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viterbi.c
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246 lines (205 loc) · 6.38 KB
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/**
* @file viterbi.c
* @brief Neccessary functions for implement and use viterbi algortihm is included.
*
* The following example show how to use Viterbi algorithm for decode convoluted data.
* Let ,
* + p_msg : message to decode (uint 32 bit format)
* + p_num_data_bits : pointer to number of bits in message before decode
* + p_puncture_mat : pointer to puncture matrix of the given functional channel
*@code
* viterbi_decode(p_msg, p_num_data_bits, p_puncture_mat)
*@endcode
*
* @author Devinda srinath
* @bug No known bugs.
* @attension Do not use other functions in external files.
* @warning Do not change any content of this file.
*
*/
#include "viterbi.h"
uint8_t current_states[NUM_STATES] = { }; /**<current state of the states*/
uint8_t temp_states[NUM_STATES] = { }; /**<temperory store for comparing*/
uint8_t pre_states[NUM_STATES] = { }; /**<last previous states*/
uint8_t pre_state_matrix[NUM_STATES][NUM_CONVERSTIONS] = { }; /**<all prvious states */
uint8_t look_up_error[NUM_STATES][NUM_OUTPUTS][NUM_OUTPUT_PATTERNS][NUM_CONVERSTIONS] = { }; /**<error lookup table*/
uint8_t error[NUM_STATES] = { }; /**<current error matrix*/
uint8_t temp_err[NUM_STATES] = { }; /**<temperory error matrix*/
uint8_t states[MAX_NUM_BITS][NUM_STATES] = { }; /**<All states from the beggining*/
uint8_t inputs[MAX_NUM_BITS][NUM_STATES] = { }; /**<inputs of the berginning */
uint8_t trace_back[MAX_NUM_BITS] = { }; /**<traceback(shortest path stored here) */
/*!
* @brief decode the data where convolutionally encoded.
* @param p_data : Pointer to data array.
* @param p_num_data_bits : Pointer to how many bits related to data in the array.
* @param p_mat :pointer to puncture matrix
* @return None
*/
void viterbi_decode (uint32_t p_data[], uint16_t *p_num_data_bits,
puncture_matrix *p_mat)
{
pre_state_mat_gen(); //lookup-table generate for given k
err_mat_gen();
current_states[0] = temp_states[0] = pre_states[0] = 1;
/*calculate forward paths such that occuring least error.*/
for (uint8_t bit_index = 0; bit_index < *p_num_data_bits / 2; bit_index++)
{
uint8_t bit_couple = (uint8_t) ((p_data[(bit_index * 2) / WORD_SIZE]
>> (30 - (2 * bit_index) % WORD_SIZE)) & 0x00000003);
update_state();
for (uint8_t i = 0; i < NUM_STATES; i++)
{
if (current_states[i] > 0)
{
uint8_t min_err = 255; //any random suggestion
for (uint8_t j = 0; j < NUM_CONVERSTIONS; j++)
{
uint8_t bit_1 = look_up_error[i][j][bit_couple][0];
uint8_t bit_2 = look_up_error[i][j][bit_couple][1];
if (pre_states[pre_state_matrix[i][j]] == 0)
{
continue;
}
for (uint8_t erase_index = 0;
erase_index < p_mat->num_erased; erase_index++)
{
if (p_mat->erased_indexes[erase_index] == bit_index * 2)
{
bit_1 = 0;
}
if (p_mat->erased_indexes[erase_index]
== (bit_index * 2) + 1)
{
bit_2 = 0;
}
if (p_mat->erased_indexes[erase_index]
> (bit_index * 2) + 1)
{
break;
}
}
uint8_t curr_err = bit_1 + bit_2
+ error[pre_state_matrix[i][j]];
if (curr_err <= min_err)
{
min_err = curr_err;
states[bit_index + 1][i] = pre_state_matrix[i][j];
inputs[bit_index + 1][i] = i >> (CONSTRAIN_LENGTH - 2);
temp_err[i] = curr_err;
}
}
}
else
{
states[bit_index + 1][i] = 0;
}
}
for (uint8_t i = 0; i < NUM_STATES; i++)
{
error[i] = temp_err[i];
}
}
/************backtrace***********/
//get minimum error state of last state states
uint8_t min_err_state[2];
min_array(error, NUM_STATES, min_err_state);
uint8_t pre_state = states[*p_num_data_bits / 2][min_err_state[0]];
trace_back[(*p_num_data_bits / 2) - 1] =
inputs[*p_num_data_bits / 2][min_err_state[0]];
for (uint8_t i = (*p_num_data_bits / 2) - 1; i > 0; i--)
{
trace_back[i - 1] = inputs[i][pre_state];
pre_state = states[i][pre_state];
}
clr_array(p_data, 10);
for (uint8_t i = 0; i < *p_num_data_bits / 2; i++)
{
p_data[i / WORD_SIZE] |= ((uint32_t) (trace_back[i] & 0X01))
<< (WORD_SIZE - 1 - (i % 32));
}
(*p_num_data_bits) = (*p_num_data_bits) / 2;
}/*viterbi_decode()*/
/*!
