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Evaluation and Expression of Measurement Uncertainty using Method of Moments

About

The project aims for propose novel frameworks for the evaluation and expression of measurement uncertainty using 1) propagation of moments; and 2) method of moments.

Collaborators

  1. Arvind Rajan
  2. Ye Chow Kuang
  3. Melanie Po-Leen Ooi
  4. Serge N. Demidenko

Keywords

Method of Moments, Maximum Entropy, Pearson Distribution, Propagation of Moments, Mellin Transform, Taylor Series

Publications

Journal

  1. A. Rajan, Y. C. Kuang, M. P.-L. Ooi, S. Demidenko, and H. Carstens “Moments and Maximum Entropy Method for Expanded Uncertainty Estimation in Measurements,” IEEE Access, vol. 6, pp. 4072 - 4082, 2018.
  2. Y. C. Kuang, A. Rajan, M. P. L. Ooi, and S. N. Demidenko, "Measured Quantity Value Estimator for Multiplicative Non-linear Measurement Models," IEEE Transactions on Instrumentation and Measurement, vol. 66, pp. 715 – 722, 2017.
  3. A. Rajan, Y. C. Kuang, M. P. L. Ooi, and S. N. Demidenko, "Benchmark Test Distributions for Expanded Uncertainty Evaluation Algorithms," IEEE Transactions on Instrumentation and Measurement, vol. 65, pp. 1022-1034, 2016.
  4. A. Rajan, M. P.-L. Ooi, Y. C. Kuang, and S. N. Demidenko, "Analytical Standard Uncertainty Evaluation Using Mellin Transform," IEEE Access, vol. 3, pp. 209-222, 2015.
  5. Y. C. Kuang, A. Rajan, M. P.-L. Ooi, and T. C. Ong, "Standard uncertainty evaluation of multivariate polynomial," Measurement, vol. 58, pp. 483-494, 2014.

Conference

  1. A. Rajan, Y. C. Kuang, M. P.-L. Ooi, and S. Demidenko, "Moments and Maximum Entropy Method for Expanded Uncertainty Estimation in Measurements," in Instrumentation and Measurement Technology Conference (I2MTC), 2017 IEEE International, 2017.
  2. Y. C. Kuang, M. P.-L. Ooi, A. Rajan, and S. Demidenko, "Performance comparison between expanded uncertainty evaluation algorithms," in Instrumentation and Measurement Technology Conference (I2MTC), 2015 IEEE International, 2015, pp. 1729-1734.
  3. A. Rajan, Y. C. Kuang, M. P.-L. Ooi, and S. Demidenko, "Standard Uncertainty estimation on polynomial regression models," in Sensors Applications Symposium (SAS), 2014 IEEE, 2014, pp. 207-212.
  4. Y. C. Kuang, M. P. L. Ooi, and A. Rajan, "Analytic standard uncertainty evaluation of polynomial in normal/uniform random variables," in Smart Instrumentation, Measurement and Applications (ICSIMA), 2013 IEEE International Conference on, pp. 1-5, 2013.