IEEE Trans Haptics. 2019 Jul-Sep;12(3):363-374. doi: 10.1109/TOH.2019.2927338. Epub 2019 Jul 9.
To achieve a smooth and safe guiding of a drone formation by a human operator, we propose a novel interaction strategy for a human-swarm communication, which combines impedance control and vibrotactile feedback. The presented approach takes into account the human hand velocity and changes the formation shape and dynamics accordingly using impedance interlinks simulated between quadrotors, which helps to achieve a natural swarm behavior. Several tactile patterns representing static and dynamic parameters of the swarm are proposed. The user feels the state of the swarm at the fingertips and receives valuable information to improve the controllability of the complex formation. A user study revealed the patterns with high recognition rates. A flight experiment demonstrated the possibility to accurately navigate the formation in a cluttered environment using only tactile feedback. Subjects stated that tactile sensation allows guiding the drone formation through obstacles and makes the human-swarm communication more interactive. The proposed technology can potentially have a strong impact on the human-swarm interaction, providing a higher level of awareness during the swarm navigation.
为实现人类操作员对无人机编队的平稳、安全引导,我们提出了一种新的人机 swarm 通信交互策略,该策略结合了阻抗控制和振动触觉反馈。所提出的方法考虑了人手速度,并使用四旋翼之间模拟的阻抗互联相应地改变编队形状和动力学,这有助于实现自然的 swarm 行为。提出了几种代表 swarm 静态和动态参数的触觉模式。用户在指尖感受到 swarm 的状态,并接收有价值的信息,以提高复杂编队的可控性。用户研究显示这些模式具有很高的识别率。飞行实验证明,仅使用触觉反馈即可在杂乱环境中准确地引导编队。参与者表示,触觉感觉允许他们通过障碍物引导无人机编队,并且使人机 swarm 通信更加交互。所提出的技术可能会对人机 swarm 交互产生重大影响,在 swarm 导航过程中提供更高的感知水平。