Effect of Noise on Constellation Diagram of ASK

MATLAB Code

% The code is written by SalimWireless.Com

% Clear previous data and plots
clc; % Clear the command window
clear all; % Remove all variables from the workspace
close all; % Close all figure windows

% Parameters
Tb = 1; % Bit duration in seconds
fc = 10; % Carrier frequency in Hz
N = 10; % Number of bits to transmit

% Generate carrier signal
t = 0:Tb/100:1; % Time vector for one bit duration with 100 samples
carrier_signal = sqrt(2/Tb) * sin(2*pi*fc*t); % Normalized carrier signal

% Generate message signal
rng(10); % Set random seed for reproducibility
binary_data = rand(1, N); % Generate random binary data between 0 and 1

% Initialize time intervals for message bits
t_start = 0;
t_end = Tb;

% Loop to generate and modulate each bit
for i = 1:N
t = t_start:0.01:t_end; % Time vector for current bit duration

% Generate binary message signal (1 or 0)
if binary_data(i) > 0.5
binary_data(i) = 1;
message_signal = ones(1, length(t)); % Bit value 1
else
binary_data(i) = 0;
message_signal = zeros(1, length(t)); % Bit value 0
end

% Store message signal
message(i,:) = message_signal;

% Amplitude Shift Keying (ASK) modulation
ask_signal(i,:) = carrier_signal .* message_signal;

% Update time intervals for next bit
t_start = t_start + (Tb + 0.01);
t_end = t_end + (Tb + 0.01);
end

% Constellation Diagram
figure(1);
scatterplot(binary_data); % Scatter plot of transmitted binary data
title('Constellation Diagram of Binary ASK');
xlabel('n --->'); % X-axis label
ylabel('b(n)'); % Y-axis label
grid on; % Enable grid

% Effect of noise on ASK constellation diagram
channelAWGN = 15; % SNR value for AWGN channel
rxData2 = awgn(binary_data, channelAWGN); % Add AWGN to binary data
figure(2);
scatterplot(rxData2); % Scatter plot of noisy received data
title('Effect of noise on ASK constellation diagram');
xlabel('n --->'); % X-axis label
ylabel('b(n)'); % Y-axis label
grid on; % Enable grid

Output

Copy the MATLAB Code from here

% The code is written by SalimWireless.Com % Clear previous data and plots clc; % Clear the command window clear all; % Remove all variables from the workspace close all; % Close all figure windows % Parameters Tb = 1; % Bit duration in seconds fc = 10; % Carrier frequency in Hz N = 10; % Number of bits to transmit % Generate carrier signal t = 0:Tb/100:1; % Time vector for one bit duration with 100 samples carrier_signal = sqrt(2/Tb) * sin(2*pi*fc*t); % Normalized carrier signal % Generate message signal rng(10); % Set random seed for reproducibility binary_data = rand(1, N); % Generate random binary data between 0 and 1 % Initialize time intervals for message bits t_start = 0; t_end = Tb; % Loop to generate and modulate each bit for i = 1:N t = t_start:0.01:t_end; % Time vector for current bit duration % Generate binary message signal (1 or 0) if binary_data(i) > 0.5 binary_data(i) = 1; message_signal = ones(1, length(t)); % Bit value 1 else binary_data(i) = 0; message_signal = zeros(1, length(t)); % Bit value 0 end % Store message signal message(i,:) = message_signal; % Amplitude Shift Keying (ASK) modulation ask_signal(i,:) = carrier_signal .* message_signal; % Update time intervals for next bit t_start = t_start + (Tb + 0.01); t_end = t_end + (Tb + 0.01); end % Constellation Diagram figure(1); scatterplot(binary_data); % Scatter plot of transmitted binary data title('Constellation Diagram of Binary ASK'); xlabel('n --->'); % X-axis label ylabel('b(n)'); % Y-axis label grid on; % Enable grid % Effect of noise on ASK constellation diagram channelAWGN = 15; % SNR value for AWGN channel rxData2 = awgn(binary_data, channelAWGN); % Add AWGN to binary data figure(2); scatterplot(rxData2); % Scatter plot of noisy received data title('Effect of noise on ASK constellation diagram'); xlabel('n --->'); % X-axis label ylabel('b(n)'); % Y-axis label grid on; % Enable grid

Also read about

[1] Constellation Diagram of ASK

[2] Constellation Diagram of FSK

[3] Constellation Diagram of PSK

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