Design method of analog neural networks for pre-processing in measurement sensors

Measurement: Journal of the International Measurement Confederation

Volumn 24, Issue 2, 1998, Pages 109-118

  Daponte, Pasquale ^a   Grimaldi, Domenico ^b   Michaeli, Linus ^c  

^a UNIVERSITY OF SALERNO   (Italy)

^b UNIVERSITY OF CALABRIA   (Italy)

^c TECHNICAL UNIVERSITY OF KO ICE   (Slovakia)

Author keywords

Analog neural networks; Sensors; Signal processing

Indexed keywords

SENSORS; SIGNAL PROCESSING; TEMPERATURE CONTROL;

ANALOG NEURAL NETWORKS; RESISTIVE DISPLACEMENT SENSORS; ULTRASOUND DISTANCE SENSORS;

NEURAL NETWORKS;

EID: 0032158047     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0263-2241(98)00041-4     Document Type: Article

References (24)

1. C. B. Umminger, C. G. Sodini, An integrated analog sensor for automatic alignment, IEEE J. of Solid-State Circuits 30 (12) (1995) 1382-1390.
2. J.-Yu Lin, and M. Milkovic, A digital microsensor with auto-zero offset compensation. In Proc. of 1993 IEEE Instrumentation and Measurement Technology Conference, 18-20 May 1993, pp. 232-235.
3. P. Fletcher, Prototype mixed-signal CMOS IC may lead to neural networks for controlling communications routing, Electronic Design 46 (4) (1998) 37-38.
4. R. Dietz, E. Sabler, S. Heintz, Prozessor fur die fehlerkor-rektur inteligenter sensoren in einem zweidimensionalen kennfeld, Technisches Messen 59 (9) (1992) 353-360.
5. A. Brandolini, A. Gandelli and R. Ottoboni, Silicon strategies to increase performance of piezoelectric sensors. In Proc. of 1994 IEEE Instrumentation and Measurement Technology Conference, Vol. 3, New York, pp. 1241-1244.
6. B. Schroder, B. Hack, Prazisionsensor fur differenzdruck durch iterativen mikrokomputer-algorithmus, Technisches Messen 52 (7/8) (1985) 292-298.
7. P. Daponte, D. Grimaldi and L. Michaeli, Signal processing in measurement instrumentation using analog neural networks. In Proc. of IEEE Instrumentation and Measurement and IMEKO Technical Conference, Brussels, Belgium, 4-6 June 1996, pp. 1004-1009.
8. P. Daponte and D. Grimaldi, Artificial neural networks in measurements. To appear in Measurement.
9. P. Daponte, D. Grimaldi, L. Michaeli, A full neural ADC Gray code based, IEEE Trans. on Instrum. and Meas. 45 (2) (1996) 634-639.
10. L. Caputo, D. Grimaldi, L. Michaeli and L. M. Pugliese, Non-linearity error analysis for neural A/D converter. In IMEKO-TC4 Modern Electrical and Magnetic Measurement, Part 1, Prague, 13-14 September 1995, pp. 160-164.
11. P. K. Simpson, Foundation of neural networks. In IEEE Technology UPDATE SERIES Neural Networks Theory, Technology, and Applications, New York, 1996, pp. 1-22.
12. W. B. Hudson, Introduction and overview of artificial neural networks in instrumentation and measurement application. In IEEE Technology UPDATE SERIES Neural Networks Theory, Technology, and Applications, New York, 1996, pp. 746-749.
13. A. F. Armitage, Neural networks in measurement and control, Measurement+Control 28 (1995) 208-215.
14. W. Miller, T. McKenna, C. Lau, Office of Naval Research contributions to neural networks and signal processing in oceanic engineering, IEEE J. of Oceanic Eng. 4 (1992) 299-307.
15. M. Johnson, Neural networks in advanced instrument design, Measurement+Control 29 (1996) 101-105.
16. M. Attari, M. H. Heniche and F. Boudjema, A two dimensional intelligent calibration of an ion sensor. In Proc. of IEEE Instrumentation and Measurement and IMEKO Technical Conference, Brussels, Belgium, 4-6 June 1996, pp. 788-791.
17. A. Carullo, F. Ferraris, S. Graziani, U. Grimaldi and M. Parvis, Ultrasonic distance sensor improvement using a two-level neural network. In IEEE Transaction on Instrumentation and Measurement, April 1996, pp. 677-682.
18. K. Zhang, C. Butler, Q. Yang and Y. Lu, A fiber optic sensor for the measurement of surface roughness and displacement using artificial neural networks. In Proc. of IEEE Instrumentation and Measurement and IMEKO Technical Conference, Brussels, Belgium, 4-6 June 1996, pp. 917-920.
19. J. W. Gardner, E. L. Hines, C. Pang, Detection of vapours and odours from a multisensor array using pattern recognition: self-organising adaptive resonance techniques, Measurement+Control 29 (1996) 172-178.
20. Yi. Liu, Calibrating an industrial microwave six-port instrument using the artificial neural network technique. In IEEE Transaction on Instrumentation and Measurement, April 1996, pp. 651-656.
21. S. M. Fakhraie and K. C. Smith, VLSI-compatible Implementation for Artificial Neural Networks. Kluwer Academic publishers, Dordrecht, 1997.
22. L. Ricci and G. Tecchioli, A neural system for frequency control of tunable laser source, processing industry. In Proc. of IEEE Instrumentation and Measurement Technical Conference, Ottawa (Canada), 19-21 May 1997, pp. 251-256.
23. J. Branch, S. M. Tam, M. A. Holler, A. L. Shmurum, Analog VLSI, neural network for impact signal processing, IEEE Micro 12 (6) (1992) 34-45.
24. Intel 80170NX ETANN, Data Sheet, Order Number 290408-003, Intel Corporation, March 1993.