文章基本信息

标题：Solution for Vehicles Noise Cancellation With Modification of LMS Adaptive Algorithm
本地全文：下载
作者：Sri Arttini Dwi Prasetyowati ; Bustanul Arifin ; Eka Nuryanto Budi Susila 等
期刊名称：International Journal on Computer Science and Engineering
印刷版ISSN：2229-5631
电子版ISSN：0975-3397
出版年度：2012
卷号：4
期号：05
页码：929-937
出版社：Engg Journals Publications
摘要：The problems of noise cancelling systems are based on the specific characteristics of their sources. Therefore, the knowledge of each noise source should be represented prior to the excecution of the designed noise cancelling scheme. Since the noises emitted vary with the types of the passing vehicles, the scheme should be well adjusted automatically. The delay must be minimixed by managing the value of step size. Five representing types of noise producing vehicles (noise from: bus, truck, motocycle, car with diesel fuel, and car with gasoline) were always changing following the passing vehicle. The robust LMS (Least Mean Square) algorithm was applied first, then followed by modification LMS algorithm. The results show that LMS algorithm with two process, which is modification from adaptive LMS algorithm is the simplest and the best if it is applied in vehicle�s noise cancellation.
关键词：LMS (Least Mean Square); delay; step size; filter length.