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- % Define the parameters for your Turbo code
- blockLength = 678; % Block length (adjust as needed)
- bitRates = [1/2, 1/3, 1/4, 1/6]; % Set of available bit rates
- constraintLength = 4; % Constraint length
- numSamples = 1000; % Number of samples to generate
- snr = 10; % Signal-to-noise ratio
- % Initialize a cell array to store the encoded strings
- encodedStrings = cell(1, numSamples);
- % Define the desired length of the encoded strings (2048)
- desiredLength = 2048;
- % Loop to generate encoded strings
- for sample = 1:numSamples
- % Randomly choose one of the available bit rates
- selectedBitRate = bitRates(randi(length(bitRates)));
- % Create a TurboEncoder object with the compatible trellis structure
- trellis = poly2trellis(constraintLength, [13 15]);
- % Calculate the required interleaver indices based on block length
- interleaverIndices = randperm(blockLength);
- % Create a TurboEncoder object with the correct trellis structure and interleaver indices
- turboEncoder = comm.TurboEncoder('TrellisStructure', trellis, 'InterleaverIndices', interleaverIndices);
- % Generate some random input data (binary) with the same block length
- inputData = randi([0 1], 1, blockLength);
- % Encode data with the TurboEncoder
- encodedData = turboEncoder(inputData');
- % Add AWGN noise
- noisyData = awgn(encodedData, snr, 'measured');
- % Round the noisy data to the nearest integer (0 or 1)
- roundedData = round(noisyData);
- % Convert the encoded bits into a binary string
- binaryString = char('0' + roundedData');
- % Ensure the binary string is of the desired length by adding padding bits on the right
- if length(binaryString) < desiredLength
- % Calculate the number of padding bits needed
- numPaddingBits = desiredLength - length(binaryString);
- % Generate padding bits (zeros)
- paddingBits = repmat('0', 1, numPaddingBits);
- % Concatenate padding bits to the binary string
- paddedString = [binaryString, paddingBits];
- else
- % Trim to the desired length
- paddedString = binaryString(1:desiredLength);
- end
- encodedStrings{sample} = paddedString;
- % Display progress (optional)
- if mod(sample, 1000) == 0
- disp(['Generated ', num2str(sample), ' encoded strings...']);
- end
- end
- % Combine the encoded strings into a single line with spaces
- encodedLine = strjoin(encodedStrings, ' ');
- % Define the output file name
- outputFileName = 'encoded_noisy_output_fin.txt';
- % Write the encoded line to a text file
- fid = fopen(outputFileName, 'wt');
- fprintf(fid, '%s', string(encodedLine));
- fclose(fid);
- disp(['Encoded data for ', num2str(numSamples), ' samples has been saved to "', outputFileName, '".']);
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