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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

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

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