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

• Main Authors: Patra, Jagdish Chandra, Chakraborty, Goutam, Meher, Pramod Kumar
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2011
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
• Online Access: https://hdl.handle.net/10356/79929; http://hdl.handle.net/10220/7122
• Institution: 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...