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Cumulants: A powerful tool in signal processing

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1 Author(s)
Giannakis, G.B. ; University of Southern California, Los Angeles, CA, USA

The impulse response of a linear, time-invariant system is related in a simple closed-form solution to the output cumulants, when the input is assumed to be non-Gaussian and independent. This expression permits the use of one-dimensional processing of the output cumulants for identification of non-minimum-phase systems, and opens new directions in other signal processing applications.

Published in:

Proceedings of the IEEE  (Volume:75 ,  Issue: 9 )