Electrical – QAM demodulation , hard vs soft if there is any

demodulationModulation

I am trying to find the answer to , what types of demodulation methods are exists. Each of my searches results with different names, but converging to one metric , which is finding the closest symbol among all the constellation points (square qams).
In one reference it is called slicing , in another it is called "hard-decision", another one is named maximum likelihood…

Are all really the same ? is there any "soft-decision" metric ?

Best Answer

There are techniques that use soft or hard decisions.

The most usual is a hard decision, where some sort of circuit guesses from that symbol alone which constellation point is closest, and outputs that one.

The soft decision output is where the circuit, instead of stating that X symbol is the most likely result, states that the received symbol is x distance away from X symbol.

The soft decisions have use further downstream, they allow error detection/correction circuits to know which symbols were reliable, and which were marginal. A sufficiently sophisticated error correcter would weight reliable symbols more strongly than dodgy ones, and so gain a small performance improvement over those that worked with only hard decisions.

The performance gain is small, and needs a more complicated error corrector, which is why both hard and soft decision systems are in use.