Drift Compensation for pH IsFET Sensor Using NARX Neural Networks

• Main Authors: Mohammad Iqwhanus Syaffa, Amir, Md Rizal, Othman, Mohd Ismahadi, Syono
• Format: Article
• Language: English
• Published: Science Publishing Corporation 2018
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/24409/1/Drift%20Compensation%20for%20pH%20IsFET%20Sensor.pdf; http://umpir.ump.edu.my/id/eprint/24409/; https://www.sciencepubco.com/index.php/ijet/article/view/28158

This paper introduces a Nonlinear Autoregressive Neural Network (NARX) to predict the sensor error of IsFET pH drift with accuracy over the long period. The Bayesian Regularization (BR) backpropagation was used as network training function for this problem and combined with different delay and hidde...