Run this code for me using MATLAB and show me the answer with figure

% Define the input signal x = [1 2 3 4 5 6 7 8 9 10];

% Define the prediction filter coefficients a = [1 -0.5];

% Perform DPCM encoding y = filter(1,a,x); d = x - y;

% Perform DPCM decoding z = filter(1,a,d);

% Quantize the encoded signal d_quant = quant(d);

% Perform DPCM decoding with quantization z_quant = filter(1,a,d_quant);

% Plot the input signal and the reconstructed signal figure; subplot(3,1,1); plot(x); title('Input signal'); subplot(3,1,2); plot(z); title('DPCM decoded signal'); subplot(3,1,3); plot(z_quant); title('DPCM decoded signal with quantization');