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authorPhilipp Le <philipp-le-prviat@freenet.de>2020-07-06 02:51:38 +0200
committerPhilipp Le <philipp-le-prviat@freenet.de>2021-03-04 22:44:39 +0100
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Solution of Exercise 6
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+#!/usr/bin/env python3
+
+# SPDX-License-Identifier: BSD-3-Clause
+#
+# Copyright 2020 Philipp Le
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions
+# are met:
+#
+# 1. Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+#
+# 2. Redistributions in binary form must reproduce the above copyright
+# notice, this list of conditions and the following disclaimer in the
+# documentation and/or other materials provided with the distribution.
+#
+# 3. Neither the name of the copyright holder nor the names of its
+# contributors may be used to endorse or promote products derived from
+# this software without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
+# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+# THE POSSIBILITY OF SUCH DAMAGE.
+
+import numpy
+import scipy.signal
+import matplotlib.pyplot as plt
+
+b = [2, -1]
+a = [1, -0.5]
+
+w, h = scipy.signal.freqz(b, a, 8)
+
+print(scipy.signal.tf2zpk(b,a))
+
+w = numpy.round(w*100)/100
+h = numpy.round(h*100)/100
+
+print("$\\phi$ in \\si{rad} & $\\left|\\underline{H}\\left(e^{j\\phi}\\right)\\right|$ & $\\arg\\left(\\underline{H}\\left(e^{j\\phi}\\right)\\right)$ in \\si{rad} \\\\")
+for n in range(len(w)):
+ print("$%g$ & $%g$ & $%g$ \\\\" % (w[n], abs(h[n]), (numpy.angle(h[n]))))
+
+print()
+
+elems = []
+for n in range(len(w)):
+ elems.append("(%g, %g)" % (w[n], abs(h[n])))
+print("coordinates {%s}" % " ".join(elems))
+
+elems = []
+for n in range(len(w)):
+ elems.append("(%g, %g)" % (w[n], (numpy.angle(h[n]))))
+print("coordinates {%s}" % " ".join(elems))
+
+fig = plt.figure()
+ax1 = fig.add_subplot(1, 1, 1)
+ax1.plot(w, abs(h), 'b')
+ax2 = ax1.twinx()
+ax2.plot(w, (numpy.angle(h)), 'g')
+plt.show()