Skip to content

Communication Optimal Transport (CommOT) for RD function.

Notifications You must be signed in to change notification settings

wushitong1234/CommOT

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

12 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

CommOT framework details

A new framework named Communication Optimal Transport (CommOT) for computing the rate distortion (RD) function.

The Alternating Sinkhorn (AS) algorithm is presented in “A Communication Optimal Transport Approach to the Computation of Rate Distortion Functions” https://ieeexplore.ieee.org/abstract/document/10161675

The code for the AS algorithm

The latest code is in the file "RD_CBA.m".

This implement is more efficient than the version in the files "BlahutA.m" and "sinkhorn_admm.m".

Note: the major modification in the file "RD_CBA.m" is the way of matrix multiplication in matlab.

The code in "RD_CBA.m" is of $O(N^2)$ complexity for each multiplication.

About

Communication Optimal Transport (CommOT) for RD function.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages