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"AAAASUVORK5CYII=\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "from scipy import signal\n", "import numpy as np\n", "b = signal.firwin(80, 0.5, window=('kaiser', 8))\n", "w, h = signal.freqz(b)\n", "import matplotlib.pyplot as plt\n", "fig = plt.figure()\n", "plt.title('Digital filter frequency response')\n", "ax1 = fig.add_subplot(111)\n", "plt.semilogy(w, np.abs(h), 'b')\n", "plt.ylabel('Amplitude (dB)', color='b')\n", "plt.xlabel('Frequency (rad/sample)')\n", "ax2 = ax1.twinx()\n", "angles = np.unwrap(np.angle(h))\n", "plt.plot(w, angles, 'g')\n", "plt.ylabel('Angle (radians)', color='g')\n", "plt.grid()\n", "plt.axis('tight')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "array([ -1.33273162e-05, -2.70019765e-05, 4.66576921e-05,\n", " 7.37989478e-05, -1.10145608e-04, -1.57644341e-04,\n", " 2.18479272e-04, 2.95082069e-04, -3.90141861e-04,\n", " -5.06615552e-04, 6.47739335e-04, 8.17042535e-04,\n", " -1.01836525e-03, -1.25588176e-03, 1.53413234e-03,\n", " 1.85806678e-03, -2.23310434e-03, -2.66521596e-03,\n", " 3.16103712e-03, 3.72802248e-03, -4.37465793e-03,\n", " -5.11075236e-03, 5.94784098e-03, 6.89974778e-03,\n", " -7.98337829e-03, -9.21985328e-03, 1.06361589e-02,\n", " 1.22676005e-02, -1.41615486e-02, -1.63833327e-02,\n", " 1.90258667e-02, 2.22260702e-02, -2.61944284e-02,\n", " -3.12718302e-02, 3.80484002e-02, 4.76407472e-02,\n", " -6.24444580e-02, -8.86925061e-02, 1.49247170e-01,\n", " 4.49894529e-01, 4.49894529e-01, 1.49247170e-01,\n", " -8.86925061e-02, -6.24444580e-02, 4.76407472e-02,\n", " 3.80484002e-02, -3.12718302e-02, -2.61944284e-02,\n", " 2.22260702e-02, 1.90258667e-02, -1.63833327e-02,\n", " -1.41615486e-02, 1.22676005e-02, 1.06361589e-02,\n", " -9.21985328e-03, -7.98337829e-03, 6.89974778e-03,\n", " 5.94784098e-03, -5.11075236e-03, -4.37465793e-03,\n", " 3.72802248e-03, 3.16103712e-03, -2.66521596e-03,\n", " -2.23310434e-03, 1.85806678e-03, 1.53413234e-03,\n", " -1.25588176e-03, -1.01836525e-03, 8.17042535e-04,\n", " 6.47739335e-04, -5.06615552e-04, -3.90141861e-04,\n", " 2.95082069e-04, 2.18479272e-04, -1.57644341e-04,\n", " -1.10145608e-04, 7.37989478e-05, 4.66576921e-05,\n", " -2.70019765e-05, -1.33273162e-05])" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "b" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.9" } }, "nbformat": 4, "nbformat_minor": 0 }