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-rw-r--r--lib/average_triangle.c107
1 files changed, 107 insertions, 0 deletions
diff --git a/lib/average_triangle.c b/lib/average_triangle.c
new file mode 100644
index 0000000..9ac952d
--- /dev/null
+++ b/lib/average_triangle.c
@@ -0,0 +1,107 @@
+// Triangular Moving Average
+//
+// average_triangle - tma
+//
+// A moving average of moving averages
+//
+// y[i] =
+//
+// Inputs: 1
+// Outputs: 1
+// Constants: 1
+//
+// 012345678901234567890123456789
+// ---------01234567890123456
+// ------------------0
+
+
+#include <stdlib.h>
+#include "ts.h"
+
+
+typedef struct {
+ uint_t k;
+} ts_average_triangle_params_t;
+
+ts_parameter_t const ts_average_triangle_p = { .n_inputs = 1, .n_outputs = 1, .n_constants = 1, .params_size = sizeof(ts_average_triangle_params_t) };
+
+
+uint_t ts_average_triangle_offset( ts_constant_t const *c )
+{
+ ( void )c;
+ return ( c ? 2 * ( ((ts_average_triangle_params_t *)c)->k - 1 ) : 0 );
+}
+
+int ts_average_triangle(
+ 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_average_triangle_p );
+ if ( !c ) return -1;
+ uint_t k = ((ts_average_triangle_params_t *)c)->k;
+ if (k == 0 || n < k) return -1;
+
+ fp_t rk2 = _ts_reciprocal( _ts_square( k ) );
+ uint_t xi = 0;
+ uint_t yi = 2 * ( k - 1 );
+
+ fp_t *xsum = malloc(k * sizeof(fp_t));
+ if (!xsum) return -1;
+ uint_t xsumi = 0;
+
+ fp_t sum_of_xsum = 0;
+
+ xsum[0] = 0;
+
+ for (uint_t j = 0; j < n && j < 2 * (k - 1); ++j) y[0][j] = 0;
+
+ fp_t last_sum = 0;
+
+ for( ; xi < k; xi++ )
+ {
+ xsum[xsumi] += x[0][xi];
+ last_sum = xsum[xsumi];
+ }
+
+ sum_of_xsum = xsum[xsumi];
+ xsumi++;
+
+ for( ; xi < 2 * k - 1; xi++ )
+ {
+ xsum[xsumi] = xsum[xsumi - 1] + x[0][xi] - x[0][xi - k];
+ last_sum = xsum[xsumi];
+ sum_of_xsum += xsum[xsumi];
+ xsumi++;
+ }
+
+ y[0][yi++] = sum_of_xsum * rk2;
+
+ for( ; xi < n; ++xi, ++yi )
+ {
+ if( xsumi == k )
+ {
+ xsumi = 0;
+ sum_of_xsum -= xsum[xsumi];
+ xsum[xsumi] = last_sum + x[0][xi] - x[0][xi - k];
+ }
+ else
+ {
+ sum_of_xsum -= xsum[xsumi];
+ xsum[xsumi] = last_sum + x[0][xi] - x[0][xi - k];
+ }
+
+ last_sum = xsum[xsumi];
+ sum_of_xsum += xsum[xsumi];
+ y[0][yi] = sum_of_xsum * rk2;
+
+ xsumi++;
+ }
+
+ free(xsum);
+ return 0;
+}
+
+
+