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相关概念视频

Spherical Coordinates01:23

Spherical Coordinates

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Spherical coordinate systems are preferred over Cartesian, polar, or cylindrical coordinates for systems with spherical symmetry. For example, to describe the surface of a sphere, Cartesian coordinates require all three coordinates. On the other hand, the spherical coordinate system requires only one parameter: the sphere's radius. As a result, the complicated mathematical calculations become simple. Spherical coordinates are used in science and engineering applications like electric and...
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Centroid for the Paraboloid of Revolution01:16

Centroid for the Paraboloid of Revolution

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The paraboloid of revolution is an axially symmetric surface generated by rotating a parabola around its axis. This shape has several applications in mechanical engineering due to its advantageous structural properties, such as strength against stress concentration points and rotational symmetry.
The centroid for the paraboloid of revolution is the point where all the mass of the paraboloid is concentrated. This centroid is important for engineering applications, as it determines how forces are...
603
Relative Motion Analysis using Rotating Axes01:25

Relative Motion Analysis using Rotating Axes

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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...
486
Direction Cosines of a Vector01:29

Direction Cosines of a Vector

560
Direction cosines, which help describe the orientation of a vector with respect to the coordinate axes, are an essential concept in the field of vector calculus. Consider vector A that is expressed in terms of the Cartesian vector form using i, j, and k unit vectors. The magnitude of vector A is defined as the square root of the sum of the squares of its components. The direction of this vector with respect to the x, y, and z axes is defined by the coordinate direction angles α, β, and γ,...
560
Polar and Cylindrical Coordinates01:22

Polar and Cylindrical Coordinates

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The Cartesian coordinate system is a very convenient tool to use when describing the displacements and velocities of objects and the forces acting on them. However, it becomes cumbersome when we need to describe the rotation of objects. So, when describing rotation, the polar coordinate system is generally used.
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Geoid and Ellipsoid01:28

Geoid and Ellipsoid

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The Earth's shape is best described as an ellipsoid, a slightly flattened sphere created by rotating an ellipse around its minor axis. This flattening results in the polar axis being about 21 kilometers shorter than the equatorial axis. In contrast, the geoid represents the Earth's gravitational shape and aligns with the mean sea level (MSL). The geoid is an irregular equipotential surface where gravity is perpendicular at every point. Variations in Earth's mass distribution cause geoid...
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相关实验视频

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Robotized Testing of Camera Positions to Determine Ideal Configuration for Stereo 3D Visualization of Open-Heart Surgery
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3D TDOA发射器定位使用形近似方法

Kutluyil Dogancay1, Hatem Hmam2

  • 1UniSA STEM, University of South Australia, Mawson Lakes Campus, Mawson Lakes, SA 5095, Australia.

Sensors (Basel, Switzerland)
|July 29, 2023
PubMed
概括

本研究介绍了一种新的3D发射器定位算法,使用到达时间差 (TDOA) 圆近似. 该方法即使在具有挑战性的条件下也能达到高精度,超过现有技术.

科学领域:

  • 信号处理 信号处理
  • 估计理论 估计理论
  • 地理空间分析的研究.

背景情况:

  • 发射器定位对于各种应用,包括监视和导航至关重要.
  • 使用到达时间差异 (TDOA) 的传统方法通常在3D空间和杂环境中难以准确.
  • 现有的算法可能需要复杂的计算,或者在某些几何条件下表现不佳.

研究的目的:

  • 用TDOA测量开发一种新且计算效率高的算法,用于使用TDOA测量进行3D发射器定位.
  • 为了提高定位精度,特别是在传感器发射器几何形状不佳和噪音水平高的场景中.
  • 分析传感器发射器和传感器阵列几何形状对本地化性能的影响.

主要方法:

  • 拟议的算法将TDOA测量转换为1D到达角 (1D-AOA) 测量,定义TDOA圆.
  • 发射器的位置是通过1D-AOAs的三角测定来确定的,其形式是非线性方程系统.
  • 采用两阶段估计方法,将代加权最小平方 (IWLS) 估计器与泰勒数列精细化相结合,以提高准确性和低复杂性.

主要成果:

  • 数字模拟证明了算法的有效性在3D发射器定位.
  • 两阶段估计器的性能接近克拉默-拉奥下界 (CRLB),即使在具有挑战性的几何形状和高噪声.
关键词:
代加权最小平方.最大的概率估计器估计器.抵达的时间差 定位定位

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  • 该算法在不利条件下表现优于最大概率估计器 (MLE).
  • 在温和条件下确定IWLS估计器的近似效率.
  • 结论:

    • 开发的基于TDOA的算法为3D发射器定位提供了强大而准确的解决方案.
    • 圆近似方法有效地处理TDOA测量,以改善空间估计.
    • 两个阶段的估计器提供了一个计算效率高的方法,保持高精度,使其适合于现实世界的应用.