Neural network-based self-calibration/ compensation of sensors operating in harsh environments

Proceedings of IEEE Sensors

Volumn 1, Issue , 2004, Pages 425-428

  Patra, Jagdish C ^a   Gopalkrishnan, Vivekanand ^a   Ang, Ee Luang ^a   Das, Amitabha ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Neural networks; Self calibration; Smart or intelligent sensor

Indexed keywords

CALIBRATION; COMPUTER SIMULATION; MATHEMATICAL MODELS; PRESSURE EFFECTS; SENSORS; THERMAL EFFECTS;

CAPACITIVE PRESSURE SENSORS (CPS); NONLINEAR RESPONSES; SELF-CALIBRATION; SMART OR INTELLIGENT SENSORS;

NEURAL NETWORKS;

EID: 27944480895     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. P. T. Kolen, "Self-calibratiou/compensation technique for microcontroller-based sensor array," IEEE Trans. Instrum. and Mean., vol. 43, pp. 620-623, Aug. 1994.
2. M. Yamada and K. Watanabe, "A capacitive pressure sensor interface using oversampling Δ - Σ demodulation techniques,", IEEE Trans. Instrum, and Meas., vol. 46, no. 1, pp. 3-7, Feb. 1997.
3. K. F. Lyahou, G. van der Horn, and J. H. Huijsing, "A noniterative polynomial 2-D calibration method implemented in a microcontroller," IEEE Trans. Instrum, and Meas., vol. 46, no. 4, pp. 752-757, Aug. 1997.
4. X. Li and G. C. Meijer, "An accurate interface for capacitive sensors," IEEE Trans. Instrum, and Meas., vol. 51, no.5, pp. 935-939, Oct. 2002.
5. J. M. Dias Pereira, P. M. B. Girao, and O. Postolache, "Fitting transducer characteristics to measured data," IEEE Instrum. and Meas. Magazine, pp. 20-39, Dec. 2001.
6. J. C. Patra, A. C. Kot, and G. Panda, "An intelligent pressure sensor using neural networks," IEEE Trans. Instrum. and Meas., vol. 49, no. 4, pp. 829-834, Aug. 2000.
7. J. M. Dias Pereira, O. Postolache, and P. M. B. Girao, "A temperature compensated system for magnetic field measurements based on artificial neural networks," IEEE Trans. Instrum. and Meas., vol. 47, no. 2, pp. 494-498, Apr. 1998.
8. P. Arpaia, P. Daponte, D. Grimaldi, and L. Michaeli, "ANN-based error reduction for experimentally modeled sensors," IEEE Trans. Instrum. and Meas., vol. 51, no. 1, pp. 23-30, Feb. 2002.
9. J. C. Patra and A. van den Bos, "Auto-calibration and -compensation of a capacitive pressure sensor using multilayer perceptrons," ISA Transactions, vol. 39, pp. 179-190, 2000.
10. S. Haykin, Neural Networks, Maxwell MacMillan, Ontario, Canada, 1994.