# Filtering Emg Data Using Matlab

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I have attached an Excel file with two columns of data, flexor and extensor EMG. Data are sampled at 2048 Hz. I have already done the power spectrum analysis on the raw data, this Matlab file is uploaded. Please filter the raw data (flexor and extensor), then perform a power spectrum analysis on that, so that there are no more spikes. Please use these matlab functions: filtfilt, lowpass, bandpass, bandstop. Please explain how/why you did what filtering. It should not take more than an hour. Thank you!

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clear; close all; clc; % Importing data from Excel filename = 'EMGData.xlsx'; data = readtable(filename); table = data(:,[1 2]); array = table2array(table); flexor = array(:,1); % mV extensor = array(:,2); % mV % Declarations fs = 2048; % Hz t = 1./fs; % s n = length(flexor); % number of values in array tn = t * n; xFl = 0:t:tn-t; % 0 to last in increments of t xEx = 0:t:tn-t; % Plotting Raw Data figure(1) plot(xFl,flexor) title('Flexor EMG Raw Data') xlabel('time (s)') ylabel('Voltage (mV)') figure(2) plot(xEx,extensor) title('Extensor EMG Raw Data') xlabel('time (s)') ylabel('Voltage (mV)') % Power Spectrum Analysis f = (0:n-1)*(fs/n); % frequency range % flexor yFl = fft(flexor); % DHT = discrete Fourier transform of the data powerFl = abs(yFl).^2/n; % power of the DFT, flexor figure(3) plot(f,powerFl) title('Flexor Power Spectrum') xlabel('Frequency') ylabel('Power') axis([-1500 1500 0 7]) % extensor yEx = fft(extensor); powerEx = abs(yEx).^2/n; % power of the DFT, extensor figure(4) plot(f,powerEx) title('Extensor Power Spectrum') xlabel('Frequency') ylabel('Power') %% Intermediate Processing Steps Sheet1 Flexor Extensor sample Freq = 2048 Hz unit: mV 0.1554822586 -0.0005504844 0.1091619244 0.0018232831 0.0665061223 0.0078589678 0.0116456708 0.0077909685 -0.1091304101 -0.0020428002 -0.1725311494 0.0027717482 -0.1004315939 0.0002619815 -0.0612888231 0.019724799 -0.0087161685 0.0013457716 -0.0232800884 -0.0084883577 -0.08300798 -0.001232643 -0.0878022422 0.0060230962 -0.0535320724 0.0010718526 -0.0241428411 0.0144312284 0.0137931267 0.0009352318 0.0798070202 0.004529199 0.0945530744 0.0117854194 0.0165273199 0.0104968851 -0.0102273388 0.0043257289 -0.0467461229 -0.0018452136 0.0339240262 -0.0031331069 0.0352498386 0.0090069936 -0.0085890662 0.0064989384 -0.0182470536 0.0027704844 -0.1157945053 0.0014837627 -0.1083603975 -0.0010233142 -0.0093725351 -0.0096335373 0.0456709642 -0.009698448 0.0518872165 0.0122097089 0.011717556 0.0036007197 -0.0467619173 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