// ------------------------------------------------------------------------ // File: bch_euc.c // Date: April 3, 2002 // Description: An encoder/decoder for binary BCH codes // Error correction using the EUCLIDEAN ALGORITHM // ------------------------------------------------------------------------ // This program is complementary material for the book: // // R.H. Morelos-Zaragoza, The Art of Error Correcting Coding, Wiley, 2002. // // ISBN 0471 49581 6 // // This and other programs are available at http://the-art-of-ecc.com // // You may use this program for academic and personal purposes only. // If this program is used to perform simulations whose results are // published in a journal or book, please refer to the book above. // // The use of this program in a commercial product requires explicit // written permission from the author. The author is not responsible or // liable for damage or loss that may be caused by the use of this program. // // Copyright (c) 2002. Robert H. Morelos-Zaragoza. All rights reserved. // ------------------------------------------------------------------------ #include #include int m, n, length, k, t, d; int p[21]; int alpha_to[1048576], index_of[1048576], g[548576]; int recd[1048576], data[1048576], bb[548576]; int seed; int numerr, errpos[1024], decerror = 0; void read_p() /* * Read m, the degree of a primitive polynomial p(x) used to compute the * Galois field GF(2**m). Get precomputed coefficients p[] of p(x). Read * the code length. */ { int i, ninf; printf("\nEnter a value of m such that the code length is\n"); printf("2**(m-1) - 1 < length <= 2**m - 1\n\n"); do { printf("Enter m (between 2 and 20): "); scanf("%d", &m); } while ( !(m>1) || !(m<21) ); for (i=1; ininf)) ); } void generate_gf() /* * Generate field GF(2**m) from the irreducible polynomial p(X) with * coefficients in p[0]..p[m]. * * Lookup tables: * index->polynomial form: alpha_to[] contains j=alpha^i; * polynomial form -> index form: index_of[j=alpha^i] = i * * alpha=2 is the primitive element of GF(2**m) */ { register int i, mask; mask = 1; alpha_to[m] = 0; for (i = 0; i < m; i++) { alpha_to[i] = mask; index_of[alpha_to[i]] = i; if (p[i] != 0) alpha_to[m] ^= mask; mask <<= 1; } index_of[alpha_to[m]] = m; mask >>= 1; for (i = m + 1; i < n; i++) { if (alpha_to[i - 1] >= mask) alpha_to[i] = alpha_to[m] ^ ((alpha_to[i - 1] ^ mask) << 1); else alpha_to[i] = alpha_to[i - 1] << 1; index_of[alpha_to[i]] = i; } index_of[0] = -1; } void gen_poly() /* * Compute the generator polynomial of a binary BCH code. Fist generate the * cycle sets modulo 2**m - 1, cycle[][] = (i, 2*i, 4*i, ..., 2^l*i). Then * determine those cycle sets that contain integers in the set of (d-1) * consecutive integers {1..(d-1)}. The generator polynomial is calculated * as the product of linear factors of the form (x+alpha^i), for every i in * the above cycle sets. */ { register int ii, jj, ll, kaux; register int test, aux, nocycles, root, noterms, rdncy; int cycle[1024][21], size[1024], min[1024], zeros[1024]; /* Generate cycle sets modulo n, n = 2**m - 1 */ cycle[0][0] = 0; size[0] = 1; cycle[1][0] = 1; size[1] = 1; jj = 1; /* cycle set index */ if (m > 9) { printf("Computing cycle sets modulo %d\n", n); printf("(This may take some time)...\n"); } do { /* Generate the jj-th cycle set */ ii = 0; do { ii++; cycle[jj][ii] = (cycle[jj][ii - 1] * 2) % n; size[jj]++; aux = (cycle[jj][ii] * 2) % n; } while (aux != cycle[jj][0]); /* Next cycle set representative */ ll = 0; do { ll++; test = 0; for (ii = 1; ((ii <= jj) && (!test)); ii++) /* Examine previous cycle sets */ for (kaux = 0; ((kaux < size[ii]) && (!test)); kaux++) if (ll == cycle[ii][kaux]) test = 1; } while ((test) && (ll < (n - 1))); if (!