78 lines
2.9 KiB
Java
78 lines
2.9 KiB
Java
/*
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This is the java implementation of Naive DFT approach over function. Formula for calculating the coefficient is X(k) = Sum(x(n)*cos(2*PI*k*n/N) – iSum(x(n)*sin(2*PI*k*n/N)) over 0 to N-1. This approach tries to many transforms using different values of k from 0 to N-1.
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*/
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//This is a java program to perform the DFT using naive approach
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import java.util.Scanner;
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public class DFT_Naive_Approach
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{
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double real, img;
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public DFT_Naive_Approach()
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{
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this.real = 0.0;
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this.img = 0.0;
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}
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public static void main(String args[])
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{
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int N = 10;
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Scanner sc = new Scanner(System.in);
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System.out.println("Disd=crete Fourier Transform using naive method");
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System.out.println("Enter the coefficient of simple linear funtion:");
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System.out.println("ax + by = c");
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double a = sc.nextDouble();
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double b = sc.nextDouble();
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double c = sc.nextDouble();
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double []function = new double[N];
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for(int i=0; i<N; i++)
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{
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function[i] = (((a*(double)i) + (b*(double)i)) - c);
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}
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System.out.println("Enter the max K value: ");
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int k = sc.nextInt();
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DFT_Naive_Approach []dft_val = new DFT_Naive_Approach[k];
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System.out.println("The coefficients are: ");
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for(int j=0; j<k; j++)
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{
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dft_val[j] = new DFT_Naive_Approach();
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for(int i=0; i<N; i++)
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{
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dft_val[j].real += function[i] * Math.cos((2 * i * j * Math.PI) / N);;
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dft_val[j].img += function[i] * Math.sin((2 * i * j * Math.PI) / N);;
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}
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System.out.println("("+dft_val[j].real + ") - " + "("+dft_val[j].img + " i)");
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}
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sc.close();
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}
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}
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/*
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Discrete Fourier Transform using naive method
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Enter the coefficient of simple linear funtion:
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ax + by = c
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1 2 3
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Enter the max K value:
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20
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The coefficients are:
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(105.0) - (0.0 i)
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(-15.00000000000001) - (-46.1652530576288 i)
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(-15.00000000000001) - (-20.6457288070676 i)
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(-15.000000000000005) - (-10.898137920080407 i)
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(-15.000000000000004) - (-4.873795443493586 i)
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(-15.0) - (1.4695761589768243E-14 i)
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(-14.999999999999996) - (4.873795443493611 i)
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(-15.000000000000103) - (10.898137920080355 i)
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(-14.999999999999968) - (20.64572880706762 i)
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(-14.999999999999922) - (46.16525305762871 i)
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(105.0) - (-1.7634913907721884E-13 i)
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(-15.00000000000012) - (-46.16525305762882 i)
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(-15.000000000000053) - (-20.645728807067577 i)
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(-14.999999999999911) - (-10.898137920080416 i)
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(-15.000000000000037) - (-4.87379544349373 i)
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(-15.0) - (1.0803613098771371E-13 i)
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(-14.999999999999984) - (4.873795443493645 i)
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(-14.99999999999996) - (10.89813792008029 i)
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(-14.999999999999677) - (20.645728807067492 i)
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(-14.999999999999769) - (46.16525305762875 i)
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