コード例 #1
0
        private static async Task <int[, ]> GetGallagerParityMatrix(int rows, int columns)
        {
            int blocksCount = _wc;

            int[,] firstSetOfRows = new int[rows / blocksCount, columns];

            for (int i = 0; i < firstSetOfRows.GetLength(0); i++)
            {
                for (int j = i * _wr; j < (i + 1) * _wr; j++)
                {
                    firstSetOfRows[i, j] = 1;
                }
            }



            Console.WriteLine("firstSetOfRows");

            MatrixOperation.ShowMatrix(firstSetOfRows);

            TaskFactory <SetInfo> taskFactory = new TaskFactory <SetInfo>();

            Task <SetInfo>[] tasks = new Task <SetInfo> [blocksCount];

            tasks[0] = taskFactory.StartNew(() => { return(new SetInfo(firstSetOfRows, 0)); });

            for (int i = 1; i < blocksCount; i++)
            {
                int counter = i;

                tasks[i] = taskFactory.StartNew(() => CreateSet(firstSetOfRows, counter));
            }

            SetInfo parityMatrixinfo = await taskFactory.ContinueWhenAll(tasks, completedTasks =>
            {
                int[,] parityCheckMatrix = new int[rows, columns];

                foreach (var task in completedTasks)
                {
                    SetInfo set = task.Result;

                    int matrixCounter = 0;

                    for (int i = set.Matrix.GetLength(0) * set.Number; i < set.Matrix.GetLength(0) * (set.Number + 1); i++)
                    {
                        for (int j = 0; j < set.Matrix.GetLength(1); j++)
                        {
                            parityCheckMatrix[i, j] = set.Matrix[matrixCounter, j];
                        }

                        matrixCounter++;
                    }
                }

                return(new SetInfo(parityCheckMatrix, 0));
            });

            return(parityMatrixinfo.Matrix);
        }
コード例 #2
0
        static void Main()
        {
            Facade facade = new Facade();

            int[,] matrix = new int[28, 28];

            Random rand = new Random(0);

            for (int i = 0; i < matrix.GetLength(0); i++)
            {
                for (int j = 0; j < matrix.GetLength(1); j++)
                {
                    matrix[i, j] = rand.Next(100) < 50 ? 0 : 1;
                }
            }

            try
            {
                int[,] encodedMatrix = facade.Encode(matrix, 0).Result;

                Console.WriteLine("Закодированная");

                MatrixOperation.ShowMatrix(encodedMatrix);

                facade.CreateMistakes(encodedMatrix);

                Console.WriteLine("Зашумленная");

                MatrixOperation.ShowMatrix(encodedMatrix);

                int[,] decodedMatrix = facade.Decode(encodedMatrix).Result;

                Console.WriteLine("Декодированная");

                MatrixOperation.ShowMatrix(decodedMatrix);

                Console.WriteLine("Исходная");

                MatrixOperation.ShowMatrix(matrix);

                for (int i = 0; i < decodedMatrix.GetLength(0); i++)
                {
                    for (int j = 0; j < decodedMatrix.GetLength(1); j++)
                    {
                        if (decodedMatrix[i, j] != matrix[i, j])
                        {
                            Console.WriteLine("Различия в {0} строке {1} столбце", i, j);
                        }
                    }
                }
            }
            catch (Exception ex)
            {
            }

            System.Threading.Thread.Sleep(3600 * 1000);
        }
コード例 #3
0
        public async Task <int[, ]> Encode(int[,] matrix, int rank)
        {
            if (_parityMatrix == null)
            {
                _parityMatrix = await ParityMatrixCreator.Create(matrix.GetLength(0), matrix.GetLength(1), 8, 4, _rank);
            }

            Console.WriteLine("Проверочная");

            MatrixOperation.ShowMatrix(_parityMatrix);

            return(await new EncoderCPU().Encode(matrix, _parityMatrix, ParityMatrixCreator.Gap));
        }
コード例 #4
0
ファイル: EcoderCPU.cs プロジェクト: AlinaSysoeva/LDPC
        private int[,] RemoveLinearDependence(int[,] matrix, ref int gap)
        {
            int[,] tempMatrix = (int[, ])matrix.Clone();

