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Absolute Motion Analysis- General Plane Motion01:24

Absolute Motion Analysis- General Plane Motion

243
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...
243
Field Application of Global Positioning System01:28

Field Application of Global Positioning System

72
The Global Positioning System (GPS) has become an indispensable tool in fieldwork, offering unparalleled precision and efficiency for surveying, navigation, and infrastructure development. By harnessing signals from a constellation of satellites, GPS receivers determine the location of objects with remarkable speed and accuracy, often completing calculations within a second.Advantages of Modern GPS TechnologyContemporary GPS receivers are designed to meet the practical demands of field...
72
Types of Global Positioning System Surveys01:30

Types of Global Positioning System Surveys

83
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...
83
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

122
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...
122
Errors in Global Positioning System01:26

Errors in Global Positioning System

75
Global Positioning System (GPS) technology has revolutionized navigation and positioning, but its accuracy is often compromised by various errors. These errors, stemming from environmental, satellite, and receiver-related factors, require careful mitigation to ensure reliable performance across applications.Atmospheric ErrorsGPS signals travel through the Earth’s ionosphere and troposphere, introducing delays which affect accuracy. The ionosphere is strongly influenced by charged particles,...
75
Receiver Operating Characteristic Plot01:15

Receiver Operating Characteristic Plot

285
A ROC (Receiver Operating Characteristic) plot is a graphical tool used to assess the performance of a binary classification model by illustrating the trade-off between sensitivity (true positive rate) and specificity (false positive rate). By plotting sensitivity against 1 - specificity across various threshold settings, the ROC curve shows how well the model distinguishes between classes, with a curve closer to the top-left corner indicating a more accurate model. The area under the ROC curve...
285

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相关实验视频

Updated: Jul 27, 2025

Electroantennography-based Bio-hybrid Odor-detecting Drone using Silkmoth Antennae for Odor Source Localization
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无人机控制器本地化基于RSSI比率

Yuhong Wang1, Yonghong Zeng1, Sumei Sun1

  • 1Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore 138632, Singapore.

Sensors (Basel, Switzerland)
|June 10, 2023
PubMed
概括
此摘要是机器生成的。

我们开发了两种无人机控制器本地化方法,使用接收信号强度指标 (RSSI) 的比率. 这些方法在模拟和实地试验中优于现有的算法,提高了无人机跟踪的准确性.

关键词:
在RSSI指纹.无线网络道 (WLAN) 的通道.在本地化,本地化.两射线地面反射反射

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相关实验视频

Last Updated: Jul 27, 2025

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科学领域:

  • 机器人和控制系统 机器人和控制系统
  • 无线通信和网络无线通信和网络.
  • 信号处理 信号处理

背景情况:

  • 无人机控制器的准确定位对于安全高效的操作至关重要.
  • 现有的本地化方法在复杂的无线环境中可能面临挑战.
  • 接收信号强度指标 (RSSI) 的比率为本地化提供了一个潜在的途径.

研究的目的:

  • 建议和评估使用RSSI比率用于无人机控制器本地化的新方法.
  • 将拟议方法的性能与现有的算法进行比较.
  • 研究环境因素和系统参数对定位准确性的影响.

主要方法:

  • 开发了两个基于RSSI比率的本地化算法:指纹和基于模型的.
  • 在各种通道条件下 (WLAN,TRGR) 进行广泛的模拟.
  • 执行现实世界的实地试验,以验证模拟结果.

主要成果:

  • 拟议的RSSI比率方法在WLAN道中的距离映射算法相比显示出更高的性能.
  • 增加了传感器数量和RSSI比率样本的平均值,改善了定位准确性,特别是在非色通道中.
  • 网格尺寸的缩小在低阴影场景中提高了性能,在高阴影场景中降低了回报.

结论:

  • 拟议的RSSI比率指纹和基于模型的算法为无人机控制器本地化提供了强大的和有效的解决方案.
  • 定位精度受到传感器数量,信号平均值和通道特征的影响.
  • 实地试验结果证实了模拟结果,证实了这些方法的实际适用性.