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

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一个用于煤矿安全的无线传感器网络,由修改的本地化算法提供动力.

Hafiz Zameer Ul Hassan1, Anyi Wang1, Ghulam Mohi-Ud-Din2

  • 1College of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an, 710054, China.

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概括
此摘要是机器生成的。

本研究引入了修改后的精确距离向量-跳转定位算法,以提高煤矿的安全性. 改进的算法为实时监测气体泄漏和温度提供了更好的通信范围和准确性.

关键词:
煤炭开采行业 煤炭开采行业 煤炭开采行业DV (距离向量) -Hop定位算法定位算法在 MATLAB 中,我们可以使用 MATLAB.修改后的精确度 修改后的精确度安全警报安全警报安全参数安全参数

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科学领域:

  • 采矿工程 采矿工程 采矿工程
  • 无线传感器网络 无线传感器网络
  • 安全系统 安全系统

背景情况:

  • 地下煤炭开采带来了重大的安全挑战,包括通信限制,气体泄漏,温度波动和实时跟踪工人的困难.
  • 由于复杂的基础设施,采矿环境中的现有本地化方法由于通信范围较弱而受到影响,这阻碍了有效的安全监控.
  • 煤矿事故导致大量生命损失和经济影响,凸显了需要改进安全技术的需要.

研究的目的:

  • 开发和评估一种改进的精确距离向量-跳转定位算法,用于在地下煤矿中加强安全监控.
  • 在危险的采矿环境中解决现有的通信和定位方法的局限性.
  • 提高传感器网络的准确性和通信范围,以实时检测环境异常.

主要方法:

  • 该研究提出了一个改进的精确DV-Hop定位算法,利用和传感器节点进行数据收集.
  • 分析的关键参数包括网络,本地化算法,模拟和安全监控参数,以检测异常环境条件.
  • 使用MATLAB模拟来比较拟议的算法与传统的DV-Hop本地化算法.

主要成果:

  • 与现有方法相比,拟修改的精确DV-Hop算法显示了更高的通信范围和准确性.
  • 该模型有效地检测在值内外的传感器节点,表明强大的环境监测能力.
  • 模拟结果显示,修改后的精确DV-Hop本地化算法比传统方法实现了更高的性能准确性.

结论:

  • 修改后的精确DV-Hop定位算法为地下煤矿提供了显著的定位精度和通信范围的改进.
  • 拟议的系统通过对气体泄漏和高温等关键条件进行实时预警,提高了安全性.
  • 这项研究为监测和管理危险采矿环境中的安全提供了更可靠和更有效的解决方案.