An Improved LMS_Newton Algorithm and its Analysis

التفاصيل البيبلوغرافية
العنوان: An Improved LMS_Newton Algorithm and its Analysis
المؤلفون: Lian, Rui Mei
المصدر: Applied Mechanics and Materials; October 2011, Vol. 130 Issue: 1 p458-462, 5p
مستخلص: An amended LMS Newton algorithm is proposed which create the nonlinear functional relation of the step factor µ and the error signal e (n). And the next we discuss the factors in the amended algorithm and the performance in the different IP environment. The algorithm is simple and easy to be implemented, Theoretical analysis and computer simulation show that the properties of the algorithm such as convergence speed, and steady state error ate better than those of SVSLMS algorithm.
قاعدة البيانات: Supplemental Index
الوصف
تدمد:16609336
16627482
DOI:10.4028/www.scientific.net/AMM.130-134.458