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-rw-r--r--lib/linear_weighted_ma.c56
1 files changed, 56 insertions, 0 deletions
diff --git a/lib/linear_weighted_ma.c b/lib/linear_weighted_ma.c
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+++ b/lib/linear_weighted_ma.c
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+// Linear Weighted Ma
+//
+// linear_weighted_ma
+//
+// Linear Weighted Moving Average
+//
+// LWMA = Σ(i*x_i) / Σ(i)
+//
+// Inputs: 1
+// Outputs: 1
+// Constants: 1
+
+
+#include "ts.h"
+
+typedef struct {
+ uint_t k;
+} ts_linear_weighted_ma_params_t;
+
+ts_parameter_t const ts_linear_weighted_ma_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 1, .params_size = sizeof(ts_linear_weighted_ma_params_t) };
+
+uint_t ts_linear_weighted_ma_offset( ts_constant_t const *c )
+{
+ ( void )c;
+ return ( c ? ((ts_linear_weighted_ma_params_t *)c)->k - 1 : 0 );
+}
+
+int ts_linear_weighted_ma(
+ 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_linear_weighted_ma_p );
+ if ( !c ) return -1;
+ uint_t k = ((ts_linear_weighted_ma_params_t *)c)->k;
+ if (k == 0 || n < k) return -1;
+
+ fp_t w_sum = 0;
+ for( uint_t j = 1; j <= k; ++j )
+ {
+ w_sum += (fp_t)j;
+ }
+
+ for( uint_t i = k - 1; i < n; ++i )
+ {
+ fp_t sum = 0;
+ for( uint_t j = 0; j < k; ++j )
+ {
+ sum += (fp_t)(j + 1) * x[0][i - k + 1 + j];
+ }
+ y[0][i] = sum / w_sum;
+ }
+ return 0;
+}
+