            List <int> linearDependentRows = new List <int>();

            for (int i = 0; i < tempMatrix.GetLength(0); i++)
            {
                int count = 0;

                for (int j = 0; j < tempMatrix.GetLength(1); j++)
                {
                    count += tempMatrix[i, j];
                }

                if (count == 0 || count == tempMatrix.GetLength(1))
                {
                    linearDependentRows.Add(i);
                }
            }

            linearDependentRows.Reverse();

            foreach (var row in linearDependentRows)
            {
                if (row == tempMatrix.GetLength(0))
                {
                    continue;
                }

                MatrixOperation.PermuteRow(tempMatrix, row, tempMatrix.GetLength(0) - 1);
            }

            int[,] result = new int[tempMatrix.GetLength(0) - linearDependentRows.Count, tempMatrix.GetLength(1)];

            for (int i = 0; i < result.GetLength(0); i++)
            {
                for (int j = 0; j < tempMatrix.GetLength(1); j++)
                {
                    result[i, j] = tempMatrix[i, j];
                }
            }

            gap -= linearDependentRows.Count;

            return(result);
        }
コード例 #5
0
ファイル: EcoderCPU.cs プロジェクト: AlinaSysoeva/LDPC
        private int[] EncodeMessage(int[,] parityMatrix, int[] message, int gap, int oldGap)
        {
            int[,] p1 = null;

            int[,] messageArray = new int[1, message.Length];

            for (int i = 0; i < message.Length; i++)
            {
                messageArray[0, i] = message[i];
            }

            if (gap != 0)
            {
                int startRow = parityMatrix.GetLength(0) - gap;

                int[,] DMatrix = new int[gap, gap];

                int[,] CMatrix = new int[gap, parityMatrix.GetLength(1) - DMatrix.GetLength(1) - parityMatrix.GetLength(0) + gap];

                for (int i = startRow; i < parityMatrix.GetLength(0); i++)
                {
                    for (int j = 0; j < parityMatrix.GetLength(1) - parityMatrix.GetLength(0) + gap; j++)
                    {
                        if (j < CMatrix.GetLength(1))
                        {
                            CMatrix[i % startRow, j] = parityMatrix[i, j];
                        }
                        else
                        {
                            DMatrix[i % startRow, j % CMatrix.GetLength(1)] = parityMatrix[i, j];
                        }
                    }
                }

                int[,] DCMatrix = MatrixOperation.LogicMultiplicateMatrixes(MatrixOperation.LogicGetInverseMatrix(DMatrix), CMatrix);

                p1 = MatrixOperation.Transponse(MatrixOperation.LogicMultiplicateMatrixes(DCMatrix, MatrixOperation.Transponse(messageArray)));
            }
            else
            {
                p1 = new int[1, oldGap];
            }

            int[,] BMatrix = new int[parityMatrix.GetLength(0) - gap, oldGap];

            int[,] TMatrix = new int[parityMatrix.GetLength(0) - gap, parityMatrix.GetLength(0) - gap];

            int[,] AMatrix = new int[BMatrix.GetLength(0), parityMatrix.GetLength(1) - BMatrix.GetLength(1) - TMatrix.GetLength(1)];

            for (int i = 0; i < AMatrix.GetLength(0); i++)
            {
                for (int j = 0; j < parityMatrix.GetLength(1); j++)
                {
                    if (j < AMatrix.GetLength(1))
                    {
                        AMatrix[i, j] = parityMatrix[i, j];
                    }
                    else if (j < AMatrix.GetLength(1) + BMatrix.GetLength(1))
                    {
                        BMatrix[i, j % AMatrix.GetLength(1)] = parityMatrix[i, j];
                    }
                    else
                    {
                        TMatrix[i, j % (AMatrix.GetLength(1) + BMatrix.GetLength(1))] = parityMatrix[i, j];
                    }
                }
            }

