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

Least Mean Square algorithm by Soumya Saraswata Dash

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

LMS.m

lms adaptive noise cancellation by jerin

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

noisecancel.m

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

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

ANN_RBF_LMS

LMS Algorithm Implementation by Ansuman Mahapatra

LMS Algorithm Implementation (lms, least mean square, algorithm)

lms.m

Feedback active noise control system using FbLMS algorithm by Agustinus Oey

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

try_fblms.m

Active noise control system using FxLMS algorithm by Agustinus Oey

Implementation of FxLMS algorithm for a single channel feed-forward active noise control system. (lms, fxlms, active control)

try_fxlms.m

LMS Algorithm Demonstration by Arsal Butt

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

lms()

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)

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, adaptive)

[varargout]=harmonic_est(x,varargin)

DeltaRule by Will Dwinnell

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

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

Logistic(Input)

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 (lms, system identification, optimization)

bs_lms_equalizer.m

System identification through the LMS algorithm by Liviu

A classic LMS implementation for system identification, with multiple options for the input signal. (least mean squared er..., digital signal proces..., lms)

LMS(FIR_A,FIR_B,L,wave)

Vectorized Adaptive noise canceler using LMS filter by Kiran Kintali

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

tapped_delay_fcn(input)

treesum_fcn(u)

update_weight_fcn(step_size, err_sig, delayed_signal, filte...

Noise Suppressor Using Adaptive Filters by Ali Behboodian

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

Noise_suppression

Noise_suppression_frame_based

System Identification Comparison by Mayowa Aregbesola

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

sysidcomp.m

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, pow...

NLMS Algorithm Demo by Tamer Abdelazim Mellik

NLMS algorithm demo with adaptive learning rate. (nlms, adapt, adaptive filtering)

nlms.m

LMS Algorithm Demo by Tamer Abdelazim Mellik

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

lms.m