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JACIII Vol.20 No.2 pp. 287-293
doi: 10.20965/jaciii.2016.p0287
(2016)

Paper:

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A Linear Least Square with Duffing Chaotic Detection Designed in Micro-Distance Movement Measurement System

Xiao Lin*, Yaping Dai*, and Linhui Zhao**

*School of Automation, Beijing Institute of Technology
No.5 Zhongguancun South Street, Haidian District, Beijing 100081, China

**School of Mechatronics, Beijing Union University
Baijiazhuang Xili Street, Chaoyang District, Beijing 100020, China

Received:
November 10, 2015
Accepted:
December 10, 2015
Online released:
March 18, 2016
Published:
March 20, 2016
Creative Commons License
Keywords:
Duffing, chaos detection system, capacitance sensor, weak signal detection
Abstract
High precision micro displacement measurement framework is fundamental for drilling strain gauges. We replaced the traditional lock-in amplifier method by the linear least square (LLS) based on Duffing chaotic detection (DCD) in drilling strain gauges. Simulation results showed that LLS based on DCD has a relative error 7.7% when SNR = −20.79 dB. It is 410.1% lower than lock-in amplifier method in the detection. Even more, the design and realization of LLS based on DCD is easier than lock-in amplifier method.
Cite this article as:
X. Lin, Y. Dai, and L. Zhao, “A Linear Least Square with Duffing Chaotic Detection Designed in Micro-Distance Movement Measurement System,” J. Adv. Comput. Intell. Intell. Inform., Vol.20 No.2, pp. 287-293, 2016.
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References
  1. [1] W.-P. Li, L.-T. Li, and P.-F. Wu, “Research on sinusoidal excitation source of capacitive micrometer for airborne gravity measurement system based on DDS technology,” J. of Geodesy and Geodynamics, Vol.S2, pp. 84-87, 2013.
  2. [2] J.-Z. Gao, “Detection of weak signals,” Beijing: Tsinghua University Press, 2011.
  3. [3] C.-Y. Nie, “Chaotic Systems and Detection of Weak Signals,” Beijing: Tsinghua University Press, 2009.
  4. [4] Y. Li, B.-J. Yang, “An Introduction to The Chaotic Detection,” Beijing: Publishing House Of Electronics Industry, 2004.
  5. [5] G. Wang, D. Chen, J. Lin, and X. Chen, “The application of chaotic oscillators to weak signal detection,” IEEE Trans. on Industrial Electronics, Vol.46, No,2, pp. 440- 444, April 1999.
  6. [6] P. Lu and Y. Li, “An inproved scheme of estimation of amplitude of a weak signal by chaotic method,” Acta Electronica Sinica, Vol.3, No.33, pp. 257-259, 2005.
  7. [7] X.-P. Zhou, “Sensors and Measurement Technologies,” Beijing: Tsinghua University Press, 2010.
  8. [8] Y.-Z. Bai, Z.-B. Zhou, H.-B. Tu, S.-C. Wu, L. Cai, L. Liu, and J. Luo, “Capacitive position measurement for high-precision space inertial sensor,” Frontiers of Physics in China, Vol.4, No.2, pp. 205-208, 2009.

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Last updated on Apr. 22, 2024