            int[,] AuMatrix = MatrixOperation.LogicMultiplicateMatrixes(AMatrix, MatrixOperation.Transponse(messageArray));

            int[,] addedMatrixes = null;

            int[,] Bp1Matrix = MatrixOperation.LogicMultiplicateMatrixes(BMatrix, MatrixOperation.Transponse(p1));

            addedMatrixes = MatrixOperation.LogicAddUpMatrixes(AuMatrix, Bp1Matrix);

            int[,] p2 = MatrixOperation.Transponse(MatrixOperation.LogicMultiplicateMatrixes(MatrixOperation.LogicGetInverseMatrix(TMatrix), addedMatrixes));

            int[] codeword = new int[message.Length + p1.GetLength(1) + p2.GetLength(1)];

            for (int i = 0; i < codeword.Length; i++)
            {
                if (i < message.Length)
                {
                    codeword[i] = message[i];
                }
                else if (i < message.Length + p1.GetLength(1))
                {
                    codeword[i] = p1[0, i % message.Length];
                }
                else
                {
                    codeword[i] = p2[0, i % (message.Length + p1.GetLength(1))];
                }
            }

            return(codeword);
        }
コード例 #6
0
        private static int[,] GetGaussMatrix(int[,] parityMatrix, int gap)
        {
            int[,] resultMatrix = new int[parityMatrix.GetLength(0), parityMatrix.GetLength(0)];

            int[,] EMatrix = new int[gap, parityMatrix.GetLength(0) - gap];

            int[,] TMatrix = new int[parityMatrix.GetLength(0) - gap, parityMatrix.GetLength(0) - gap];

            int matrixRow = 0;

            for (int row = 0; row < parityMatrix.GetLength(0); row++)
            {
                int matrixColumn = 0;

                for (int column = parityMatrix.GetLength(1) - TMatrix.GetLength(1); column < parityMatrix.GetLength(1); column++)
                {
                    if (row < parityMatrix.GetLength(0) - gap)
                    {
                        TMatrix[row, matrixColumn] = parityMatrix[row, column];
                    }
                    else
                    {
                        EMatrix[matrixRow, matrixColumn] = parityMatrix[row, column];
                    }

                    matrixColumn++;
                }

                if (row >= parityMatrix.GetLength(0) - gap)
                {
                    matrixRow++;
                }
            }

            int[,] ETMatrix = MatrixOperation.LogicMultiplicateMatrixes(EMatrix, MatrixOperation.LogicGetInverseMatrix(TMatrix));

            matrixRow = 0;

            for (int row = 0; row < resultMatrix.GetLength(0); row++)
            {
                for (int column = 0; column < resultMatrix.GetLength(1); column++)
                {
                    if (row < (resultMatrix.GetLength(0) - gap))
                    {
                        if (row == column)
                        {
                            resultMatrix[row, column] = 1;
                        }
                    }
                    else
                    {
                        if (column < resultMatrix.GetLength(0) - gap)
                        {
                            resultMatrix[row, column] = ETMatrix[matrixRow, column];
                        }
                        else
                        {
                            if (row == column)
                            {
                                resultMatrix[row, column] = 1;
                            }
                        }
                    }
                }

                if (row >= (resultMatrix.GetLength(0) - gap))
                {
                    matrixRow++;
                }
            }

            return(resultMatrix);
        }
コード例 #7
0
        private static int[,] GetEncodeMatrix(int[,] parityMatrix, out int gap)
        {
            int[,] parityMatrixCopy = (int[, ])parityMatrix.Clone();

            int permutations = 0;

            for (int i = 0; i < parityMatrixCopy.GetLength(0) - permutations; i++)
            {
                if (parityMatrixCopy[i, parityMatrixCopy.GetLength(1) - 1] == 1)
                {
                    MatrixOperation.PermuteRow(parityMatrixCopy, i, parityMatrixCopy.GetLength(0) - 1);

                    permutations++;

                    i = 0;
                }
            }

            gap = permutations - 1;

