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» Compensation of Sensors Nonlinearity with Neural Networks
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AINA
2010
IEEE
13 years 3 months ago
Compensation of Sensors Nonlinearity with Neural Networks
—This paper describes a method of linearizing the nonlinear characteristics of many sensors using an embedded neural network. The proposed method allows for complex neural networ...
Nicholas J. Cotton, Bogdan M. Wilamowski
SENSYS
2009
ACM
13 years 11 months ago
ANN-based non-linearity compensator of LVDT sensor for structural health monitoring
Prasant Misra, Santoshini Kumari Mohini, Saroj Kum...
IJCNN
2008
IEEE
13 years 10 months ago
Robust adaptive control via neural linearization and four types of compensation
— In this paper, we propose a new type of neural adaptive control via dynamic neural networks. For a class of unknown nonlinear systems, a neural identifierFbased feedback linea...
Wen Yu, Xiaoou Li
ESWA
2007
135views more  ESWA 2007»
13 years 4 months ago
Decoupled control using neural network-based sliding-mode controller for nonlinear systems
In this paper, adaptive neural network sliding-mode controller design approach with decoupled method is proposed. The decoupled method provides a simple way to achieve asymptotic ...
Lon-Chen Hung, Hung-Yuan Chung
EAAI
2008
116views more  EAAI 2008»
13 years 4 months ago
Robust neuro-identification of nonlinear plants in electric power systems with missing sensor measurements
Fault tolerant measurements are an essential requirement for system identification, control and protection. Measurements can be corrupted or interrupted due to sensor failure, bro...
Wei Qiao, Zhi Gao, Ronald G. Harley, Ganesh K. Ven...