轨道旋转 - - 以客观的方式计算和可视化旋转轨道的行为
概括
我们介绍了轨迹旋转率 (TRV),这是分析多个移动物体轨迹中的旋转行为的一种新的客观测量方法. 这种方法通过量化集体旋转来增强视觉分析,适用于各种数据集.
科学领域:
- 数据可视化 数据可视化
- 计算几何学的计算几何学
- 流体动力学 流体动力学
背景情况:
- 轨迹数据分析对于理解对象相互作用至关重要.
- 现有的方法往往侧重于个体轨迹,忽视集体旋转动力学.
- 想象多个移动物体之间的关系,如旋转,是具有挑战性的.
研究的目的:
- 开发一个客观的计算方法来分析多个轨迹的旋转行为.
- 为量化集体旋转引入一种新型度量,即轨道旋转率 (TRV).
- 验证TRV在各种真实世界和模拟数据集中的客观性和适用性.
主要方法:
- 引入了轨道旋转率 (TRV),作为多个轨道的旋转行为的衡量标准.
- 开发了两个独立的方法来计算TRV:不稳定性最小化和相对旋转张量.
- 将TRV与单轨迹分析方法进行比较.
主要成果:
- 轨道旋转率 (TRV) 提供了集体旋转行为的客观测量.
- TRV成功地应用于各种数据集,包括漂浮浮标,群,行人跟踪,群和模拟的街道.
- 该方法有效地捕获和量化以前难以分析的旋转动态.
结论:
- 轨道旋转率 (TRV) 为分析多个移动物体的旋转动态提供了一个强大的客观方法.
- 这一新指标增强了复杂轨迹数据集的视觉分析.
- 在需要研究集体运动和旋转的领域,TRV具有广泛的适用性.
更多相关视频
13:02Three-dimensional Particle Tracking Velocimetry for Turbulence Applications: Case of a Jet Flow
Published on: February 27, 2016
12.2K
11:00Experimental Investigation of Secondary Flow Structures Downstream of a Model Type IV Stent Failure in a 180° Curved Artery Test Section
Published on: July 19, 2016
11.6K
相关概念视频
Irrotational Flow
442
Irrotational flow is characterized by fluid motion where particles do not rotate around their axes, resulting in zero vorticity. For a flow to be irrotational, the curl of the velocity field must be zero. This imposes specific conditions on velocity gradients. For instance, to maintain zero rotation about the z-axis, the gradient condition:
442
Average and Instantaneous Velocity Vectors
6.2K
To calculate other physical quantities in kinematics, the time variable must be introduced. The time variable not only allows us to state where an object is (its position) during its motion, but also how fast it’s moving. The speed at which an object is moving is given by the rate at which the position changes with time. For each position, a particular time is assigned. If the details of the motion at each instant are not important, the rate is usually expressed as the average velocity v.
6.2K
Velocity and Position by Graphical Method
7.4K
Velocity and position can be calculated from the known function of acceleration as a function of time. The total area under the acceleration-time graph and the velocity-time graph gives the change in velocity and position, respectively. In the case of an airplane, its acceleration is tracked using the inertial navigation system. The pilot provides the input of the airplane's initial position and velocity before takeoff. The inertial navigation system then uses the acceleration data to...
7.4K
Divergence and Curl of Magnetic Field
2.9K
The magnetic field due to a volume current distribution given by the Biot–Savart Law can be expressed as follows:
2.9K
Curvilinear Motion: Normal and Tangential Components
393
When a car traverses a curved road, its motion can be elucidated by breaking it down into tangential and normal components. The car-centric coordinates attached to the vehicle move with it.
The positive direction of the t-axis aligns with the increasing position of the car along the curved path, denoted by the unit vector ut. Simultaneously, the n-axis, perpendicular to the t-axis, dissects the curved path into differential arc segments, each forming the arc of a circle with a radius of...
The positive direction of the t-axis aligns with the increasing position of the car along the curved path, denoted by the unit vector ut. Simultaneously, the n-axis, perpendicular to the t-axis, dissects the curved path into differential arc segments, each forming the arc of a circle with a radius of...
393
Viscosity of Fluid
386
Viscosity measures the resistance a fluid offers to flow and deformation. It results from internal friction between layers of fluid moving relative to one another. Dynamic viscosity, denoted by the Greek letter mu (μ), quantifies the force needed to move one fluid layer over another. For Newtonian fluids like water and air, the relationship between the shearing stress and the rate of shearing strain is linear, meaning their viscosity remains constant regardless of the applied stress.
386
