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Diffstat (limited to 'lib/ema_variable.c')
| -rw-r--r-- | lib/ema_variable.c | 48 |
1 files changed, 48 insertions, 0 deletions
diff --git a/lib/ema_variable.c b/lib/ema_variable.c new file mode 100644 index 0000000..c20fee2 --- /dev/null +++ b/lib/ema_variable.c @@ -0,0 +1,48 @@ +// Variable EMA +// +// ema_variable - EMA +// +// EMA with alpha = 2/(k+1): y = prev + alpha * (x - prev) +// +// Inputs: 1 +// Outputs: 1 (EMA) +// Constants: 1 (period) + +#include <math.h> +#include "ts.h" + +typedef struct { + fp_t k; +} ts_ema_variable_params_t; + +ts_parameter_t const ts_ema_variable_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 1, .params_size = sizeof(ts_ema_variable_params_t) }; + +uint_t ts_ema_variable_offset( ts_constant_t const *c ) +{ + ( void )c; + return ( 0 ); +} + +int ts_ema_variable( + 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_ema_variable_p ); + if ( !c ) return -1; + fp_t k = ((ts_ema_variable_params_t *)c)->k; + if (k <= 0) return -1; + if (n == 0) return -1; + + fp_t alpha = 2.0 / (k + 1.0); + y[0][0] = x[0][0]; + + for (uint_t i = 1; i < n; ++i) + { + y[0][i] = y[0][i - 1] + alpha * (x[0][i] - y[0][i - 1]); + } + return 0; +} + + |