BER Simulation in MC-CDMA System over Nakagami-m Channel
- Login to Download
- 1 Credits
Resource Overview
This MATLAB code simulates Bit Error Rate (BER) performance in Multi-Carrier Code Division Multiple Access (MC-CDMA) systems operating over Nakagami-m fading channels, including complete implementation with parameter configuration, signal generation, channel modeling, and BER calculation.
Detailed Documentation
This MATLAB code simulates the Bit Error Rate (BER) in MC-CDMA systems over Nakagami-m fading channels.
MC-CDMA (Multi-Carrier Code Division Multiple Access) is a multi-carrier system that enables multiple users to transmit data simultaneously. The Nakagami-m channel model is a widely used wireless propagation channel model with broad application scenarios in wireless communications.
The following code example demonstrates the complete simulation workflow:
% Parameter configuration
SNR = 10; % Signal-to-Noise Ratio in dB
M = 16; % Modulation order (16-QAM)
N = 1000; % Number of simulation trials
m = 0.5; % Nakagami-m fading parameter (shape factor)
L = 4; % Number of subcarriers
% Generate random bit sequence using randi function
bits = randi([0 1], N, L*M);
% Convert bits to decimal symbols using bi2de with MSB-first formatting
symbols = bi2de(bits, 'left-msb');
% Generate Nakagami-m channel gains using gamma distribution
% gamrnd generates random numbers from gamma distribution with shape parameter M*m^2 and scale parameter 1/(M*m^2)
h = sqrt(gamrnd(M*m^2, 1/(M*m^2), N, L));
% Apply channel effect to transmitted symbols
received_signal = symbols .* h;
% Add complex AWGN (Additive White Gaussian Noise)
% Noise variance is calculated based on SNR value
noise = sqrt(1/(2*SNR)) * (randn(N, L) + 1i * randn(N, L));
received_signal = received_signal + noise;
% Demodulation and decoding process
% qamdemod performs QAM demodulation with unit average power normalization
% de2bi converts decimal values back to binary representation
decoded_bits = de2bi(qamdemod(received_signal./h, M, 'UnitAveragePower', true), 'left-msb');
% Calculate Bit Error Rate by comparing original and decoded bits
ber = sum(sum(bits ~= decoded_bits)) / (N * L * M);
% Display simulation results
disp(['BER: ', num2str(ber)]);
By executing this code, you can simulate the BER performance of MC-CDMA systems under Nakagami-m channel conditions and obtain corresponding results. Adjust parameter values and other details as needed for your specific simulation requirements. The implementation includes proper channel modeling, modulation/demodulation techniques, and statistical BER calculation methods commonly used in wireless communication system analysis.
- Login to Download
- 1 Credits