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Dec 7th, 2023
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  1. % Define the parameters for your Turbo code
  2. blockLength = 678; % Block length (adjust as needed)
  3. bitRates = [1/2, 1/3, 1/4, 1/6]; % Set of available bit rates
  4. constraintLength = 4; % Constraint length
  5. numSamples = 1000; % Number of samples to generate
  6. snr = 10; % Signal-to-noise ratio
  7.  
  8. % Initialize a cell array to store the encoded strings
  9. encodedStrings = cell(1, numSamples);
  10.  
  11. % Define the desired length of the encoded strings (2048)
  12. desiredLength = 2048;
  13.  
  14. % Loop to generate encoded strings
  15. for sample = 1:numSamples
  16. % Randomly choose one of the available bit rates
  17. selectedBitRate = bitRates(randi(length(bitRates)));
  18.  
  19. % Create a TurboEncoder object with the compatible trellis structure
  20. trellis = poly2trellis(constraintLength, [13 15]);
  21.  
  22. % Calculate the required interleaver indices based on block length
  23. interleaverIndices = randperm(blockLength);
  24.  
  25. % Create a TurboEncoder object with the correct trellis structure and interleaver indices
  26. turboEncoder = comm.TurboEncoder('TrellisStructure', trellis, 'InterleaverIndices', interleaverIndices);
  27.  
  28. % Generate some random input data (binary) with the same block length
  29. inputData = randi([0 1], 1, blockLength);
  30.  
  31. % Encode data with the TurboEncoder
  32. encodedData = turboEncoder(inputData');
  33.  
  34. % Add AWGN noise
  35. noisyData = awgn(encodedData, snr, 'measured');
  36.  
  37. % Round the noisy data to the nearest integer (0 or 1)
  38. roundedData = round(noisyData);
  39.  
  40. % Convert the encoded bits into a binary string
  41. binaryString = char('0' + roundedData');
  42.  
  43. % Ensure the binary string is of the desired length by adding padding bits on the right
  44. if length(binaryString) < desiredLength
  45. % Calculate the number of padding bits needed
  46. numPaddingBits = desiredLength - length(binaryString);
  47.  
  48. % Generate padding bits (zeros)
  49. paddingBits = repmat('0', 1, numPaddingBits);
  50.  
  51. % Concatenate padding bits to the binary string
  52. paddedString = [binaryString, paddingBits];
  53. else
  54. % Trim to the desired length
  55. paddedString = binaryString(1:desiredLength);
  56. end
  57.  
  58. encodedStrings{sample} = paddedString;
  59.  
  60. % Display progress (optional)
  61. if mod(sample, 1000) == 0
  62. disp(['Generated ', num2str(sample), ' encoded strings...']);
  63. end
  64. end
  65.  
  66. % Combine the encoded strings into a single line with spaces
  67. encodedLine = strjoin(encodedStrings, ' ');
  68.  
  69. % Define the output file name
  70. outputFileName = 'encoded_noisy_output_fin.txt';
  71.  
  72. % Write the encoded line to a text file
  73. fid = fopen(outputFileName, 'wt');
  74. fprintf(fid, '%s', string(encodedLine));
  75. fclose(fid);
  76.  
  77.  
  78. disp(['Encoded data for ', num2str(numSamples), ' samples has been saved to "', outputFileName, '".']);
  79.  
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