Subspace methods for blind identification of multichannel FIR filters using space-time contraction of cumulants
M. Martone · IEEE Signal Processing Letters · 1998
We show that the popular subspace method for identification of multichannel systems can be implemented using particular contractions of higher-order cumulants, in the case of independent, identically distributed (i.i.d.) inputs. The algorithm appears to outperform the traditional correlation-based subspace algorithm in low signal-to-noise-ratio (SNR) and/or correlated noise.