Results 11 to 20 of about 5,475,408 (345)
Optimized LMS algorithm for system identification and noise cancellation
Journal of Intelligent Systems, 2021 Optimization by definition is the action of making most effective or the best use of a resource or situation and that is required almost in every field of engineering.
Ling Qianhua +2 more
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An efficient normalized LMS algorithm
Nonlinear dynamics, 2022 The task of adaptive estimation in the presence of random and highly nonlinear environment such as wireless channel estimation and identification of non-stationary system etc. has been always challenging. The least mean square (LMS) algorithm is the most
Al-Saggaf, Ubaid M. +4 more
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A Noise Reduction Method Based on Modified LMS Algorithm of Real time Speech Signals
WSEAS transactions on systems and control, 2021 In real time speech de-noising, adaptive filtering technique with variable length filters are used which is used to track the noise characteristics and through those characteristics the filter equations are selected The main features that attracted the ...
Jagadish S. Jakati, S. Kuntoji
semanticscholar +1 more source
Normalized LMS algorithm and data-selective strategies for adaptive graph signal estimation
Signal Processing, 2020 This work proposes a normalized least-mean-squares (NLMS) algorithm for online estimation of bandlimited graph signals (GS) using a reduced number of noisy measurements.
Marcelo J. M. Spelta, W. Martins
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Analysis of the Normalized Sign-Sign LMS Algorithm
, 2021 This work repots results of the convergence analysis of the normalized sign-sign least mean square (NSSLMS) algorithm when the input is real-valued data.
Zerguine, A., Ulla Faiz, M.
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Equivalent forms of writing of processing algorithms of adaptive antenna array
Весці Нацыянальнай акадэміі навук Беларусі: Серыя фізіка-тэхнічных навук, 2022 The article is devoted to obtaining equivalent forms of writing of processing algorithms for the operation of adaptive antenna arrays, considering algorithms as varieties of some generalized LMS algorithm.
S. M. Kostromitsky +2 more
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A Variable Step-Size Unconstrained Adaptive FD-LMS Algorithm for MDM Transmission
IEEE Photonics Journal, 2018 Mode-division multiplexing (MDM) over few-mode fibers has been proposed to break through the Shannon limit of the single-mode fiber. Mode coupling and differential mode group delay are two major drawbacks, which limit the performance of the system.
Guijun Hu, Chengbin Huang
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Stochastic Analysis of the LMS Algorithm for System Identification with Subspace Inputs [PDF]
, 2008 This paper studies the behavior of the low rank LMS adaptive algorithm for the general case in which the input transformation may not capture the exact input subspace.
Bermudez, José Carlos Moreira +3 more
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General block lms algorithm [PDF]
2009 35th Annual Conference of IEEE Industrial Electronics, 2009 In this paper, we analyze the conventional block-least-mean-square (BLMS) algorithm. Usual constraints such as real input data, steady-state analysis and positive adaptive step-size parameter are discarded. Some modifications are introduced in order that the new complex frequency-domain BLMS algorithm equals the former versions in case any of the ...
Domínguez Jiménez, María Elena +2 more
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PERFORMANCE IMPROVEMENTSOF ADAPTIVE FIR EQUALIZER USINGMODIEFED VERSION OF VSSLMS ALGORITHM
Journal of Engineering, 2007 In this paper possible improvements in the performance of adaptive Linear Equalizer (LE) and Decision Feed Back Equalizer (DFE) are reported. A modified Least Mean Square (LMS) algorithm incorporating a recursively adjusted adaptation step size based on
Thamer M.J. Al-anbaky
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