The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON COMMUNICATIONS
Transactions ID Number: 29-137
Full Name: POPESCU MARIUS-CONSTANTIN
Position: Associate Professor
Age: ON
Sex: Male
Address: UNIVERSTITY OF CRAIOVA, Decebal Bv, No.107, 200440, CRAIOVA
Country: ROMANIA
Tel: 0745438287
Tel prefix: +4
Fax: +40251435255
E-mail address: mrpopescu@em.ucv.ro
Other E-mails: popescu.marius.c@gmail.com
Title of the Paper: processing data for colored noise using a dynamic state estimator
Authors as they appear in the Paper: Marius-Constantin Popescu Onisifor Olaru Nikos Mastorakis
Email addresses of all the authors: popescu.marius.c@gmail.com, onisifor.olaru@yahoo.com, mastor@wses.org
Number of paper pages: 10
Abstract: This paper treats data reduction in array processing for the spatially colored noise case. The purpose is to reduce the computational complexity of the applied signal processing algorithms by mapping the data into a space of lower dimension by means of a linear transformation. We discuss ways to implement the transformation and show that it suffices to estimate the array covariance matrix instead of the noise covariance matrix in the design process of the optimal transformation. Computer simulations are given that illustrate the problem of interference from out-of-band-sources that result when a beamspace transformation is designed to focus on a particular sector. The presents an dynamic state estimator. The method uses ANN based bus load prediction for the prediction step in the DSE.
Keywords: Adaptive data reduction, Colored noise, Dynamic state estimation, Load prediction
EXTENSION of the file: .doc
Special (Invited) Session: Data Reduction for Signals Observed in Colored Noise
Organizer of the Session: 699261
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IP ADDRESS: 79.117.185.136
