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相关概念视频

Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device01:30

Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device

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Surveyors use Global Positioning System (GPS) technology to measure the precise location and elevation of points on Earth. In a recent survey, GPS receivers were used to determine the coordinates and elevations of two park monuments. The process involved careful mission planning, data collection, and correction to ensure accuracy. The survey began with mission planning to identify optimal satellite visibility and minimize Position Dilution of Precision (PDOP). A geodetic control point...
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Absolute Motion Analysis- General Plane Motion01:24

Absolute Motion Analysis- General Plane Motion

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Visualize a drone, with its propellers spinning rapidly, hovering mid-air. The fascinating movements and operations of this drone can be comprehended by applying the principle of general plane motion.
As the drone's propellers rotate, an upward force is generated that counteracts the force of gravity, enabling the drone to lift off from the ground. This initial movement of the drone is along a straight path, representing a form of translational motion. In this phase, every point on the...
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Distributed Loads: Problem Solving01:21

Distributed Loads: Problem Solving

650
Beams are structural elements commonly employed in engineering applications requiring different load-carrying capacities. The first step in analyzing a beam under a distributed load is to simplify the problem by dividing the load into smaller regions, which allows one to consider each region separately and calculate the magnitude of the equivalent resultant load acting on each portion of the beam. The magnitude of the equivalent resultant load for each region can be determined by calculating...
650
Types of Global Positioning System Surveys01:30

Types of Global Positioning System Surveys

63
GPS surveying methods vary in application, accuracy, and data collection techniques, catering to diverse surveying and mapping needs. Static GPS, kinematic GPS, and real-time kinematic (RTK) surveying are widely used. Each technique offers distinct advantages.Static GPS involves placing one receiver at a known reference point and another at the target point. It collects exact positional data by observing multiple satellite ranges over an extended period, achieving centimeter-level accuracy for...
63

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Updated: Jul 12, 2025

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多个无人机数据收集和路径规划方法用于大型终端访问.

Linfeng Zhang1, Chuhong He2, Yifeng Peng2

  • 1Institute of Mobile and Terminal Technology, China Telecom Research Institute, Guangzhou 510630, China.

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|October 28, 2023
PubMed
概括
此摘要是机器生成的。

本研究介绍了一种优化的多无人机 (UAV) 战略,用于在物联网 (IoT) 网络中有效收集数据. 这种方法平衡了任务量,减少了完成时间,提高了系统的整体性能.

关键词:
无人机无人机无人机是什么?数据收集数据收集数据收集将数据量等同于数据量.路线规划 路线规划时间最小化 时间最小化

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科学领域:

  • 机器人和自动化 机器人和自动化
  • 计算机科学 计算机科学
  • 网络工程 网络工程

背景情况:

  • 在不断发展的网络技术中,对提高通信质量和数据收集的需求不断增加.
  • 需要在物联网 (IoT) 环境中从众多终端有效收集数据.

研究的目的:

  • 开发一个先进的多无人机 (UAV) 数据收集和路径规划方法,以实现广泛的终端可访问性.
  • 优化多个无人机任务完成时间和任务量之间的平衡.
  • 在物联网数据收集场景中,尽量减少总体任务完成时间.

主要方法:

  • 一个基于数据体积的平衡传感器节点分区的新型k-means算法.
  • 无人机飞行轨迹路径的离散建模.
  • 一个集成的,改进的基因算法与一个2-opt优化运算符来解决多个旅行销售员问题 (MTSP).

主要成果:

  • 显著减少多个无人机数据收集任务完成时间.
  • 在多个无人机之间有效平衡多种任务量.
  • 与传统的遗传算法相比,证明了更高的融合率和计算效率.

结论:

  • 拟议的方法为使用多个无人机的物联网数据收集提供了一个创新的和高效的范式.
  • 该战略提高了任务分配的效率和平衡.
  • 定制的算法解决方案可以在复杂的工程场景中实现最佳结果.