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基於python實現matlab filter函數過程詳解

←手機掃碼閱讀     niceskyabc @ 2020-06-09 , reply:0

matlab中的filter函數:

y = filter(b,a,x)

python實現matlab中的filter函數

  def filter_matlab(b,a,x):    y = []    y.append(b[0] * x[0])    for i in range(1,len(x)):      y.append(0)      for j in range(len(b)):        if i >= j :          y[i] = y[i] + b[j] * x[i - j ]          j += 1      for l in range(len(b)-1 ):        if i >l:          y[i] = (y[i] - a[l+1] * y[i -l-1])          l += 1      i += 1    return y

 

example:

b = [8,-3.5,0.5]
 a = [1,-1.5,0.25]
 x = [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20]
 y = filter_matlab(b,a,x)

函數的結果和matlab的filter函數結果一致,為

  [8,   24.5,   52.25,   94.75,   156.5625,   243.65625,   363.84375,   527.3515625,   747.56640625,   1042.01171875,   1433.6259765625,   1952.43603515625,   2637.74755859375,   3541.0123291015625,   4729.581604003906,   6291.619323730469,   8342.533584594727,   11033.395545959473,   14561.959922790527,   19187.090997695923]

  


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http://coctec.com/docs/python/shhow-post-237671.html