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With just the points alone, it is difficult to say what exactly the shape is like and there are possibly many signals that would adhere to the shape described above (aliasing). I recall that one of the ways aliasing was taken care of was by the Nyquist theorem. Is a similar concept applied to prevent the problem of aliasing if it exists at all?