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Estimation of Multicomponent Polynomial-Phase Signals Impinging on a Multisensor Array Using State–Space Modeling

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2 Author(s)
Mounir Adjrad ; Electr. Eng. Dept., Ecole Nationale Polytechnique, Algiers ; Adel Belouchrani

This contribution addresses the problem of estimating the parameters of multicomponent polynomial-phase signals when impinging on a multisensor array. An original approach is proposed based on a state-space modelization of the signal and the application of an extended Kalman filter for the state estimation. The use of a multisensor array allows the exploitation of a spatial information and leads to the consideration of multiple filters with different observation equations. Computer simulations are used to demonstrate the effectiveness of the proposed algorithm

Published in:

IEEE Transactions on Signal Processing  (Volume:55 ,  Issue: 1 )