LMS Algorithm Step Size Adjustment for Fast Convergence by Dariusz BISMOR

“…When searching for an adaptation algorithm, it is hard to overlook the least mean squares (LMS) algorithm. …”
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Corrigendum to “The Precompression Processing of LMS Algorithm in Noise Elimination” by Pengfei Lin, Ning Zhang, Xingya Wu

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Performance Analysis of Distributed Incremental LMS Algorithm with Noisy Links by Azam Khalili, Mohammad Ali Tinati, Amir Rastegarnia

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Stability Conditions for the Leaky LMS Algorithm Based on Control Theory Analysis by Dariusz BISMOR, Marek PAWELCZYK

“…The Least Mean Squares (LMS) algorithm and its variants are currently the most frequently used adaptation algorithms; therefore, it is desirable to understand them thoroughly from both theoretical and practical points of view. …”
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An Improved Adaptive Variable Step Size LMS Algorithm for Harmonic Detection by ZHANG Han

“…In order to improve the accuracy and tracking speed of harmonic current detection, an improved variable step-size LMS (least mean square ) algorithm was proposed based on LMS algorithm. …”
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Hammerstein Nonlinear Active Noise Control with the Filtered-Error LMS Algorithm by Krzysztof MAZUR, Marek PAWEŁCZYK

“…The ANC system uses nonlinear control filters to suppress negative effects of nonlinearies in the system. Filtered-error LMS algorithm, found more suitable than usually used Filtered-reference LMS algorithm, is employed for updating parameters of the nonlinear filters. …”
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Improved variable step-size LMS algorithm based on hyperbolic tangent function by Jianwu ZHANG, Hao YU, Qianhua ZHANG

Subjects: “…LMS algorithm…”
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Wiener LMS channel estimation and tracking algorithm for OFDM systems with transmitter diversity by BAI Bin-feng1, CAI Yue-ming1, XU Xin1

“…A Wiener LMS channel estimating and tracking algorithm for OFDM systems with transmitter diversity was proposed. …”
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A Variable Step-Size Unconstrained Adaptive FD-LMS Algorithm for MDM Transmission by Guijun Hu, Chengbin Huang

“…Besides, the proposed algorithm can improve the convergence speed by 45.1% and 56.9% in comparison with the constrained FD-LMS algorithm and the unconstrained FD-LMS algorithm. …”
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Fault Information Processing of Power Dispatching Communication System Combining MMSE Algorithm and LMS by Lianrong Pan, Xiao Yang, Yuan Fu, Yuyang Hu, Shangbin Yuan

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Virtual adaptive antenna array mutual of the influence of its components on the basis of the LMS-algorithm by Y. M. Inshakov, A. Y. Osadchenko

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A Variable Step-Size FxLMS Algorithm for Nonlinear Feedforward Active Noise Control by Thi Trung Tin Nguyen, Faxiang Zhang, Jing Na, Le Thai Nguyen, Gengen Li, Altyib Abdallah Mahmoud Ahmed

“…To address problems caused by a nonlinear noise source, a novel adaptive neuro-fuzzy network controller is proposed for feedforward nonlinear ANC systems based on a variable step-size filtered-x least-mean-square (VSS-LMS) algorithm. Specifically, the LMS algorithm is first introduced to update the weight parameters of the controller based on the adaptive neuro-fuzzy network. …”
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Correlative characteristics of the neural network with LMS-algorithm tuning with square constraint with weight vector jitter by S. V. Zimina

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Variable step-size LMS algorithm with hybrid weight coefficients based on the Rayleigh distribution curve by CHEN Dongwei, LIU Weidong, ZHANG Mingyi, JIN Mengzhe, FANG Qingyuan

“…Due to the limitations of existing variable step-size LMS adaptive filtering algorithms in addressing convergence speed, tracking performance, and steady-state errors, a variable step-size LMS algorithm with hybrid weight coefficients based on the Rayleigh distribution curve was proposed. …”
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The Performance Analysis of Diffusion LMS Algorithm in Sensor Networks Based on Quantized Data and Random Topology by Junlong Zhu, Mingchuan Zhang, Changqiao Xu, Jianfeng Guan, Hongke Zhang

“…We first propose a diffusion LMS algorithm with quantized data and random link failures. …”
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Active Noise-Vibration Control using the Filtered-Reference LMS Algorithm with Compensation of Vibrating Plate Temperature Variation by Krzysztof MAZUR, Marek PAWEŁCZYK

“…To guarantee successful operation of the control system in face of plate temperature variation, a gain-scheduling scheme is proposed to support the Filteredreference LMS algorithm.…”
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Reduced Gaussian Kernel Filtered-x LMS Algorithm with Historical Error Correction for Nonlinear Active Noise Control by Jinhua Ku, Hongyu Han, Weixi Zhou, Hong Wang, Sheng Zhang

“…This paper introduces a reduced Gaussian kernel filtered-x least mean square (RGKxLMS) algorithm for a nonlinear active noise control (NANC) system. …”
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From LMS to adaptive training systems by Y. B. Popova

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Adaptive fuzzy filter algorithm for LEO communication channel estimation by ZHUO Yong-ning, ZHU Li-dong, WU Shi-qi

“…A novel adaptive LMS filter algorithm based on fuzzy rules was proposed.Through building many fuzzy sets over the space of channel gained value and the increment value of channel gain,in addition to the setting of fuzzy rules,an adaptive algorithm incorporated with human experience was set up,which was adaptive to the time_varing character-istics of LEO satellite channel.The results of the simulation validate the algorithm.…”
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Optimizing Resume Clustering in Recruitment: A Comprehensive Study on the Integration of Large Language Models (LLMs) with Advanced Clustering Algorithms by Pobbathi Amaravathi, Safooraa Amjad Khan, Palle Sriharsha, Y. L. Malathi Latha

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