HOS-Based Algorithm for Blind Identification of MA Models Using BPSK Signals

Author(s): Mohamed Boulouird, Moha M. Hassani.

Journal Name:Recent Patents on Computer Science

Volume 2 , Issue 2 , 2009

Abstract:

A new algorithm is presented for blind identification of moving average (MA) models using the 1-D slice of its fourth-order cumulants and the autocorrelation functions. The proposed algorithm utilizes the BPSK signals as MA models input that is an independent and identically distributed (i.i.d) process. Our algorithm is compared with Giannakis algorithm. Simulations verify the good performance of the proposed algorithm.

Keywords: Blind identification, higher-order statistics, MA models, BPSK signals

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Article Details

VOLUME: 2
ISSUE: 2
Year: 2009
Page: [131 - 134]
Pages: 4
DOI: 10.2174/2213275910902020131
Price: $100