Generalized Entropy Functions

Minimizing the generalized entropy function for sparse signal recovery

Generalized Entropy Functions for Sparse Signal Recovery

Minimizing the generalized entropy function encourages the concentration of energy towards a few significant entries in the solution. (Huang & Tran, 2019).

The 2D Shannon entropy function: the local minimums are located on the x- and y- axes.

References

2019

TSP

Sparse Signal Recovery via Generalized Entropy Functions Minimization

Shuai Huang, and Trac D. Tran

IEEE Transactions on Signal Processing, 2019

Bib HTML

@article{GEF_min,
  author = {Huang, Shuai and Tran, Trac D.},
  journal = {IEEE Transactions on Signal Processing},
  title = {Sparse Signal Recovery via Generalized Entropy Functions Minimization},
  year = {2019},
  volume = {67},
  number = {5},
  pages = {1322-1337}
}