The Design and Evaluation of a Wireless Sensor Network for Mine Safety Monitoring

Xiaoguang Niu, Xi Huang, Ze Zhao, Yuhe Zhang, Changcheng Huang, Li Cui
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引用次数: 69

Abstract

This paper describes a wireless sensor network for mine safety monitoring. Based on the characteristics of underground mine gallery and the requirements for mine safety monitoring, we proposed a distributed heterogeneous hierarchical mine safety monitoring prototype system, namely HHMSM This system is capable of monitoring methane concentration, and locating miner. We proposed a novel overhearing-based adaptive data collecting scheme which exploits the redundancy and correlation of the sampling readings in both time and space to reduce traffic and control overhead with a well-bounded offset error for large-scale sensor networks. This mechanism is easy to implement and low-cost compared to other more theoretically based mechanisms such as Kalman filter. Experimental results show that HHMSM achieves better performance on flexibility, correctness, coverage, and lifetime compared with other existing wireless mine safety monitoring systems.
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矿井安全监测无线传感器网络的设计与评价
本文介绍了一种用于矿井安全监测的无线传感器网络。根据井下巷道的特点和矿井安全监测的需求,提出了一种分布式异构分层矿井安全监测原型系统hmsm,该系统具有甲烷浓度监测、矿工定位等功能。我们提出了一种新的基于偷听的自适应数据采集方案,该方案利用采样读数在时间和空间上的冗余性和相关性来减少大规模传感器网络的流量和控制开销,并具有良好的有界偏移误差。与卡尔曼滤波等其他基于理论的机制相比,该机制易于实现且成本低。实验结果表明,与现有的无线矿山安全监测系统相比,该系统在灵活性、正确性、覆盖范围和使用寿命等方面具有更好的性能。
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