@@ -285,7 +285,7 @@ def run(self, T=10, x0=None):
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# display the initial particles
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if self .robot ._animation is not None :
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- self .h , = plt .plot (self .x [:, 0 ], self .x [:, 1 ], 'go' , zorder = 0 , markersize = 3 , markeredgecolor = 'none' , alpha = 0.3 )
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+ self .h , = plt .plot (self .x [:, 0 ], self .x [:, 1 ], 'go' , zorder = 0 , markersize = 3 , markeredgecolor = 'none' , alpha = 0.3 , label = 'particle' )
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# set(self.h, 'Tag', 'particles')
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# self.robot.plot()
@@ -346,24 +346,24 @@ def step(self):
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)
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self ._history .append (hist )
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- # def plot_pdf(self):
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- # #ParticleFilter.plot_pdf Plot particles as a PDF
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- # #
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- # # PF.plot_pdf() plots a sparse PDF as a series of vertical line
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- # # segments of height equal to particle weight.
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- # clf
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- # hold on
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- # for p = 1:self.nparticles
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- # x = self.x(p,: )
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- # plot3([x[0] x[0]], [x[1] x[1]], [0 self. weight(p)] , 'r' )
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- # plot3([x[0] x[0]], [x[1] x[1]], [0 self.weight(p)], 'k.', 'MarkerSize', 12)
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-
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- # end
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- # grid on
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- # xyzlabel
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- # zlabel('particle weight' )
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- # view[29,59]
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- # rotate3d on
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+ def plot_pdf (self ):
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+ #ParticleFilter.plot_pdf Plot particles as a PDF
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+ #
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+ # PF.plot_pdf() plots a sparse PDF as a series of vertical line
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+ # segments of height equal to particle weight.
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+ ax = base . plotvol3 ()
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+ for ( x , y , t ), weight in zip ( self . x , self . weight ):
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+ # ax.plot([x, x], [y, y], [0, weight], 'r')
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+ ax . plot ([ x , x ], [ y , y ], [ 0 , weight ], 'skyblue' , linewidth = 3 )
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+ ax . plot ( x , y , weight , 'k.' , markersize = 6 )
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+
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+
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+ plt . grid ( True )
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+ plt . xlabel ( 'X' )
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+ plt . ylabel ( 'Y' )
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+ plt . xlim ( )
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+ ax . set_zlabel ( 'particle weight' )
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+ ax . view_init ( 29 , 59 )
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# def plot_xy(self, varargin):
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