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BLESeis: Low-Cost IoT Sensor for Smart Earthquake Detection and Notification

机译:BLESEIS:用于智能地震检测和通知的低成本IOT传感器

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摘要

The Internet of Things (IoT) has been implemented to provide solutions for certain event detection because of ease of installation, computing and communication capability, and cost-effectiveness. Seismic event detection, however, is still a challenge due to a lack of high-fidelity sensing and classification efficiency. This study proposes BLESeis, an IoT sensor for smart earthquake detection. BLESeis comprises three main parts: (1) high-fidelity vibration sensing using a MEMS accelerometer and digital filtering; (2) an embedded earthquake detection algorithm; (3) BLE (Bluetooth low energy) beacon for earthquake notification. For high-fidelity vibration sensing, a triggering algorithm and embedded finite impulse response (FIR) low-pass filter are developed. The acquired vibration is then classified by the earthquake detection algorithm developed to identify the earthquake signal from other vibration sources using time and frequency domain analysis. Upon detection of an earthquake, the BLE beacon broadcasts using the proposed data packet for efficient notification and visualization. The performance of the proposed system is evaluated through numerical simulations and a set of experiments using shaking table tests. The experiments show the feasibility of the low-cost earthquake detection and notification system.
机译:已经实施了物联网(IOT)以提供某些事件检测的解决方案,因为便于安装,计算和通信能力以及成本效益。然而,由于缺乏高保真感测和分类效率,地震事件检测仍然是一个挑战。本研究提出了一个用于智能地震检测的IOT传感器的Bleseis。 Bleseis包括三个主要部分:(1)使用MEMS加速度计和数字滤波的高保真振动感应; (2)嵌入地震检测算法; (3)地震通知的BLE(蓝牙低能)信标。对于高保真振动感测,开发了触发算法和嵌入式有限脉冲响应(FIR)低通滤波器。然后通过使用时间和频域分析来分类所获得的振动来分类用于从其他振动源识别地震信号的地震检测算法。在检测到地震时,BLE信标使用所提出的数据分组来广播,以便有效地通知和可视化。通过数值模拟和使用振动台测试的一组实验评估所提出的系统的性能。实验表明,低成本地震检测和通知系统的可行性。

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