Comparative Studies of the LMS and MSLMS Algorithms Convergence Speed in the Active Noise Control Systems

الموضوعات :

اشرف انوری ¹ , محمدحسن شناسا ² , علی خاکی ‎صدیق ³

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تاريخ الإرسال : 02 السبت , شوال, 1431 تاريخ التأكيد : 05 السبت , محرم, 1432 تاريخ الإصدار : 15 الإثنين , ربيع الأول, 1431

الکلمات المفتاحية: Active Noise Control Systems, Adaptive Filters, LMS, MLSMS,

ملخص المقالة :

In this paper convergence speed of Least Mean Square (LMS) and Multi Stage Least Mean Square (MSLMS)in the active noise control systems have been studied and compared. The results show that MSLMS algorithm convergence rate is more efficient than LMS algorithm. Moreover; using of the above algorithms in the active noise control systems have been simulated. The simulation results show capability of the MLSM algorithm utilization in the active noise control systems.