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

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

Volume: 2 Issue: 2

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

Affiliation:

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

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.

Cite this article as:

Boulouird Mohamed and Hassani M. Moha, HOS-Based Algorithm for Blind Identification of MA Models Using BPSK Signals, Recent Patents on Computer Science 2009; 2 (2) . https://dx.doi.org/10.2174/2213275910902020131