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updated 9 months ago

Adaptive noise cancellation using LMS algorithm. by jerin

Its like single perceptron neural network.. (adaptive, signal processing, noise)

noisecancel.m

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updated 1 year ago

System Identification using LMS algorithm by Manoj kumar

To identify a unknown sytem with an FIR filter (lms, system identification, fir filter)

Sys_id_LMS.m

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updated 1 year ago

Least Mean Square algorithm by Soumya Saraswata Dash

Least Mean Square algorithm used to minimize ISI in communication system (lms, least mean square, isi)

LMS.m

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updated 2 years ago

The Radial Basis Function (RBF) with LMS algorithm for Simulink by Marcelo Fernandes

The Radial Basis Function (RBF) with LMS algorithm for Simulink. (ann, rbf, artificial neural net...)

ANN_RBF_LMS

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updated 2 years ago

LMS Algorithm Implementation by Ansuman Mahapatra

LMS Algorithm Implementation (lms, matlab, algorithm)

lms.m

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updated 3 years ago

Feedback active noise control system using FbLMS algorithm by Agustinus Oey

Use of feedback active control system for reducing narrow band noise. (acoustics, noise, least mean square)

try_fblms.m

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updated 3 years ago

Active noise control system using FxLMS algorithm by Agustinus Oey

Implementation of FxLMS algorithm for a single channel feed-forward active noise control system. (acoustics, noise, least mean square)

try_fxlms.m

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updated 3 years ago

LMS Algorithm Demonstration by Arsal Butt

By running the code provided you can demonstrate one process to identify an unknown FIR filter. (lmsalgo, lms, least mean square)

lms()

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updated 4 years ago

Harmonic Reconstruction by Ikaro Silva

Reconstruction of a signal through its estimated harmonic components. (harmonics, fundamental, periodic)

[varargout]=harmonic_est(x,varargin)

[varargout]=harmonic_recon(varargin)

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updated 4 years ago

Fundamental Frequency Tracking through Comb (Notch) IIR Filtering by Ikaro Silva

Implements the algorithm described in IEEE Signal Processing Magazine (11/2009) by Tan and Jiang. (frequency tracking, harmonics, lms)

[varargout]=harmonic_est(x,varargin)

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updated 4 years ago

DeltaRule by Will Dwinnell

Trains a single artificial neuron using the delta rule. (neural, neural net, neural network)

DeltaRule(X,Y,LearningRate,MinimumWeightChange,MaximumPas...

Logistic(Input)

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updated 4 years ago

Binary Step Size Based LMS Algorithms(BS-LMS) by Samir Mishra

Modification of LMS algorithm for better convergence and lesser MSE using two step sizes (signal processing, communications, optimization)

bs_lms_equalizer.m

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updated 5 years ago

System identification through the LMS algorithm by Liviu

A classic LMS implementation for system identification, with multiple options for the input signal. (digital signal proces..., linear filtering, system identification)

LMS(FIR_A,FIR_B,L,wave)

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updated 5 years ago

Vectorized Adaptive noise canceler using LMS filter by Kiran Kintali

This demo shows to call external functions in an Embedded MATLAB block (embedded matlab, hdl, lms)

tapped_delay_fcn(input)

treesum_fcn(u)

update_weight_fcn(step_size, err_sig, delayed_signal, fil...

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updated 6 years ago

Noise Suppressor Using Adaptive Filters by Ali Behboodian

This model uses the NLMS adaptive filtering algorithm to suppress noise. (dsp, adaptive filter, noise suppressor)

Noise_suppression

Noise_suppression_frame_based

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updated 7 years ago

System Identification Comparison by Mayowa Aregbesola

Comparison of system identification using LMS, NLMS & LMF (filter design, filter analysis, lms)

sysidcomp.m

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updated 8 years ago

Frequency Domain Adpative Filter by John Forte

A function which performs one iteration of the Self-Orthogonalizing Frequency Domain Adaptive Filter (audio processing, video processing, lms)

so_fdaf(N, mu, power_alpha, WEIGHT, desired, reference, p...

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updated almost 11 years ago

NLMS Algorithm Demo by Tamer Mellik

NLMS algorithm demo with adaptive learning rate. (system identification, nlms, lms)

nlms.m

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updated almost 11 years ago

LMS Algorithm Demo by Tamer Mellik

A system identification by the usage of the LMS algorithm. (system identification, lms, adaptive filter theor...)

lms.m

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