Vision-based tactile sensors have been widely studied in the robotics field for high spatial resolution and compatibility with machine learning algorithms. However, the currently employed sensor's imaging system is bulky limiting its further application. Here we present a micro lens array (MLA) based vison system to achieve a low thickness format of the sensor package with high tactile sensing performance. Multiple micromachined micro lens units cover the whole elastic touching layer and provide a stitched clear tactile image, enabling high spatial resolution with a thin thickness of 5 mm. The thermal reflow and soft lithography method ensure the uniform spherical profile and smooth surface of micro lens. Both optical and mechanical characterization demonstrated the sensor's stable imaging and excellent tactile sensing, enabling precise 3D tactile information, such as displacement mapping and force distribution with an ultra compact-thin structure.
翻译:在机器人领域,对基于视觉的触动传感器进行了广泛的研究,以取得高空间分辨率和与机器学习算法的兼容性;然而,目前使用的传感器成像系统大量限制其进一步应用;在这里,我们展示了一个基于透镜阵列(MLA)的微镜阵列(MLA),以相对系统为基地,实现传感器包的低厚度格式,具有高触动感应性能;多显微镜组覆盖整个弹性感应层,提供缝合清晰的触动图像,使高空间分辨率的薄厚度为5毫米;热回流和软岩层摄影方法确保了统一的球形剖面和微镜光表面;光学和机械特征都展示了传感器稳定的成像和极好的触动感,使精确的3D触动信息得以应用,例如移动图和以超紧凑结构进行力分布。