| Paper: | SPTM-P11.3 | ||
| Session: | Nonlinear Systems and Signal Processing | ||
| Time: | Friday, May 19, 10:00 - 12:00 | ||
| Presentation: | Poster | ||
| Topic: | Signal Processing Theory and Methods: Nonlinear Systems and Signal Processing | ||
| Title: | SYMBOLIC COMPUTATIONS IN VOLTERRA SYSTEM IDENTIFICATION | ||
| Authors: | Kimon Kontosis, University of Athens, Greece; Panagiotis Angelikopoulos, National Technical University of Athens, Greece; Panos Koukoulas, Nicholas Kalouptsidis, Ioannis Emiris, University of Athens, Greece | ||
| Abstract: | This paper is concerned with symbolic computations in Volterra system identification using higher order cumulants. An efficient method that implements the Leonov-Shiryaev theorem is introduced. The proposed method relies on the exploitation of recursive relations between cumulants. The method is applied on the problem of blind identification of Volterra-Hammerstein systems excited by stationary higher order white noise. | ||
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