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An efficient fourth order system identification (FOSI) algorithm utilizing the joint diagonalization procedure

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2 Author(s)
Belouchrani, A. ; Electr. Eng. Dept., Ecole Nat. Polytech., Algiers, Algeria ; Derras, B.

This paper introduces a new linear algebraic method for blind identification of a non-minimum phase FIR system. The proposed approach relies only on stationary fourth order statistics and is based on the “joint diagonalization” of a set of fourth-order cumulant matrices. Its performance is illustrated via some numerical examples. Further this method turns out to overcome the problem of having some zero taps in the system impulse response

Published in:

Statistical Signal and Array Processing, 2000. Proceedings of the Tenth IEEE Workshop on

Date of Conference:

2000

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