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Errors in Global Positioning System01:26

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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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Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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An Accuracy-Aware Energy-Efficient Multipath Routing Algorithm for WSNs.

Feng Dan1, Yajie Ma1, Wenqi Yin1

  • 1Engineering Research Center for Metallurgical Automation and Measurement Technology of Ministry of Education, Wuhan University of Science and Technology, Wuhan 430081, China.

Sensors (Basel, Switzerland)
|January 11, 2024
PubMed
Summary
This summary is machine-generated.

This study introduces the Energy-efficient Multipath Routing algorithm (EMRAR) for wireless sensor networks. EMRAR enhances data accuracy and transmission reliability while conserving energy in challenging network conditions.

Keywords:
artificial immune algorithmdata accuracyenergy-efficientmultipath routingwireless sensor networks

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Area of Science:

  • Computer Science
  • Electrical Engineering
  • Network Engineering

Background:

  • Wireless sensor networks (WSNs) face unreliable channels, impacting industrial production and safety monitoring.
  • Ensuring both transmission reliability and data accuracy in WSNs is a significant challenge.
  • Existing multipath routing schemes struggle to balance reliability and data accuracy.

Purpose of the Study:

  • To propose an Energy-efficient Multipath Routing algorithm (EMRAR) for WSNs.
  • To balance data accuracy and transmission reliability in WSNs.
  • To optimize power consumption alongside reliability and accuracy.

Main Methods:

  • Formulated the multipath routing problem as a multi-objective programming problem.
  • Employed an adaptive artificial immune algorithm with improved initialization, incentive calculation, and immune operations.
  • Specifically tailored the algorithm for multipath routing schemes.

Main Results:

  • The proposed EMRAR algorithm effectively balances data accuracy and transmission reliability.
  • EMRAR demonstrates superior performance compared to existing algorithms in simulations.
  • The algorithm achieves significant energy savings.

Conclusions:

  • EMRAR provides an effective solution for reliable and accurate data transmission in WSNs.
  • The algorithm's multi-objective optimization approach addresses key WSN challenges.
  • EMRAR offers a practical approach for energy-efficient WSNs in critical applications.