Adaptive Algorithm Performance Summary

2011 ◽  
pp. 365-369
Keyword(s):  
Adaptive Algorithm ◽  
Algorithm Performance

scholarly journals Adaptive Algorithm for Estimation of Two-Dimensional Autoregressive Fields from Noisy Observations

2014 ◽  
Vol 2014 ◽  
pp. 1-5 ◽  
Author(s):  
Alimorad Mahmoudi
Keyword(s):  
Adaptive Algorithm ◽  
Steepest Descent ◽  
Two Dimensional ◽  
Algorithm Performance ◽  
Performance Comparisons

This paper deals with the problem of two-dimensional autoregressive (AR) estimation from noisy observations. The Yule-Walker equations are solved using adaptive steepest descent (SD) algorithm. Performance comparisons are made with other existing methods to demonstrate merits of the proposed method.

scholarly journals Performance analysis of the adaptive algorithm for bias-to-variance trade-off

2003 ◽  
Vol 16 (3) ◽  
pp. 377-387
Author(s):  
Ljubisa Stankovic
Keyword(s):  
Adaptive Algorithm ◽  
Explicit Knowledge ◽  
Estimation Bias ◽  
Error Minimization ◽  
Variance Ratio ◽  
Mean Square ◽  
Algorithm Performance ◽  
Trade Off ◽  
The Mean ◽  
Ratio Optimization

Analysis of the algorithm for the mean square error minimization, through the bias-to-variance ratio optimization, is performed. This algorithm is based on the confidence intervals intersection. It does not require explicit knowledge of the estimation bias. The algorithm performance and reliability for various kinds of noise in the estimation are studied.

Structure and Adaptive Algorithm of Frequency Domain SSCF-ANC System

2018 ◽  
Vol 138 (11) ◽  
pp. 1355-1361
Author(s):  
Masaki Kobayashi ◽  
Naoto Sasaoka ◽  
Yoshio Itoh
Keyword(s):  
Frequency Domain ◽  
Adaptive Algorithm
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