PLT versus KLT [transforms]
See-May Phoong, Yuan-Pei Lin · 2003
In this paper a new class of transforms named Prediction-based Lower triangular Transform (PLT) is introduced for signal compression. The PLT is a nonunitary transform that yields the same coding gain as the Kahunen-Loeve transform (KLT). Unlike KLT, the derivation of PLT does not involve any eigen problem. An M-dimensional PLT can be solved by the Levinson-Durbin recursion formula in O(M/sup 2/). Moreover the complexity of PLT is less than one half of KLT. For AR(1) inputs, the PLT has a closed form expression and needs only (M-1) multiplications.