            //  номер столбца, с которым мы работаем
            int p = parityMatrixCopy.GetLength(1) - 2;

            int j = 2;

            for (; ;)
            {
                int diagonalRow = parityMatrixCopy.GetLength(0) - (gap + j);

                if (diagonalRow < 0)
                {
                    break;
                }

                int columnWithMinOnes = 0;
                int minOnesInColumn   = Int32.MaxValue;

                for (int column = 0; column <= p; column++)
                {
                    int onesInColumn = 0;

                    for (int row = 0; row <= diagonalRow; row++)
                    {
                        if (parityMatrixCopy[row, column] == 1)
                        {
                            onesInColumn++;
                        }
                    }

                    if (onesInColumn < minOnesInColumn && onesInColumn > 0)
                    {
                        minOnesInColumn   = onesInColumn;
                        columnWithMinOnes = column;
                    }
                }

                MatrixOperation.PermuteColumn(parityMatrixCopy, columnWithMinOnes, p);

                int rowWithOne = 0;

                for (int row = 0; row <= diagonalRow; row++)
                {
                    if (parityMatrixCopy[row, p] == 1)
                    {
                        rowWithOne = row;

                        break;
                    }
                }

                MatrixOperation.PermuteRow(parityMatrixCopy, rowWithOne, diagonalRow);

                if (minOnesInColumn > 1)
                {
                    for (int i = 0; i < minOnesInColumn - 1; i++)
                    {
                        rowWithOne = 0;

                        for (int row = 0; row < diagonalRow; row++)
                        {
                            if (parityMatrixCopy[row, p] == 1)
                            {
                                rowWithOne = row;

                                break;
                            }
                        }

                        MatrixOperation.PermuteRow(parityMatrixCopy, rowWithOne, parityMatrixCopy.GetLength(0) - 1);

                        gap++;

                        diagonalRow--;
                    }
                }

                j++;
                p--;
            }

            int[,] gaussMatrix = GetGaussMatrix(parityMatrixCopy, gap);

            parityMatrixCopy = MatrixOperation.LogicMultiplicateMatrixes(gaussMatrix, parityMatrixCopy);



            Console.WriteLine("Проверочная");

            MatrixOperation.ShowMatrix(parityMatrixCopy);

            return(parityMatrixCopy);
        }
コード例 #8
0
        private bool DecodeMessage(int[] codeword, int[,] parityMatrix, float rank, out int[] originalMessage)
        {
            int[] finalCodeWord = new int[codeword.Length];

            bool isSindromConfirmed = false;

            int[,] parityMatrixTransposed = MatrixOperation.Transponse(parityMatrix);

            int[] syndrome = MatrixOperation.LogicMultiplicateVectorMatrix(codeword, parityMatrixTransposed);

            for (int i = 0; i < syndrome.Length; i++)
            {
                if (syndrome[i] == 1)
                {
                    isSindromConfirmed = true;

                    break;
                }
            }

            Console.WriteLine("Синдром = " + isSindromConfirmed);

            if (!isSindromConfirmed)
            {
                originalMessage = new int[(int)(codeword.Length * rank)];

                for (int i = 0; i < originalMessage.Length; i++)
                {
                    originalMessage[i] = codeword[i];
                }

                return(isSindromConfirmed);
            }

            int[] F = MatrixOperation.MultiplicateVectorMatrix(syndrome, parityMatrix);

            int threshold = 0;

            int[] codewordCopy = (int[])codeword.Clone();

            for (int i = 0; i < F.Length; i++)
            {
                if (threshold < F[i])
                {
                    threshold = F[i];
                }
            }

            Console.WriteLine("Порог " + threshold);

            for (int i = 0; i < F.Length; i++)
            {
                if (F[i] >= threshold)
                {
                    Console.WriteLine("Исправление в {0} элементе", i);

                    codewordCopy[i] = (codewordCopy[i] + 1) % 2;

                    break;
                }
            }

            originalMessage = codewordCopy;

            Console.WriteLine("Новое кодовое слово");

            for (int i = 0; i < codewordCopy.Length; i++)
            {
                Console.Write(codeword[i] + " ");
            }
            Console.WriteLine();

            return(isSindromConfirmed);
        }