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MATLAB code for Interference Cancellation of Speech Signals using Adaptive Filters

My aim is to cancel the interference and noise occurred in a speech signal when sent through a wireless network.

We have to modulate the speech signal at the source using Quadrature Phase Shift Keying (QPSK) modulation and pass it through the transmission channel where the speech signal encounters Log Normal Shadowing Path Loss, multi-path Rayleigh Fading which introduces Inter-Symbol Interference (ISI) to the signal. We also add Additive White Gaussian Noise (AWGN) to the signal. The interference and noise present in the received signal is then suppressed by using adaptive filters. We should use Least Mean Squares (LMS) Algorithm, Normalized Least Mean Squares (NLMS) Algorithm, Affine Projection Algorithm (APA) and Recursive Least Square (RLS) Algorithm in these adaptive filters for achieving our objective.

I have attached the speech signal file which you will use in this project. If you want, you can select a portion of that speech signal for simulation.

I have attached the adaptive filter model which you will use it in the simulation.

I have also written what type of MATLAB outputs I need along with the code in the uploaded document.

Fähigkeiten: Algorithmen, Mathematik, Matlab und Mathematica, Fernmeldetechnik, Drahtlos

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Über den Arbeitgeber:
( 69 Bewertungen ) Klong Luang,, Thailand

Projekt-ID: #11806030

16 Freelancer bietetn im Durchschnitt $248 für diesen Job an

matlabxperts

Hi, We have been working in MATLAB, c, c++,c# and Python for more than 5 years. You can check a few of our previous projects in this link: [url removed, login to view] You can check our clients feedback to ha Mehr

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bchandra1955

Pls attach I have attached the adaptive filter model which you will use it in the simulation........................................

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6.1
RSRCH

Hello, I am a PhD student studying on Artifical Intelligence and Neural Networks, Statistical and Adaptive Signal Processing and quite strong in MATLAB. I did some similar projects recently. Thanks RSRCH

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weirong626

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abhishekagarwal1

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SEtechnologies

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Endtechnologies

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EmbedCoder

Hi, I have implemented the above mentioned communication algorithms as LMS, NLMS, RLS in matlab. implemented and ported speech codecs on TI Digital Signal Processor. I am interested in this job. Thanks for your ti Mehr

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IdeaCentre

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damasterbdz

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syamlal0706

MATLAB Expert. 3 Papers published in IEEE Signal Processing Letters,2 in IEEE conference,Quick Programmer. Worked on Adaptive filters in my Project.

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KapilanLearn

Project i am currently working also related to blind channel interference cancellation . i think can do it.

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nitulsodlan1702

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sunsoftpro

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