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相关概念视频

Potential Energy00:52

Potential Energy

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The energy stored by a structure and location of matter in space is called potential energy. For instance, raising a kettlebell changes its spatial location and increases its potential energy. Similarly, a stretched rubber band contains potential energy which, under certain conditions, can be converted into other forms of energy, such as kinetic energy.
Chemical bonds that form attractive forces between atoms also contain potential energy, called chemical energy. When a chemical reaction...
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Finding Electric Potential From Electric Field01:13

Finding Electric Potential From Electric Field

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For a system of charges, it is easy to calculate the system's potential because potential is a scalar quantity. However, in some instances where calculating the electric field is more straightforward than finding the potential, the electric field is used to calculate the system's potential. For a positive charge, the electric field is radially outward, and the potential is positive at any finite distance from the positive charge. In such an electric field, the motion away from the...
5.1K
Determining Electric Field From Electric Potential01:12

Determining Electric Field From Electric Potential

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The electric field and electric potential are related to each other. If the electric field at various points in the region of interest is known, it can be used to calculate the electric potential difference between any two points. Similarly, if the electric potential is known for various points, then it is possible to calculate the electric field.
In general, regardless of whether the electric field is uniform, it points in the direction of decreasing potential because the force on a positive...
4.6K
Direct Motor Pathways01:11

Direct Motor Pathways

4.7K
The direct motor pathways, also known as the pyramidal tracts, are a group of neural pathways that originate in the brain and descend through the spinal cord. They control the voluntary movement of the body. There are two major direct motor pathways: the corticospinal and the corticobulbar tracts.
The corticospinal tract is responsible for the voluntary movement of the limbs and trunk. It originates in the cerebral cortex of the brain and descends through the cerebrum's internal capsule and...
4.7K
Indirect Motor Pathways01:22

Indirect Motor Pathways

3.4K
The indirect motor or extrapyramidal pathways originate in the brainstem, the lower portion of the brain that connects it to the spinal cord. They consist of several distinct tracts, each with specialized functions. The four main tracts of the indirect motor pathways are the vestibulospinal tract, the reticulospinal tract, the tectospinal tract, and the rubrospinal tract.
The vestibulospinal tract originates in the vestibular nuclei of the brainstem. The vestibular system detects changes in...
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Area Computation by the Alternative Coordinate Method01:24

Area Computation by the Alternative Coordinate Method

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The alternative coordinate method, also known as the Shoelace Formula, is a technique for determining the area of a traverse using Cartesian coordinates. This method relies on the sequential arrangement of x and y coordinates for each point of the shape, ensuring accuracy and ease of application.In this approach, each corner's x and y coordinates are listed as fractions, with the x-coordinate as the numerator and the y-coordinate as the denominator. These coordinates are arranged sequentially...
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相关实验视频

Updated: May 5, 2026

Insect-controlled Robot: A Mobile Robot Platform to Evaluate the Odor-tracking Capability of an Insect
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移动机器人的本地化路径规划基于一个子区域的人工潜力场模型.

Qiang Lv1, Guoqiang Hao1, Zhen Huang1

  • 1School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan 430048, China.

Sensors (Basel, Switzerland)
|June 19, 2024
PubMed
概括

本研究介绍了一种新的人工潜力现场方法,用于自主移动机器人 (AMR) 克服局部最小值和路径低效率. 改进的方法确保了更顺,更节能的航行,减少了复杂环境中的旅行时间.

关键词:
人工潜力领域的人工潜力领域自主移动机器人 自主移动机器人地方路径规划 地方路径规划避免障碍 避免障碍 避免障碍路径规划 路径规划 路径规划预测的潜在场预测的潜在场.潜在的子区域领域.

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科学领域:

  • 机器人技术 机器人技术 机器人技术
  • 人工智能的人工智能
  • 导航系统 导航系统

背景情况:

  • 传统的人工潜力场 (APF) 方法与局部最小值作斗争,导致非最佳路径和自主移动机器人 (AMR) 的能量使用增加.
  • 诸如突然的航向变化和路径旋等问题,导致航行效率低下,能源消耗较高.

研究的目的:

  • 开发一种针对AMR的增强APF方法,以逃避局部最小值.
  • 为了实现更顺,更合理的路线规划,减少旅行时间和能源消耗.

主要方法:

  • 提出了基于AMR导航子区域的人工潜力场方法.
  • 实施了一个最佳的虚拟子目标策略,使用一个效益函数来解决局部最小值.
  • 利用亚面积潜在场模型来平滑路径并最大限度地减少转角度变化.

主要成果:

  • 与传统的APF相比,拟议的方法显示出更平滑的航向角度变化.
  • 在避开障碍时减少了能源消耗.
  • 通过模拟和测试,在复杂环境中平均减少了10.95%的运动时间.

结论:

  • 基于子区域的APF方法有效地解决了AMRs的局部最小问题.
  • 该算法显著提高了路径的平滑性,并降低了能源消耗.
  • 通过模拟和现实世界的测试验证实可行性,证实了减少的旅行时间.