Neural-network-based smart sensor framework operating in a harsh environment

• Main Authors: Patra, Jagdish Chandra, Ang, Ee Luang, Chaudhari, Narendra Shivaji, Das, Amitabha
• 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/10356/94140; http://hdl.handle.net/10220/7115
• Institution: Nanyang Technological University

We present an artificial neural-network- (NN-) based smart interface framework for sensors operating in harsh environments. The NN-based sensor can automatically compensate for the nonlinear response characteristics and its nonlinear dependency on the environmental parameters, with high accuracy. To...