Wireless sensor network-based detection of poisonous gases using principal component analysis

HIGHLIGHTS

  • who: N. Dharini from the Easwari Engineering College, Chennai, India have published the research: Wireless Sensor Network-based Detection of Poisonous Gases Using Principal Component Analysis, in the Journal: (JOURNAL)
  • what: This work demonstrated the optimization of gas measurement, Data processing and Data transmission thus reducing the power consumption of nodes.
  • how: By using PCA the correlation of CO and CH4 data is carried out and by identifying the areas of high correlation (along the principal component axis) the explosion suppression action can be triggered earlier thus avoiding adverse effects of massive explosions . . .

     

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