diff options
Diffstat (limited to 'lib/dpo.c')
| -rw-r--r-- | lib/dpo.c | 78 |
1 files changed, 78 insertions, 0 deletions
diff --git a/lib/dpo.c b/lib/dpo.c new file mode 100644 index 0000000..5bf069b --- /dev/null +++ b/lib/dpo.c @@ -0,0 +1,78 @@ +// Detrended Price Oscillator +// +// dpo - DPO +// +// Price[t] - SMA[k][t - k/2 - 1], centerless moving average +// +// Inputs: 1 +// Outputs: 1 (DPO) +// Constants: 1 (period) + +#include <math.h> +#include <stdlib.h> +#include "ts.h" + +typedef struct { + uint_t k; +} ts_dpo_params_t; + +ts_parameter_t const ts_dpo_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 1, .params_size = sizeof(ts_dpo_params_t) }; + +uint_t ts_dpo_offset( ts_constant_t const *c ) +{ + ( void )c; + return ( c ? ((ts_dpo_params_t *)c)->k / 2 + 1 : 0 ); +} + +int ts_dpo( + fp_t * const *y, uint_t y_n, + fp_t const * const *x, uint_t x_n, + uint_t n, ts_constant_t const *c +) +{ + TS_PROLOGUE( ts_dpo_p ); + if ( !c ) return -1; + uint_t k = ((ts_dpo_params_t *)c)->k; + if (k == 0 || n < k) return -1; + + uint_t sma_period = k; + uint_t offset = k / 2 + 1; + + if (n < sma_period) return -1; + + fp_t sum = 0; + for ( uint_t i = 0; i < sma_period; ++i ) + { + sum += x[0][i]; + } + + fp_t *sma_values = calloc( n, sizeof( fp_t ) ); + if ( !sma_values ) return -1; + + for (uint_t i = 0; i < offset; ++i) y[0][i] = 0; + + uint_t sma_idx = 0; + + for ( uint_t i = sma_period - 1; i < n; ++i ) + { + if ( i == sma_period - 1 ) + { + sma_values[sma_idx] = sum / ( fp_t )sma_period; + } + else + { + sma_values[sma_idx] = sma_values[sma_idx - 1] + ( x[0][i] - x[0][i - sma_period] ) / ( fp_t )sma_period; + } + sma_idx++; + + if ( i >= offset ) + { + y[0][i] = x[0][i] - sma_values[i - offset]; + } + } + + free( sma_values ); + return 0; +} + + |