Control Sensor Linearization Using Artificial Neural Networks

Analog Integrated Circuits and Signal Processing

Volumn 13, Issue 3, 1997, Pages 321-332

  Dempsey, G L ^a,b,c,d   Alig, J S ^a   Alt, N L ^a,e   Olson, B A ^a,f   Redfield, D E ^a,e  

^a BRADLEY UNIVERSITY   (United States)

^b UNIVERSITY OF NORTH CAROLINA AT CHARLOTTE   (United States)

^c UNIVERSITY OF VIRGINIA   (United States)

^d GENERAL ELECTRIC COMPANY   (United States)

^e CATERPILLAR INC   (United States)

^f BOEING COMPANY   (United States)

Author keywords

Control sensor; Inverse control; Linearization; Neural networks; Phase locked loop

Indexed keywords

ACTIVE NETWORKS; CONTROL EQUIPMENT; LINEARIZATION; PHASE LOCKED LOOPS; SENSORS;

CONTROL SENSOR;

NEURAL NETWORKS;

EID: 0031188185     PISSN: 09251030     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1008203205356     Document Type: Article

References (13)

1. P. Antsaklis, "Neural networks in control systems." IEEE Control Systems Magazine 10(3), pp. 3-5, April 1990.
2. D. Nguyen and B. Widrow, "Neural networks for self-learning control systems." IEEE Control Systems Magazine 10(3), pp. 18-23, April 1990.
3. S. DeWeerth, L. Nielsen, C. Mead, and K. Astrom, "A simple neuron servo." IEEE Transactions on Neural Networks 2(2), pp. 248-251, March 1991.
4. W. Miller, R. Sutton, and P. Werbos, eds., Neural Networks for Control. The MIT Press: Cambridge, Massachusetts, 1991.
5. D. White and D. Softge, eds., Handbook of Intelligent Control-Neural, Fuzzy, and Adaptive Approaches. Van Nostrand Reinhold: New York, 1992.
6. J. Kuschewski, S. Hui, and S. Zak, "Application of feedforward neural networks to dynamical system identification and control." IEEE Transactions on Control Systems Technology 1(1), pp. 37-49, March 1993.
7. IEEE Transactions on Control Systems Technology, Special Issue on Digital Signal Processors in Control, 2(4), December 1994.
8. D. Rumelhart, J. McCelland, and the PDP Research Group, Parallel Distributed Processing. The MIT Press: Cambridge, Massachusetts, 1986.
9. H. DeMuth and M. Beale, Neural Network Toolbox. The Math-Works Inc.: Natick, Massachusetts, 1993.
10. D. Wolaver, Phase-Locked Loop Circuit Design. Prentice Hall: Englewood Cliffs, New Jersey, 1991.
11. T. Endo and L. Chua, "Chaos from phase-locked loops." IEEE Transactions on Circuits and Systems 35, pp. 987-1003, August 1988.
12. T. Endo and L. Chua, "Piecewise-linear analysis of high-damping chaotic phase-locked loops using Melnikov's method." IEEE Transactions on Circuits and Systems 40, pp. 801-807, November 1993.
13. D. Simon and H. El-Sherief, "Fuzzy logic for digital phase-locked loop filter design." IEEE Transactions on Fuzzy Systems 3, pp. 211-218, May 1995.