The Leaky Least Mean Fourth Algorithm

(2009) The Leaky Least Mean Fourth Algorithm. Masters thesis, King Fahd University of Petroleum and Minerals.


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Arabic Abstract

هذه الرساله تقدم العمل الذي تم على نوع ماص من خوارزمية المتوسط الرابع الاقل. تقييم اداء هذه الخوارزمية تم باستخدام مبدأ حفظ الطاقه. هذا التقييم يشمل الحاله المستقره وتحليل التتبع والحاله الانتقاليه . في الاخير تمت محاكة الخوارزميه ومقارنتها بعدد من الخوارزميات الاخرى كخوارزمية المتوسط الرابع الاقل التقليديه والخوارزميه الماصه للمتوسط الثاني الاقل

English Abstract

This thesis presents the work done on a leakage-based variant of the Least Mean Fourth algorithm. The performance assessment of the algorithm is carried out using the concepts of energy conservation. This includes its steady state, tracking and transient analysis. Finally, a number of simulations have been carried out to compare the proposed algorithm to the Leaky LMS and the conventional LMF as well to prove the accuracy of the theoretical findings.

Item Type: Thesis (Masters)
Subjects: Electrical
Department: College of Engineering and Physics > Electrical Engineering
Committee Advisor: Zerguine, Azzedine
Committee Members: Abdul-Jauwad, S.H. and Sheikh, A.U.H.Khan,
Depositing User: Obaid-Ur-Rehman Khattak
Date Deposited: 19 Jan 2010 10:25
Last Modified: 01 Nov 2019 14:11