Editing Trellis coded modulation (section)

==A new modulation method==
{{Too technical|date=September 2012}}
[[File:Convolutional code trellis diagram.svg|thumb|right|340px|Trellis diagram]]
The name ''trellis'' derives from the fact that a state diagram of the technique closely resembles a [[garden trellis|trellis lattice]]. The scheme is basically a [[convolutional code]] of rates (''r'', ''r''+1). Ungerboeck's unique contribution is to apply the parity check for each [[Symbol (data)|symbol]], instead of the older technique of applying it to the bit stream then modulating the bits.{{clarify|date=June 2017}} He called the key idea ''mapping by set partitions''. This idea groups symbols in a tree-like structure, then separates them into two limbs of equal size. At each "limb" of the tree, the symbols are further apart.{{clarify|date=June 2017}}

Though hard to visualize in multiple dimensions, a simple one-dimension example illustrates the basic procedure. Suppose the symbols are located at [1, 2, 3, 4, ...]. Place all odd symbols in one group, and all even symbols in the second group. (This is not quite accurate, because Ungerboeck was looking at the two dimensional problem, but the principle is the same.) Take every other symbol in each group and repeat the procedure for each tree limb. He next described a method of assigning the encoded bit stream onto the symbols in a very systematic procedure. Once this procedure was fully described, his next step was to program the algorithms into a computer and let the computer search for the best codes. The results were astonishing. Even the most simple code (4 state) produced error rates nearly one one-thousandth of an equivalent uncoded system. For two years Ungerboeck kept these results private and only conveyed them to close colleagues. Finally, in 1982, Ungerboeck published a paper describing the principles of trellis modulation.

A flurry of research activity ensued, and by 1984 the [[International Telecommunication Union]] had published a standard, V.32,<ref>{{Cite web|url=https://www.itu.int/ITU-T/recommendations/rec.aspx?rec=2752&lang=en|title = ITU-T Recommendation database}}</ref> for the first trellis-modulated modem at 9.6&nbsp;kilobit/s (2,400 baud and 4 bits per symbol). Over the next several years further advances in encoding, plus a corresponding symbol rate increase from 2,400 to 3,429 baud, allowed modems to achieve rates up to 34.3&nbsp;kilobits/s (limited by maximum power regulations to 33.8&nbsp;kilobits/s). Today, the most common trellis-modulated V.34 modems use a 4-dimensional set partition—achieved by treating two two-dimensional symbols as a single lattice. This set uses 8, 16, or 32 state convolutional codes to squeeze the equivalent of 6 to 10 bits into each symbol the modem sends (for example, 2,400 baud × 8&nbsp;bits/symbol = 19,200&nbsp;bit/s).