Automatic Bounding Estimation in Modified Nlms Algorithm
Publish Year: 1381
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_IJE-15-1_004
تاریخ نمایه سازی: 19 اسفند 1400
Abstract:
Modified Normalized Least Mean Square (MNLMS) algorithm, which is a sign form of NLMS based on set-membership (SM) theory in the class of optimal bounding ellipsoid (OBE) algorithms, requires a priori knowledge of error bounds that is unknown in most applications. In a special but popular case of measurement noise, a simple algorithm has been proposed. With some simulation examples the performance of algorithm is compared with MNLMS.
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Authors
A. M. Doost Hoseini
Electerical and Computer Engineering, Isfahan University of Technology
K. Shahtalebi
, Isfahan University of Technology