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VQ Design – Optimality Conditions

Centroid Condition

For given partition regions {Ri:i=1,…,N} the optimal codewords satisfy the condition:

                                 yi = cent(Ri)

   For the SE measure, the centroid of a set R is the arithmetic average:

   for R={xi : i = 1,…,|R|}

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