Hi:
 
Take a look of our web site at: http://www.fanginc.com/main.htm
 
It provides a simple nonparametric kernel smoothing method which does not
depend on "distance" but on the "coordinate separation". The user needs to
provide 2 width values in order to do interpolation in 2-D. Though the
method posted on the site deals with Cartesian coordinates, it is
straightforward to be extended to polar coordinates and others.
 

Ben Fang
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