source: trunk/src/PolynomialInterpolator1D.cpp @ 2727

Last change on this file since 2727 was 2727, checked in by Takeshi Nakazato, 11 years ago

New Development: No

JIRA Issue: Yes CAS-4770, CAS-4774

Ready for Test: Yes

Interface Changes: No

What Interface Changed: Please list interface changes

Test Programs: List test programs

Put in Release Notes: Yes/No?

Module(s): Module Names change impacts.

Description: Describe your changes here...

Updated STApplyCal to be able to specify interpolation method.
The method can be specified in time and frequency axes independently.
Possible options are nearest, linear (default), (natural) cubic spline,
and polynomial with arbitrary order.

File size: 2.1 KB
Line 
1//
2// C++ Implementation: PolynomialInterpolator1D
3//
4// Description:
5//
6//
7// Author: Takeshi Nakazato <takeshi.nakazato@nao.ac.jp>, (C) 2012
8//
9// Copyright: See COPYING file that comes with this distribution
10//
11//
12#include <assert.h>
13#include <math.h>
14
15#include "PolynomialInterpolator1D.h"
16
17namespace asap {
18
19PolynomialInterpolator1D::PolynomialInterpolator1D()
20  : Interpolator1D()
21{}
22
23PolynomialInterpolator1D::~PolynomialInterpolator1D()
24{}
25
26float PolynomialInterpolator1D::interpolate(double x)
27{
28  assert(isready());
29  if (n_ == 1)
30    return y_[0];
31
32  unsigned int i = locator_->locate(x);
33
34  // do not perform extrapolation
35  if (i == 0) {
36    return y_[i];
37  }
38  else if (i == n_) {
39    return y_[i-1];
40  }
41
42  // polynomial interpolation
43  float y;
44  if (order_ >= n_ - 1) {
45    y = polint(x, i, 0, n_);
46  }
47  else {
48    int j = i - 1 - order_ / 2;
49    unsigned int m = n_ - 1 - order_;
50    unsigned int k = (unsigned int)((j > 0) ? j : 0);
51    k = ((k > m) ? m : k);
52    y = polint(x, i, k, order_ + 1);
53  }
54
55  return y;
56}
57
58float PolynomialInterpolator1D::polint(double x, unsigned int loc,
59                                       unsigned int left, unsigned int n)
60{
61  int ns = loc - left;
62  if (fabs(x - x_[loc]) >= fabs(x - x_[loc-1])) {
63    ns--;
64  }
65
66  double *xa = &x_[left];
67  float *ya = &y_[left];
68
69  float y = ya[ns];
70 
71  // c stores C11, C21, C31, ..., C[n-1]1
72  // d stores D11, D21, D31, ..., D[n-1]1
73  float *c = new float[n];
74  float *d = new float[n];
75  for (unsigned int i = 0; i < n; i++) {
76    c[i] = ya[i];
77    d[i] = ya[i];
78  }
79
80  for (unsigned int m = 1; m < n; m++) {
81    for (unsigned int i = 0; i < n - m; i++) {
82      double ho = xa[i] - x;
83      double hp = xa[i+m] - x;
84      float w = c[i+1] - d[i];
85      double denom = ho - hp;
86      if (denom == 0.0) {
87        delete[] c;
88        delete[] d;
89        assert(denom != 0.0);
90      }
91      denom = w / denom;
92     
93      d[i] = hp * denom;
94      c[i] = ho * denom;
95    }
96
97    float dy;
98    if (2 * ns < (int)(n - m)) {
99      dy = c[ns];
100    }
101    else {
102      dy = d[ns-1];
103      ns--;
104    }
105    y += dy;
106  }
107 
108  delete[] c;
109  delete[] d;
110
111  return y;
112}
113}
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