Statistical Properties of the Estimated Degree of Polarization

We derive important and useful new statistical properties of the estimated degree of polarization in the two-dimensional case. We find its distribution function and show how it may be used to construct confidence intervals. We also find an expression for any moment of the distribution, and derive an exact unbiasing formula for the estimator of the squared coefficient. Further we discuss a test for partial polarization. Our statistical analyses enable identification of elliptical polarization for an ultra low frequency wave in the solar magnetic field.

[1]  A. Erdélyi,et al.  Tables of integral transforms , 1955 .

[2]  Jun Li,et al.  Degree of polarization in laser speckles from turbid media: implications in tissue optics. , 2002, Journal of biomedical optics.

[3]  K. Pillai,et al.  On the Distribution of the Sphericity Test Criterion in Classical and Complex Normal Populations Having Unknown Covariance Matrices , 1971 .

[4]  B. N. Nagarsenker,et al.  Exact distribution of sphericity criterion in the complex case and its percentage points , 1975 .

[5]  Joseph Lipka,et al.  A Table of Integrals , 2010 .

[6]  B. G. Stewart,et al.  Point and interval estimation of the true unbiased degree of linear polarization in the presence of low signal-to-noise ratios , 1985 .

[7]  Donald B. Percival,et al.  The effective bandwidth of a multitaper spectral estimator , 1995 .

[8]  A. Friberg,et al.  Degree of polarization for optical near fields. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[9]  Jack Calman,et al.  On the Interpretation of Ocean Current Spectra, Part II: Testing Dynamical Hypotheses , 1978 .

[10]  Kevin Barraclough,et al.  I and i , 2001, BMJ : British Medical Journal.

[11]  Rory A. Fisher,et al.  The general sampling distribution of the multiple correlation coefficient , 1928 .

[12]  Andrew T. Walden,et al.  A Variance Equality Test for Two Correlated Complex Gaussian Variables With Application to Spectral Power Comparison , 2007, IEEE Transactions on Signal Processing.

[13]  I. S. Gradshteyn Table of Integrals, Series and Products, Corrected and Enlarged Edition , 1980 .

[14]  J. C. Samson,et al.  The reduction of sample‐bias in polarization estimators for multichannel geophysical data with anisotropic noise , 1983 .

[15]  J. C. Samson,et al.  Some comments on the descriptions of the polarization states of waves , 1980 .

[16]  Ingram Olkin,et al.  Unbiased Estimation of Certain Correlation Coefficients , 1958 .

[17]  Yoshikazu Hayashi,et al.  Space-Time Spectral Analysis of Rotary Vector Series , 1979 .

[18]  J. Goodman Statistical Properties of Laser Speckle Patterns , 1963 .

[19]  Jack Calman On the Interpretation of Ocean Current Spectra. Part 1: The Kinematics of Three-Dimensional Vector Time Series , 1978 .

[20]  N. R. Goodman Statistical analysis based on a certain multivariate complex Gaussian distribution , 1963 .

[21]  Jean-Yves Chouinard,et al.  Eigendecomposition of the multi-channel covariance matrix with applications to SAR-GMTI , 2004, Signal Process..

[22]  Frank L. Vernon,et al.  Frequency dependent polarization analysis of high‐frequency seismograms , 1987 .

[23]  Otto R. Spies,et al.  Tables of integral transforms, volume 2: edited by A. Erdelyi. 451 pages, 16 × 24 cm. New York, McGraw-Hill Book Co., Inc., 1954. Price, $8.00. , 1955 .

[24]  S. Quegan,et al.  A statistical description of polarimetric and interferometric synthetic aperture radar data , 1995, Proceedings of the Royal Society of London. Series A: Mathematical and Physical Sciences.

[25]  V. Santalla del Rio,et al.  Statistics of the degree of polarization , 2006 .

[26]  A. Walden A unified view of multitaper multivariate spectral estimation , 2000 .

[27]  Richard Barakat,et al.  The Statistical Properties of Partially Polarized Light , 1985 .

[28]  Irene A. Stegun,et al.  Handbook of Mathematical Functions. , 1966 .

[29]  Iannis Dandouras,et al.  Size and shape of ULF waves in the terrestrial foreshock , 2005 .