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基于Python的无线传感器网络数据采集系统

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无线传感器因节点结构复杂度高,数据量巨大,无法在海量数据中快速采集用户需求数据。为解决该问题,研究设计了基于Python的无线传感器网络数据采集系统,系统硬件包括数据采集芯片选型单元、无线收发芯片选型单元与串口通讯电路设计单元;软件模块包括网络数据挖掘采集框架设计模块、采集数据压缩模块和采集数据缓存模块。通过对上述硬件单元与软件模块的设计与开发,实现无线传感器网络数据采集系统的运行与应用。实验数据显示:相较于基于Android安全容器的网络数据采集系统,应用设计系统采集数据耗时更短、压缩率数值更大、能耗更小,充分证实设计系统的数据采集性能更佳。
Data Acquisition System of Wireless Sensor Network Based on Python
Due to the high node structure complexity and huge data volume of wireless sensors,it is im-possible to quickly collect user demand data from massive data.The data acquisition system of wireless sensor network based on Python is studied.The design of system hardware includes data acquisition chip selection unit,wireless transceiver chip selection unit and serial communication circuit design unit.The software module includes network data mining collection framework design module,collection data com-pression module and collection data cache module.Through the design and development of the above hard-ware unit and software module,the operation and application of wireless sensor network data acquisition system are realized.The experimental data show that compared with the network data acquisition system based on Android security container,the data acquisition time of the application design system is shorter,the data compression rate is larger,and the data acquisition energy consumption is smaller,which fully proves that the data acquisition performance of the design system is better.

Pythonwireless sensornetwork datasensor networkdata miningdata acquisition

余战秋

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安徽工业经济职业技术学院计算机系(安徽 合肥 230000)

Python 无线传感器 网络数据 传感器网络 数据挖掘 数据采集

安徽省省级示范实训中心项目安徽省教育厅计算机网络技术特色高水平专业建设项目

2019xqsxzx452022tsgsp010

2024

通化师范学院学报
通化师范学院

通化师范学院学报

影响因子:0.266
ISSN:1008-7974
年,卷(期):2024.45(4)
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