English

Application of Mutual Information Methods in Time-Distance Helioseismology

Solar and Stellar Astrophysics 2015-06-10 v3

Abstract

We apply a new technique, the mutual information (MI) from information theory, to time-distance helioseismology, and demonstrate that it can successfully reproduce several classic results based on the widely used cross-covariance method. MI quantifies the deviation of two random variables from complete independence, and represents a more general method for detecting dependencies in time series than the cross-covariance function, which only detects linear relationships. We provide a brief description of the MI-based technique and discuss the results of the application of MI to derive the solar differential rotation profile, a travel-time deviation map for a sunspot and a time-distance diagram from quiet Sun measurements.

Keywords

Cite

@article{arxiv.1501.05597,
  title  = {Application of Mutual Information Methods in Time-Distance Helioseismology},
  author = {Dustin Keys and Shukur Kholikov and Alexei Pevtsov},
  journal= {arXiv preprint arXiv:1501.05597},
  year   = {2015}
}

Comments

14 pages, 5 figures, accepted for publication in Solar Physics