Blind source separation, subspace estimation, and factor analysis

Contact: Alle-Jan van der Veen

Items under this topic

AIS - source separation of partially overlapping signals Blind source separation of data packets that are not synchronized. Application to AIS (ship transponder signals) as received from satellites Software, Apr 2018

Factor Analysis and extensions Matlab code for very efficient computation of the FA decomposition: R = A A' + D (low rank plus diagonal). Software, Jul 2017

SURV - Signed URV subspace estimation algorithm Matlab implementation of an efficient subspace estimator/tracker based on hyperbolic Givens rotations. The algorithm is stable for both updates and downdates. Software, Jan 2012

ACMA - An Analytical Constant Modulus Algorithm Original matlab code for the ACMA algorithm Software, Jan 1996

RACMA - Analytical Method for Blind Binary Signal Separation Original matlab code for blind binary source separation using an AMCA-like algorithm Software, Jan 1996