* @brief updata state of trellis diagrom.
* @return None
*/
void update_state (void)
{
for (uint8_t i = 0; i < NUM_STATES; i++)
{
temp_states[i] = current_states[pre_state_matrix[i][0]]
| current_states[pre_state_matrix[i][1]];
}
for (uint8_t i = 0; i < NUM_STATES; i++)
{
pre_states[i] = current_states[i];
current_states[i] = temp_states[i];
}
}/*update_state()*/
/*!
* @brief calculate minimum of the array.
* @param arr : pointer to the array.
* @param arr_len : length of the array.
* @param results : pointer to store the results.
* @return None
*/
void min_array (uint8_t arr[], uint8_t arr_len, uint8_t results[])
{
results[0] = 0;
results[1] = arr[0];
for (uint8_t index = 1; index < arr_len; index++)
{
if (results[1] >= arr[index])
{
results[0] = index;
results[1] = arr[index];
}
}
} /*min_array()*/
/*!
* @brief generate pre state matrix for trellis diagrom.
* @return None
*/
void pre_state_mat_gen ()
{
for (uint8_t i = 0; i < NUM_STATES; i++)
{
pre_state_matrix[i][0] = (i & ~(0XFF << (CONSTRAIN_LENGTH - 2))) << 1;
pre_state_matrix[i][1] = pre_state_matrix[i][0] + 1;
}
}/*pre_state_mat_gen()*/
/*!
* @brief generate error matrix matrix for trellis diagrom.
* @return None
*/
void err_mat_gen (void)
{
uint8_t g1 = 0b10011; // 1+ D3 + D4(MSB mapping to 1)
uint8_t g2 = 0b11101; // 1+ D1+ D2 +D4
for (uint16_t state = 0; state < NUM_STATES; state++)
{
uint16_t pre_val[2];
pre_val[0] = state << 1;
pre_val[1] = (state << 1) + 0X0001;
for (uint8_t col = 0; col < NUM_CONVERSTIONS; col++)
{
uint16_t val_1 = pre_val[col] & g1;
uint16_t val_2 = pre_val[col] & g2;
uint8_t sum_1 = 0;
uint8_t sum_2 = 0;
for (uint8_t bit = 0; bit <= (CONSTRAIN_LENGTH - 1); bit++)
{
sum_1 ^= ((val_1 >> bit) & 0X0001);
sum_2 ^= ((val_2 >> bit) & 0X0001);
}
for (uint8_t comparison = 0; comparison < pow(2, NUM_OUTPUTS);
comparison++)
{
look_up_error[state][col][comparison][1] = sum_2
^ (comparison & 0x01);
look_up_error[state][col][comparison][0] = sum_1
^ ((comparison >> 1) & 0x01);
}
}
}
}/*err_mat_gen()*/