Technical Program

Paper Detail

Paper:SPTM-P1.7
Session:System Identification and Parameter Estimation
Time:Tuesday, May 18, 13:00 - 15:00
Presentation: Poster
Topic: Signal Processing Theory and Methods: System Modeling, Representation, & Identification
Title: JOINT AR PARAMETER AND ORDER ESTIMATION IN A GENERAL NOISE ENVIRONMENT
Authors: Jeong-Jin Lee; University of Waterloo 
 George Freeman; University of Waterloo 
Abstract: A new joint autoregressive (AR) parameter and order estimation approach is presented which works well regardless of noise type. Unlike many other existing AR estimation methods which require prior knowledge of model order and noise statistics, the proposed method provides embedded order estimation in the pole-zero domain without requiring any noise statistics. The joint method virtually achieves the Cramor-Rao bound (CRB) in a general noise environment.
 
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