$Q$ is called a regular quantizer if: 1. each $R_{i}$ is an interval $(x_{i-1},x_{i}]$ 2. $y_{i}\in R_{i}$ for all $i=1,\dots,N$

We call $x_{1},\dots,x_{n}$ the decision levels.