(test)) { jj++; /* next cycle set index */ cycle[jj][0] = ll; size[jj] = 1; } } while (ll < (n - 1)); nocycles = jj; /* number of cycle sets modulo n */ printf("Enter the error correcting capability, t: "); scanf("%d", &t); d = 2 * t + 1; /* Search for roots 1, 2, ..., d-1 in cycle sets */ kaux = 0; rdncy = 0; for (ii = 1; ii <= nocycles; ii++) { min[kaux] = 0; test = 0; for (jj = 0; ((jj < size[ii]) && (!test)); jj++) for (root = 1; ((root < d) && (!test)); root++) if (root == cycle[ii][jj]) { test = 1; min[kaux] = ii; } if (min[kaux]) { rdncy += size[min[kaux]]; kaux++; } } noterms = kaux; kaux = 1; for (ii = 0; ii < noterms; ii++) for (jj = 0; jj < size[min[ii]]; jj++) { zeros[kaux] = cycle[min[ii]][jj]; kaux++; } k = length - rdncy; if (k<0) { printf("Parameters invalid!\n"); exit(0); } printf("This is a (%d, %d, %d) binary BCH code\n", length, k, d); /* Compute the generator polynomial */ g[0] = alpha_to[zeros[1]]; g[1] = 1; /* g(x) = (X + zeros[1]) initially */ for (ii = 2; ii <= rdncy; ii++) { g[ii] = 1; for (jj = ii - 1; jj > 0; jj--) if (g[jj] != 0) g[jj] = g[jj - 1] ^ alpha_to[(index_of[g[jj]] + zeros[ii]) % n]; else g[jj] = g[jj - 1]; g[0] = alpha_to[(index_of[g[0]] + zeros[ii]) % n]; } printf("Generator polynomial:\ng(x) = "); for (ii = 0; ii <= rdncy; ii++) { printf("%d", g[ii]); if (ii && ((ii % 50) == 0)) printf("\n"); } printf("\n"); } void encode_bch() /* * Compute redundacy bb[], the coefficients of b(x). The redundancy * polynomial b(x) is the remainder after dividing x^(length-k)*data(x) * by the generator polynomial g(x). */ { register int i, j; register int feedback; for (i = 0; i < length - k; i++) bb[i] = 0; for (i = k - 1; i >= 0; i--) { feedback = data[i] ^ bb[length - k - 1]; if (feedback != 0) { for (j = length - k - 1; j > 0; j--) if (g[j] != 0) bb[j] = bb[j - 1] ^ feedback; else bb[j] = bb[j - 1]; bb[0] = g[0] && feedback; } else { for (j = length - k - 1; j > 0; j--) bb[j] = bb[j - 1]; bb[0] = 0; } } } void decode_bch() { register int i, j, u, q, t2, count = 0, syn_error = 0; int elp[1026][1024], l[1], s[1025]; int root[200], loc[200], err[1024], reg[201]; int qt[513], r[129][513]; int b[12][513]; int degr[129], degb[129]; int temp, aux[513]; t2 = 2 * t; /* Compute the syndromes */ printf("S(x) = "); for (i = 1; i <= t2; i++) { s[i] = 0; for (j = 0; j < length; j++) if (recd[j] != 0) s[i] ^= alpha_to[(i * j) % n]; if (s[i] != 0) syn_error = 1; /* set error flag if non-zero syndrome */ /* convert syndrome from polynomial form to index form */ s[i] = index_of[s[i]]; printf("%3d ", s[i]); } printf("\n"); if (syn_error) { // // Compute the error location polynomial with the Euclidean algorithm // for (i=0; i<=d; i++) { r[0][i] = 0; r[1][i] = 0; b[0][i] = 0; b[1][i] = 0; qt[i] = 0; } b[1][0] = 1; degb[0] = 0; degb[1] = 0; r[0][d] = 1; // x^{2t+1} degr[0] = d; for (i=0; i<=t2; i++) { if (s[i]!=-1) { r[1][i] = alpha_to[s[i]]; degr[1] = i; } else r[1][i] = 0; } j = 1; if( (degr[0]-degr[1]) < t ) { do { j++; printf("\n************************ j=%3d\n", j); // ---------------------------------------- // Apply long division to r[j-2] and r[j-1] // ---------------------------------------- // Clean r[j] for (i=0; i<=d; i++) r[j][i] = 0; for (i=0;i<=degr[j-2];i++) r[j][i] = r[j-2][i]; degr[j] = degr[j-2]; temp = degr[j-2]-degr[j-1]; for (i=temp; i>=0; i--) { u = degr[j-1]+i; if (degr[j] == u) { if ( r[j][degr[j]] && r[j-1][degr[j-1]] ) qt[i] = alpha_to[(index_of[r[j][degr[j]]] +n-index_of[r[j-1][degr[j-1]]])%n]; //printf("r[j][degr[j]]] = %d, r[j-1][degr[j-1]] = %d\n", //index_of[r[j][degr[j]]], index_of[r[j-1][degr[j-1]]]); printf("\nqt[%d]=%d\n", i, index_of[qt[i]]); for (u=0; u<=d; u++) aux[u] = 0; temp = degr[j-1]; for (u=0; u<=temp; u++) if ( qt[i] && r[j-1][u] ) aux[u+i] = alpha_to[(index_of[qt[i]]+index_of[r[j-1][u]])%n]; else