Welcome to the DCS-AMP homepage

DCS-AMP's factor graph

Dynamic Compressed Sensing (DCS) | Approximate Message Passing (AMP)



DCS-AMP is a recently developed Bayesian algorithm for solving the dynamic compressed sensing (DCS) problem in compressed sensing, in cases with (possibly) substantial amplitude correlation across time. The technique leverages recent advances in approximate message passing (AMP) in order to rapidly obtain accurate solutions in high-dimensional settings.


News

Some missing files were corrected in software release (v1.2). See the download page. (12/8/15)

An updated software release (v1.1) has been posted to the download page. (12/6/12)

An initial public software release (v1.0) has been posted to the download page. (7/11/12)

DCS-AMP: An algorithm for efficient high-dimensional inference in the dynamic compressed sensing (DCS) problem

News: Version 1.2 of the DCS-AMP code is now available for download (12/8/15)

Authors

See Also: