrating thermal interactions in multimodal systems requires understanding both users sensory abilities and the thermal behaviors of the surrounding environment. Thermal feedback, as a part of haptic feedback can assist in object identification, or in the creation of a more complete haptic signature of a given object. However, the heat exchange occurring between a fingertip and a given touched object is affected by the contact conditions. This paper proposes a Particle Swarm Optimization (PSO) algorithm for identification of thermal contact resistance. This resistance is estimated for variable force Hand/Object Interaction using a thermal model describing the heat exchange. Experimental results validating the proposed approach are evaluated when touching real and simulated objects.
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