aux[u+i] = 0; printf("r = "); for (u=0; u<=degr[j]; u++) printf("%4d ", index_of[r[j][u]]); printf("\n"); printf("aux = "); for (u=0; u<=degr[j-1]+i; u++) printf("%4d ", index_of[aux[u]]); printf("\n"); for (u=0; u<=degr[j]; u++) r[j][u] ^= aux[u]; u = d; while ( !r[j][u] && (u>0)) u--; degr[j] = u; } else qt[i] = 0; printf("r = "); for (u=0; u<=degr[j]; u++) printf("%4d ", index_of[r[j][u]]); printf("\n"); } printf("\nqt = ",j); temp = degr[j-2]-degr[j-1]; for (i=0; i<=temp; i++) printf("%4d ", index_of[qt[i]]); printf("\nr = "); for (i=0; i<=degr[j]; i++) printf("%4d ", index_of[r[j][i]]); printf("\nb = "); // Compute b(x) for (i=0; i<=d; i++) aux[i] = 0; temp = degr[j-2]-degr[j-1]; for (i=0; i<=temp; i++) for (u=0; u<=degb[j-1]; u++) if ( qt[i] && b[j-1][u] ) aux[i+u] ^= alpha_to[(index_of[qt[i]]+index_of[b[j-1][u]])%n]; for (i=0; i<=d; i++) b[j][i] = b[j-2][i] ^ aux[i]; u = d; while ( !b[j][u] && (u>0) ) u--; degb[j] = u; for (i=0; i<=degb[j]; i++) printf("%4d ", index_of[b[j][i]]); printf("\n"); } while (degr[j]>t); } u=1; temp = degb[j]; // Normalize error locator polynomial for (i=0;i<=temp;i++) { elp[u][i] = alpha_to[(index_of[b[j][i]]-index_of[b[j][0]]+n)%n]; } l[u] = temp; if (l[u] <= t) { /* put elp into index form */ for (i = 0; i <= l[u]; i++) elp[u][i] = index_of[elp[u][i]]; printf("sigma(x) = "); for (i = 0; i <= l[u]; i++) printf("%3d ", elp[u][i]); printf("\n"); printf("Roots: "); /* Chien search: find roots of the error location polynomial */ for (i = 1; i <= l[u]; i++) reg[i] = elp[u][i]; count = 0; for (i = 1; i <= n; i++) { q = 1; for (j = 1; j <= l[u]; j++) if (reg[j] != -1) { reg[j] = (reg[j] + j) % n; q ^= alpha_to[reg[j]]; } if (!q) { root[count] = i; loc[count] = n - i; count++; printf("%3d ", n - i); } } printf("\n"); if (count == l[u]) /* no. roots = degree of elp hence <= t errors */ for (i = 0; i < l[u]; i++) recd[loc[i]] ^= 1; else printf("Incomplete decoding: errors detected\n"); } } } main() { int i; read_p(); /* Read m */ generate_gf(); /* Construct the Galois Field GF(2**m) */ gen_poly(); /* Compute the generator polynomial of BCH code */ /* Randomly generate DATA */ seed = 131073; srandom(seed); for (i = 0; i < k; i++) data[i] = ( random() & 65536 ) >> 16; encode_bch(); /* encode data */ /* * recd[] are the coefficients of c(x) = x**(length-k)*data(x) + b(x) */ for (i = 0; i < length - k; i++) recd[i] = bb[i]; for (i = 0; i < k; i++) recd[i + length - k] = data[i]; printf("Code polynomial:\nc(x) = "); for (i = 0; i < length; i++) { printf("%1d", recd[i]); if (i && ((i % 50) == 0)) printf("\n"); } printf("\n"); printf("Enter the number of errors:\n"); scanf("%d", &numerr); /* CHANNEL errors */ printf("Enter error locations (integers between"); printf(" 0 and %d): ", length-1); /* * recd[] are the coefficients of r(x) = c(x) + e(x) */ for (i = 0; i < numerr; i++) scanf("%d", &errpos[i]); if (numerr) for (i = 0; i < numerr; i++) recd[errpos[i]] ^= 1; printf("r(x) = "); for (i = 0; i < length; i++) { printf("%1d", recd[i]); if (i && ((i % 50) == 0)) printf("\n"); } printf("\n"); decode_bch(); /* DECODE received codeword recv[] */ /* * print out original and decoded data */ printf("Results:\n"); printf("original data = "); for (i = 0; i < k; i++) { printf("%1d", data[i]); if (i && ((i % 50) == 0)) printf("\n"); } printf("\nrecovered data = "); for (i = length - k; i < length; i++) { printf("%1d", recd[i]); if ((i-length+k) && (((i-length+k) % 50) == 0)) printf("\n"); } printf("\n"); /* * DECODING ERRORS? we compare only the data portion */ for (i = length - k; i < length; i++) if (data[i - length + k] != recd[i]) decerror++; if (decerror) printf("There were %d decoding errors in message positions\n", decerror); else printf("Succesful decoding\n"); }