在一个不动的旋上编码手动旋转
IEEE transactions on haptics
|June 30, 2025
概括
这项研究引入了一种使用电容感应和神经网络来跟踪手动旋转的新型静止旋. 虽然准确,但它需要用户适应以实现直观的交互,为物理按提供了耐用的替代方案.
科学领域:
- 人与计算机的交互
- 嵌入式系统工程 嵌入式系统工程
- 机器学习应用 机器学习应用
背景情况:
- 在专业环境中,物理旋是首选的,因为它们具有成本效益和高效的旋转编码.
- 传统的旋在恶劣的环境中容易受到电机损坏,造成安全和生产率的风险.
研究的目的:
- 设计和原型一个不动的圆柱形装置,用于编码手动旋转.
- 通过提供耐用,耐损坏的替代品来克服物理按的局限性.
主要方法:
- 利用电容传感来追踪设备侧面上的指纹接触位置.
- 开发了一个基于神经网络的编码算法,用于嵌入式硬件上的实时手动旋转分类.
主要成果:
- 用户测试显示的准确性与之前的不动旋实验相美.
- 准确度略有下降,可能是由于传感技术和算法.
- 主观反表明需要用户适应,以实现与静止按的直观交互.
结论:
- 开发的不动旋为传统的物理旋提供了可行的,强大的替代方案.
- 实现与这种新设备的自然互动,需要调整根深蒂固的运动技能.
- 进一步完善传感和算法可能会提高精度和用户体验.
相关概念视频
Rotational Motion about a Fixed Axis
720
A rigid body's rotation around a fixed axis makes every point within it trace a circular path around a specific line or point. The term given to this type of spinning is defined by the angular position, symbolized by the angle θ. This angle is gauged from a static reference line to the revolving object. From this angular position, any variation is referred to as angular displacement, denoted by dθ. The extent of this displacement can be calculated in degrees, radians, or...
720
Rotation with Constant Angular Acceleration - II
6.2K
Kinematics is the description of motion. The kinematics of rotational motion discusses the relationships between rotation angle, angular velocity, angular acceleration, and time. One can describe many things with great precision using kinematics, but kinematics does not consider causes. For example, a large angular acceleration describes a very rapid change in angular velocity without any consideration of its cause. Thus, rotational kinematics does not represent the laws of nature.
The first...
The first...
6.2K
Kinematic Equations for Rotation
380
In mechanics, when one observes a rigid body in rotational motion with constant angular acceleration, it is possible to establish equations for its rotational kinematics. This process resembles how linear kinematics are dealt with in simpler motion studies.
For instance, imagine a point A on a rigid body engaged in circular motion. The translational velocity of this particular point can be calculated by taking the time derivatives of the displacement equation, which essentially measures the...
For instance, imagine a point A on a rigid body engaged in circular motion. The translational velocity of this particular point can be calculated by taking the time derivatives of the displacement equation, which essentially measures the...
380
Rotation with Constant Angular Acceleration - I
6.9K
If angular acceleration is constant, then we can simplify equations of rotational kinematics, similar to the equations of linear kinematics. This simplified set of equations can be used to describe many applications in physics and engineering where the angular acceleration of a system is constant.
Using our intuition, we can begin to see how rotational quantities such as angular displacement, angular velocity, angular acceleration, and time are related to one another. For example, if a flywheel...
Using our intuition, we can begin to see how rotational quantities such as angular displacement, angular velocity, angular acceleration, and time are related to one another. For example, if a flywheel...
6.9K
Relative Motion Analysis using Rotating Axes
549
Consider a component AB undergoing a linear motion. Along with a linear motion, point B also rotates around point A. To comprehend this complex movement, position vectors for both points A and B are established using a stationary reference frame.
However, to express the relative position of point B relative to point A, an additional frame of reference, denoted as x'y', is necessary. This additional frame not only translates but also rotates relative to the fixed frame, making it...
However, to express the relative position of point B relative to point A, an additional frame of reference, denoted as x'y', is necessary. This additional frame not only translates but also rotates relative to the fixed frame, making it...
549
Relative Motion Analysis using Rotating Axes-Problem Solving
453
Consider a crane whose telescopic boom rotates with an angular velocity of 0.04 rad/s and angular acceleration of 0.02 rad/s2. Along with the rotation, the boom also extends linearly with a uniform speed of 5 m/s. The extension of the boom is measured at point D, which is measured with respect to the fixed point C on the other end of the boom. For the given instant, the distance between points C and D is 60 meters.
Here, in order to determine the magnitude of velocity and acceleration for point...
Here, in order to determine the magnitude of velocity and acceleration for point...
453


