论文标题
比较在灵巧的手中触觉感测的压电底物
Comparing Piezoresistive Substrates for Tactile Sensing in Dexterous Hands
论文作者
论文摘要
尽管已显示触觉皮肤可用于检测机器人臂及其环境之间的碰撞,但并未广泛用于改善机器人抓握和手持操作。我们提出了一种新型的传感器设计,用于覆盖现有的多指机器人手。我们在台式实验中使用织物和抗静态泡沫底物分析了四种不同的压电材料的性能。我们发现,尽管压电泡沫设计为包装材料,而不是用作传感底物,但它的性能与专门为此目的设计的织物相当。尽管这些结果证明了压电泡沫对触觉传感应用的潜力,但它们并未完全表征这些传感器在机器人操作中使用的功效。因此,我们使用低密度泡沫底物开发可扩展的触觉皮肤,该皮肤可以附着在机器人手的手掌上。我们使用该传感器展示了几项机器人操纵任务,以显示其可靠地检测和本地化接触的能力,并在掌握和运输任务期间分析接触模式。我们的项目网站提供了有关传感器开发和分析中使用的所有材料,软件和数据的详细信息:https://sites.google.com/gcloud.utah.edu/piezoresistive-tactile-sensing/。
While tactile skins have been shown to be useful for detecting collisions between a robotic arm and its environment, they have not been extensively used for improving robotic grasping and in-hand manipulation. We propose a novel sensor design for use in covering existing multi-fingered robot hands. We analyze the performance of four different piezoresistive materials using both fabric and anti-static foam substrates in benchtop experiments. We find that although the piezoresistive foam was designed as packing material and not for use as a sensing substrate, it performs comparably with fabrics specifically designed for this purpose. While these results demonstrate the potential of piezoresistive foams for tactile sensing applications, they do not fully characterize the efficacy of these sensors for use in robot manipulation. As such, we use a low density foam substrate to develop a scalable tactile skin that can be attached to the palm of a robotic hand. We demonstrate several robotic manipulation tasks using this sensor to show its ability to reliably detect and localize contact, as well as analyze contact patterns during grasping and transport tasks. Our project website provides details on all materials, software, and data used in the sensor development and analysis: https://sites.google.com/gcloud.utah.edu/piezoresistive-tactile-sensing/.