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September 10, 2019 22:06
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Hamming Error Correction
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// Reference: https://www.geeksforgeeks.org/hamming-code-in-computer-network/ | |
#include <inttypes.h> | |
#include <stdio.h> | |
#include <assert.h> | |
#define PRINT_BITS(x) \ | |
for (int i = sizeof(x) << 3; i; i--) \ | |
putchar('0' + (((x) >> (i - 1)) & 1)); \ | |
putchar('\n'); | |
int8_t hamming_encode(int32_t *hamming, int32_t raw, int8_t n_bits) { | |
int8_t raw_i = 0; | |
int8_t hamming_i = 0; | |
int8_t out_i = 0; | |
int8_t out_n; | |
int8_t hamming_n; | |
*hamming = 0; | |
// Put raw data in | |
while (raw_i < n_bits) { | |
if (out_i + 1 == 1 << hamming_i) { | |
hamming_i++; | |
} else { | |
*hamming |= (raw & (1 << raw_i)) << (out_i - raw_i); | |
raw_i++; | |
} | |
out_i++; | |
} | |
out_n = out_i; | |
hamming_n = hamming_i; | |
// Engrave hamming bits | |
for (hamming_i = 0; hamming_i < hamming_n; hamming_i++) { | |
int8_t hamming_parity = 0; | |
for (int8_t i = 0; i < out_n; i++) { | |
if ((i + 1) & (1 << hamming_i) && | |
(i + 1) != 1 << hamming_i) { | |
hamming_parity += (*hamming & (1 << i)) >> i; | |
} | |
} | |
*hamming |= (hamming_parity % 2) << ((1 << hamming_i) - 1); | |
} | |
return out_n; | |
} | |
int8_t hamming_decode(int32_t *raw, int32_t hamming, int8_t n_bits) { | |
int8_t hamming_i = 0; | |
int8_t raw_i = 0; | |
int8_t swap_bit_index = 0; | |
// Find problematic bit index | |
for (hamming_i = 0; (1 << hamming_i) < n_bits; hamming_i++) { | |
int8_t hamming_parity = 0; | |
for (int8_t i = 0; i < n_bits; i++) { | |
if ((i + 1) & (1 << hamming_i)) { | |
hamming_parity += (hamming & (1 << i)) >> i; | |
} | |
} | |
swap_bit_index |= (hamming_parity % 2) << hamming_i; | |
} | |
// Fix the problematic bit | |
if (swap_bit_index) { | |
hamming ^= (1 << (swap_bit_index - 1)); | |
} | |
// Write data | |
*raw = 0; | |
hamming_i = 0; | |
for (int8_t out_i = 0; out_i < n_bits; out_i++) { | |
if (out_i + 1 == 1 << hamming_i) { | |
hamming_i++; | |
} else { | |
*raw |= (hamming & (1 << out_i)) >> (out_i - raw_i); | |
raw_i++; | |
} | |
} | |
return raw_i; | |
} | |
int main() { | |
int32_t hamming; | |
int32_t raw = 0b1011001; | |
int8_t n_bits = 7; | |
int8_t length_hamming; | |
int8_t length_raw; | |
int32_t raw_decoded; | |
// Basic encode | |
length_hamming = hamming_encode(&hamming, raw, n_bits); | |
assert(0b10101001110 == hamming); | |
assert(11 == length_hamming); | |
// Basic decode | |
length_raw = hamming_decode(&raw_decoded, hamming, length_hamming); | |
assert(0b1011001 == raw_decoded); | |
assert(n_bits == length_raw); | |
// Flip random bit | |
hamming ^= 1 << 5; | |
length_raw = hamming_decode(&raw_decoded, hamming, length_hamming); | |
assert(0b1011001 == raw_decoded); | |
assert(n_bits == length_raw); | |
hamming ^= 1 << 5; | |
// Flip random bit | |
hamming ^= 1 << 2; | |
length_raw = hamming_decode(&raw_decoded, hamming, length_hamming); | |
assert(0b1011001 == raw_decoded); | |
assert(n_bits == length_raw); | |
hamming ^= 1 << 2; | |
// Short simple | |
n_bits = 4; | |
raw = 5; | |
length_hamming = hamming_encode(&hamming, raw, n_bits); | |
length_raw = hamming_decode(&raw_decoded, hamming, length_hamming); | |
assert(raw == raw_decoded); | |
// Short error | |
n_bits = 4; | |
raw = 5; | |
length_hamming = hamming_encode(&hamming, raw, n_bits); | |
hamming ^= 1 << 2; | |
length_raw = hamming_decode(&raw_decoded, hamming, length_hamming); | |
assert(raw == raw_decoded); | |
return 0; | |
} |
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