Copy edit of UKF chapter.
Also found a mistake in the text about computing the residual of angles that was duplicated in the EKF chapter, so I fixed the error in that chapter as well. I pulled out the 'track in a circle' example as it is the usual sort of textbook nonsense problem that no one cares about. I created an 'old-content' Notebook in case anyone still wants to see it; I may put more content there as I continue to edit.
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@@ -204,7 +204,7 @@ def show_radar_chart():
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ax.annotate('$\Theta$ (', xy=(1.2, 1.1), color='b')
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ax.annotate('$\Theta$', xy=(1.2, 1.1), color='b')
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ax.annotate('Aircraft', xy=(2.04,2.), color='b')
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ax.annotate('altitude', xy=(2.04,1.5), color='k')
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ax.annotate('X', xy=(1.5, .9))
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@@ -381,7 +381,7 @@ def _plot_iscts(pos, sa, sb, N=4):
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plt.scatter(xs_a, ys_a)
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plt.scatter(xs_b, ys_b)
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plt.gca().set_aspect('equal')
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plt.show()
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def plot_iscts_two_sensors():
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pos = np.array([4., 4,])
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@@ -401,6 +401,7 @@ def plot_iscts_two_sensors_changed_sensors():
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plt.scatter(*sa, s=100)
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plt.scatter(*sb, s=100)
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_plot_iscts(pos, sa, sb, N=5)
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plt.ylim(3.8, 8.5)
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if __name__ == '__main__':
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