Unit Step Function and Sinusoidal Input

Question

jose Miguel 2024-7-18

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/2138386-unit-step-function-and-sinusoidal-input

回答： Shubham 2024-7-18

For the given system with transfer function

G(S) = 10 / (S2 + 2S + 20)

If G(S) = Y(S) / X(S), where Y(S) is the output and X(S) is the input. Compute for the output if the input is a. unit step function and b. sinusoidal input. Then simulate using MATLAB and compare the result. Plot the response of the system. Compare the result of the two different inputs.

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Answer 1

Shubham 2024-7-18

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Hi Jose,

I understand that you have a transfer function ( G(s) ) and want to find the output ( Y(s) ) for two inputs: a unit step and a sinusoidal function. You also want to simulate these responses using MATLAB and compare the results by plotting them.

Below is the MATLAB script to achieve your task:

% Define the transfer function G(s) = 10 / (s^2 + 2s + 20)

num = 10;

den = [1 2 20];

G = tf(num, den);

% Time vector for simulation

t = 0:0.01:10;

% Unit Step Input

u_step = ones(size(t));

[y_step, ~] = lsim(G, u_step, t);

% Sinusoidal Input

omega = 1; % Frequency of the sinusoidal input

u_sin = sin(omega * t);

[y_sin, ~] = lsim(G, u_sin, t);

% Compare the results

figure;

plot(t, y_step, 'b', 'LineWidth', 1.5, 'DisplayName', 'Unit Step Response');

hold on;

plot(t, y_sin, 'r', 'LineWidth', 1.5, 'DisplayName', 'Sinusoidal Response');

title('Comparison of System Responses');

xlabel('Time (s)');

ylabel('Output y(t)');

legend show;

grid on;

You can refer to the following documentation link for more information on "tf" function: https://www.mathworks.com/help/releases/R2024a/control/ref/tf.html?searchHighlight=tf&s_tid=doc_srchtitle

Hope this helps.

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Answer 2

Rahul 2024-7-18

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Hi @jose Miguel,

You can achieve your desired result by following this code:

% Define the transfer function
num = 10;
den = [1 2 20];
G = tf(num, den); % Function for transfer function
omega = 1; 
t = 0:0.01:10; 
u = sin(omega * t); 
% Compare the results
figure;
subplot(2,1,1);
step(G); % (a) Unit step response
title('Step Response of the System');
subplot(2,1,2);
lsim(G, u, t); % (b) Sinusoidal input response
title('Sinusoidal Response of the System');