zoukankan      html  css  js  c++  java
  • Fast Fourier Transform in C# (CookyTurkey)

    C# code snippet below is an illustration of the Cooky-Turkey algorithm, the performance may suck when processing huge datasets, but you can use arrays of double instead of arrays of complex number structure to reduce the performance impact by object initializations and method invocations(overloaded operators).
    Furthermore, you can use "Butterfly" computation(http://www.cmlab.csie.ntu.edu.tw/cml/dsp/training/coding/transform/fft.html) to gain a much better performance.

    private Complex[] FFT(Complex[] input,bool invert)
    {
        
    if (input.Length == 1)
        {
            
    return new Complex[] { input[0] };
        }
        
    int length = input.Length;
        
    int half = length / 2;
        Complex[] result 
    = new Complex[length];
        
    double fac = -2.0 * Math.PI / length;
        
    if (invert)
        {
            fac 
    = -fac;
        }

        Complex[] evens 
    = new Complex[half];
        
    for (int i = 0; i < half; i++)
        {
            evens[i] 
    = input[2 * i];
        }
        Complex[] evenResult 
    = FFT(evens,invert);

        Complex[] odds 
    = evens;
        
    for (int i = 0; i < half; i++)
        {
            odds[i] 
    = input[2 * i + 1];
        }
        Complex[] oddResult 
    = FFT(odds,invert);

        
    for (int k = 0; k < half; k++)
        {
            
    double fack = fac * k;
            Complex oddPart 
    = oddResult[k] * new Complex(Math.Cos(fack), Math.Sin(fack));
            result[k] 
    = evenResult[k] + oddPart;
            result[k 
    + half] = evenResult[k] - oddPart;
        }

        
    return result;
    }


  • 相关阅读:
    flutter setInitialRoute: 不生效
    mac os Catalina beta andriod studio crash
    Flutter 集成到现有iOS工程
    理解git
    selenium(一)--selenium 家族
    异常(一)
    java设计模式--创建型模式(一)
    理解JAVA虚拟机(下)
    mockito框架
    三次握手与四次释放
  • 原文地址:https://www.cnblogs.com/Dah/p/850904.html
Copyright © 2011-2022 走看看