Training Sequence-Based VQ Design Algorithm with LBG Implementation

Linde, Buzo, and Gray (LBG) introduced a vector quantization (VQ) design algorithm utilizing training sequences, which eliminates multidimensional integration requirements. The iterative LBG algorithm processes extensive vector sets per iteration, with key implementations involving codebook initialization, nearest-neighbor classification, and centroid updates for progressive optimization.