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Errors and Mistakes in Surveying01:19

Errors and Mistakes in Surveying

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Errors and mistakes in surveying refer to inaccuracies in measurements and data recording. The errors are deviations from the actual value caused by human sensory limitations, equipment flaws, or environmental effects. These errors are typically unintentional and can result from the inherent imperfections in the instruments used, atmospheric conditions, or the observer’s inability to perceive exact measurements. On the other hand, mistakes are caused by the surveyor's lack of...
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Errors in Global Positioning System01:26

Errors in Global Positioning System

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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,...
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PD Controller: Design01:26

PD Controller: Design

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In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
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Field Application of Global Positioning System01:28

Field Application of Global Positioning System

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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...
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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...
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Survey Safety01:28

Survey Safety

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Surveying near highways, rough terrain, or power lines involves significant risks. Working along highways is particularly dangerous and requires the use of warning signs and flagmen. It is safest to avoid working directly on roads and use offsets whenever possible. When highway work is unavoidable, it must follow all safety guidelines. Surveyors should wear bright clothing, such as orange reflective vests, to ensure visibility to motorists, coworkers, and hunters. In construction zones, wearing...
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Design and Analysis for Fall Detection System Simplification
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A Survey on Sensor Failures in Autonomous Vehicles: Challenges and Solutions.

Francisco Matos1, Jorge Bernardino1, João Durães1

  • 1Polytechnic University of Coimbra, Rua da Misericórdia, Lagar dos Cortiços, S. Martinho do Bispo, 3045-093 Coimbra, Portugal.

Sensors (Basel, Switzerland)
|August 29, 2024
PubMed
Summary

Autonomous vehicles (AVs) use sensors for navigation, but failures can cause errors. This survey details AV sensor types, common failures, and mitigation strategies like sensor fusion to enhance safety.

Keywords:
autonomous vehiclesfault toleranceredundancy in AVssensor failures

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Area of Science:

  • Robotics and Artificial Intelligence
  • Automotive Engineering
  • Sensor Technology

Background:

  • Autonomous vehicles (AVs) depend on sensors for environmental perception and decision-making.
  • Sensor failures in AVs can lead to control errors, posing significant safety risks.
  • Understanding sensor failure modes is crucial for developing fault-tolerant systems.

Purpose of the Study:

  • To provide a comprehensive overview of sensors used in current autonomous vehicles.
  • To categorize common sensor failures, including radar interference, detection ambiguities, and camera image issues.
  • To review existing mitigation strategies for sensor failures, such as sensor fusion, redundancy, and calibration.

Main Methods:

  • Systematic literature review of 108 publications.
  • Categorization of AV sensor types and their failure modes.
  • Analysis of fault-tolerant and fault-masking strategies.

Main Results:

  • Identified key sensors in AVs and their operational principles.
  • Detailed common failure mechanisms across different sensor modalities.
  • Summarized the effectiveness of various mitigation techniques like sensor fusion and redundancy.

Conclusions:

  • Sensor reliability is a critical challenge for safe AV operation.
  • Effective mitigation strategies are essential to address sensor vulnerabilities.
  • Further research in sensor failure analysis and robust fault tolerance is vital for advancing AV safety.