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Field Application of Global Positioning System01:28

Field Application of Global Positioning System

88
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...
88
Design Example: Alignment of a Road Line Using GIS01:17

Design Example: Alignment of a Road Line Using GIS

104
The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...
104
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

168
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...
168
Types of Global Positioning System Surveys01:30

Types of Global Positioning System Surveys

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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...
119
Distributed Loads: Problem Solving01:21

Distributed Loads: Problem Solving

731
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...
731
Absolute Motion Analysis- General Plane Motion01:24

Absolute Motion Analysis- General Plane Motion

271
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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Updated: Sep 10, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
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EAB-BES:高密度の都市環境における効率的なUAV経路計画のためのグローバル最適化アプローチ

Yunhui Zhang1,2, Wenhong Xiao1,2, Shihong Yin3

  • 1School of Internet, Jiaxing Vocational and Technical College, Jiaxing 314036, China.

Biomimetics (Basel, Switzerland)
|August 27, 2025
PubMed
まとめ

この研究は,都市部における3DUAVの経路計画のための強化されたヘッドアゲル検索 (EAB-BES) アルゴリズムを導入します. EAB-BESアルゴリズムは,収束速度を大幅に改善し,最適で衝突のない飛行経路を生成します.

キーワード:
bald eagle 検索アルゴリズムについてブロックベースのエリート誘導微分変異メタヘウリスティックマルチ戦略強化パートプランニング無人航空機

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科学分野:

  • ロボットと自動化
  • 人工知能
  • 航空宇宙工学

背景:

  • 伝統的な Bald Eagle 検索 (BES) アルゴリズムは,遅いコンバージェンスとローカル・オプティマスの問題を抱えています.
  • 複雑な都市環境は,無人航空機 (UAV) の経路計画に重大な課題をもたらします.
  • 既存のアルゴリズムは 密度の高い都市環境で 適応性と効率性に問題があります

研究 の 目的:

  • 3D UAVの経路計画を改善するためのマルチ戦略強化ヘッドイーグル検索 (EAB-BES) アルゴリズムを開発する.
  • 都市環境における伝統的な BES アルゴリズムの限界に対処する.
  • 接近速度,経路の精度,UAVのナビゲーションのための適応性を向上させる.

主な方法:

  • エリート・オポシション・ベース・ラーニングは 宇宙探査の改善のための解決策です
  • グローバル・サーチとローカル・エクプロイテーションのバランスをとる 適応的重量メカニズム
  • 精巧なローカル検索のための ブロックベースのエリート主導の 微分変異

主要な成果:

  • EAB-BESは最も速い収束速度と最も低い安定した適性値を示した.
  • アルゴリズムは 最も短く 滑らかで 衝突のない3D経路を生成しました
  • 6つの高密度の都市環境での比較実験で 9つの高度なアルゴリズムに対して優れた性能が検証されました

結論:

  • EAB-BESは,UAVの経路計画のための従来のBESアルゴリズムよりも大幅に改善されています.
  • 強化されたアルゴリズムは,複雑な都市環境における自律的なナビゲーションのための効率的かつ信頼性の高いソリューションを提供します.
  • 統計分析により,EAB-BESの優れた性能と競争力が確認されています.