Neural-network-based robust linearization and compensation technique for sensors under nonlinear environmental influences

• Main Authors: Patra, Jagdish Chandra, Chakraborty, Goutam, Meher, Pramod Kumar
• 其他作者: School of Computer Engineering
• 格式: Article
• 語言: English
• 出版: 2011
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
• 在線閱讀: https://hdl.handle.net/10356/79929; http://hdl.handle.net/10220/7122
• 機構: Nanyang Technological University

A novel artificial neural network (NN)-based technique is proposed for enabling smart sensors to operate in harsh environments. The NN-based sensor model automatically linearizes and compensates for the adverse effects arising due to nonlinear response characteristics and nonlinear dependency of the...