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.

Authors

A. M. Doost Hoseini

Electerical and Computer Engineering, Isfahan University of Technology

K. Shahtalebi

, Isfahan University of Technology