Analog Kingdom

So one of the fundamental problems in communication theory is determining the densest packing of balls in high-dimensional spaces. This geometrical way of representing signals, at the heart of Shannon’s mathematical theory of communication, underlies the high-speed modems that we now take for granted. One of the most common coding schemes in use today works so well because the signals are represented as points in eight-dimensional space.