Machine Learning: A Crucial Tool for Sensor Design

  title={Machine Learning: A Crucial Tool for Sensor Design},
  author={Weixiang Zhao and Abhinav Bhushan and Anthony D. Santamaria and Melinda G. Simon and Cristina E. Davis},
  volume={1 2},
Sensors have been widely used for disease diagnosis, environmental quality monitoring, food quality control, industrial process analysis and control, and other related fields. As a key tool for sensor data analysis, machine learning is becoming a core part of novel sensor design. Dividing a complete machine learning process into three steps: data pre-treatment, feature extraction and dimension reduction, and system modeling, this paper provides a review of the methods that are widely used for… CONTINUE READING