An apparatus in one example comprises a buffer layer located on a face that serves as a primary support for an optical fiber winding along a first general direction. The metrology system includes a measurement system that preferably comprises an energy source and energy detector and that is in communication with a processing system. The current probability density function of the source is then estimated to produce codepoints to vector quantize the observation of the data source.