How to do an 8-bit, 16-bit, and 32-bit Linear-Feedback Shift Register PRNG in JavaScript?

Question

I am looking for a PRNG that works in O(1) time and never encounters a duplicate number as you increment through the values. The question Unique (non-repeating) random numbe