File: transforms_test.cpp

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/*!
 * \file
 * \brief Transforms test program
 * \author Tony Ottosson, Thomas Eriksson, Simon Wood and Adam Piatyszek
 *
 * -------------------------------------------------------------------------
 *
 * IT++ - C++ library of mathematical, signal processing, speech processing,
 *        and communications classes and functions
 *
 * Copyright (C) 1995-2008  (see AUTHORS file for a list of contributors)
 *
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 2 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, write to the Free Software
 * Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
 *
 * -------------------------------------------------------------------------
 */

#include <itpp/itsignal.h>

using namespace itpp;
using namespace std;


int main()
{
  cout << "========================" << endl;
  cout << "   Test of Transforms   " << endl;
  cout << "========================" << endl << endl;

  int N, s;
  {
    vec x, z;
    cvec y;

    N = 16;
    x = randn(N);
    cout << "Test 1: FFT/IFFT; Real input vector x; N = " << N << endl
	 << "        fft_real(x, y), ifft_real(y, z):" << endl << endl;

    cout << "x = " << round_to_zero(x) << endl;
    fft_real(x, y);
    cout << "y = " << round_to_zero(y) << endl;
    ifft_real(y, z);
    cout << "z = " << round_to_zero(z) << endl << endl;

    N = 15;
    s = N - 4;
    x = randn(s);
    cout << "Test 2: FFT/IFFT; Real input vector x of size s = " << s
	 << "; N = " << N << endl
	 << "        y = fft_real(x, N), z = ifft_real(y, N):" << endl << endl;

    cout << "x = " << round_to_zero(x) << endl;
    y = fft_real(x, N);
    cout << "y = " << round_to_zero(y) << endl;
    z = ifft_real(y, N);
    cout << "z = " << round_to_zero(z.left(s)) << endl << endl;
  }
  {
    cvec x, y, z;

    N = 16;
    x = randn_c(N);
    cout << "Test 3: FFT/IFFT; Complex input vector x; N = " << N << endl
	 << "        fft(x, y), ifft(y, z):" << endl << endl;

    cout << "x = " << round_to_zero(x) << endl;
    fft(x, y);
    cout << "y = " << round_to_zero(y) << endl;
    ifft(y, z);
    cout << "z = " << round_to_zero(z) << endl << endl;

    N = 16;
    s = N - 7;
    x = randn_c(s);
    cout << "Test 4: FFT/IFFT; Complex input vector x of size s = " << s
	 << "; N = " << N << endl
	 << "        y = fft(x, N), z = ifft(y, N):" << endl << endl;

    cout << "x = " << round_to_zero(x) << endl;
    y = fft(x, N);
    cout << "y = " << round_to_zero(y) << endl;
    z = ifft(y, N);
    cout << "z = " << round_to_zero(z.left(s)) << endl << endl;
  }
  {
    vec x, y, z;

    N = 8;
    x = randn(N);
    cout << "Test 5: DCT/IDCT; Real input vector; N = " << N << endl
	 << "        dct(x, y), idct(y, z):" << endl << endl;

    cout << "x = " << round_to_zero(x) << endl;
    dct(x, y);
    cout << "y = " << round_to_zero(y) << endl;
    idct(y, z);
    cout << "z = " << round_to_zero(z) << endl << endl;

    N = 11;
    x = randn(N);
    cout << "Test 6: DCT/IDCT; Real input vector; N = " << N << endl
	 << "        dct(x, y), idct(y, z):" << endl << endl;

    cout << "x = " << round_to_zero(x) << endl;
    dct(x, y);
    cout << "y = " << round_to_zero(y) << endl;
    idct(y, z);
    cout << "z = " << round_to_zero(z) << endl;
  }

  return 0;
}