一个具有高时空分辨率的机器人传感系统,用于纹理识别
Ningning Bai1,2, Yiheng Xue3, Shuiqing Chen3
1Department of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China.
Nature communications
|November 14, 2023
概括
这项研究引入了一种新的离子电子滑动传感器,用于先进的纹理识别. 这种人工感觉系统在识别材料方面达到高精度,模仿机器人和假肢的人类触摸.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 材料科学 材料科学 材料科学
- 生物医学工程 生物医学工程
背景情况:
- 人类的触觉感知依赖于压力和振动.
- 目前的机器人传感器很难同时检测静态和动态刺激,以识别纹理.
研究的目的:
- 开发一个实时的人工传感系统,用于高精度的纹理识别.
- 建立一个标准 - - 时空分辨率 - - 将传感器性能与识别能力联系起来.
主要方法:
- 开发一种单一的离子电子滑动传感器,能够检测静态和动态刺激 (0-400 Hz).
- 使用高空间 (15微米间距,6微米高度) 和频率 (0.02 Hz分辨率在400 Hz) 分辨率评估传感器性能.
- 将感觉系统集成到假肢指尖上,用于织品识别.
主要成果:
- 离子电子滑动传感器展示了细表面特征的高精度歧视.
- 该系统在确定20种商业织品时,以固定的滑动率实现了100.0%的准确性.
- 使用随机滑动率实现了98.9%的准确性,展示了强度.
结论:
- 开发的传感系统可以使用单个传感器实现高精度的纹理识别.
- 这项技术在机器人,假肢和基于触觉的虚拟现实方面具有显著的潜力,可以增强触觉感受.
相关概念视频
What is a Sensory System?
Sensory systems detect stimuli—such as light and sound waves—and transduce them into neural signals that can be interpreted by the nervous system. In addition to external stimuli detected by the senses, some sensory systems detect internal stimuli—such as the proprioceptors in muscles and tendons that send feedback about limb position.
Somatosensation
The somatosensory system relays sensory information from the skin, mucous membranes, limbs, and joints. Somatosensation is more familiarly known as the sense of touch. A typical somatosensory pathway includes three types of long neurons: primary, secondary, and tertiary. Primary neurons have cell bodies located near the spinal cord in groups of neurons called dorsal root ganglia. The sensory neurons of ganglia innervate designated areas of skin called dermatomes.
Sensory Perception: Organization of the Somatosensory System
The somatosensory system is the central and peripheral nervous system component that senses and processes touch, pressure, pain, temperature, and body position or proprioception. The process of sensation takes place at three levels:
The receptor level:
The receptor level is the first stage of sensation. It involves the detection of a stimulus by specialized sensory receptors. The stimulus must arrive within the receptor's receptive field. Next, the receptor converts the energy of the stimulus...
The receptor level:
The receptor level is the first stage of sensation. It involves the detection of a stimulus by specialized sensory receptors. The stimulus must arrive within the receptor's receptive field. Next, the receptor converts the energy of the stimulus...
Tactile and Chemical Senses
Tactile senses encompass touch, temperature, and pain, each mediated by specific receptors. Touch receptors detect mechanical energy or pressure against the skin. Sensory fibers from these receptors enter the spinal cord and relay information to the brain stem. Here, most fibers cross over to the opposite side of the brain. The touch information then moves to the thalamus, which projects a map of the body's surface onto the somatosensory areas of the parietal lobes in the cerebral cortex. This...


